id	sid	tid	token	lemma	pos
easat-411	1	1	edelweiss	edelweiss	PROPN
easat-411	1	2	applied	apply	VERB
easat-411	1	3	science	science	NOUN
easat-411	1	4	and	and	CCONJ
easat-411	1	5	technology	technology	NOUN
easat-411	1	6	issn	issn	PROPN
easat-411	1	7	:	:	PUNCT
easat-411	1	8	2576	2576	NUM
easat-411	1	9	-	-	SYM
easat-411	1	10	8484	8484	NUM
easat-411	1	11	vol	vol	NOUN
easat-411	1	12	.	.	PROPN
easat-411	1	13	8	8	NUM
easat-411	1	14	,	,	PUNCT
easat-411	1	15	no	no	INTJ
easat-411	1	16	.	.	NOUN
easat-411	1	17	1	1	NUM
easat-411	1	18	,	,	PUNCT
easat-411	1	19	1	1	NUM
easat-411	1	20	-	-	SYM
easat-411	1	21	12	12	NUM
easat-411	1	22	2024	2024	NUM
easat-411	1	23	publisher	publisher	NOUN
easat-411	1	24	:	:	PUNCT
easat-411	1	25	learning	learn	VERB
easat-411	1	26	gate	gate	NOUN
easat-411	1	27	doi	doi	PROPN
easat-411	1	28	:	:	PUNCT
easat-411	1	29	10.55214/25768484.v8i1.411	10.55214/25768484.v8i1.411	NUM
easat-411	1	30	©	©	PROPN
easat-411	1	31	2024	2024	NUM
easat-411	1	32	by	by	ADP
easat-411	1	33	the	the	DET
easat-411	1	34	authors	author	NOUN
easat-411	1	35	;	;	PUNCT
easat-411	1	36	licensee	licensee	PROPN
easat-411	1	37	learning	learning	NOUN
easat-411	1	38	gate	gate	NOUN
easat-411	1	39	©	©	PROPN
easat-411	1	40	2024	2024	NUM
easat-411	1	41	by	by	ADP
easat-411	1	42	the	the	DET
easat-411	1	43	authors	author	NOUN
easat-411	1	44	;	;	PUNCT
easat-411	1	45	licensee	licensee	PROPN
easat-411	1	46	learning	learning	NOUN
easat-411	1	47	gate	gate	NOUN
easat-411	1	48	history	history	NOUN
easat-411	1	49	:	:	PUNCT
easat-411	1	50	received	receive	VERB
easat-411	1	51	:	:	PUNCT
easat-411	1	52	28	28	NUM
easat-411	1	53	september	september	PROPN
easat-411	1	54	2023	2023	NUM
easat-411	1	55	;	;	PUNCT
easat-411	1	56	revised	revise	VERB
easat-411	1	57	:	:	PUNCT
easat-411	1	58	30	30	NUM
easat-411	1	59	november	november	PROPN
easat-411	1	60	2023	2023	NUM
easat-411	1	61	;	;	PUNCT
easat-411	1	62	accepted	accept	VERB
easat-411	1	63	:	:	PUNCT
easat-411	1	64	12	12	NUM
easat-411	1	65	december	december	PROPN
easat-411	1	66	2023	2023	NUM
easat-411	1	67	;	;	PUNCT
easat-411	1	68	published	publish	VERB
easat-411	1	69	:	:	PUNCT
easat-411	1	70	22	22	NUM
easat-411	1	71	december	december	PROPN
easat-411	1	72	2023	2023	NUM
easat-411	1	73	*	*	PUNCT
easat-411	1	74	correspondence	correspondence	NOUN
easat-411	1	75	:	:	PUNCT
easat-411	2	1	phasinam@psru.ac.th	phasinam@psru.ac.th	PROPN
easat-411	2	2	optimizing	optimize	VERB
easat-411	2	3	confectionery	confectionery	NOUN
easat-411	2	4	production	production	NOUN
easat-411	2	5	:	:	PUNCT
easat-411	2	6	a	a	DET
easat-411	2	7	semi	semi	ADJ
easat-411	2	8	-	-	ADJ
easat-411	2	9	automatic	automatic	ADJ
easat-411	2	10	gummy	gummy	ADJ
easat-411	2	11	jelly	jelly	NOUN
easat-411	2	12	dropping	drop	VERB
easat-411	2	13	machine	machine	NOUN
easat-411	2	14	design	design	NOUN
easat-411	2	15	and	and	CCONJ
easat-411	2	16	performance	performance	NOUN
easat-411	2	17	evaluation	evaluation	NOUN
easat-411	2	18	kanokwan	kanokwan	ADP
easat-411	2	19	promjeen1	promjeen1	PROPN
easat-411	2	20	,	,	PUNCT
easat-411	2	21	thanwamas	thanwama	NOUN
easat-411	2	22	phasinam2	phasinam2	PROPN
easat-411	2	23	,	,	PUNCT
easat-411	2	24	khongdet	khongdet	PROPN
easat-411	2	25	phasinam1	phasinam1	PROPN
easat-411	3	1	*	*	PROPN
easat-411	4	1	1faculty	1faculty	NUM
easat-411	4	2	of	of	ADP
easat-411	4	3	food	food	NOUN
easat-411	4	4	and	and	CCONJ
easat-411	4	5	agricultural	agricultural	ADJ
easat-411	4	6	technology	technology	NOUN
easat-411	4	7	,	,	PUNCT
easat-411	4	8	pibulsongkram	pibulsongkram	PROPN
easat-411	4	9	rajabhat	rajabhat	PROPN
easat-411	4	10	university	university	NOUN
easat-411	4	11	,	,	PUNCT
easat-411	4	12	phitsanulok	phitsanulok	PROPN
easat-411	4	13	,	,	PUNCT
easat-411	4	14	thailand	thailand	PROPN
easat-411	4	15	;	;	PUNCT
easat-411	4	16	wanpromjeen@psru.ac.th	wanpromjeen@psru.ac.th	PROPN
easat-411	4	17	(	(	PUNCT
easat-411	4	18	k.p	k.p	PROPN
easat-411	4	19	.	.	PROPN
easat-411	4	20	)	)	PUNCT
easat-411	4	21	;	;	PUNCT
easat-411	4	22	phasinam@psru.ac.th	phasinam@psru.ac.th	PROPN
easat-411	4	23	(	(	PUNCT
easat-411	4	24	k.p	k.p	PROPN
easat-411	4	25	.	.	PROPN
easat-411	4	26	)	)	PUNCT
easat-411	4	27	.	.	PUNCT
easat-411	5	1	2agricultural	2agricultural	NUM
easat-411	5	2	land	land	NOUN
easat-411	5	3	reform	reform	NOUN
easat-411	5	4	office	office	NOUN
easat-411	5	5	,	,	PUNCT
easat-411	5	6	bangkok	bangkok	PROPN
easat-411	5	7	,	,	PUNCT
easat-411	5	8	thailand	thailand	PROPN
easat-411	5	9	;	;	PUNCT
easat-411	5	10	t.kassanuk@gmail.com	t.kassanuk@gmail.com	X
easat-411	5	11	(	(	PUNCT
easat-411	5	12	t.p	t.p	PROPN
easat-411	5	13	.	.	PROPN
easat-411	5	14	)	)	PUNCT
easat-411	5	15	.	.	PUNCT
easat-411	6	1	abstract	abstract	ADJ
easat-411	6	2	:	:	PUNCT
easat-411	6	3	confectionery	confectionery	NOUN
easat-411	6	4	products	product	NOUN
easat-411	6	5	,	,	PUNCT
easat-411	6	6	particularly	particularly	ADV
easat-411	6	7	popular	popular	ADJ
easat-411	6	8	among	among	ADP
easat-411	6	9	individuals	individual	NOUN
easat-411	6	10	under	under	ADP
easat-411	6	11	17	17	NUM
easat-411	6	12	,	,	PUNCT
easat-411	6	13	include	include	VERB
easat-411	6	14	treats	treat	NOUN
easat-411	6	15	such	such	ADJ
easat-411	6	16	as	as	ADP
easat-411	6	17	jellies	jelly	NOUN
easat-411	6	18	and	and	CCONJ
easat-411	6	19	gummies	gummie	NOUN
easat-411	6	20	.	.	PUNCT
easat-411	7	1	traditionally	traditionally	ADV
easat-411	7	2	,	,	PUNCT
easat-411	7	3	the	the	DET
easat-411	7	4	manual	manual	ADJ
easat-411	7	5	process	process	NOUN
easat-411	7	6	of	of	ADP
easat-411	7	7	dropping	drop	VERB
easat-411	7	8	gummy	gummy	ADJ
easat-411	7	9	jelly	jelly	NOUN
easat-411	7	10	into	into	ADP
easat-411	7	11	molds	mold	NOUN
easat-411	7	12	,	,	PUNCT
easat-411	7	13	one	one	NUM
easat-411	7	14	piece	piece	NOUN
easat-411	7	15	at	at	ADP
easat-411	7	16	a	a	DET
easat-411	7	17	time	time	NOUN
easat-411	7	18	,	,	PUNCT
easat-411	7	19	is	be	AUX
easat-411	7	20	labor	labor	NOUN
easat-411	7	21	-	-	PUNCT
easat-411	7	22	intensive	intensive	ADJ
easat-411	7	23	and	and	CCONJ
easat-411	7	24	time	time	NOUN
easat-411	7	25	-	-	PUNCT
easat-411	7	26	consuming	consume	VERB
easat-411	7	27	.	.	PUNCT
easat-411	8	1	this	this	DET
easat-411	8	2	method	method	NOUN
easat-411	8	3	is	be	AUX
easat-411	8	4	susceptible	susceptible	ADJ
easat-411	8	5	to	to	ADP
easat-411	8	6	the	the	DET
easat-411	8	7	gummy	gummy	ADJ
easat-411	8	8	jelly	jelly	NOUN
easat-411	8	9	's	's	PART
easat-411	8	10	physical	physical	ADJ
easat-411	8	11	properties	property	NOUN
easat-411	8	12	,	,	PUNCT
easat-411	8	13	which	which	PRON
easat-411	8	14	can	can	AUX
easat-411	8	15	coagulate	coagulate	VERB
easat-411	8	16	when	when	SCONJ
easat-411	8	17	exposed	expose	VERB
easat-411	8	18	to	to	ADP
easat-411	8	19	air	air	NOUN
easat-411	8	20	below	below	ADP
easat-411	8	21	its	its	PRON
easat-411	8	22	melting	melting	NOUN
easat-411	8	23	point	point	NOUN
easat-411	8	24	.	.	PUNCT
easat-411	9	1	this	this	DET
easat-411	9	2	study	study	NOUN
easat-411	9	3	presents	present	VERB
easat-411	9	4	the	the	DET
easat-411	9	5	development	development	NOUN
easat-411	9	6	of	of	ADP
easat-411	9	7	a	a	DET
easat-411	9	8	semi	semi	ADJ
easat-411	9	9	-	-	ADJ
easat-411	9	10	automatic	automatic	ADJ
easat-411	9	11	gummy	gummy	ADJ
easat-411	9	12	jelly	jelly	NOUN
easat-411	9	13	dropping	drop	VERB
easat-411	9	14	machine	machine	NOUN
easat-411	9	15	to	to	PART
easat-411	9	16	streamline	streamline	VERB
easat-411	9	17	the	the	DET
easat-411	9	18	handmade	handmade	NOUN
easat-411	9	19	confectionery	confectionery	NOUN
easat-411	9	20	production	production	NOUN
easat-411	9	21	process	process	NOUN
easat-411	9	22	.	.	PUNCT
easat-411	10	1	the	the	DET
easat-411	10	2	machine	machine	NOUN
easat-411	10	3	,	,	PUNCT
easat-411	10	4	fabricated	fabricate	VERB
easat-411	10	5	from	from	ADP
easat-411	10	6	stainless	stainless	ADJ
easat-411	10	7	steel	steel	NOUN
easat-411	10	8	with	with	ADP
easat-411	10	9	dimensions	dimension	NOUN
easat-411	10	10	of	of	ADP
easat-411	10	11	36.00	36.00	NUM
easat-411	10	12	centimeters	centimeter	NOUN
easat-411	10	13	(	(	PUNCT
easat-411	10	14	width	width	NOUN
easat-411	10	15	)	)	PUNCT
easat-411	10	16	x	x	SYM
easat-411	10	17	56.00	56.00	NUM
easat-411	10	18	centimeters	centimeter	NOUN
easat-411	10	19	(	(	PUNCT
easat-411	10	20	height	height	NOUN
easat-411	10	21	)	)	PUNCT
easat-411	10	22	x	x	SYM
easat-411	10	23	47.00	47.00	NUM
easat-411	10	24	centimeters	centimeter	NOUN
easat-411	10	25	(	(	PUNCT
easat-411	10	26	length	length	NOUN
easat-411	10	27	)	)	PUNCT
easat-411	10	28	,	,	PUNCT
easat-411	10	29	utilizes	utilize	VERB
easat-411	10	30	an	an	DET
easat-411	10	31	aluminum	aluminum	NOUN
easat-411	10	32	piston	piston	NOUN
easat-411	10	33	mechanism	mechanism	NOUN
easat-411	10	34	(	(	PUNCT
easat-411	10	35	34	34	NUM
easat-411	10	36	millimeters	millimeter	NOUN
easat-411	10	37	diameter	diameter	NOUN
easat-411	10	38	and	and	CCONJ
easat-411	10	39	142	142	NUM
easat-411	10	40	millimeters	millimeter	NOUN
easat-411	10	41	length	length	NOUN
easat-411	10	42	)	)	PUNCT
easat-411	10	43	for	for	ADP
easat-411	10	44	controlled	control	VERB
easat-411	10	45	gummy	gummy	ADJ
easat-411	10	46	jelly	jelly	NOUN
easat-411	10	47	dispensing	dispensing	NOUN
easat-411	10	48	.	.	PUNCT
easat-411	11	1	a	a	DET
easat-411	11	2	950	950	NUM
easat-411	11	3	-	-	PUNCT
easat-411	11	4	watt	watt	NOUN
easat-411	11	5	heater	heater	NOUN
easat-411	11	6	warms	warm	VERB
easat-411	11	7	the	the	DET
easat-411	11	8	liquid	liquid	ADJ
easat-411	11	9	gummy	gummy	ADJ
easat-411	11	10	jelly	jelly	NOUN
easat-411	11	11	in	in	ADP
easat-411	11	12	a	a	DET
easat-411	11	13	basin	basin	NOUN
easat-411	11	14	located	locate	VERB
easat-411	11	15	at	at	ADP
easat-411	11	16	the	the	DET
easat-411	11	17	piston	piston	NOUN
easat-411	11	18	's	's	PART
easat-411	11	19	back	back	ADV
easat-411	11	20	,	,	PUNCT
easat-411	11	21	with	with	ADP
easat-411	11	22	tests	test	NOUN
easat-411	11	23	conducted	conduct	VERB
easat-411	11	24	at	at	ADP
easat-411	11	25	temperatures	temperature	NOUN
easat-411	11	26	of	of	ADP
easat-411	11	27	80	80	NUM
easat-411	11	28	,	,	PUNCT
easat-411	11	29	100	100	NUM
easat-411	11	30	,	,	PUNCT
easat-411	11	31	and	and	CCONJ
easat-411	11	32	120	120	NUM
easat-411	11	33	degrees	degree	NOUN
easat-411	11	34	celsius	celsius	NOUN
easat-411	11	35	.	.	PUNCT
easat-411	12	1	results	result	NOUN
easat-411	12	2	indicate	indicate	VERB
easat-411	12	3	that	that	SCONJ
easat-411	12	4	the	the	DET
easat-411	12	5	optimal	optimal	ADJ
easat-411	12	6	temperature	temperature	NOUN
easat-411	12	7	for	for	ADP
easat-411	12	8	the	the	DET
easat-411	12	9	semi	semi	ADJ
easat-411	12	10	-	-	ADJ
easat-411	12	11	automatic	automatic	ADJ
easat-411	12	12	gummy	gummy	ADJ
easat-411	12	13	jelly	jelly	NOUN
easat-411	12	14	dropping	dropping	NOUN
easat-411	12	15	machine	machine	NOUN
easat-411	12	16	is	be	AUX
easat-411	12	17	120	120	NUM
easat-411	12	18	degrees	degree	NOUN
easat-411	12	19	celsius	celsius	NOUN
easat-411	12	20	,	,	PUNCT
easat-411	12	21	achieving	achieve	VERB
easat-411	12	22	an	an	DET
easat-411	12	23	average	average	ADJ
easat-411	12	24	dispensing	dispensing	NOUN
easat-411	12	25	time	time	NOUN
easat-411	12	26	of	of	ADP
easat-411	12	27	99.35	99.35	NUM
easat-411	12	28	seconds	second	NOUN
easat-411	12	29	.	.	PUNCT
easat-411	13	1	the	the	DET
easat-411	13	2	machine	machine	NOUN
easat-411	13	3	's	's	PART
easat-411	13	4	production	production	NOUN
easat-411	13	5	capacity	capacity	NOUN
easat-411	13	6	is	be	AUX
easat-411	13	7	36.66	36.66	NUM
easat-411	13	8	kilograms	kilogram	NOUN
easat-411	13	9	per	per	ADP
easat-411	13	10	hour	hour	NOUN
easat-411	13	11	,	,	PUNCT
easat-411	13	12	with	with	ADP
easat-411	13	13	a	a	DET
easat-411	13	14	maximum	maximum	ADJ
easat-411	13	15	efficacy	efficacy	NOUN
easat-411	13	16	of	of	ADP
easat-411	13	17	73.75	73.75	NUM
easat-411	13	18	percent	percent	NOUN
easat-411	13	19	.	.	PUNCT
easat-411	14	1	the	the	DET
easat-411	14	2	produced	produce	VERB
easat-411	14	3	gummy	gummy	ADJ
easat-411	14	4	jelly	jelly	NOUN
easat-411	14	5	exhibits	exhibit	VERB
easat-411	14	6	a	a	DET
easat-411	14	7	moisture	moisture	NOUN
easat-411	14	8	content	content	NOUN
easat-411	14	9	of	of	ADP
easat-411	14	10	12.07	12.07	NUM
easat-411	14	11	percent	percent	NOUN
easat-411	14	12	,	,	PUNCT
easat-411	14	13	lightness	lightness	NOUN
easat-411	14	14	(	(	PUNCT
easat-411	14	15	l	l	NOUN
easat-411	14	16	)	)	PUNCT
easat-411	14	17	of	of	ADP
easat-411	14	18	52.63±4.67.63	52.63±4.67.63	NUM
easat-411	14	19	,	,	PUNCT
easat-411	14	20	red	red	ADJ
easat-411	14	21	/	/	SYM
easat-411	14	22	green	green	NOUN
easat-411	14	23	(	(	PUNCT
easat-411	14	24	a	a	PRON
easat-411	14	25	*	*	NOUN
easat-411	14	26	)	)	PUNCT
easat-411	14	27	of	of	ADP
easat-411	14	28	0.27±0.11	0.27±0.11	NUM
easat-411	14	29	,	,	PUNCT
easat-411	14	30	and	and	CCONJ
easat-411	14	31	yellow	yellow	ADJ
easat-411	14	32	/	/	SYM
easat-411	14	33	blue	blue	NOUN
easat-411	14	34	(	(	PUNCT
easat-411	14	35	b	b	NOUN
easat-411	14	36	*	*	NOUN
easat-411	14	37	)	)	PUNCT
easat-411	14	38	of	of	ADP
easat-411	14	39	4.08±3.13	4.08±3.13	NUM
easat-411	14	40	.	.	PUNCT
easat-411	15	1	its	its	PRON
easat-411	15	2	hardness	hardness	ADJ
easat-411	15	3	measures	measure	NOUN
easat-411	15	4	1027.75	1027.75	NUM
easat-411	15	5	grams	gram	NOUN
easat-411	15	6	,	,	PUNCT
easat-411	15	7	its	its	PRON
easat-411	15	8	gumminess	gumminess	NOUN
easat-411	15	9	is	be	AUX
easat-411	15	10	916.25	916.25	NUM
easat-411	15	11	grams	gram	NOUN
easat-411	15	12	,	,	PUNCT
easat-411	15	13	and	and	CCONJ
easat-411	15	14	its	its	PRON
easat-411	15	15	water	water	NOUN
easat-411	15	16	activity	activity	NOUN
easat-411	15	17	(	(	PUNCT
easat-411	15	18	aw	aw	INTJ
easat-411	15	19	)	)	PUNCT
easat-411	15	20	is	be	AUX
easat-411	15	21	0.80	0.80	NUM
easat-411	15	22	.	.	PUNCT
easat-411	16	1	the	the	DET
easat-411	16	2	study	study	NOUN
easat-411	16	3	is	be	AUX
easat-411	16	4	significant	significant	ADJ
easat-411	16	5	since	since	SCONJ
easat-411	16	6	it	it	PRON
easat-411	16	7	verifies	verify	VERB
easat-411	16	8	that	that	SCONJ
easat-411	16	9	there	there	PRON
easat-411	16	10	is	be	VERB
easat-411	16	11	no	no	DET
easat-411	16	12	microbial	microbial	ADJ
easat-411	16	13	development	development	NOUN
easat-411	16	14	.	.	PUNCT
easat-411	17	1	keywords	keyword	NOUN
easat-411	17	2	:	:	PUNCT
easat-411	17	3	confectionery	confectionery	NOUN
easat-411	17	4	production	production	NOUN
easat-411	17	5	,	,	PUNCT
easat-411	17	6	food	food	NOUN
easat-411	17	7	processing	processing	NOUN
easat-411	17	8	equipment	equipment	NOUN
easat-411	17	9	,	,	PUNCT
easat-411	17	10	gummy	gummy	ADJ
easat-411	17	11	jelly	jelly	NOUN
easat-411	17	12	,	,	PUNCT
easat-411	17	13	optimal	optimal	ADJ
easat-411	17	14	temperature	temperature	NOUN
easat-411	17	15	,	,	PUNCT
easat-411	17	16	productivity	productivity	NOUN
easat-411	17	17	enhancement	enhancement	NOUN
easat-411	17	18	,	,	PUNCT
easat-411	17	19	semi	semi	ADJ
easat-411	17	20	-	-	ADJ
easat-411	17	21	automatic	automatic	ADJ
easat-411	17	22	gummy	gummy	ADJ
easat-411	17	23	jelly	jelly	NOUN
easat-411	17	24	machine	machine	NOUN
easat-411	17	25	.	.	PUNCT
easat-411	18	1	1	1	X
easat-411	18	2	.	.	X
easat-411	18	3	introduction	introduction	NOUN
easat-411	18	4	confectionery	confectionery	NOUN
easat-411	18	5	products	product	NOUN
easat-411	18	6	have	have	VERB
easat-411	18	7	widespread	widespread	ADJ
easat-411	18	8	appeal	appeal	NOUN
easat-411	18	9	among	among	ADP
easat-411	18	10	various	various	ADJ
easat-411	18	11	age	age	NOUN
easat-411	18	12	groups	group	NOUN
easat-411	18	13	,	,	PUNCT
easat-411	18	14	notably	notably	ADV
easat-411	18	15	drawing	draw	VERB
easat-411	18	16	the	the	DET
easat-411	18	17	attention	attention	NOUN
easat-411	18	18	of	of	ADP
easat-411	18	19	individuals	individual	NOUN
easat-411	18	20	under	under	ADP
easat-411	18	21	17	17	NUM
easat-411	18	22	,	,	PUNCT
easat-411	18	23	especially	especially	ADV
easat-411	18	24	towards	towards	ADP
easat-411	18	25	treats	treat	NOUN
easat-411	18	26	like	like	ADP
easat-411	18	27	jellies	jelly	NOUN
easat-411	18	28	and	and	CCONJ
easat-411	18	29	gummies	gummie	NOUN
easat-411	18	30	.	.	PUNCT
easat-411	19	1	these	these	DET
easat-411	19	2	confections	confection	NOUN
easat-411	19	3	feature	feature	VERB
easat-411	19	4	an	an	DET
easat-411	19	5	organic	organic	ADJ
easat-411	19	6	,	,	PUNCT
easat-411	19	7	chewy	chewy	ADJ
easat-411	19	8	composition	composition	NOUN
easat-411	19	9	,	,	PUNCT
easat-411	19	10	comprising	comprise	VERB
easat-411	19	11	at	at	ADV
easat-411	19	12	least	least	ADV
easat-411	19	13	45	45	NUM
easat-411	19	14	%	%	NOUN
easat-411	19	15	fruits	fruit	NOUN
easat-411	19	16	and	and	CCONJ
easat-411	19	17	approximately	approximately	ADV
easat-411	19	18	55	55	NUM
easat-411	19	19	%	%	NOUN
easat-411	19	20	sugars	sugar	NOUN
easat-411	19	21	,	,	PUNCT
easat-411	19	22	typically	typically	ADV
easat-411	19	23	in	in	ADP
easat-411	19	24	the	the	DET
easat-411	19	25	form	form	NOUN
easat-411	19	26	of	of	ADP
easat-411	19	27	sucrose	sucrose	VERB
easat-411	19	28	syrup	syrup	NOUN
easat-411	19	29	or	or	CCONJ
easat-411	19	30	glucose	glucose	NOUN
easat-411	19	31	.	.	PUNCT
easat-411	20	1	their	their	PRON
easat-411	20	2	formulation	formulation	NOUN
easat-411	20	3	involves	involve	VERB
easat-411	20	4	a	a	DET
easat-411	20	5	fusion	fusion	NOUN
easat-411	20	6	of	of	ADP
easat-411	20	7	gelling	gelling	NOUN
easat-411	20	8	agents	agent	NOUN
easat-411	20	9	,	,	PUNCT
easat-411	20	10	acids	acid	NOUN
easat-411	20	11	,	,	PUNCT
easat-411	20	12	aromas	aroma	NOUN
easat-411	20	13	,	,	PUNCT
easat-411	20	14	and	and	CCONJ
easat-411	20	15	food	food	NOUN
easat-411	20	16	colorants	colorant	NOUN
easat-411	20	17	,	,	PUNCT
easat-411	20	18	creating	create	VERB
easat-411	20	19	their	their	PRON
easat-411	20	20	distinctive	distinctive	ADJ
easat-411	20	21	gel	gel	NOUN
easat-411	20	22	-	-	PUNCT
easat-411	20	23	like	like	ADJ
easat-411	20	24	structure	structure	NOUN
easat-411	20	25	[	[	X
easat-411	20	26	1	1	NUM
easat-411	20	27	-	-	SYM
easat-411	20	28	4	4	NUM
easat-411	20	29	]	]	PUNCT
easat-411	20	30	.	.	PUNCT
easat-411	21	1	gummy	gummy	ADJ
easat-411	21	2	jelly	jelly	NOUN
easat-411	21	3	,	,	PUNCT
easat-411	21	4	a	a	DET
easat-411	21	5	widely	widely	ADV
easat-411	21	6	popular	popular	ADJ
easat-411	21	7	snack	snack	NOUN
easat-411	21	8	,	,	PUNCT
easat-411	21	9	stands	stand	VERB
easat-411	21	10	out	out	ADP
easat-411	21	11	for	for	ADP
easat-411	21	12	its	its	PRON
easat-411	21	13	delightful	delightful	ADJ
easat-411	21	14	chewiness	chewiness	NOUN
easat-411	21	15	and	and	CCONJ
easat-411	21	16	softness	softness	NOUN
easat-411	21	17	,	,	PUNCT
easat-411	21	18	frequently	frequently	ADV
easat-411	21	19	providing	provide	VERB
easat-411	21	20	a	a	DET
easat-411	21	21	sweet	sweet	ADJ
easat-411	21	22	or	or	CCONJ
easat-411	21	23	sour	sour	ADJ
easat-411	21	24	taste	taste	NOUN
easat-411	21	25	experience	experience	NOUN
easat-411	21	26	.	.	PUNCT
easat-411	22	1	its	its	PRON
easat-411	22	2	essential	essential	ADJ
easat-411	22	3	constituents	constituent	NOUN
easat-411	22	4	encompass	encompass	VERB
easat-411	22	5	fruit	fruit	NOUN
easat-411	22	6	juice	juice	NOUN
easat-411	22	7	,	,	PUNCT
easat-411	22	8	sugar	sugar	NOUN
easat-411	22	9	,	,	PUNCT
easat-411	22	10	acids	acid	NOUN
easat-411	22	11	,	,	PUNCT
easat-411	22	12	and	and	CCONJ
easat-411	22	13	various	various	ADJ
easat-411	22	14	gelling	gel	VERB
easat-411	22	15	agents	agent	NOUN
easat-411	22	16	[	[	X
easat-411	22	17	5	5	NUM
easat-411	22	18	]	]	PUNCT
easat-411	22	19	.	.	PUNCT
easat-411	23	1	hydrocolloids	hydrocolloid	NOUN
easat-411	23	2	are	be	AUX
easat-411	23	3	a	a	DET
easat-411	23	4	group	group	NOUN
easat-411	23	5	of	of	ADP
easat-411	23	6	commonly	commonly	ADV
easat-411	23	7	used	use	VERB
easat-411	23	8	gelling	gel	VERB
easat-411	23	9	agents	agent	NOUN
easat-411	23	10	that	that	PRON
easat-411	23	11	include	include	VERB
easat-411	23	12	gelatin	gelatin	NOUN
easat-411	23	13	,	,	PUNCT
easat-411	23	14	sodium	sodium	NOUN
easat-411	23	15	alginate	alginate	NOUN
easat-411	23	16	,	,	PUNCT
easat-411	23	17	pectin	pectin	NOUN
easat-411	23	18	,	,	PUNCT
easat-411	23	19	carrageenan	carrageenan	NOUN
easat-411	23	20	,	,	PUNCT
easat-411	23	21	methylcellulose	methylcellulose	NOUN
easat-411	23	22	,	,	PUNCT
easat-411	23	23	sodium	sodium	NOUN
easat-411	23	24	carboxymethyl	carboxymethyl	NOUN
easat-411	23	25	cellulose	cellulose	NOUN
easat-411	23	26	,	,	PUNCT
easat-411	23	27	and	and	CCONJ
easat-411	23	28	modified	modified	ADJ
easat-411	23	29	starch	starch	NOUN
easat-411	23	30	,	,	PUNCT
easat-411	23	31	among	among	ADP
easat-411	23	32	others	other	NOUN
easat-411	23	33	.	.	PUNCT
easat-411	24	1	the	the	DET
easat-411	24	2	specific	specific	ADJ
easat-411	24	3	types	type	NOUN
easat-411	24	4	and	and	CCONJ
easat-411	24	5	quantities	quantity	NOUN
easat-411	24	6	of	of	ADP
easat-411	24	7	gelling	gel	VERB
easat-411	24	8	agents	agent	NOUN
easat-411	24	9	significantly	significantly	ADV
easat-411	24	10	influence	influence	VERB
easat-411	24	11	the	the	DET
easat-411	24	12	gel	gel	NOUN
easat-411	24	13	's	's	PART
easat-411	24	14	structure	structure	NOUN
easat-411	24	15	,	,	PUNCT
easat-411	24	16	thereby	thereby	ADV
easat-411	24	17	impacting	impact	VERB
easat-411	24	18	the	the	DET
easat-411	24	19	texture	texture	NOUN
easat-411	24	20	and	and	CCONJ
easat-411	24	21	resulting	result	VERB
easat-411	24	22	attributes	attribute	NOUN
easat-411	24	23	of	of	ADP
easat-411	24	24	gummy	gummy	ADJ
easat-411	24	25	jelly	jelly	NOUN
easat-411	24	26	products	product	NOUN
easat-411	24	27	[	[	X
easat-411	24	28	5	5	NUM
easat-411	24	29	]	]	PUNCT
easat-411	24	30	.	.	PUNCT
easat-411	25	1	research	research	NOUN
easat-411	25	2	indicates	indicate	VERB
easat-411	25	3	mailto:wanpromjeen@psru.ac.th	mailto:wanpromjeen@psru.ac.th	NOUN
easat-411	25	4	mailto:phasinam@psru.ac.th	mailto:phasinam@psru.ac.th	NOUN
easat-411	25	5	mailto:t.kassanuk@gmail.com	mailto:t.kassanuk@gmail.com	X
easat-411	25	6	2	2	NUM
easat-411	25	7	edelweiss	edelweiss	PROPN
easat-411	25	8	applied	apply	VERB
easat-411	25	9	science	science	NOUN
easat-411	25	10	and	and	CCONJ
easat-411	25	11	technology	technology	NOUN
easat-411	25	12	issn	issn	PROPN
easat-411	25	13	:	:	PUNCT
easat-411	25	14	2576	2576	NUM
easat-411	25	15	-	-	SYM
easat-411	25	16	8484	8484	NUM
easat-411	25	17	vol	vol	NOUN
easat-411	25	18	.	.	PROPN
easat-411	25	19	8	8	NUM
easat-411	25	20	,	,	PUNCT
easat-411	25	21	no	no	INTJ
easat-411	25	22	.	.	NOUN
easat-411	25	23	1	1	NUM
easat-411	25	24	:	:	SYM
easat-411	25	25	1	1	NUM
easat-411	25	26	-	-	SYM
easat-411	25	27	12	12	NUM
easat-411	25	28	,	,	PUNCT
easat-411	25	29	2024	2024	NUM
easat-411	25	30	doi	doi	NOUN
easat-411	25	31	:	:	PUNCT
easat-411	25	32	10.55214/25768484.v8i1.411	10.55214/25768484.v8i1.411	NUM
easat-411	25	33	©	©	PROPN
easat-411	25	34	2024	2024	NUM
easat-411	25	35	by	by	ADP
easat-411	25	36	the	the	DET
easat-411	25	37	authors	author	NOUN
easat-411	25	38	;	;	PUNCT
easat-411	25	39	licensee	licensee	PROPN
easat-411	25	40	learning	learning	NOUN
easat-411	25	41	gate	gate	VERB
easat-411	25	42	the	the	DET
easat-411	25	43	widespread	widespread	ADJ
easat-411	25	44	use	use	NOUN
easat-411	25	45	of	of	ADP
easat-411	25	46	gelatin	gelatin	NOUN
easat-411	25	47	as	as	ADP
easat-411	25	48	a	a	DET
easat-411	25	49	favored	favored	ADJ
easat-411	25	50	gelling	gel	VERB
easat-411	25	51	agent	agent	NOUN
easat-411	25	52	due	due	ADP
easat-411	25	53	to	to	ADP
easat-411	25	54	its	its	PRON
easat-411	25	55	capacity	capacity	NOUN
easat-411	25	56	to	to	PART
easat-411	25	57	bestow	bestow	VERB
easat-411	25	58	a	a	DET
easat-411	25	59	soft	soft	ADJ
easat-411	25	60	,	,	PUNCT
easat-411	25	61	chewy	chewy	ADJ
easat-411	25	62	texture	texture	NOUN
easat-411	25	63	upon	upon	SCONJ
easat-411	25	64	gummy	gummy	ADJ
easat-411	25	65	jellies	jelly	NOUN
easat-411	25	66	while	while	SCONJ
easat-411	25	67	also	also	ADV
easat-411	25	68	providing	provide	VERB
easat-411	25	69	flexibility	flexibility	NOUN
easat-411	25	70	and	and	CCONJ
easat-411	25	71	a	a	DET
easat-411	25	72	transparent	transparent	ADJ
easat-411	25	73	appearance	appearance	NOUN
easat-411	26	1	[	[	X
easat-411	26	2	6	6	NUM
easat-411	26	3	-	-	SYM
easat-411	26	4	8	8	NUM
easat-411	26	5	]	]	PUNCT
easat-411	26	6	.	.	PUNCT
easat-411	27	1	moreover	moreover	ADV
easat-411	27	2	,	,	PUNCT
easat-411	27	3	commercially	commercially	ADV
easat-411	27	4	available	available	ADJ
easat-411	27	5	gummy	gummy	ADJ
easat-411	27	6	jelly	jelly	NOUN
easat-411	27	7	products	product	NOUN
easat-411	27	8	frequently	frequently	ADV
easat-411	27	9	utilize	utilize	VERB
easat-411	27	10	sodium	sodium	NOUN
easat-411	27	11	alginate	alginate	NOUN
easat-411	27	12	as	as	ADP
easat-411	27	13	a	a	DET
easat-411	27	14	primary	primary	ADJ
easat-411	27	15	gelling	gel	VERB
easat-411	27	16	agent	agent	NOUN
easat-411	27	17	.	.	PUNCT
easat-411	28	1	sodium	sodium	NOUN
easat-411	28	2	alginate	alginate	NOUN
easat-411	28	3	stands	stand	VERB
easat-411	28	4	out	out	ADP
easat-411	28	5	for	for	ADP
easat-411	28	6	creating	create	VERB
easat-411	28	7	a	a	DET
easat-411	28	8	thermo	thermo	NOUN
easat-411	28	9	irreversible	irreversible	ADJ
easat-411	28	10	gel	gel	NOUN
easat-411	28	11	,	,	PUNCT
easat-411	28	12	ensuring	ensure	VERB
easat-411	28	13	that	that	SCONJ
easat-411	28	14	products	product	NOUN
easat-411	28	15	containing	contain	VERB
easat-411	28	16	it	it	PRON
easat-411	28	17	maintain	maintain	VERB
easat-411	28	18	their	their	PRON
easat-411	28	19	shape	shape	NOUN
easat-411	28	20	and	and	CCONJ
easat-411	28	21	texture	texture	NOUN
easat-411	28	22	even	even	ADV
easat-411	28	23	under	under	ADP
easat-411	28	24	heat	heat	NOUN
easat-411	28	25	exposure	exposure	NOUN
easat-411	28	26	,	,	PUNCT
easat-411	28	27	thereby	thereby	ADV
easat-411	28	28	preventing	prevent	VERB
easat-411	28	29	deformation	deformation	NOUN
easat-411	28	30	[	[	X
easat-411	28	31	9	9	NUM
easat-411	28	32	]	]	PUNCT
easat-411	28	33	.	.	PUNCT
easat-411	29	1	the	the	DET
easat-411	29	2	crafting	crafting	NOUN
easat-411	29	3	of	of	ADP
easat-411	29	4	gummy	gummy	ADJ
easat-411	29	5	jelly	jelly	NOUN
easat-411	29	6	,	,	PUNCT
easat-411	29	7	a	a	DET
easat-411	29	8	cherished	cherished	ADJ
easat-411	29	9	confection	confection	NOUN
easat-411	29	10	,	,	PUNCT
easat-411	29	11	entails	entail	VERB
easat-411	29	12	a	a	DET
easat-411	29	13	meticulous	meticulous	ADJ
easat-411	29	14	process	process	NOUN
easat-411	29	15	.	.	PUNCT
easat-411	30	1	this	this	DET
easat-411	30	2	process	process	NOUN
easat-411	30	3	involves	involve	VERB
easat-411	30	4	the	the	DET
easat-411	30	5	amalgamation	amalgamation	NOUN
easat-411	30	6	of	of	ADP
easat-411	30	7	fruit	fruit	NOUN
easat-411	30	8	or	or	CCONJ
easat-411	30	9	herbal	herbal	ADJ
easat-411	30	10	juice	juice	NOUN
easat-411	30	11	,	,	PUNCT
easat-411	30	12	sweeteners	sweetener	NOUN
easat-411	30	13	,	,	PUNCT
easat-411	30	14	and	and	CCONJ
easat-411	30	15	crucial	crucial	ADJ
easat-411	30	16	gelling	gel	VERB
easat-411	30	17	agents	agent	NOUN
easat-411	30	18	like	like	ADP
easat-411	30	19	gelatin	gelatin	NOUN
easat-411	30	20	and	and	CCONJ
easat-411	30	21	carrageenan	carrageenan	NOUN
easat-411	30	22	,	,	PUNCT
easat-411	30	23	which	which	PRON
easat-411	30	24	play	play	VERB
easat-411	30	25	a	a	DET
easat-411	30	26	pivotal	pivotal	ADJ
easat-411	30	27	role	role	NOUN
easat-411	30	28	in	in	ADP
easat-411	30	29	defining	define	VERB
easat-411	30	30	the	the	DET
easat-411	30	31	product	product	NOUN
easat-411	30	32	's	's	PART
easat-411	30	33	texture	texture	NOUN
easat-411	30	34	and	and	CCONJ
easat-411	30	35	structure	structure	NOUN
easat-411	30	36	[	[	X
easat-411	30	37	10	10	NUM
easat-411	30	38	-	-	SYM
easat-411	30	39	13	13	NUM
easat-411	30	40	]	]	PUNCT
easat-411	30	41	.	.	PUNCT
easat-411	31	1	this	this	DET
easat-411	31	2	detailed	detailed	ADJ
easat-411	31	3	craftsmanship	craftsmanship	NOUN
easat-411	31	4	results	result	NOUN
easat-411	31	5	in	in	ADP
easat-411	31	6	a	a	DET
easat-411	31	7	confection	confection	NOUN
easat-411	31	8	possessing	possess	VERB
easat-411	31	9	a	a	DET
easat-411	31	10	distinctively	distinctively	ADV
easat-411	31	11	sticky	sticky	ADJ
easat-411	31	12	yet	yet	ADV
easat-411	31	13	dry	dry	ADJ
easat-411	31	14	texture	texture	NOUN
easat-411	31	15	,	,	PUNCT
easat-411	31	16	which	which	PRON
easat-411	31	17	is	be	AUX
easat-411	31	18	vital	vital	ADJ
easat-411	31	19	for	for	ADP
easat-411	31	20	extending	extend	VERB
easat-411	31	21	its	its	PRON
easat-411	31	22	shelf	shelf	NOUN
easat-411	31	23	life	life	NOUN
easat-411	31	24	[	[	X
easat-411	31	25	14	14	NUM
easat-411	31	26	,	,	PUNCT
easat-411	31	27	15	15	NUM
easat-411	31	28	]	]	PUNCT
easat-411	31	29	.	.	PUNCT
easat-411	32	1	the	the	DET
easat-411	32	2	production	production	NOUN
easat-411	32	3	of	of	ADP
easat-411	32	4	gummy	gummy	ADJ
easat-411	32	5	jelly	jelly	NOUN
easat-411	32	6	involves	involve	VERB
easat-411	32	7	several	several	ADJ
easat-411	32	8	steps	step	NOUN
easat-411	32	9	,	,	PUNCT
easat-411	32	10	starting	start	VERB
easat-411	32	11	with	with	ADP
easat-411	32	12	the	the	DET
easat-411	32	13	drying	drying	NOUN
easat-411	32	14	of	of	ADP
easat-411	32	15	corn	corn	NOUN
easat-411	32	16	starch	starch	NOUN
easat-411	32	17	at	at	ADP
easat-411	32	18	60	60	NUM
easat-411	32	19	degrees	degree	NOUN
easat-411	32	20	celsius	celsius	NOUN
easat-411	32	21	for	for	ADP
easat-411	32	22	four	four	NUM
easat-411	32	23	hours	hour	NOUN
easat-411	32	24	[	[	X
easat-411	32	25	16	16	NUM
easat-411	32	26	]	]	PUNCT
easat-411	32	27	.	.	PUNCT
easat-411	33	1	the	the	DET
easat-411	33	2	dried	dry	VERB
easat-411	33	3	starch	starch	NOUN
easat-411	33	4	is	be	AUX
easat-411	33	5	then	then	ADV
easat-411	33	6	shaped	shape	VERB
easat-411	33	7	into	into	ADP
easat-411	33	8	molds	mold	NOUN
easat-411	33	9	to	to	PART
easat-411	33	10	create	create	VERB
easat-411	33	11	the	the	DET
easat-411	33	12	desired	desire	VERB
easat-411	33	13	gummy	gummy	ADJ
easat-411	33	14	shapes	shape	NOUN
easat-411	33	15	.	.	PUNCT
easat-411	34	1	the	the	DET
easat-411	34	2	recipe	recipe	NOUN
easat-411	34	3	for	for	ADP
easat-411	34	4	gummy	gummy	ADJ
easat-411	34	5	jelly	jelly	NOUN
easat-411	34	6	typically	typically	ADV
easat-411	34	7	includes	include	VERB
easat-411	34	8	sweeteners	sweetener	NOUN
easat-411	34	9	,	,	PUNCT
easat-411	34	10	gelling	gelling	NOUN
easat-411	34	11	agents	agent	NOUN
easat-411	34	12	,	,	PUNCT
easat-411	34	13	fruit	fruit	NOUN
easat-411	34	14	juice	juice	NOUN
easat-411	34	15	,	,	PUNCT
easat-411	34	16	food	food	NOUN
easat-411	34	17	coloring	coloring	NOUN
easat-411	34	18	,	,	PUNCT
easat-411	34	19	and	and	CCONJ
easat-411	34	20	various	various	ADJ
easat-411	34	21	flavors	flavor	NOUN
easat-411	34	22	,	,	PUNCT
easat-411	34	23	mixed	mix	VERB
easat-411	34	24	together	together	ADV
easat-411	34	25	to	to	PART
easat-411	34	26	form	form	VERB
easat-411	34	27	a	a	DET
easat-411	34	28	uniform	uniform	ADJ
easat-411	34	29	paste	paste	NOUN
easat-411	34	30	,	,	PUNCT
easat-411	34	31	which	which	PRON
easat-411	34	32	is	be	AUX
easat-411	34	33	then	then	ADV
easat-411	34	34	heated	heated	ADJ
easat-411	34	35	until	until	SCONJ
easat-411	34	36	it	it	PRON
easat-411	34	37	reaches	reach	VERB
easat-411	34	38	the	the	DET
easat-411	34	39	desired	desire	VERB
easat-411	34	40	thickness	thickness	NOUN
easat-411	34	41	and	and	CCONJ
easat-411	34	42	stickiness	stickiness	NOUN
easat-411	34	43	.	.	PUNCT
easat-411	35	1	the	the	DET
easat-411	35	2	mixture	mixture	NOUN
easat-411	35	3	is	be	AUX
easat-411	35	4	then	then	ADV
easat-411	35	5	carefully	carefully	ADV
easat-411	35	6	dropped	drop	VERB
easat-411	35	7	into	into	ADP
easat-411	35	8	molds	mold	NOUN
easat-411	35	9	,	,	PUNCT
easat-411	35	10	and	and	CCONJ
easat-411	35	11	the	the	DET
easat-411	35	12	gummy	gummy	ADJ
easat-411	35	13	jelly	jelly	NOUN
easat-411	35	14	is	be	AUX
easat-411	35	15	left	leave	VERB
easat-411	35	16	to	to	PART
easat-411	35	17	cool	cool	VERB
easat-411	35	18	for	for	ADP
easat-411	35	19	around	around	ADV
easat-411	35	20	12	12	NUM
easat-411	35	21	to	to	PART
easat-411	35	22	24	24	NUM
easat-411	35	23	hours	hour	NOUN
easat-411	35	24	.	.	PUNCT
easat-411	36	1	traditionally	traditionally	ADV
easat-411	36	2	,	,	PUNCT
easat-411	36	3	the	the	DET
easat-411	36	4	process	process	NOUN
easat-411	36	5	of	of	ADP
easat-411	36	6	dropping	drop	VERB
easat-411	36	7	gummy	gummy	ADJ
easat-411	36	8	jelly	jelly	NOUN
easat-411	36	9	into	into	ADP
easat-411	36	10	molds	mold	NOUN
easat-411	36	11	is	be	AUX
easat-411	36	12	done	do	VERB
easat-411	36	13	manually	manually	ADV
easat-411	36	14	,	,	PUNCT
easat-411	36	15	one	one	NUM
easat-411	36	16	piece	piece	NOUN
easat-411	36	17	at	at	ADP
easat-411	36	18	a	a	DET
easat-411	36	19	time	time	NOUN
easat-411	36	20	.	.	PUNCT
easat-411	37	1	the	the	DET
easat-411	37	2	physical	physical	ADJ
easat-411	37	3	characteristics	characteristic	NOUN
easat-411	37	4	of	of	ADP
easat-411	37	5	gummy	gummy	ADJ
easat-411	37	6	jelly	jelly	NOUN
easat-411	37	7	,	,	PUNCT
easat-411	37	8	which	which	PRON
easat-411	37	9	can	can	AUX
easat-411	37	10	coagulate	coagulate	VERB
easat-411	37	11	when	when	SCONJ
easat-411	37	12	exposed	expose	VERB
easat-411	37	13	to	to	ADP
easat-411	37	14	air	air	NOUN
easat-411	37	15	at	at	ADP
easat-411	37	16	temperatures	temperature	NOUN
easat-411	37	17	below	below	ADP
easat-411	37	18	its	its	PRON
easat-411	37	19	melting	melting	NOUN
easat-411	37	20	point	point	NOUN
easat-411	37	21	,	,	PUNCT
easat-411	37	22	have	have	VERB
easat-411	37	23	an	an	DET
easat-411	37	24	impact	impact	NOUN
easat-411	37	25	on	on	ADP
easat-411	37	26	this	this	DET
easat-411	37	27	time	time	NOUN
easat-411	37	28	-	-	PUNCT
easat-411	37	29	consuming	consume	VERB
easat-411	37	30	and	and	CCONJ
easat-411	37	31	labor	labor	NOUN
easat-411	37	32	-	-	PUNCT
easat-411	37	33	intensive	intensive	ADJ
easat-411	37	34	method	method	NOUN
easat-411	37	35	.	.	PUNCT
easat-411	38	1	sumrit	sumrit	PROPN
easat-411	38	2	,	,	PUNCT
easat-411	38	3	et	et	PROPN
easat-411	38	4	al	al	PROPN
easat-411	38	5	.	.	PUNCT
easat-411	39	1	[	[	X
easat-411	39	2	16	16	NUM
easat-411	39	3	]	]	PUNCT
easat-411	39	4	attempted	attempt	VERB
easat-411	39	5	to	to	PART
easat-411	39	6	address	address	VERB
easat-411	39	7	this	this	DET
easat-411	39	8	issue	issue	NOUN
easat-411	39	9	by	by	ADP
easat-411	39	10	designing	design	VERB
easat-411	39	11	and	and	CCONJ
easat-411	39	12	building	build	VERB
easat-411	39	13	a	a	DET
easat-411	39	14	prototype	prototype	NOUN
easat-411	39	15	gummy	gummy	ADJ
easat-411	39	16	jelly	jelly	NOUN
easat-411	39	17	dispenser	dispenser	NOUN
easat-411	39	18	to	to	PART
easat-411	39	19	improve	improve	VERB
easat-411	39	20	efficiency	efficiency	NOUN
easat-411	39	21	compared	compare	VERB
easat-411	39	22	to	to	ADP
easat-411	39	23	the	the	DET
easat-411	39	24	manual	manual	ADJ
easat-411	39	25	method	method	NOUN
easat-411	39	26	.	.	PUNCT
easat-411	40	1	the	the	DET
easat-411	40	2	results	result	NOUN
easat-411	40	3	were	be	AUX
easat-411	40	4	promising	promise	VERB
easat-411	40	5	,	,	PUNCT
easat-411	40	6	with	with	ADP
easat-411	40	7	an	an	DET
easat-411	40	8	83.33	83.33	NUM
easat-411	40	9	percent	percent	NOUN
easat-411	40	10	increase	increase	NOUN
easat-411	40	11	in	in	ADP
easat-411	40	12	work	work	NOUN
easat-411	40	13	efficiency	efficiency	NOUN
easat-411	40	14	,	,	PUNCT
easat-411	40	15	reducing	reduce	VERB
easat-411	40	16	the	the	DET
easat-411	40	17	average	average	ADJ
easat-411	40	18	time	time	NOUN
easat-411	40	19	required	require	VERB
easat-411	40	20	from	from	ADP
easat-411	40	21	16.08	16.08	NUM
easat-411	40	22	minutes	minute	NOUN
easat-411	40	23	to	to	ADP
easat-411	40	24	2.69	2.69	NUM
easat-411	40	25	minutes	minute	NOUN
easat-411	40	26	.	.	PUNCT
easat-411	41	1	however	however	ADV
easat-411	41	2	,	,	PUNCT
easat-411	41	3	the	the	DET
easat-411	41	4	prototype	prototype	NOUN
easat-411	41	5	machine	machine	NOUN
easat-411	41	6	faced	face	VERB
easat-411	41	7	challenges	challenge	NOUN
easat-411	41	8	as	as	ADP
easat-411	41	9	the	the	DET
easat-411	41	10	temperature	temperature	NOUN
easat-411	41	11	of	of	ADP
easat-411	41	12	the	the	DET
easat-411	41	13	liquid	liquid	ADJ
easat-411	41	14	gummy	gummy	ADJ
easat-411	41	15	jelly	jelly	NOUN
easat-411	41	16	dropped	drop	VERB
easat-411	41	17	rapidly	rapidly	ADV
easat-411	41	18	during	during	ADP
easat-411	41	19	the	the	DET
easat-411	41	20	process	process	NOUN
easat-411	41	21	.	.	PUNCT
easat-411	42	1	the	the	DET
easat-411	42	2	rapid	rapid	ADJ
easat-411	42	3	cooling	cooling	NOUN
easat-411	42	4	of	of	ADP
easat-411	42	5	the	the	DET
easat-411	42	6	liquid	liquid	ADJ
easat-411	42	7	gummy	gummy	ADJ
easat-411	42	8	jelly	jelly	NOUN
easat-411	42	9	led	lead	VERB
easat-411	42	10	to	to	ADP
easat-411	42	11	clumping	clump	VERB
easat-411	42	12	and	and	CCONJ
easat-411	42	13	clogging	clogging	NOUN
easat-411	42	14	of	of	ADP
easat-411	42	15	the	the	DET
easat-411	42	16	dropper	dropper	NOUN
easat-411	42	17	holes	hole	NOUN
easat-411	42	18	,	,	PUNCT
easat-411	42	19	hindering	hinder	VERB
easat-411	42	20	continuous	continuous	ADJ
easat-411	42	21	production	production	NOUN
easat-411	42	22	.	.	PUNCT
easat-411	43	1	to	to	PART
easat-411	43	2	overcome	overcome	VERB
easat-411	43	3	these	these	DET
easat-411	43	4	challenges	challenge	NOUN
easat-411	43	5	,	,	PUNCT
easat-411	43	6	this	this	DET
easat-411	43	7	research	research	NOUN
easat-411	43	8	aims	aim	VERB
easat-411	43	9	to	to	PART
easat-411	43	10	develop	develop	VERB
easat-411	43	11	and	and	CCONJ
easat-411	43	12	evaluate	evaluate	VERB
easat-411	43	13	the	the	DET
easat-411	43	14	performance	performance	NOUN
easat-411	43	15	of	of	ADP
easat-411	43	16	a	a	DET
easat-411	43	17	semiautomatic	semiautomatic	ADJ
easat-411	43	18	gummy	gummy	ADJ
easat-411	43	19	jelly	jelly	NOUN
easat-411	43	20	dropping	drop	VERB
easat-411	43	21	machine	machine	NOUN
easat-411	43	22	.	.	PUNCT
easat-411	44	1	the	the	DET
easat-411	44	2	proposed	propose	VERB
easat-411	44	3	solution	solution	NOUN
easat-411	44	4	involves	involve	VERB
easat-411	44	5	the	the	DET
easat-411	44	6	installation	installation	NOUN
easat-411	44	7	of	of	ADP
easat-411	44	8	a	a	DET
easat-411	44	9	heater	heater	NOUN
easat-411	44	10	to	to	PART
easat-411	44	11	maintain	maintain	VERB
easat-411	44	12	the	the	DET
easat-411	44	13	gummy	gummy	ADJ
easat-411	44	14	jelly	jelly	NOUN
easat-411	44	15	's	's	PART
easat-411	44	16	temperature	temperature	NOUN
easat-411	44	17	,	,	PUNCT
easat-411	44	18	preventing	prevent	VERB
easat-411	44	19	it	it	PRON
easat-411	44	20	from	from	ADP
easat-411	44	21	coagulating	coagulate	VERB
easat-411	44	22	and	and	CCONJ
easat-411	44	23	clogging	clog	VERB
easat-411	44	24	the	the	DET
easat-411	44	25	dropper	dropper	NOUN
easat-411	44	26	hole	hole	NOUN
easat-411	44	27	mechanism	mechanism	NOUN
easat-411	44	28	.	.	PUNCT
easat-411	45	1	this	this	DET
easat-411	45	2	innovation	innovation	NOUN
easat-411	45	3	promises	promise	VERB
easat-411	45	4	to	to	PART
easat-411	45	5	enable	enable	VERB
easat-411	45	6	continuous	continuous	ADJ
easat-411	45	7	operation	operation	NOUN
easat-411	45	8	,	,	PUNCT
easat-411	45	9	shorten	shorten	VERB
easat-411	45	10	the	the	DET
easat-411	45	11	time	time	NOUN
easat-411	45	12	required	require	VERB
easat-411	45	13	to	to	PART
easat-411	45	14	drop	drop	VERB
easat-411	45	15	gummy	gummy	ADJ
easat-411	45	16	jelly	jelly	NOUN
easat-411	45	17	,	,	PUNCT
easat-411	45	18	and	and	CCONJ
easat-411	45	19	improve	improve	VERB
easat-411	45	20	the	the	DET
easat-411	45	21	consistency	consistency	NOUN
easat-411	45	22	and	and	CCONJ
easat-411	45	23	capacity	capacity	NOUN
easat-411	45	24	of	of	ADP
easat-411	45	25	gummy	gummy	ADJ
easat-411	45	26	jelly	jelly	NOUN
easat-411	45	27	production	production	NOUN
easat-411	45	28	.	.	PUNCT
easat-411	46	1	2	2	X
easat-411	46	2	.	.	X
easat-411	46	3	literature	literature	NOUN
easat-411	46	4	review	review	VERB
easat-411	46	5	the	the	DET
easat-411	46	6	confectionery	confectionery	NOUN
easat-411	46	7	industry	industry	NOUN
easat-411	46	8	operates	operate	VERB
easat-411	46	9	in	in	ADP
easat-411	46	10	a	a	DET
easat-411	46	11	dynamic	dynamic	ADJ
easat-411	46	12	environment	environment	NOUN
easat-411	46	13	that	that	PRON
easat-411	46	14	constantly	constantly	ADV
easat-411	46	15	seeks	seek	VERB
easat-411	46	16	innovation	innovation	NOUN
easat-411	46	17	to	to	PART
easat-411	46	18	enhance	enhance	VERB
easat-411	46	19	production	production	NOUN
easat-411	46	20	efficiency	efficiency	NOUN
easat-411	46	21	while	while	SCONJ
easat-411	46	22	ensuring	ensure	VERB
easat-411	46	23	product	product	NOUN
easat-411	46	24	quality	quality	NOUN
easat-411	46	25	.	.	PUNCT
easat-411	47	1	a	a	DET
easat-411	47	2	crucial	crucial	ADJ
easat-411	47	3	aspect	aspect	NOUN
easat-411	47	4	of	of	ADP
easat-411	47	5	this	this	DET
easat-411	47	6	evolution	evolution	NOUN
easat-411	47	7	involves	involve	VERB
easat-411	47	8	the	the	DET
easat-411	47	9	development	development	NOUN
easat-411	47	10	and	and	CCONJ
easat-411	47	11	optimization	optimization	NOUN
easat-411	47	12	of	of	ADP
easat-411	47	13	machinery	machinery	NOUN
easat-411	47	14	,	,	PUNCT
easat-411	47	15	particularly	particularly	ADV
easat-411	47	16	the	the	DET
easat-411	47	17	design	design	NOUN
easat-411	47	18	and	and	CCONJ
easat-411	47	19	evaluation	evaluation	NOUN
easat-411	47	20	of	of	ADP
easat-411	47	21	semiautomatic	semiautomatic	ADJ
easat-411	47	22	gummy	gummy	ADJ
easat-411	47	23	jelly	jelly	NOUN
easat-411	47	24	dropping	dropping	NOUN
easat-411	47	25	machines	machine	NOUN
easat-411	47	26	.	.	PUNCT
easat-411	48	1	such	such	ADJ
easat-411	48	2	advancements	advancement	NOUN
easat-411	48	3	significantly	significantly	ADV
easat-411	48	4	impact	impact	VERB
easat-411	48	5	production	production	NOUN
easat-411	48	6	rates	rate	NOUN
easat-411	48	7	and	and	CCONJ
easat-411	48	8	the	the	DET
easat-411	48	9	consistency	consistency	NOUN
easat-411	48	10	of	of	ADP
easat-411	48	11	the	the	DET
easat-411	48	12	final	final	ADJ
easat-411	48	13	product	product	NOUN
easat-411	48	14	.	.	PUNCT
easat-411	49	1	dai	dai	PROPN
easat-411	50	1	[	[	X
easat-411	50	2	17	17	NUM
easat-411	50	3	]	]	PUNCT
easat-411	50	4	highlighted	highlight	VERB
easat-411	50	5	the	the	DET
easat-411	50	6	challenges	challenge	NOUN
easat-411	50	7	within	within	ADP
easat-411	50	8	the	the	DET
easat-411	50	9	confectionery	confectionery	NOUN
easat-411	50	10	industry	industry	NOUN
easat-411	50	11	related	relate	VERB
easat-411	50	12	to	to	ADP
easat-411	50	13	packaging	packaging	NOUN
easat-411	50	14	,	,	PUNCT
easat-411	50	15	often	often	ADV
easat-411	50	16	carried	carry	VERB
easat-411	50	17	out	out	ADP
easat-411	50	18	manually	manually	ADV
easat-411	50	19	,	,	PUNCT
easat-411	50	20	leading	lead	VERB
easat-411	50	21	to	to	ADP
easat-411	50	22	issues	issue	NOUN
easat-411	50	23	like	like	ADP
easat-411	50	24	waste	waste	NOUN
easat-411	50	25	,	,	PUNCT
easat-411	50	26	injuries	injury	NOUN
easat-411	50	27	,	,	PUNCT
easat-411	50	28	and	and	CCONJ
easat-411	50	29	hygiene	hygiene	NOUN
easat-411	50	30	concerns	concern	NOUN
easat-411	50	31	.	.	PUNCT
easat-411	51	1	automation	automation	NOUN
easat-411	51	2	of	of	ADP
easat-411	51	3	packaging	packaging	NOUN
easat-411	51	4	processes	process	NOUN
easat-411	51	5	is	be	AUX
easat-411	51	6	crucial	crucial	ADJ
easat-411	51	7	to	to	ADP
easat-411	51	8	reducing	reduce	VERB
easat-411	51	9	these	these	DET
easat-411	51	10	problems	problem	NOUN
easat-411	51	11	,	,	PUNCT
easat-411	51	12	particularly	particularly	ADV
easat-411	51	13	given	give	VERB
easat-411	51	14	the	the	DET
easat-411	51	15	industry	industry	NOUN
easat-411	51	16	's	's	PART
easat-411	51	17	frequent	frequent	ADJ
easat-411	51	18	changeovers	changeover	NOUN
easat-411	51	19	due	due	ADP
easat-411	51	20	to	to	ADP
easat-411	51	21	the	the	DET
easat-411	51	22	wide	wide	ADJ
easat-411	51	23	variety	variety	NOUN
easat-411	51	24	of	of	ADP
easat-411	51	25	products	product	NOUN
easat-411	51	26	manufactured	manufacture	VERB
easat-411	51	27	.	.	PUNCT
easat-411	52	1	reconfigurable	reconfigurable	ADJ
easat-411	52	2	mechanisms	mechanism	NOUN
easat-411	52	3	and	and	CCONJ
easat-411	52	4	flexible	flexible	ADJ
easat-411	52	5	packaging	packaging	NOUN
easat-411	52	6	automation	automation	NOUN
easat-411	52	7	systems	system	NOUN
easat-411	52	8	have	have	AUX
easat-411	52	9	been	be	AUX
easat-411	52	10	explored	explore	VERB
easat-411	52	11	,	,	PUNCT
easat-411	52	12	indicating	indicate	VERB
easat-411	52	13	potential	potential	ADJ
easat-411	52	14	solutions	solution	NOUN
easat-411	52	15	to	to	PART
easat-411	52	16	address	address	VERB
easat-411	52	17	these	these	DET
easat-411	52	18	challenges	challenge	NOUN
easat-411	52	19	.	.	PUNCT
easat-411	53	1	3	3	NUM
easat-411	53	2	edelweiss	edelweiss	PROPN
easat-411	53	3	applied	apply	VERB
easat-411	53	4	science	science	NOUN
easat-411	53	5	and	and	CCONJ
easat-411	53	6	technology	technology	NOUN
easat-411	53	7	issn	issn	PROPN
easat-411	53	8	:	:	PUNCT
easat-411	53	9	2576	2576	NUM
easat-411	53	10	-	-	SYM
easat-411	53	11	8484	8484	NUM
easat-411	53	12	vol	vol	NOUN
easat-411	53	13	.	.	PROPN
easat-411	53	14	8	8	NUM
easat-411	53	15	,	,	PUNCT
easat-411	53	16	no	no	INTJ
easat-411	53	17	.	.	NOUN
easat-411	54	1	1	1	NUM
easat-411	54	2	:	:	SYM
easat-411	54	3	1	1	NUM
easat-411	54	4	-	-	SYM
easat-411	54	5	12	12	NUM
easat-411	54	6	,	,	PUNCT
easat-411	54	7	2024	2024	NUM
easat-411	54	8	doi	doi	NOUN
easat-411	54	9	:	:	PUNCT
easat-411	54	10	10.55214/25768484.v8i1.411	10.55214/25768484.v8i1.411	NUM
easat-411	54	11	©	©	PROPN
easat-411	54	12	2024	2024	NUM
easat-411	54	13	by	by	ADP
easat-411	54	14	the	the	DET
easat-411	54	15	authors	author	NOUN
easat-411	54	16	;	;	PUNCT
easat-411	54	17	licensee	licensee	PROPN
easat-411	54	18	learning	learning	NOUN
easat-411	54	19	gate	gate	NOUN
easat-411	54	20	in	in	ADP
easat-411	54	21	recent	recent	ADJ
easat-411	54	22	years	year	NOUN
easat-411	54	23	,	,	PUNCT
easat-411	54	24	the	the	DET
easat-411	54	25	integration	integration	NOUN
easat-411	54	26	of	of	ADP
easat-411	54	27	cutting	cut	VERB
easat-411	54	28	-	-	PUNCT
easat-411	54	29	edge	edge	NOUN
easat-411	54	30	technologies	technology	NOUN
easat-411	54	31	like	like	ADP
easat-411	54	32	artificial	artificial	ADJ
easat-411	54	33	intelligence	intelligence	NOUN
easat-411	54	34	(	(	PUNCT
easat-411	54	35	ai	ai	NOUN
easat-411	54	36	)	)	PUNCT
easat-411	54	37	and	and	CCONJ
easat-411	54	38	machine	machine	NOUN
easat-411	54	39	learning	learning	NOUN
easat-411	54	40	(	(	PUNCT
easat-411	54	41	ml	ml	NOUN
easat-411	54	42	)	)	PUNCT
easat-411	54	43	has	have	AUX
easat-411	54	44	revolutionized	revolutionize	VERB
easat-411	54	45	the	the	DET
easat-411	54	46	food	food	NOUN
easat-411	54	47	processing	processing	NOUN
easat-411	54	48	industry	industry	NOUN
easat-411	54	49	.	.	PUNCT
easat-411	55	1	addanki	addanki	PROPN
easat-411	55	2	,	,	PUNCT
easat-411	55	3	et	et	PROPN
easat-411	55	4	al	al	PROPN
easat-411	55	5	.	.	PUNCT
easat-411	56	1	[	[	X
easat-411	56	2	18	18	NUM
easat-411	56	3	]	]	PUNCT
easat-411	56	4	study	study	NOUN
easat-411	56	5	highlighted	highlight	VERB
easat-411	56	6	the	the	DET
easat-411	56	7	pivotal	pivotal	ADJ
easat-411	56	8	role	role	NOUN
easat-411	56	9	of	of	ADP
easat-411	56	10	ai	ai	NOUN
easat-411	56	11	and	and	CCONJ
easat-411	56	12	ml	ml	X
easat-411	56	13	in	in	ADP
easat-411	56	14	addressing	address	VERB
easat-411	56	15	the	the	DET
easat-411	56	16	demands	demand	NOUN
easat-411	56	17	for	for	ADP
easat-411	56	18	improved	improved	ADJ
easat-411	56	19	food	food	NOUN
easat-411	56	20	quality	quality	NOUN
easat-411	56	21	,	,	PUNCT
easat-411	56	22	nutritional	nutritional	ADJ
easat-411	56	23	value	value	NOUN
easat-411	56	24	,	,	PUNCT
easat-411	56	25	and	and	CCONJ
easat-411	56	26	processing	processing	NOUN
easat-411	56	27	methods	method	NOUN
easat-411	56	28	.	.	PUNCT
easat-411	57	1	the	the	DET
easat-411	57	2	review	review	NOUN
easat-411	57	3	emphasized	emphasize	VERB
easat-411	57	4	the	the	DET
easat-411	57	5	interdisciplinary	interdisciplinary	ADJ
easat-411	57	6	nature	nature	NOUN
easat-411	57	7	of	of	ADP
easat-411	57	8	ai	ai	PROPN
easat-411	57	9	's	's	PART
easat-411	57	10	application	application	NOUN
easat-411	57	11	,	,	PUNCT
easat-411	57	12	showcasing	showcase	VERB
easat-411	57	13	its	its	PRON
easat-411	57	14	potential	potential	NOUN
easat-411	57	15	to	to	PART
easat-411	57	16	enhance	enhance	VERB
easat-411	57	17	performance	performance	NOUN
easat-411	57	18	across	across	ADP
easat-411	57	19	various	various	ADJ
easat-411	57	20	segments	segment	NOUN
easat-411	57	21	of	of	ADP
easat-411	57	22	the	the	DET
easat-411	57	23	food	food	NOUN
easat-411	57	24	sector	sector	NOUN
easat-411	57	25	.	.	PUNCT
easat-411	58	1	furthermore	furthermore	ADV
easat-411	58	2	,	,	PUNCT
easat-411	58	3	the	the	DET
easat-411	58	4	study	study	NOUN
easat-411	58	5	emphasized	emphasize	VERB
easat-411	58	6	the	the	DET
easat-411	58	7	role	role	NOUN
easat-411	58	8	of	of	ADP
easat-411	58	9	robotics	robotic	NOUN
easat-411	58	10	in	in	ADP
easat-411	58	11	streamlining	streamline	VERB
easat-411	58	12	processes	process	NOUN
easat-411	58	13	within	within	ADP
easat-411	58	14	the	the	DET
easat-411	58	15	food	food	NOUN
easat-411	58	16	and	and	CCONJ
easat-411	58	17	beverage	beverage	NOUN
easat-411	58	18	industries	industry	NOUN
easat-411	58	19	.	.	PUNCT
easat-411	59	1	studies	study	NOUN
easat-411	59	2	conducted	conduct	VERB
easat-411	59	3	by	by	ADP
easat-411	59	4	kaewsorn	kaewsorn	VERB
easat-411	59	5	,	,	PUNCT
easat-411	59	6	et	et	PROPN
easat-411	59	7	al	al	PROPN
easat-411	59	8	.	.	PUNCT
easat-411	60	1	[	[	X
easat-411	60	2	19	19	NUM
easat-411	60	3	]	]	PUNCT
easat-411	60	4	and	and	CCONJ
easat-411	60	5	onmankhong	onmankhong	PROPN
easat-411	60	6	,	,	PUNCT
easat-411	60	7	et	et	PROPN
easat-411	60	8	al	al	PROPN
easat-411	60	9	.	.	PUNCT
easat-411	61	1	[	[	X
easat-411	61	2	20	20	NUM
easat-411	61	3	]	]	PUNCT
easat-411	61	4	focused	focus	VERB
easat-411	61	5	on	on	ADP
easat-411	61	6	evaluating	evaluate	VERB
easat-411	61	7	the	the	DET
easat-411	61	8	textural	textural	ADJ
easat-411	61	9	qualities	quality	NOUN
easat-411	61	10	of	of	ADP
easat-411	61	11	food	food	NOUN
easat-411	61	12	products	product	NOUN
easat-411	61	13	,	,	PUNCT
easat-411	61	14	such	such	ADJ
easat-411	61	15	as	as	ADP
easat-411	61	16	cooked	cook	VERB
easat-411	61	17	rice	rice	NOUN
easat-411	61	18	,	,	PUNCT
easat-411	61	19	showcasing	showcase	VERB
easat-411	61	20	the	the	DET
easat-411	61	21	importance	importance	NOUN
easat-411	61	22	of	of	ADP
easat-411	61	23	processing	processing	NOUN
easat-411	61	24	parameters	parameter	NOUN
easat-411	61	25	in	in	ADP
easat-411	61	26	influencing	influence	VERB
easat-411	61	27	physical	physical	ADJ
easat-411	61	28	and	and	CCONJ
easat-411	61	29	chemical	chemical	NOUN
easat-411	61	30	properties	property	NOUN
easat-411	61	31	.	.	PUNCT
easat-411	62	1	these	these	DET
easat-411	62	2	studies	study	NOUN
easat-411	62	3	underscored	underscore	VERB
easat-411	62	4	the	the	DET
easat-411	62	5	profound	profound	ADJ
easat-411	62	6	impact	impact	NOUN
easat-411	62	7	of	of	ADP
easat-411	62	8	soaking	soaking	NOUN
easat-411	62	9	,	,	PUNCT
easat-411	62	10	steaming	steaming	NOUN
easat-411	62	11	,	,	PUNCT
easat-411	62	12	and	and	CCONJ
easat-411	62	13	incubation	incubation	NOUN
easat-411	62	14	durations	duration	NOUN
easat-411	62	15	on	on	ADP
easat-411	62	16	the	the	DET
easat-411	62	17	texture	texture	NOUN
easat-411	62	18	and	and	CCONJ
easat-411	62	19	overall	overall	ADJ
easat-411	62	20	quality	quality	NOUN
easat-411	62	21	of	of	ADP
easat-411	62	22	food	food	NOUN
easat-411	62	23	items	item	NOUN
easat-411	62	24	.	.	PUNCT
easat-411	63	1	the	the	DET
easat-411	63	2	agro	agro	NOUN
easat-411	63	3	-	-	PUNCT
easat-411	63	4	processing	process	VERB
easat-411	63	5	industry	industry	NOUN
easat-411	63	6	has	have	AUX
easat-411	63	7	also	also	ADV
easat-411	63	8	witnessed	witness	VERB
easat-411	63	9	significant	significant	ADJ
easat-411	63	10	innovations	innovation	NOUN
easat-411	63	11	aimed	aim	VERB
easat-411	63	12	at	at	ADP
easat-411	63	13	improving	improve	VERB
easat-411	63	14	efficiency	efficiency	NOUN
easat-411	63	15	and	and	CCONJ
easat-411	63	16	addressing	address	VERB
easat-411	63	17	labor	labor	NOUN
easat-411	63	18	-	-	PUNCT
easat-411	63	19	intensive	intensive	ADJ
easat-411	63	20	processes	process	NOUN
easat-411	63	21	.	.	PUNCT
easat-411	64	1	msuya	msuya	PROPN
easat-411	65	1	[	[	X
easat-411	65	2	21	21	NUM
easat-411	65	3	]	]	PUNCT
easat-411	65	4	addressed	address	VERB
easat-411	65	5	the	the	DET
easat-411	65	6	inefficiencies	inefficiency	NOUN
easat-411	65	7	and	and	CCONJ
easat-411	65	8	safety	safety	NOUN
easat-411	65	9	hazards	hazard	NOUN
easat-411	65	10	of	of	ADP
easat-411	65	11	traditional	traditional	ADJ
easat-411	65	12	vegetable	vegetable	NOUN
easat-411	65	13	slicing	slicing	NOUN
easat-411	65	14	methods	method	NOUN
easat-411	65	15	.	.	PUNCT
easat-411	66	1	the	the	DET
easat-411	66	2	study	study	NOUN
easat-411	66	3	presented	present	VERB
easat-411	66	4	the	the	DET
easat-411	66	5	design	design	NOUN
easat-411	66	6	and	and	CCONJ
easat-411	66	7	testing	testing	NOUN
easat-411	66	8	of	of	ADP
easat-411	66	9	a	a	DET
easat-411	66	10	vegetable	vegetable	NOUN
easat-411	66	11	slicing	slicing	NOUN
easat-411	66	12	machine	machine	NOUN
easat-411	66	13	,	,	PUNCT
easat-411	66	14	aiming	aim	VERB
easat-411	66	15	to	to	PART
easat-411	66	16	improve	improve	VERB
easat-411	66	17	efficiency	efficiency	NOUN
easat-411	66	18	,	,	PUNCT
easat-411	66	19	hygiene	hygiene	NOUN
easat-411	66	20	,	,	PUNCT
easat-411	66	21	and	and	CCONJ
easat-411	66	22	the	the	DET
easat-411	66	23	drying	dry	VERB
easat-411	66	24	process	process	NOUN
easat-411	66	25	for	for	ADP
easat-411	66	26	vegetables	vegetable	NOUN
easat-411	66	27	,	,	PUNCT
easat-411	66	28	thereby	thereby	ADV
easat-411	66	29	enabling	enable	VERB
easat-411	66	30	better	well	ADJ
easat-411	66	31	preservation	preservation	NOUN
easat-411	66	32	and	and	CCONJ
easat-411	66	33	storage	storage	NOUN
easat-411	66	34	for	for	ADP
easat-411	66	35	future	future	ADJ
easat-411	66	36	use	use	NOUN
easat-411	66	37	.	.	PUNCT
easat-411	67	1	similarly	similarly	ADV
easat-411	67	2	,	,	PUNCT
easat-411	67	3	esenamunjor	esenamunjor	NOUN
easat-411	67	4	,	,	PUNCT
easat-411	67	5	et	et	PROPN
easat-411	67	6	al	al	PROPN
easat-411	67	7	.	.	PUNCT
easat-411	68	1	[	[	X
easat-411	68	2	22	22	NUM
easat-411	68	3	]	]	PUNCT
easat-411	68	4	focused	focus	VERB
easat-411	68	5	on	on	ADP
easat-411	68	6	cassava	cassava	NOUN
easat-411	68	7	processing	processing	NOUN
easat-411	68	8	,	,	PUNCT
easat-411	68	9	designing	designing	NOUN
easat-411	68	10	and	and	CCONJ
easat-411	68	11	evaluating	evaluate	VERB
easat-411	68	12	a	a	DET
easat-411	68	13	cassava	cassava	NOUN
easat-411	68	14	peeling	peel	VERB
easat-411	68	15	machine	machine	NOUN
easat-411	68	16	to	to	PART
easat-411	68	17	mitigate	mitigate	VERB
easat-411	68	18	labor	labor	NOUN
easat-411	68	19	-	-	PUNCT
easat-411	68	20	intensive	intensive	ADJ
easat-411	68	21	tasks	task	NOUN
easat-411	68	22	and	and	CCONJ
easat-411	68	23	enhance	enhance	VERB
easat-411	68	24	processing	processing	NOUN
easat-411	68	25	efficiency	efficiency	NOUN
easat-411	68	26	.	.	PUNCT
easat-411	69	1	the	the	DET
easat-411	69	2	machine	machine	NOUN
easat-411	69	3	's	's	PART
easat-411	69	4	performance	performance	NOUN
easat-411	69	5	metrics	metric	NOUN
easat-411	69	6	,	,	PUNCT
easat-411	69	7	including	include	VERB
easat-411	69	8	peeling	peel	VERB
easat-411	69	9	efficiency	efficiency	NOUN
easat-411	69	10	and	and	CCONJ
easat-411	69	11	throughput	throughput	NOUN
easat-411	69	12	capacity	capacity	NOUN
easat-411	69	13	,	,	PUNCT
easat-411	69	14	demonstrated	demonstrate	VERB
easat-411	69	15	significant	significant	ADJ
easat-411	69	16	improvements	improvement	NOUN
easat-411	69	17	in	in	ADP
easat-411	69	18	cassava	cassava	NOUN
easat-411	69	19	processing	processing	NOUN
easat-411	69	20	.	.	PUNCT
easat-411	70	1	moreover	moreover	ADV
easat-411	70	2	,	,	PUNCT
easat-411	70	3	advancements	advancement	NOUN
easat-411	70	4	in	in	ADP
easat-411	70	5	food	food	NOUN
easat-411	70	6	processing	processing	NOUN
easat-411	70	7	machinery	machinery	NOUN
easat-411	70	8	encompass	encompass	VERB
easat-411	70	9	a	a	DET
easat-411	70	10	wide	wide	ADJ
easat-411	70	11	array	array	NOUN
easat-411	70	12	of	of	ADP
easat-411	70	13	innovations	innovation	NOUN
easat-411	70	14	tailored	tailor	VERB
easat-411	70	15	to	to	ADP
easat-411	70	16	different	different	ADJ
easat-411	70	17	food	food	NOUN
easat-411	70	18	items	item	NOUN
easat-411	70	19	and	and	CCONJ
easat-411	70	20	processing	processing	NOUN
easat-411	70	21	requirements	requirement	NOUN
easat-411	70	22	.	.	PUNCT
easat-411	71	1	studies	study	NOUN
easat-411	71	2	such	such	ADJ
easat-411	71	3	as	as	ADP
easat-411	71	4	mizar	mizar	PROPN
easat-411	71	5	,	,	PUNCT
easat-411	71	6	et	et	PROPN
easat-411	71	7	al	al	PROPN
easat-411	71	8	.	.	PUNCT
easat-411	72	1	[	[	X
easat-411	72	2	23	23	NUM
easat-411	72	3	]	]	PUNCT
easat-411	72	4	contributed	contribute	VERB
easat-411	72	5	to	to	ADP
easat-411	72	6	the	the	DET
easat-411	72	7	development	development	NOUN
easat-411	72	8	of	of	ADP
easat-411	72	9	a	a	DET
easat-411	72	10	multi	multi	ADJ
easat-411	72	11	-	-	ADJ
easat-411	72	12	intake	intake	ADJ
easat-411	72	13	food	food	NOUN
easat-411	72	14	cutting	cut	VERB
easat-411	72	15	machine	machine	NOUN
easat-411	72	16	,	,	PUNCT
easat-411	72	17	showcasing	showcase	VERB
easat-411	72	18	its	its	PRON
easat-411	72	19	capacity	capacity	NOUN
easat-411	72	20	and	and	CCONJ
easat-411	72	21	efficiency	efficiency	NOUN
easat-411	72	22	in	in	ADP
easat-411	72	23	cutting	cut	VERB
easat-411	72	24	various	various	ADJ
easat-411	72	25	food	food	NOUN
easat-411	72	26	materials	material	NOUN
easat-411	72	27	simultaneously	simultaneously	ADV
easat-411	72	28	.	.	PUNCT
easat-411	73	1	the	the	DET
easat-411	73	2	machine	machine	NOUN
easat-411	73	3	's	's	PART
easat-411	73	4	ability	ability	NOUN
easat-411	73	5	to	to	PART
easat-411	73	6	produce	produce	VERB
easat-411	73	7	uniform	uniform	NOUN
easat-411	73	8	cuts	cut	NOUN
easat-411	73	9	at	at	ADP
easat-411	73	10	a	a	DET
easat-411	73	11	high	high	ADJ
easat-411	73	12	capacity	capacity	NOUN
easat-411	73	13	proved	prove	VERB
easat-411	73	14	advantageous	advantageous	ADJ
easat-411	73	15	for	for	ADP
easat-411	73	16	small	small	ADJ
easat-411	73	17	and	and	CCONJ
easat-411	73	18	medium	medium	ADJ
easat-411	73	19	food	food	NOUN
easat-411	73	20	enterprises	enterprise	NOUN
easat-411	73	21	.	.	PUNCT
easat-411	74	1	moreover	moreover	ADV
easat-411	74	2	,	,	PUNCT
easat-411	74	3	mahamude	mahamude	NOUN
easat-411	74	4	,	,	PUNCT
easat-411	74	5	et	et	PROPN
easat-411	74	6	al	al	PROPN
easat-411	74	7	.	.	PUNCT
easat-411	75	1	[	[	X
easat-411	75	2	24	24	NUM
easat-411	75	3	]	]	PUNCT
easat-411	75	4	concentrated	concentrate	VERB
easat-411	75	5	on	on	ADP
easat-411	75	6	designing	design	VERB
easat-411	75	7	an	an	DET
easat-411	75	8	intelligent	intelligent	ADJ
easat-411	75	9	mixer	mixer	NOUN
easat-411	75	10	machine	machine	NOUN
easat-411	75	11	for	for	ADP
easat-411	75	12	specific	specific	ADJ
easat-411	75	13	food	food	NOUN
easat-411	75	14	applications	application	NOUN
easat-411	75	15	,	,	PUNCT
easat-411	75	16	with	with	ADP
easat-411	75	17	a	a	DET
easat-411	75	18	focus	focus	NOUN
easat-411	75	19	on	on	ADP
easat-411	75	20	enhancing	enhance	VERB
easat-411	75	21	food	food	NOUN
easat-411	75	22	processing	processing	NOUN
easat-411	75	23	efficiency	efficiency	NOUN
easat-411	75	24	and	and	CCONJ
easat-411	75	25	functionality	functionality	NOUN
easat-411	75	26	.	.	PUNCT
easat-411	76	1	in	in	ADP
easat-411	76	2	the	the	DET
easat-411	76	3	context	context	NOUN
easat-411	76	4	of	of	ADP
easat-411	76	5	small	small	ADJ
easat-411	76	6	-	-	PUNCT
easat-411	76	7	scale	scale	NOUN
easat-411	76	8	food	food	NOUN
easat-411	76	9	processing	processing	NOUN
easat-411	76	10	industries	industry	NOUN
easat-411	76	11	,	,	PUNCT
easat-411	76	12	sonawane	sonawane	NOUN
easat-411	76	13	,	,	PUNCT
easat-411	76	14	et	et	PROPN
easat-411	76	15	al	al	PROPN
easat-411	76	16	.	.	PUNCT
easat-411	77	1	[	[	X
easat-411	77	2	25	25	NUM
easat-411	77	3	]	]	PUNCT
easat-411	77	4	and	and	CCONJ
easat-411	77	5	tanwar	tanwar	PROPN
easat-411	77	6	,	,	PUNCT
easat-411	77	7	et	et	PROPN
easat-411	77	8	al	al	PROPN
easat-411	77	9	.	.	PUNCT
easat-411	78	1	[	[	X
easat-411	78	2	26	26	NUM
easat-411	78	3	]	]	PUNCT
easat-411	78	4	presented	present	VERB
easat-411	78	5	studies	study	NOUN
easat-411	78	6	on	on	ADP
easat-411	78	7	the	the	DET
easat-411	78	8	development	development	NOUN
easat-411	78	9	and	and	CCONJ
easat-411	78	10	performance	performance	NOUN
easat-411	78	11	evaluation	evaluation	NOUN
easat-411	78	12	of	of	ADP
easat-411	78	13	power	power	NOUN
easat-411	78	14	-	-	PUNCT
easat-411	78	15	operated	operate	VERB
easat-411	78	16	slicers	slicer	NOUN
easat-411	78	17	for	for	ADP
easat-411	78	18	bananas	banana	NOUN
easat-411	78	19	and	and	CCONJ
easat-411	78	20	multipurpose	multipurpose	NOUN
easat-411	78	21	vegetable	vegetable	NOUN
easat-411	78	22	slicers	slicer	NOUN
easat-411	78	23	,	,	PUNCT
easat-411	78	24	respectively	respectively	ADV
easat-411	78	25	.	.	PUNCT
easat-411	79	1	these	these	DET
easat-411	79	2	machines	machine	NOUN
easat-411	79	3	aimed	aim	VERB
easat-411	79	4	to	to	PART
easat-411	79	5	increase	increase	VERB
easat-411	79	6	efficiency	efficiency	NOUN
easat-411	79	7	,	,	PUNCT
easat-411	79	8	reduce	reduce	VERB
easat-411	79	9	manual	manual	ADJ
easat-411	79	10	labor	labor	NOUN
easat-411	79	11	,	,	PUNCT
easat-411	79	12	and	and	CCONJ
easat-411	79	13	minimize	minimize	VERB
easat-411	79	14	waste	waste	NOUN
easat-411	79	15	in	in	ADP
easat-411	79	16	processing	process	VERB
easat-411	79	17	various	various	ADJ
easat-411	79	18	food	food	NOUN
easat-411	79	19	products	product	NOUN
easat-411	79	20	.	.	PUNCT
easat-411	80	1	moreover	moreover	ADV
easat-411	80	2	,	,	PUNCT
easat-411	80	3	innovations	innovation	NOUN
easat-411	80	4	tailored	tailor	VERB
easat-411	80	5	to	to	ADP
easat-411	80	6	specific	specific	ADJ
easat-411	80	7	processes	process	NOUN
easat-411	80	8	within	within	ADP
easat-411	80	9	the	the	DET
easat-411	80	10	confectionery	confectionery	NOUN
easat-411	80	11	industry	industry	NOUN
easat-411	80	12	have	have	AUX
easat-411	80	13	been	be	AUX
easat-411	80	14	highlighted	highlight	VERB
easat-411	80	15	in	in	ADP
easat-411	80	16	studies	study	NOUN
easat-411	80	17	such	such	ADJ
easat-411	80	18	as	as	ADP
easat-411	80	19	langkapin	langkapin	NOUN
easat-411	80	20	,	,	PUNCT
easat-411	80	21	et	et	PROPN
easat-411	80	22	al	al	PROPN
easat-411	80	23	.	.	PUNCT
easat-411	81	1	[	[	X
easat-411	81	2	27	27	NUM
easat-411	81	3	]	]	PUNCT
easat-411	81	4	on	on	ADP
easat-411	81	5	lotus	lotus	PROPN
easat-411	81	6	leaf	leaf	NOUN
easat-411	81	7	cutting	cut	VERB
easat-411	81	8	machines	machine	NOUN
easat-411	81	9	and	and	CCONJ
easat-411	81	10	langkapin	langkapin	NOUN
easat-411	81	11	,	,	PUNCT
easat-411	81	12	et	et	PROPN
easat-411	81	13	al	al	PROPN
easat-411	81	14	.	.	PUNCT
easat-411	82	1	[	[	X
easat-411	82	2	28	28	NUM
easat-411	82	3	]	]	PUNCT
easat-411	82	4	on	on	ADP
easat-411	82	5	lotus	lotus	PROPN
easat-411	82	6	seeds	seed	NOUN
easat-411	82	7	sizing	sizing	NOUN
easat-411	82	8	machines	machine	NOUN
easat-411	82	9	.	.	PUNCT
easat-411	83	1	these	these	DET
easat-411	83	2	studies	study	NOUN
easat-411	83	3	aimed	aim	VERB
easat-411	83	4	to	to	PART
easat-411	83	5	improve	improve	VERB
easat-411	83	6	efficiency	efficiency	NOUN
easat-411	83	7	and	and	CCONJ
easat-411	83	8	productivity	productivity	NOUN
easat-411	83	9	in	in	ADP
easat-411	83	10	specialized	specialized	ADJ
easat-411	83	11	processes	process	NOUN
easat-411	83	12	associated	associate	VERB
easat-411	83	13	with	with	ADP
easat-411	83	14	specific	specific	ADJ
easat-411	83	15	food	food	NOUN
easat-411	83	16	items	item	NOUN
easat-411	83	17	.	.	PUNCT
easat-411	84	1	studies	study	NOUN
easat-411	84	2	by	by	ADP
easat-411	84	3	immawan	immawan	NOUN
easat-411	84	4	,	,	PUNCT
easat-411	84	5	et	et	PROPN
easat-411	84	6	al	al	PROPN
easat-411	84	7	.	.	PUNCT
easat-411	85	1	[	[	X
easat-411	85	2	29	29	NUM
easat-411	85	3	]	]	X
easat-411	85	4	;	;	PUNCT
easat-411	85	5	widanarti	widanarti	ADV
easat-411	85	6	,	,	PUNCT
easat-411	85	7	et	et	PROPN
easat-411	85	8	al	al	PROPN
easat-411	85	9	.	.	PUNCT
easat-411	86	1	[	[	X
easat-411	86	2	30	30	NUM
easat-411	86	3	]	]	PUNCT
easat-411	86	4	,	,	PUNCT
easat-411	86	5	and	and	CCONJ
easat-411	86	6	darma	darma	VERB
easat-411	87	1	[	[	X
easat-411	87	2	31	31	NUM
easat-411	87	3	]	]	PUNCT
easat-411	87	4	concentrated	concentrate	VERB
easat-411	87	5	on	on	ADP
easat-411	87	6	optimizing	optimize	VERB
easat-411	87	7	sago	sago	NOUN
easat-411	87	8	processing	processing	NOUN
easat-411	87	9	machinery	machinery	NOUN
easat-411	87	10	through	through	ADP
easat-411	87	11	the	the	DET
easat-411	87	12	redesign	redesign	NOUN
easat-411	87	13	of	of	ADP
easat-411	87	14	sago	sago	NOUN
easat-411	87	15	raspers	rasper	NOUN
easat-411	87	16	,	,	PUNCT
easat-411	87	17	sieving	sieve	VERB
easat-411	87	18	machines	machine	NOUN
easat-411	87	19	,	,	PUNCT
easat-411	87	20	and	and	CCONJ
easat-411	87	21	extraction	extraction	NOUN
easat-411	87	22	equipment	equipment	NOUN
easat-411	87	23	,	,	PUNCT
easat-411	87	24	aiming	aim	VERB
easat-411	87	25	to	to	PART
easat-411	87	26	improve	improve	VERB
easat-411	87	27	productivity	productivity	NOUN
easat-411	87	28	and	and	CCONJ
easat-411	87	29	reduce	reduce	VERB
easat-411	87	30	labor	labor	NOUN
easat-411	87	31	-	-	PUNCT
easat-411	87	32	intensive	intensive	ADJ
easat-411	87	33	processes	process	NOUN
easat-411	87	34	.	.	PUNCT
easat-411	88	1	furthermore	furthermore	ADV
easat-411	88	2	,	,	PUNCT
easat-411	88	3	punpain	punpain	NOUN
easat-411	88	4	[	[	X
easat-411	88	5	32	32	NUM
easat-411	88	6	]	]	PUNCT
easat-411	88	7	introduced	introduce	VERB
easat-411	88	8	a	a	DET
easat-411	88	9	case	case	NOUN
easat-411	88	10	study	study	NOUN
easat-411	88	11	on	on	ADP
easat-411	88	12	the	the	DET
easat-411	88	13	design	design	NOUN
easat-411	88	14	of	of	ADP
easat-411	88	15	a	a	DET
easat-411	88	16	konjac	konjac	NOUN
easat-411	88	17	pearl	pearl	NOUN
easat-411	88	18	dropping	dropping	NOUN
easat-411	88	19	machine	machine	NOUN
easat-411	88	20	to	to	PART
easat-411	88	21	address	address	VERB
easat-411	88	22	production	production	NOUN
easat-411	88	23	delays	delay	NOUN
easat-411	88	24	and	and	CCONJ
easat-411	88	25	inconsistencies	inconsistency	NOUN
easat-411	88	26	in	in	ADP
easat-411	88	27	konjac	konjac	PROPN
easat-411	88	28	pearl	pearl	NOUN
easat-411	88	29	manufacturing	manufacturing	NOUN
easat-411	88	30	.	.	PUNCT
easat-411	89	1	the	the	DET
easat-411	89	2	machine	machine	NOUN
easat-411	89	3	significantly	significantly	ADV
easat-411	89	4	increased	increase	VERB
easat-411	89	5	production	production	NOUN
easat-411	89	6	rates	rate	NOUN
easat-411	89	7	and	and	CCONJ
easat-411	89	8	consistency	consistency	NOUN
easat-411	89	9	.	.	PUNCT
easat-411	90	1	the	the	DET
easat-411	90	2	adoption	adoption	NOUN
easat-411	90	3	of	of	ADP
easat-411	90	4	microcontroller	microcontroller	NOUN
easat-411	90	5	-	-	PUNCT
easat-411	90	6	controlled	control	VERB
easat-411	90	7	machines	machine	NOUN
easat-411	90	8	for	for	ADP
easat-411	90	9	specific	specific	ADJ
easat-411	90	10	food	food	NOUN
easat-411	90	11	production	production	NOUN
easat-411	90	12	,	,	PUNCT
easat-411	90	13	such	such	ADJ
easat-411	90	14	as	as	ADP
easat-411	90	15	the	the	DET
easat-411	90	16	seafood	seafood	NOUN
easat-411	90	17	kanomkrog	kanomkrog	NOUN
easat-411	90	18	maker	maker	NOUN
easat-411	90	19	discussed	discuss	VERB
easat-411	90	20	by	by	ADP
easat-411	90	21	supabowornsathian	supabowornsathian	NOUN
easat-411	90	22	and	and	CCONJ
easat-411	90	23	swagkla	swagkla	NOUN
easat-411	90	24	[	[	X
easat-411	90	25	33	33	NUM
easat-411	90	26	]	]	PUNCT
easat-411	90	27	,	,	PUNCT
easat-411	90	28	demonstrated	demonstrate	VERB
easat-411	90	29	the	the	DET
easat-411	90	30	integration	integration	NOUN
easat-411	90	31	of	of	ADP
easat-411	90	32	technology	technology	NOUN
easat-411	90	33	to	to	PART
easat-411	90	34	improve	improve	VERB
easat-411	90	35	production	production	NOUN
easat-411	90	36	processes	process	NOUN
easat-411	90	37	.	.	PUNCT
easat-411	91	1	furthermore	furthermore	ADV
easat-411	91	2	,	,	PUNCT
easat-411	91	3	the	the	DET
easat-411	91	4	integration	integration	NOUN
easat-411	91	5	of	of	ADP
easat-411	91	6	smart	smart	ADJ
easat-411	91	7	technologies	technology	NOUN
easat-411	91	8	in	in	ADP
easat-411	91	9	machinery	machinery	NOUN
easat-411	91	10	performance	performance	NOUN
easat-411	91	11	analysis	analysis	NOUN
easat-411	91	12	and	and	CCONJ
easat-411	91	13	the	the	DET
easat-411	91	14	amalgamation	amalgamation	NOUN
easat-411	91	15	of	of	ADP
easat-411	91	16	iot	iot	NOUN
easat-411	91	17	,	,	PUNCT
easat-411	91	18	big	big	ADJ
easat-411	91	19	data	datum	NOUN
easat-411	91	20	,	,	PUNCT
easat-411	91	21	and	and	CCONJ
easat-411	91	22	ai	ai	VERB
easat-411	91	23	in	in	ADP
easat-411	91	24	agriculture	agriculture	NOUN
easat-411	91	25	and	and	CCONJ
easat-411	91	26	the	the	DET
easat-411	91	27	food	food	NOUN
easat-411	91	28	industry	industry	NOUN
easat-411	91	29	have	have	AUX
easat-411	91	30	significantly	significantly	ADV
easat-411	91	31	impacted	impact	VERB
easat-411	91	32	operational	operational	ADJ
easat-411	91	33	efficiency	efficiency	NOUN
easat-411	91	34	and	and	CCONJ
easat-411	91	35	data	data	NOUN
easat-411	91	36	-	-	PUNCT
easat-411	91	37	driven	drive	VERB
easat-411	91	38	decision	decision	NOUN
easat-411	91	39	-	-	PUNCT
easat-411	91	40	making	make	VERB
easat-411	91	41	saetta	saetta	NOUN
easat-411	91	42	and	and	CCONJ
easat-411	91	43	caldarelli	caldarelli	NOUN
easat-411	92	1	[	[	X
easat-411	92	2	34	34	NUM
easat-411	92	3	]	]	PUNCT
easat-411	92	4	and	and	CCONJ
easat-411	92	5	misra	misra	ADJ
easat-411	92	6	,	,	PUNCT
easat-411	92	7	et	et	PROPN
easat-411	92	8	al	al	PROPN
easat-411	92	9	.	.	PUNCT
easat-411	93	1	[	[	X
easat-411	93	2	35	35	NUM
easat-411	93	3	]	]	PUNCT
easat-411	93	4	.	.	PUNCT
easat-411	94	1	tutul	tutul	PROPN
easat-411	94	2	,	,	PUNCT
easat-411	94	3	et	et	PROPN
easat-411	94	4	al	al	PROPN
easat-411	94	5	.	.	PUNCT
easat-411	95	1	[	[	X
easat-411	95	2	36	36	NUM
easat-411	95	3	]	]	PUNCT
easat-411	95	4	,	,	PUNCT
easat-411	95	5	focusing	focus	VERB
easat-411	95	6	on	on	ADP
easat-411	95	7	the	the	DET
easat-411	95	8	development	development	NOUN
easat-411	95	9	of	of	ADP
easat-411	95	10	a	a	DET
easat-411	95	11	smart	smart	ADJ
easat-411	95	12	food	food	NOUN
easat-411	95	13	monitoring	monitoring	NOUN
easat-411	95	14	system	system	NOUN
easat-411	95	15	utilizing	utilize	VERB
easat-411	95	16	iot	iot	NOUN
easat-411	95	17	and	and	CCONJ
easat-411	95	18	machine	machine	NOUN
easat-411	95	19	learning	learning	NOUN
easat-411	95	20	,	,	PUNCT
easat-411	95	21	showcased	showcase	VERB
easat-411	95	22	the	the	DET
easat-411	95	23	potential	potential	NOUN
easat-411	95	24	to	to	PART
easat-411	95	25	enhance	enhance	VERB
easat-411	95	26	food	food	NOUN
easat-411	95	27	quality	quality	NOUN
easat-411	95	28	assessment	assessment	NOUN
easat-411	95	29	,	,	PUNCT
easat-411	95	30	reduce	reduce	VERB
easat-411	95	31	waste	waste	NOUN
easat-411	95	32	,	,	PUNCT
easat-411	95	33	and	and	CCONJ
easat-411	95	34	ensure	ensure	VERB
easat-411	95	35	4	4	NUM
easat-411	95	36	edelweiss	edelweiss	PROPN
easat-411	95	37	applied	apply	VERB
easat-411	95	38	science	science	NOUN
easat-411	95	39	and	and	CCONJ
easat-411	95	40	technology	technology	NOUN
easat-411	95	41	issn	issn	PROPN
easat-411	95	42	:	:	PUNCT
easat-411	95	43	2576	2576	NUM
easat-411	95	44	-	-	SYM
easat-411	95	45	8484	8484	NUM
easat-411	95	46	vol	vol	NOUN
easat-411	95	47	.	.	PROPN
easat-411	95	48	8	8	NUM
easat-411	95	49	,	,	PUNCT
easat-411	95	50	no	no	INTJ
easat-411	95	51	.	.	NOUN
easat-411	95	52	1	1	NUM
easat-411	95	53	:	:	SYM
easat-411	95	54	1	1	NUM
easat-411	95	55	-	-	SYM
easat-411	95	56	12	12	NUM
easat-411	95	57	,	,	PUNCT
easat-411	95	58	2024	2024	NUM
easat-411	95	59	doi	doi	NOUN
easat-411	95	60	:	:	PUNCT
easat-411	95	61	10.55214/25768484.v8i1.411	10.55214/25768484.v8i1.411	NUM
easat-411	95	62	©	©	PROPN
easat-411	95	63	2024	2024	NUM
easat-411	95	64	by	by	ADP
easat-411	95	65	the	the	DET
easat-411	95	66	authors	author	NOUN
easat-411	95	67	;	;	PUNCT
easat-411	95	68	licensee	licensee	PROPN
easat-411	95	69	learning	learn	VERB
easat-411	95	70	gate	gate	PROPN
easat-411	95	71	food	food	NOUN
easat-411	95	72	safety	safety	NOUN
easat-411	95	73	through	through	ADP
easat-411	95	74	real	real	ADJ
easat-411	95	75	-	-	PUNCT
easat-411	95	76	time	time	NOUN
easat-411	95	77	monitoring	monitoring	NOUN
easat-411	95	78	and	and	CCONJ
easat-411	95	79	predictive	predictive	ADJ
easat-411	95	80	analytics	analytic	NOUN
easat-411	95	81	.	.	PUNCT
easat-411	96	1	the	the	DET
easat-411	96	2	comprehensive	comprehensive	ADJ
easat-411	96	3	literature	literature	NOUN
easat-411	96	4	reviewed	review	VERB
easat-411	96	5	above	above	ADV
easat-411	96	6	showcases	showcase	VERB
easat-411	96	7	the	the	DET
easat-411	96	8	ongoing	ongoing	ADJ
easat-411	96	9	evolution	evolution	NOUN
easat-411	96	10	of	of	ADP
easat-411	96	11	machinery	machinery	NOUN
easat-411	96	12	and	and	CCONJ
easat-411	96	13	technology	technology	NOUN
easat-411	96	14	within	within	ADP
easat-411	96	15	the	the	DET
easat-411	96	16	food	food	NOUN
easat-411	96	17	industry	industry	NOUN
easat-411	96	18	.	.	PUNCT
easat-411	97	1	these	these	DET
easat-411	97	2	studies	study	NOUN
easat-411	97	3	emphasize	emphasize	VERB
easat-411	97	4	the	the	DET
easat-411	97	5	importance	importance	NOUN
easat-411	97	6	of	of	ADP
easat-411	97	7	designing	designing	NOUN
easat-411	97	8	,	,	PUNCT
easat-411	97	9	developing	develop	VERB
easat-411	97	10	,	,	PUNCT
easat-411	97	11	and	and	CCONJ
easat-411	97	12	evaluating	evaluate	VERB
easat-411	97	13	machines	machine	NOUN
easat-411	97	14	that	that	PRON
easat-411	97	15	improve	improve	VERB
easat-411	97	16	efficiency	efficiency	NOUN
easat-411	97	17	,	,	PUNCT
easat-411	97	18	reduce	reduce	VERB
easat-411	97	19	manual	manual	ADJ
easat-411	97	20	labor	labor	NOUN
easat-411	97	21	,	,	PUNCT
easat-411	97	22	enhance	enhance	VERB
easat-411	97	23	product	product	NOUN
easat-411	97	24	quality	quality	NOUN
easat-411	97	25	,	,	PUNCT
easat-411	97	26	and	and	CCONJ
easat-411	97	27	address	address	VERB
easat-411	97	28	specific	specific	ADJ
easat-411	97	29	challenges	challenge	NOUN
easat-411	97	30	within	within	ADP
easat-411	97	31	various	various	ADJ
easat-411	97	32	food	food	NOUN
easat-411	97	33	processing	processing	NOUN
easat-411	97	34	sectors	sector	NOUN
easat-411	97	35	.	.	PUNCT
easat-411	98	1	the	the	DET
easat-411	98	2	proposed	propose	VERB
easat-411	98	3	study	study	NOUN
easat-411	98	4	aims	aim	VERB
easat-411	98	5	to	to	PART
easat-411	98	6	contribute	contribute	VERB
easat-411	98	7	to	to	ADP
easat-411	98	8	this	this	DET
easat-411	98	9	body	body	NOUN
easat-411	98	10	of	of	ADP
easat-411	98	11	knowledge	knowledge	NOUN
easat-411	98	12	by	by	ADP
easat-411	98	13	introducing	introduce	VERB
easat-411	98	14	a	a	DET
easat-411	98	15	novel	novel	NOUN
easat-411	98	16	semi	semi	ADV
easat-411	98	17	automatic	automatic	ADJ
easat-411	98	18	gummy	gummy	ADJ
easat-411	98	19	jelly	jelly	NOUN
easat-411	98	20	dropping	drop	VERB
easat-411	98	21	machine	machine	NOUN
easat-411	98	22	,	,	PUNCT
easat-411	98	23	focusing	focus	VERB
easat-411	98	24	on	on	ADP
easat-411	98	25	integrating	integrate	VERB
easat-411	98	26	cutting	cutting	NOUN
easat-411	98	27	-	-	PUNCT
easat-411	98	28	edge	edge	NOUN
easat-411	98	29	control	control	NOUN
easat-411	98	30	mechanisms	mechanism	NOUN
easat-411	98	31	.	.	PUNCT
easat-411	99	1	building	build	VERB
easat-411	99	2	on	on	ADP
easat-411	99	3	previous	previous	ADJ
easat-411	99	4	research	research	NOUN
easat-411	99	5	on	on	ADP
easat-411	99	6	optimizing	optimize	VERB
easat-411	99	7	confectionery	confectionery	NOUN
easat-411	99	8	production	production	NOUN
easat-411	99	9	machinery	machinery	NOUN
easat-411	99	10	,	,	PUNCT
easat-411	99	11	the	the	DET
easat-411	99	12	evaluation	evaluation	NOUN
easat-411	99	13	will	will	AUX
easat-411	99	14	place	place	VERB
easat-411	99	15	a	a	DET
easat-411	99	16	focus	focus	NOUN
easat-411	99	17	on	on	ADP
easat-411	99	18	production	production	NOUN
easat-411	99	19	rates	rate	NOUN
easat-411	99	20	,	,	PUNCT
easat-411	99	21	product	product	NOUN
easat-411	99	22	uniformity	uniformity	NOUN
easat-411	99	23	,	,	PUNCT
easat-411	99	24	and	and	CCONJ
easat-411	99	25	adaptability	adaptability	NOUN
easat-411	99	26	to	to	ADP
easat-411	99	27	various	various	ADJ
easat-411	99	28	operational	operational	ADJ
easat-411	99	29	conditions	condition	NOUN
easat-411	99	30	.	.	PUNCT
easat-411	100	1	3	3	X
easat-411	100	2	.	.	X
easat-411	100	3	materials	material	NOUN
easat-411	100	4	and	and	CCONJ
easat-411	100	5	methods	method	NOUN
easat-411	100	6	in	in	ADP
easat-411	100	7	the	the	DET
easat-411	100	8	realm	realm	NOUN
easat-411	100	9	of	of	ADP
easat-411	100	10	confectionery	confectionery	NOUN
easat-411	100	11	production	production	NOUN
easat-411	100	12	,	,	PUNCT
easat-411	100	13	the	the	DET
easat-411	100	14	creation	creation	NOUN
easat-411	100	15	of	of	ADP
easat-411	100	16	gummy	gummy	ADJ
easat-411	100	17	jelly	jelly	NOUN
easat-411	100	18	stands	stand	VERB
easat-411	100	19	as	as	ADP
easat-411	100	20	a	a	DET
easat-411	100	21	meticulous	meticulous	ADJ
easat-411	100	22	craft	craft	NOUN
easat-411	100	23	,	,	PUNCT
easat-411	100	24	demanding	demand	VERB
easat-411	100	25	precision	precision	NOUN
easat-411	100	26	and	and	CCONJ
easat-411	100	27	efficiency	efficiency	NOUN
easat-411	100	28	.	.	PUNCT
easat-411	101	1	addressing	address	VERB
easat-411	101	2	this	this	DET
easat-411	101	3	challenge	challenge	NOUN
easat-411	101	4	,	,	PUNCT
easat-411	101	5	our	our	PRON
easat-411	101	6	study	study	NOUN
easat-411	101	7	delves	delve	VERB
easat-411	101	8	into	into	ADP
easat-411	101	9	the	the	DET
easat-411	101	10	intricate	intricate	ADJ
easat-411	101	11	process	process	NOUN
easat-411	101	12	of	of	ADP
easat-411	101	13	developing	develop	VERB
easat-411	101	14	a	a	DET
easat-411	101	15	semi	semi	ADJ
easat-411	101	16	-	-	ADJ
easat-411	101	17	automatic	automatic	ADJ
easat-411	101	18	gummy	gummy	ADJ
easat-411	101	19	jelly	jelly	NOUN
easat-411	101	20	dropping	drop	VERB
easat-411	101	21	machine	machine	NOUN
easat-411	101	22	.	.	PUNCT
easat-411	102	1	this	this	DET
easat-411	102	2	innovative	innovative	ADJ
easat-411	102	3	machine	machine	NOUN
easat-411	102	4	represents	represent	VERB
easat-411	102	5	a	a	DET
easat-411	102	6	pivotal	pivotal	ADJ
easat-411	102	7	stride	stride	NOUN
easat-411	102	8	towards	towards	ADP
easat-411	102	9	enhancing	enhance	VERB
easat-411	102	10	the	the	DET
easat-411	102	11	manufacturing	manufacturing	NOUN
easat-411	102	12	process	process	NOUN
easat-411	102	13	of	of	ADP
easat-411	102	14	gummy	gummy	ADJ
easat-411	102	15	-	-	PUNCT
easat-411	102	16	jelly	jelly	NOUN
easat-411	102	17	,	,	PUNCT
easat-411	102	18	promising	promise	VERB
easat-411	102	19	both	both	CCONJ
easat-411	102	20	efficiency	efficiency	NOUN
easat-411	102	21	and	and	CCONJ
easat-411	102	22	quality	quality	NOUN
easat-411	102	23	.	.	PUNCT
easat-411	103	1	to	to	PART
easat-411	103	2	methodically	methodically	ADV
easat-411	103	3	navigate	navigate	VERB
easat-411	103	4	this	this	DET
easat-411	103	5	pursuit	pursuit	NOUN
easat-411	103	6	,	,	PUNCT
easat-411	103	7	our	our	PRON
easat-411	103	8	research	research	NOUN
easat-411	103	9	has	have	AUX
easat-411	103	10	been	be	AUX
easat-411	103	11	meticul	meticul	NOUN
easat-411	103	12	ously	ously	ADV
easat-411	103	13	organized	organize	VERB
easat-411	103	14	into	into	ADP
easat-411	103	15	four	four	NUM
easat-411	103	16	distinct	distinct	ADJ
easat-411	103	17	steps	step	NOUN
easat-411	103	18	,	,	PUNCT
easat-411	103	19	each	each	DET
easat-411	103	20	crucial	crucial	ADJ
easat-411	103	21	in	in	ADP
easat-411	103	22	unraveling	unravel	VERB
easat-411	103	23	the	the	DET
easat-411	103	24	complexities	complexity	NOUN
easat-411	103	25	of	of	ADP
easat-411	103	26	this	this	DET
easat-411	103	27	technological	technological	ADJ
easat-411	103	28	advancement	advancement	NOUN
easat-411	103	29	.	.	PUNCT
easat-411	104	1	3.1	3.1	NUM
easat-411	104	2	.	.	PUNCT
easat-411	104	3	step	step	NOUN
easat-411	104	4	1	1	NUM
easat-411	104	5	:	:	PUNCT
easat-411	104	6	gummy	gummy	ADJ
easat-411	104	7	jelly	jelly	NOUN
easat-411	104	8	production	production	NOUN
easat-411	104	9	process	process	NOUN
easat-411	104	10	the	the	DET
easat-411	104	11	first	first	ADJ
easat-411	104	12	step	step	NOUN
easat-411	104	13	in	in	ADP
easat-411	104	14	crafting	craft	VERB
easat-411	104	15	gummy	gummy	ADJ
easat-411	104	16	jelly	jelly	NOUN
easat-411	104	17	involves	involve	VERB
easat-411	104	18	the	the	DET
easat-411	104	19	meticulous	meticulous	ADJ
easat-411	104	20	preparation	preparation	NOUN
easat-411	104	21	of	of	ADP
easat-411	104	22	gel	gel	NOUN
easat-411	104	23	-	-	PUNCT
easat-411	104	24	forming	form	VERB
easat-411	104	25	ingredients	ingredient	NOUN
easat-411	104	26	.	.	PUNCT
easat-411	105	1	this	this	DET
easat-411	105	2	specialized	specialized	ADJ
easat-411	105	3	blend	blend	NOUN
easat-411	105	4	,	,	PUNCT
easat-411	105	5	derived	derive	VERB
easat-411	105	6	from	from	ADP
easat-411	105	7	a	a	DET
easat-411	105	8	modified	modified	ADJ
easat-411	105	9	basic	basic	ADJ
easat-411	105	10	formula	formula	NOUN
easat-411	105	11	,	,	PUNCT
easat-411	105	12	comprises	comprise	VERB
easat-411	105	13	40	40	NUM
easat-411	105	14	grams	gram	NOUN
easat-411	105	15	of	of	ADP
easat-411	105	16	240	240	NUM
easat-411	105	17	bloom	bloom	NOUN
easat-411	105	18	gelatin	gelatin	NOUN
easat-411	105	19	dissolved	dissolve	VERB
easat-411	105	20	in	in	ADP
easat-411	105	21	122	122	NUM
easat-411	105	22	grams	gram	NOUN
easat-411	105	23	of	of	ADP
easat-411	105	24	clean	clean	ADJ
easat-411	105	25	water	water	NOUN
easat-411	105	26	until	until	SCONJ
easat-411	105	27	a	a	DET
easat-411	105	28	clear	clear	ADJ
easat-411	105	29	solution	solution	NOUN
easat-411	105	30	is	be	AUX
easat-411	105	31	achieved	achieve	VERB
easat-411	105	32	.	.	PUNCT
easat-411	106	1	simultaneously	simultaneously	ADV
easat-411	106	2	,	,	PUNCT
easat-411	106	3	a	a	DET
easat-411	106	4	syrup	syrup	NOUN
easat-411	106	5	mixture	mixture	NOUN
easat-411	106	6	is	be	AUX
easat-411	106	7	created	create	VERB
easat-411	106	8	by	by	ADP
easat-411	106	9	combining	combine	VERB
easat-411	106	10	165	165	NUM
easat-411	106	11	grams	gram	NOUN
easat-411	106	12	of	of	ADP
easat-411	106	13	sucrose	sucrose	NOUN
easat-411	106	14	with	with	ADP
easat-411	106	15	156	156	NUM
easat-411	106	16	grams	gram	NOUN
easat-411	106	17	of	of	ADP
easat-411	106	18	glucose	glucose	NOUN
easat-411	106	19	syrup	syrup	NOUN
easat-411	106	20	and	and	CCONJ
easat-411	106	21	15	15	NUM
easat-411	106	22	grams	gram	NOUN
easat-411	106	23	of	of	ADP
easat-411	106	24	a	a	DET
easat-411	106	25	50	50	NUM
easat-411	106	26	percent	percent	NOUN
easat-411	106	27	citric	citric	ADJ
easat-411	106	28	acid	acid	NOUN
easat-411	106	29	solution	solution	NOUN
easat-411	106	30	.	.	PUNCT
easat-411	107	1	this	this	DET
easat-411	107	2	concoction	concoction	NOUN
easat-411	107	3	is	be	AUX
easat-411	107	4	then	then	ADV
easat-411	107	5	simmered	simmer	VERB
easat-411	107	6	and	and	CCONJ
easat-411	107	7	heated	heat	VERB
easat-411	107	8	to	to	ADP
easat-411	107	9	precisely	precisely	ADV
easat-411	107	10	116	116	NUM
easat-411	107	11	degrees	degree	NOUN
easat-411	107	12	celsius	celsius	NOUN
easat-411	107	13	.	.	PUNCT
easat-411	108	1	the	the	DET
easat-411	108	2	resulting	result	VERB
easat-411	108	3	gelling	gel	VERB
easat-411	108	4	mixture	mixture	NOUN
easat-411	108	5	is	be	AUX
easat-411	108	6	carefully	carefully	ADV
easat-411	108	7	poured	pour	VERB
easat-411	108	8	into	into	ADP
easat-411	108	9	a	a	DET
easat-411	108	10	pot	pot	NOUN
easat-411	108	11	,	,	PUNCT
easat-411	108	12	where	where	SCONJ
easat-411	108	13	it	it	PRON
easat-411	108	14	undergoes	undergo	VERB
easat-411	108	15	further	far	ADV
easat-411	108	16	boiling	boil	VERB
easat-411	108	17	and	and	CCONJ
easat-411	108	18	heating	heating	NOUN
easat-411	108	19	until	until	SCONJ
easat-411	108	20	the	the	DET
easat-411	108	21	desired	desire	VERB
easat-411	108	22	concentration	concentration	NOUN
easat-411	108	23	of	of	ADP
easat-411	108	24	water	water	NOUN
easat-411	108	25	-	-	PUNCT
easat-411	108	26	soluble	soluble	ADJ
easat-411	108	27	ingredients	ingredient	NOUN
easat-411	108	28	is	be	AUX
easat-411	108	29	attained	attain	VERB
easat-411	108	30	.	.	PUNCT
easat-411	109	1	once	once	ADV
easat-411	109	2	perfected	perfect	VERB
easat-411	109	3	,	,	PUNCT
easat-411	109	4	the	the	DET
easat-411	109	5	gummy	gummy	ADJ
easat-411	109	6	mixture	mixture	NOUN
easat-411	109	7	is	be	AUX
easat-411	109	8	delicately	delicately	ADV
easat-411	109	9	dropped	drop	VERB
easat-411	109	10	onto	onto	ADP
easat-411	109	11	a	a	DET
easat-411	109	12	cornstarch	cornstarch	NOUN
easat-411	109	13	mold	mold	NOUN
easat-411	109	14	and	and	CCONJ
easat-411	109	15	left	leave	VERB
easat-411	109	16	to	to	PART
easat-411	109	17	cool	cool	VERB
easat-411	109	18	for	for	ADP
easat-411	109	19	a	a	DET
easat-411	109	20	period	period	NOUN
easat-411	109	21	ranging	range	VERB
easat-411	109	22	from	from	ADP
easat-411	109	23	12	12	NUM
easat-411	109	24	to	to	PART
easat-411	109	25	24	24	NUM
easat-411	109	26	hours	hour	NOUN
easat-411	109	27	.	.	PUNCT
easat-411	110	1	after	after	ADP
easat-411	110	2	this	this	DET
easat-411	110	3	setting	setting	NOUN
easat-411	110	4	period	period	NOUN
easat-411	110	5	,	,	PUNCT
easat-411	110	6	a	a	DET
easat-411	110	7	gentle	gentle	ADJ
easat-411	110	8	shake	shake	NOUN
easat-411	110	9	is	be	AUX
easat-411	110	10	applied	apply	VERB
easat-411	110	11	to	to	PART
easat-411	110	12	separate	separate	VERB
easat-411	110	13	the	the	DET
easat-411	110	14	powder	powder	NOUN
easat-411	110	15	,	,	PUNCT
easat-411	110	16	yielding	yield	VERB
easat-411	110	17	the	the	DET
easat-411	110	18	final	final	ADJ
easat-411	110	19	gummy	gummy	ADJ
easat-411	110	20	jelly	jelly	NOUN
easat-411	110	21	products	product	NOUN
easat-411	110	22	.	.	PUNCT
easat-411	111	1	3.2	3.2	NUM
easat-411	111	2	.	.	PUNCT
easat-411	111	3	step	step	NOUN
easat-411	111	4	2	2	NUM
easat-411	111	5	:	:	PUNCT
easat-411	111	6	development	development	NOUN
easat-411	111	7	of	of	ADP
easat-411	111	8	a	a	DET
easat-411	111	9	semi	semi	ADJ
easat-411	111	10	-	-	ADJ
easat-411	111	11	automatic	automatic	ADJ
easat-411	111	12	gummy	gummy	ADJ
easat-411	111	13	jelly	jelly	NOUN
easat-411	111	14	dropping	drop	VERB
easat-411	111	15	machine	machine	NOUN
easat-411	111	16	in	in	ADP
easat-411	111	17	this	this	DET
easat-411	111	18	phase	phase	NOUN
easat-411	111	19	,	,	PUNCT
easat-411	111	20	our	our	PRON
easat-411	111	21	focus	focus	NOUN
easat-411	111	22	shifted	shift	VERB
easat-411	111	23	towards	towards	ADP
easat-411	111	24	the	the	DET
easat-411	111	25	design	design	NOUN
easat-411	111	26	and	and	CCONJ
easat-411	111	27	fabrication	fabrication	NOUN
easat-411	111	28	of	of	ADP
easat-411	111	29	a	a	DET
easat-411	111	30	semi	semi	ADJ
easat-411	111	31	-	-	ADJ
easat-411	111	32	automatic	automatic	ADJ
easat-411	111	33	gummy	gummy	ADJ
easat-411	111	34	jelly	jelly	NOUN
easat-411	111	35	dropping	drop	VERB
easat-411	111	36	machine	machine	NOUN
easat-411	111	37	.	.	PUNCT
easat-411	112	1	leveraging	leverage	VERB
easat-411	112	2	advanced	advanced	ADJ
easat-411	112	3	technology	technology	NOUN
easat-411	112	4	,	,	PUNCT
easat-411	112	5	the	the	DET
easat-411	112	6	machine	machine	NOUN
easat-411	112	7	was	be	AUX
easat-411	112	8	meticulously	meticulously	ADV
easat-411	112	9	crafted	craft	VERB
easat-411	112	10	using	use	VERB
easat-411	112	11	the	the	DET
easat-411	112	12	solid	solid	ADJ
easat-411	112	13	work	work	NOUN
easat-411	112	14	program	program	NOUN
easat-411	112	15	.	.	PUNCT
easat-411	113	1	this	this	DET
easat-411	113	2	software	software	NOUN
easat-411	113	3	allowed	allow	VERB
easat-411	113	4	us	we	PRON
easat-411	113	5	to	to	PART
easat-411	113	6	create	create	VERB
easat-411	113	7	a	a	DET
easat-411	113	8	detailed	detailed	ADJ
easat-411	113	9	3d	3d	PROPN
easat-411	113	10	model	model	NOUN
easat-411	113	11	,	,	PUNCT
easat-411	113	12	ensuring	ensure	VERB
easat-411	113	13	that	that	SCONJ
easat-411	113	14	the	the	DET
easat-411	113	15	dimensions	dimension	NOUN
easat-411	113	16	,	,	PUNCT
easat-411	113	17	both	both	CCONJ
easat-411	113	18	in	in	ADP
easat-411	113	19	shape	shape	NOUN
easat-411	113	20	and	and	CCONJ
easat-411	113	21	componentry	componentry	NOUN
easat-411	113	22	,	,	PUNCT
easat-411	113	23	mirrored	mirror	VERB
easat-411	113	24	the	the	DET
easat-411	113	25	real	real	ADJ
easat-411	113	26	machine	machine	NOUN
easat-411	113	27	accurately	accurately	ADV
easat-411	113	28	.	.	PUNCT
easat-411	114	1	such	such	ADJ
easat-411	114	2	precision	precision	NOUN
easat-411	114	3	was	be	AUX
easat-411	114	4	vital	vital	ADJ
easat-411	114	5	to	to	PART
easat-411	114	6	guarantee	guarantee	VERB
easat-411	114	7	consistent	consistent	ADJ
easat-411	114	8	and	and	CCONJ
easat-411	114	9	error	error	NOUN
easat-411	114	10	-	-	PUNCT
easat-411	114	11	free	free	ADJ
easat-411	114	12	fabrication	fabrication	NOUN
easat-411	114	13	,	,	PUNCT
easat-411	114	14	as	as	ADV
easat-411	114	15	well	well	ADV
easat-411	114	16	as	as	ADP
easat-411	114	17	seamless	seamless	ADJ
easat-411	114	18	installation	installation	NOUN
easat-411	114	19	of	of	ADP
easat-411	114	20	the	the	DET
easat-411	114	21	machine	machine	NOUN
easat-411	114	22	components	component	NOUN
easat-411	115	1	[	[	X
easat-411	115	2	37	37	NUM
easat-411	115	3	]	]	PUNCT
easat-411	115	4	.	.	PUNCT
easat-411	116	1	the	the	DET
easat-411	116	2	resulting	result	VERB
easat-411	116	3	semi	semi	ADJ
easat-411	116	4	-	-	ADJ
easat-411	116	5	automatic	automatic	ADJ
easat-411	116	6	gummy	gummy	ADJ
easat-411	116	7	jelly	jelly	NOUN
easat-411	116	8	dropping	drop	VERB
easat-411	116	9	machine	machine	NOUN
easat-411	116	10	,	,	PUNCT
easat-411	116	11	depicted	depict	VERB
easat-411	116	12	in	in	ADP
easat-411	116	13	figure	figure	NOUN
easat-411	116	14	1	1	NUM
easat-411	116	15	,	,	PUNCT
easat-411	116	16	is	be	AUX
easat-411	116	17	constructed	construct	VERB
easat-411	116	18	from	from	ADP
easat-411	116	19	stainless	stainless	ADJ
easat-411	116	20	steel	steel	NOUN
easat-411	116	21	,	,	PUNCT
easat-411	116	22	measuring	measure	VERB
easat-411	116	23	36.00	36.00	NUM
easat-411	116	24	centimeters	centimeter	NOUN
easat-411	116	25	in	in	ADP
easat-411	116	26	width	width	NOUN
easat-411	116	27	,	,	PUNCT
easat-411	116	28	56.00	56.00	NUM
easat-411	116	29	centimeters	centimeter	NOUN
easat-411	116	30	in	in	ADP
easat-411	116	31	height	height	NOUN
easat-411	116	32	,	,	PUNCT
easat-411	116	33	and	and	CCONJ
easat-411	116	34	47.00	47.00	NUM
easat-411	116	35	centimeters	centimeter	NOUN
easat-411	116	36	in	in	ADP
easat-411	116	37	length	length	NOUN
easat-411	116	38	.	.	PUNCT
easat-411	117	1	its	its	PRON
easat-411	117	2	core	core	NOUN
easat-411	117	3	functionality	functionality	NOUN
easat-411	117	4	relies	rely	VERB
easat-411	117	5	on	on	ADP
easat-411	117	6	a	a	DET
easat-411	117	7	piston	piston	NOUN
easat-411	117	8	mechanism	mechanism	NOUN
easat-411	117	9	crafted	craft	VERB
easat-411	117	10	from	from	ADP
easat-411	117	11	aluminum	aluminum	NOUN
easat-411	117	12	,	,	PUNCT
easat-411	117	13	boasting	boast	VERB
easat-411	117	14	a	a	DET
easat-411	117	15	diameter	diameter	NOUN
easat-411	117	16	of	of	ADP
easat-411	117	17	34	34	NUM
easat-411	117	18	millimeters	millimeter	NOUN
easat-411	117	19	and	and	CCONJ
easat-411	117	20	a	a	DET
easat-411	117	21	length	length	NOUN
easat-411	117	22	of	of	ADP
easat-411	117	23	142	142	NUM
easat-411	117	24	millimeters	millimeter	NOUN
easat-411	117	25	,	,	PUNCT
easat-411	117	26	responsible	responsible	ADJ
easat-411	117	27	for	for	ADP
easat-411	117	28	the	the	DET
easat-411	117	29	precise	precise	ADJ
easat-411	117	30	opening	opening	NOUN
easat-411	117	31	and	and	CCONJ
easat-411	117	32	closing	closing	NOUN
easat-411	117	33	of	of	ADP
easat-411	117	34	the	the	DET
easat-411	117	35	jelly	jelly	NOUN
easat-411	117	36	drop	drop	NOUN
easat-411	117	37	hole	hole	NOUN
easat-411	117	38	.	.	PUNCT
easat-411	118	1	ingeniously	ingeniously	ADV
easat-411	118	2	,	,	PUNCT
easat-411	118	3	a	a	DET
easat-411	118	4	lever	lever	NOUN
easat-411	118	5	on	on	ADP
easat-411	118	6	the	the	DET
easat-411	118	7	side	side	NOUN
easat-411	118	8	of	of	ADP
easat-411	118	9	the	the	DET
easat-411	118	10	machine	machine	NOUN
easat-411	118	11	controls	control	VERB
easat-411	118	12	a	a	DET
easat-411	118	13	camshaft	camshaft	NOUN
easat-411	118	14	that	that	PRON
easat-411	118	15	,	,	PUNCT
easat-411	118	16	in	in	ADP
easat-411	118	17	turn	turn	NOUN
easat-411	118	18	,	,	PUNCT
easat-411	118	19	operates	operate	VERB
easat-411	118	20	this	this	DET
easat-411	118	21	piston	piston	NOUN
easat-411	118	22	.	.	PUNCT
easat-411	119	1	when	when	SCONJ
easat-411	119	2	the	the	DET
easat-411	119	3	lever	lever	NOUN
easat-411	119	4	is	be	AUX
easat-411	119	5	pushed	push	VERB
easat-411	119	6	upward	upward	ADV
easat-411	119	7	,	,	PUNCT
easat-411	119	8	the	the	DET
easat-411	119	9	piston	piston	NOUN
easat-411	119	10	extends	extend	VERB
easat-411	119	11	outward	outward	ADV
easat-411	119	12	,	,	PUNCT
easat-411	119	13	opening	open	VERB
easat-411	119	14	the	the	DET
easat-411	119	15	gummy	gummy	ADJ
easat-411	119	16	drop	drop	NOUN
easat-411	119	17	hole	hole	NOUN
easat-411	119	18	.	.	PUNCT
easat-411	120	1	conversely	conversely	ADV
easat-411	120	2	,	,	PUNCT
easat-411	120	3	pushing	push	VERB
easat-411	120	4	the	the	DET
easat-411	120	5	lever	lever	NOUN
easat-411	120	6	downward	downward	ADJ
easat-411	120	7	causes	cause	VERB
easat-411	120	8	the	the	DET
easat-411	120	9	piston	piston	NOUN
easat-411	120	10	to	to	PART
easat-411	120	11	retract	retract	VERB
easat-411	120	12	,	,	PUNCT
easat-411	120	13	sealing	seal	VERB
easat-411	120	14	the	the	DET
easat-411	120	15	gummy	gummy	ADJ
easat-411	120	16	jelly	jelly	NOUN
easat-411	120	17	drop	drop	VERB
easat-411	120	18	hole	hole	NOUN
easat-411	120	19	securely	securely	ADV
easat-411	120	20	.	.	PUNCT
easat-411	121	1	at	at	ADP
easat-411	121	2	the	the	DET
easat-411	121	3	back	back	NOUN
easat-411	121	4	of	of	ADP
easat-411	121	5	the	the	DET
easat-411	121	6	piston	piston	NOUN
easat-411	121	7	lies	lie	VERB
easat-411	121	8	a	a	DET
easat-411	121	9	reservoir	reservoir	NOUN
easat-411	121	10	designed	design	VERB
easat-411	121	11	to	to	PART
easat-411	121	12	hold	hold	VERB
easat-411	121	13	the	the	DET
easat-411	121	14	liquid	liquid	ADJ
easat-411	121	15	gummy	gummy	ADJ
easat-411	121	16	jelly	jelly	NOUN
easat-411	121	17	.	.	PUNCT
easat-411	122	1	to	to	PART
easat-411	122	2	maintain	maintain	VERB
easat-411	122	3	the	the	DET
easat-411	122	4	optimum	optimum	ADJ
easat-411	122	5	temperature	temperature	NOUN
easat-411	122	6	,	,	PUNCT
easat-411	122	7	80	80	NUM
easat-411	122	8	mm	mm	NOUN
easat-411	122	9	-	-	PUNCT
easat-411	122	10	wide	wide	ADJ
easat-411	122	11	and	and	CCONJ
easat-411	122	12	400	400	NUM
easat-411	122	13	mm	mm	NOUN
easat-411	122	14	-	-	PUNCT
easat-411	122	15	long	long	ADJ
easat-411	122	16	heaters	heater	NOUN
easat-411	122	17	with	with	ADP
easat-411	122	18	a	a	DET
easat-411	122	19	power	power	NOUN
easat-411	122	20	rating	rating	NOUN
easat-411	122	21	of	of	ADP
easat-411	122	22	950	950	NUM
easat-411	122	23	watts	watt	NOUN
easat-411	122	24	were	be	AUX
easat-411	122	25	strategically	strategically	ADV
easat-411	122	26	placed	place	VERB
easat-411	122	27	.	.	PUNCT
easat-411	123	1	this	this	DET
easat-411	123	2	heater	heater	NOUN
easat-411	123	3	ensures	ensure	VERB
easat-411	123	4	consistent	consistent	ADJ
easat-411	123	5	warmth	warmth	NOUN
easat-411	123	6	for	for	ADP
easat-411	123	7	the	the	DET
easat-411	123	8	liquid	liquid	ADJ
easat-411	123	9	gummy	gummy	ADJ
easat-411	123	10	jelly	jelly	NOUN
easat-411	123	11	,	,	PUNCT
easat-411	123	12	enhancing	enhance	VERB
easat-411	123	13	its	its	PRON
easat-411	123	14	viscosity	viscosity	NOUN
easat-411	123	15	and	and	CCONJ
easat-411	123	16	aiding	aid	VERB
easat-411	123	17	in	in	ADP
easat-411	123	18	the	the	DET
easat-411	123	19	dropping	dropping	NOUN
easat-411	123	20	process	process	NOUN
easat-411	123	21	,	,	PUNCT
easat-411	123	22	as	as	SCONJ
easat-411	123	23	illustrated	illustrate	VERB
easat-411	123	24	in	in	ADP
easat-411	123	25	figure	figure	NOUN
easat-411	123	26	2	2	NUM
easat-411	123	27	.	.	SYM
easat-411	123	28	5	5	NUM
easat-411	123	29	edelweiss	edelweiss	PROPN
easat-411	123	30	applied	apply	VERB
easat-411	123	31	science	science	NOUN
easat-411	123	32	and	and	CCONJ
easat-411	123	33	technology	technology	NOUN
easat-411	123	34	issn	issn	PROPN
easat-411	123	35	:	:	PUNCT
easat-411	123	36	2576	2576	NUM
easat-411	123	37	-	-	SYM
easat-411	123	38	8484	8484	NUM
easat-411	123	39	vol	vol	NOUN
easat-411	123	40	.	.	PROPN
easat-411	123	41	8	8	NUM
easat-411	123	42	,	,	PUNCT
easat-411	123	43	no	no	INTJ
easat-411	123	44	.	.	NOUN
easat-411	124	1	1	1	NUM
easat-411	124	2	:	:	SYM
easat-411	124	3	1	1	NUM
easat-411	124	4	-	-	SYM
easat-411	124	5	12	12	NUM
easat-411	124	6	,	,	PUNCT
easat-411	124	7	2024	2024	NUM
easat-411	124	8	doi	doi	NOUN
easat-411	124	9	:	:	PUNCT
easat-411	124	10	10.55214/25768484.v8i1.411	10.55214/25768484.v8i1.411	NUM
easat-411	124	11	©	©	PROPN
easat-411	124	12	2024	2024	NUM
easat-411	124	13	by	by	ADP
easat-411	124	14	the	the	DET
easat-411	124	15	authors	author	NOUN
easat-411	124	16	;	;	PUNCT
easat-411	124	17	licensee	licensee	PROPN
easat-411	124	18	learning	learn	VERB
easat-411	124	19	gate	gate	NOUN
easat-411	124	20	figure	figure	NOUN
easat-411	124	21	1	1	NUM
easat-411	124	22	.	.	PUNCT
easat-411	124	23	3d	3d	NUM
easat-411	124	24	model	model	NOUN
easat-411	124	25	of	of	ADP
easat-411	124	26	the	the	DET
easat-411	124	27	semi	semi	ADJ
easat-411	124	28	-	-	ADJ
easat-411	124	29	automatic	automatic	ADJ
easat-411	124	30	gummy	gummy	ADJ
easat-411	124	31	jelly	jelly	NOUN
easat-411	124	32	dropping	drop	VERB
easat-411	124	33	machine	machine	NOUN
easat-411	124	34	.	.	PUNCT
easat-411	125	1	figure	figure	NOUN
easat-411	125	2	2	2	NUM
easat-411	125	3	.	.	PUNCT
easat-411	126	1	components	component	NOUN
easat-411	126	2	of	of	ADP
easat-411	126	3	the	the	DET
easat-411	126	4	semi	semi	ADJ
easat-411	126	5	-	-	ADJ
easat-411	126	6	automatic	automatic	ADJ
easat-411	126	7	gummy	gummy	ADJ
easat-411	126	8	jelly	jelly	NOUN
easat-411	126	9	dropping	drop	VERB
easat-411	126	10	machine	machine	NOUN
easat-411	126	11	.	.	PUNCT
easat-411	127	1	6	6	NUM
easat-411	127	2	edelweiss	edelweiss	PROPN
easat-411	127	3	applied	apply	VERB
easat-411	127	4	science	science	NOUN
easat-411	127	5	and	and	CCONJ
easat-411	127	6	technology	technology	NOUN
easat-411	127	7	issn	issn	PROPN
easat-411	127	8	:	:	PUNCT
easat-411	127	9	2576	2576	NUM
easat-411	127	10	-	-	SYM
easat-411	127	11	8484	8484	NUM
easat-411	127	12	vol	vol	NOUN
easat-411	127	13	.	.	PROPN
easat-411	127	14	8	8	NUM
easat-411	127	15	,	,	PUNCT
easat-411	127	16	no	no	INTJ
easat-411	127	17	.	.	NOUN
easat-411	128	1	1	1	NUM
easat-411	128	2	:	:	SYM
easat-411	128	3	1	1	NUM
easat-411	128	4	-	-	SYM
easat-411	128	5	12	12	NUM
easat-411	128	6	,	,	PUNCT
easat-411	128	7	2024	2024	NUM
easat-411	128	8	doi	doi	NOUN
easat-411	128	9	:	:	PUNCT
easat-411	128	10	10.55214/25768484.v8i1.411	10.55214/25768484.v8i1.411	NUM
easat-411	128	11	©	©	PROPN
easat-411	128	12	2024	2024	NUM
easat-411	128	13	by	by	ADP
easat-411	128	14	the	the	DET
easat-411	128	15	authors	author	NOUN
easat-411	128	16	;	;	PUNCT
easat-411	128	17	licensee	licensee	PROPN
easat-411	128	18	learning	learning	NOUN
easat-411	128	19	gate	gate	NOUN
easat-411	128	20	3.3	3.3	NUM
easat-411	128	21	.	.	PUNCT
easat-411	129	1	step	step	NOUN
easat-411	129	2	3	3	NUM
easat-411	129	3	:	:	PUNCT
easat-411	129	4	performance	performance	NOUN
easat-411	129	5	testing	testing	NOUN
easat-411	129	6	and	and	CCONJ
easat-411	129	7	efficacy	efficacy	NOUN
easat-411	129	8	evaluation	evaluation	NOUN
easat-411	129	9	of	of	ADP
easat-411	129	10	the	the	DET
easat-411	129	11	semi	semi	ADJ
easat-411	129	12	-	-	ADJ
easat-411	129	13	automatic	automatic	ADJ
easat-411	129	14	gummy	gummy	ADJ
easat-411	129	15	jelly	jelly	NOUN
easat-411	129	16	dropping	drop	VERB
easat-411	129	17	machine	machine	NOUN
easat-411	129	18	in	in	ADP
easat-411	129	19	this	this	DET
easat-411	129	20	phase	phase	NOUN
easat-411	129	21	,	,	PUNCT
easat-411	129	22	rigorous	rigorous	ADJ
easat-411	129	23	performance	performance	NOUN
easat-411	129	24	testing	testing	NOUN
easat-411	129	25	was	be	AUX
easat-411	129	26	conducted	conduct	VERB
easat-411	129	27	on	on	ADP
easat-411	129	28	the	the	DET
easat-411	129	29	prototype	prototype	NOUN
easat-411	129	30	of	of	ADP
easat-411	129	31	the	the	DET
easat-411	129	32	semi	semi	ADJ
easat-411	129	33	-automatic	-automatic	ADJ
easat-411	129	34	gummy	gummy	ADJ
easat-411	129	35	jelly	jelly	NOUN
easat-411	129	36	dropping	drop	VERB
easat-411	129	37	machine	machine	NOUN
easat-411	129	38	.	.	PUNCT
easat-411	130	1	the	the	DET
easat-411	130	2	experiments	experiment	NOUN
easat-411	130	3	were	be	AUX
easat-411	130	4	meticulously	meticulously	ADV
easat-411	130	5	carried	carry	VERB
easat-411	130	6	out	out	ADP
easat-411	130	7	at	at	ADP
easat-411	130	8	three	three	NUM
easat-411	130	9	distinct	distinct	ADJ
easat-411	130	10	temperatures	temperature	NOUN
easat-411	130	11	:	:	PUNCT
easat-411	130	12	80	80	NUM
easat-411	130	13	,	,	PUNCT
easat-411	130	14	100	100	NUM
easat-411	130	15	,	,	PUNCT
easat-411	130	16	and	and	CCONJ
easat-411	130	17	120	120	NUM
easat-411	130	18	degrees	degree	NOUN
easat-411	130	19	celsius	celsius	NOUN
easat-411	130	20	,	,	PUNCT
easat-411	130	21	with	with	ADP
easat-411	130	22	80	80	NUM
easat-411	130	23	gummy	gummy	ADJ
easat-411	130	24	jelly	jelly	NOUN
easat-411	130	25	samples	sample	NOUN
easat-411	130	26	dispensed	dispense	VERB
easat-411	130	27	per	per	ADP
easat-411	130	28	temperature	temperature	NOUN
easat-411	130	29	level	level	NOUN
easat-411	130	30	.	.	PUNCT
easat-411	131	1	each	each	DET
easat-411	131	2	test	test	NOUN
easat-411	131	3	was	be	AUX
easat-411	131	4	replicated	replicate	VERB
easat-411	131	5	five	five	NUM
easat-411	131	6	times	time	NOUN
easat-411	131	7	to	to	PART
easat-411	131	8	ensure	ensure	VERB
easat-411	131	9	accuracy	accuracy	NOUN
easat-411	131	10	and	and	CCONJ
easat-411	131	11	reliability	reliability	NOUN
easat-411	131	12	in	in	ADP
easat-411	131	13	the	the	DET
easat-411	131	14	results	result	NOUN
easat-411	131	15	.	.	PUNCT
easat-411	132	1	data	datum	NOUN
easat-411	132	2	collection	collection	NOUN
easat-411	132	3	focused	focus	VERB
easat-411	132	4	on	on	ADP
easat-411	132	5	three	three	NUM
easat-411	132	6	key	key	ADJ
easat-411	132	7	parameters	parameter	NOUN
easat-411	132	8	:	:	PUNCT
easat-411	132	9	1	1	X
easat-411	132	10	)	)	PUNCT
easat-411	132	11	working	work	VERB
easat-411	132	12	time	time	NOUN
easat-411	132	13	;	;	PUNCT
easat-411	132	14	2	2	X
easat-411	132	15	)	)	PUNCT
easat-411	132	16	the	the	DET
easat-411	132	17	completeness	completeness	NOUN
easat-411	132	18	and	and	CCONJ
easat-411	132	19	consistency	consistency	NOUN
easat-411	132	20	of	of	ADP
easat-411	132	21	the	the	DET
easat-411	132	22	gummy	gummy	ADJ
easat-411	132	23	jelly	jelly	NOUN
easat-411	132	24	drops	drop	VERB
easat-411	132	25	;	;	PUNCT
easat-411	132	26	and	and	CCONJ
easat-411	132	27	3	3	X
easat-411	132	28	)	)	PUNCT
easat-411	132	29	the	the	DET
easat-411	132	30	extent	extent	NOUN
easat-411	132	31	of	of	ADP
easat-411	132	32	loss	loss	NOUN
easat-411	132	33	incurred	incur	VERB
easat-411	132	34	during	during	ADP
easat-411	132	35	the	the	DET
easat-411	132	36	dropping	dropping	NOUN
easat-411	132	37	process	process	NOUN
easat-411	132	38	.	.	PUNCT
easat-411	133	1	this	this	DET
easat-411	133	2	comprehensive	comprehensive	ADJ
easat-411	133	3	dataset	dataset	NOUN
easat-411	133	4	was	be	AUX
easat-411	133	5	then	then	ADV
easat-411	133	6	analyzed	analyze	VERB
easat-411	133	7	to	to	PART
easat-411	133	8	gauge	gauge	VERB
easat-411	133	9	the	the	DET
easat-411	133	10	machine	machine	NOUN
easat-411	133	11	's	's	PART
easat-411	133	12	competence	competence	NOUN
easat-411	133	13	and	and	CCONJ
easat-411	133	14	efficiency	efficiency	NOUN
easat-411	133	15	.	.	PUNCT
easat-411	134	1	the	the	DET
easat-411	134	2	evaluation	evaluation	NOUN
easat-411	134	3	process	process	NOUN
easat-411	134	4	involved	involve	VERB
easat-411	134	5	utilizing	utilize	VERB
easat-411	134	6	equation	equation	NOUN
easat-411	134	7	1	1	NUM
easat-411	134	8	,	,	PUNCT
easat-411	134	9	representing	represent	VERB
easat-411	134	10	the	the	DET
easat-411	134	11	performance	performance	NOUN
easat-411	134	12	of	of	ADP
easat-411	134	13	the	the	DET
easat-411	134	14	semi	semi	ADJ
easat-411	134	15	-	-	ADJ
easat-411	134	16	automatic	automatic	ADJ
easat-411	134	17	gummy	gummy	ADJ
easat-411	134	18	jelly	jelly	NOUN
easat-411	134	19	dropping	drop	VERB
easat-411	134	20	machine	machine	NOUN
easat-411	134	21	,	,	PUNCT
easat-411	134	22	and	and	CCONJ
easat-411	134	23	equation	equation	NOUN
easat-411	134	24	2	2	NUM
easat-411	134	25	,	,	PUNCT
easat-411	134	26	illustrating	illustrate	VERB
easat-411	134	27	the	the	DET
easat-411	134	28	efficiency	efficiency	NOUN
easat-411	134	29	of	of	ADP
easat-411	134	30	the	the	DET
easat-411	134	31	same	same	ADJ
easat-411	134	32	machine	machine	NOUN
easat-411	134	33	.	.	PUNCT
easat-411	135	1	these	these	DET
easat-411	135	2	equations	equation	NOUN
easat-411	135	3	furnished	furnish	VERB
easat-411	135	4	vital	vital	ADJ
easat-411	135	5	insights	insight	NOUN
easat-411	135	6	into	into	ADP
easat-411	135	7	the	the	DET
easat-411	135	8	performance	performance	NOUN
easat-411	135	9	metrics	metric	NOUN
easat-411	135	10	of	of	ADP
easat-411	135	11	the	the	DET
easat-411	135	12	semi	semi	ADJ
easat-411	135	13	-	-	ADJ
easat-411	135	14	automatic	automatic	ADJ
easat-411	135	15	gummy	gummy	ADJ
easat-411	135	16	jelly	jelly	NOUN
easat-411	135	17	dropping	drop	VERB
easat-411	135	18	machine	machine	NOUN
easat-411	135	19	.	.	PUNCT
easat-411	136	1	the	the	DET
easat-411	136	2	calculation	calculation	NOUN
easat-411	136	3	of	of	ADP
easat-411	136	4	the	the	DET
easat-411	136	5	machine	machine	NOUN
easat-411	136	6	's	's	PART
easat-411	136	7	operating	operating	NOUN
easat-411	136	8	performance	performance	NOUN
easat-411	136	9	is	be	AUX
easat-411	136	10	as	as	SCONJ
easat-411	136	11	follows	follow	VERB
easat-411	136	12	:	:	PUNCT
easat-411	136	13	3600=	3600=	NUM
easat-411	136	14	t	t	PROPN
easat-411	136	15	w	w	PROPN
easat-411	136	16	c	c	PROPN
easat-411	136	17	(	(	PUNCT
easat-411	136	18	1	1	NUM
easat-411	136	19	)	)	PUNCT
easat-411	136	20	where	where	SCONJ
easat-411	136	21	:	:	PUNCT
easat-411	136	22	c	c	NOUN
easat-411	136	23	represents	represent	VERB
easat-411	136	24	the	the	DET
easat-411	136	25	performance	performance	NOUN
easat-411	136	26	of	of	ADP
easat-411	136	27	the	the	DET
easat-411	136	28	semi	semi	ADJ
easat-411	136	29	-	-	ADJ
easat-411	136	30	automatic	automatic	ADJ
easat-411	136	31	gummy	gummy	ADJ
easat-411	136	32	jelly	jelly	NOUN
easat-411	136	33	dropping	drop	VERB
easat-411	136	34	machine	machine	NOUN
easat-411	136	35	,	,	PUNCT
easat-411	136	36	w	w	NOUN
easat-411	136	37	stands	stand	VERB
easat-411	136	38	for	for	ADP
easat-411	136	39	the	the	DET
easat-411	136	40	weight	weight	NOUN
easat-411	136	41	of	of	ADP
easat-411	136	42	materials	material	NOUN
easat-411	136	43	before	before	ADP
easat-411	136	44	entering	enter	VERB
easat-411	136	45	the	the	DET
easat-411	136	46	semi	semi	ADJ
easat-411	136	47	-	-	ADJ
easat-411	136	48	automatic	automatic	ADJ
easat-411	136	49	gummy	gummy	ADJ
easat-411	136	50	jelly	jelly	NOUN
easat-411	136	51	dropping	drop	VERB
easat-411	136	52	machine	machine	NOUN
easat-411	136	53	,	,	PUNCT
easat-411	136	54	and	and	CCONJ
easat-411	136	55	t	t	PROPN
easat-411	136	56	denotes	denote	VERB
easat-411	136	57	the	the	DET
easat-411	136	58	time	time	NOUN
easat-411	136	59	taken	take	VERB
easat-411	136	60	for	for	ADP
easat-411	136	61	instilling	instill	VERB
easat-411	136	62	the	the	DET
easat-411	136	63	gummy	gummy	ADJ
easat-411	136	64	jelly	jelly	NOUN
easat-411	136	65	.	.	PUNCT
easat-411	137	1	the	the	DET
easat-411	137	2	calculation	calculation	NOUN
easat-411	137	3	of	of	ADP
easat-411	137	4	the	the	DET
easat-411	137	5	machine	machine	NOUN
easat-411	137	6	's	's	PART
easat-411	137	7	operating	operating	NOUN
easat-411	137	8	efficiency	efficiency	NOUN
easat-411	137	9	is	be	AUX
easat-411	137	10	as	as	SCONJ
easat-411	137	11	follows	follow	VERB
easat-411	137	12	:	:	PUNCT
easat-411	137	13	100=	100=	NUM
easat-411	137	14	t	t	NOUN
easat-411	137	15	a	a	DET
easat-411	137	16	c	c	NOUN
easat-411	137	17	n	n	CCONJ
easat-411	137	18	n	n	CCONJ
easat-411	137	19	n	n	CCONJ
easat-411	137	20	(	(	PUNCT
easat-411	137	21	2	2	NUM
easat-411	137	22	)	)	PUNCT
easat-411	137	23	in	in	ADP
easat-411	137	24	the	the	DET
easat-411	137	25	given	give	VERB
easat-411	137	26	context	context	NOUN
easat-411	137	27	,	,	PUNCT
easat-411	137	28	nc	nc	PROPN
easat-411	137	29	represents	represent	VERB
easat-411	137	30	the	the	DET
easat-411	137	31	efficiency	efficiency	NOUN
easat-411	137	32	of	of	ADP
easat-411	137	33	the	the	DET
easat-411	137	34	semi	semi	ADJ
easat-411	137	35	-	-	ADJ
easat-411	137	36	automatic	automatic	ADJ
easat-411	137	37	gummy	gummy	ADJ
easat-411	137	38	jelly	jelly	NOUN
easat-411	137	39	dropping	drop	VERB
easat-411	137	40	machine	machine	NOUN
easat-411	137	41	,	,	PUNCT
easat-411	137	42	na	na	PART
easat-411	137	43	stands	stand	VERB
easat-411	137	44	for	for	ADP
easat-411	137	45	the	the	DET
easat-411	137	46	number	number	NOUN
easat-411	137	47	of	of	ADP
easat-411	137	48	complete	complete	ADJ
easat-411	137	49	and	and	CCONJ
easat-411	137	50	uniformly	uniformly	ADV
easat-411	137	51	sized	sized	ADJ
easat-411	137	52	jelly	jelly	NOUN
easat-411	137	53	gummies	gummie	NOUN
easat-411	137	54	,	,	PUNCT
easat-411	137	55	and	and	CCONJ
easat-411	137	56	nt	not	PART
easat-411	137	57	denotes	denote	VERB
easat-411	137	58	the	the	DET
easat-411	137	59	total	total	ADJ
easat-411	137	60	number	number	NOUN
easat-411	137	61	of	of	ADP
easat-411	137	62	jelly	jelly	NOUN
easat-411	137	63	gummies	gummie	NOUN
easat-411	137	64	produced	produce	VERB
easat-411	137	65	.	.	PUNCT
easat-411	138	1	3.4	3.4	NUM
easat-411	138	2	.	.	PUNCT
easat-411	138	3	step	step	NOUN
easat-411	138	4	4	4	NUM
easat-411	138	5	:	:	PUNCT
easat-411	138	6	evaluation	evaluation	NOUN
easat-411	138	7	of	of	ADP
easat-411	138	8	gummy	gummy	ADJ
easat-411	138	9	jelly	jelly	NOUN
easat-411	138	10	's	's	PART
easat-411	138	11	physical	physical	ADJ
easat-411	138	12	properties	property	NOUN
easat-411	138	13	this	this	DET
easat-411	138	14	step	step	NOUN
easat-411	138	15	involves	involve	VERB
easat-411	138	16	a	a	DET
easat-411	138	17	meticulous	meticulous	ADJ
easat-411	138	18	assessment	assessment	NOUN
easat-411	138	19	of	of	ADP
easat-411	138	20	the	the	DET
easat-411	138	21	physical	physical	ADJ
easat-411	138	22	characteristics	characteristic	NOUN
easat-411	138	23	of	of	ADP
easat-411	138	24	the	the	DET
easat-411	138	25	gummy	gummy	ADJ
easat-411	138	26	jelly	jelly	NOUN
easat-411	138	27	,	,	PUNCT
easat-411	138	28	encompassing	encompass	VERB
easat-411	138	29	several	several	ADJ
easat-411	138	30	crucial	crucial	ADJ
easat-411	138	31	aspects	aspect	NOUN
easat-411	138	32	:	:	PUNCT
easat-411	138	33	1	1	NUM
easat-411	138	34	)	)	PUNCT
easat-411	138	35	size	size	NOUN
easat-411	138	36	,	,	PUNCT
easat-411	138	37	shape	shape	NOUN
easat-411	138	38	,	,	PUNCT
easat-411	138	39	and	and	CCONJ
easat-411	138	40	thickness	thickness	NOUN
easat-411	138	41	testing	testing	NOUN
easat-411	138	42	:	:	PUNCT
easat-411	138	43	the	the	DET
easat-411	138	44	gummy	gummy	ADJ
easat-411	138	45	jelly	jelly	NOUN
easat-411	138	46	products	product	NOUN
easat-411	138	47	obtained	obtain	VERB
easat-411	138	48	from	from	ADP
easat-411	138	49	the	the	DET
easat-411	138	50	semi	semi	ADJ
easat-411	138	51	-	-	ADJ
easat-411	138	52	automatic	automatic	ADJ
easat-411	138	53	gummy	gummy	ADJ
easat-411	138	54	jelly	jelly	NOUN
easat-411	138	55	dropping	drop	VERB
easat-411	138	56	machine	machine	NOUN
easat-411	138	57	,	,	PUNCT
easat-411	138	58	operated	operate	VERB
easat-411	138	59	at	at	ADP
easat-411	138	60	temperatures	temperature	NOUN
easat-411	138	61	of	of	ADP
easat-411	138	62	80	80	NUM
easat-411	138	63	,	,	PUNCT
easat-411	138	64	100	100	NUM
easat-411	138	65	,	,	PUNCT
easat-411	138	66	and	and	CCONJ
easat-411	138	67	120	120	NUM
easat-411	138	68	degrees	degree	NOUN
easat-411	138	69	celsius	celsius	NOUN
easat-411	138	70	,	,	PUNCT
easat-411	138	71	were	be	AUX
easat-411	138	72	subjected	subject	VERB
easat-411	138	73	to	to	ADP
easat-411	138	74	thorough	thorough	ADJ
easat-411	138	75	examination	examination	NOUN
easat-411	138	76	.	.	PUNCT
easat-411	139	1	thirty	thirty	NUM
easat-411	139	2	random	random	ADJ
easat-411	139	3	samples	sample	NOUN
easat-411	139	4	from	from	ADP
easat-411	139	5	each	each	DET
easat-411	139	6	temperature	temperature	NOUN
easat-411	139	7	setting	setting	NOUN
easat-411	139	8	were	be	AUX
easat-411	139	9	selected	select	VERB
easat-411	139	10	,	,	PUNCT
easat-411	139	11	and	and	CCONJ
easat-411	139	12	each	each	DET
easat-411	139	13	test	test	NOUN
easat-411	139	14	was	be	AUX
easat-411	139	15	replicated	replicate	VERB
easat-411	139	16	three	three	NUM
easat-411	139	17	times	time	NOUN
easat-411	139	18	.	.	PUNCT
easat-411	140	1	the	the	DET
easat-411	140	2	shape	shape	NOUN
easat-411	140	3	and	and	CCONJ
easat-411	140	4	thickness	thickness	NOUN
easat-411	140	5	of	of	ADP
easat-411	140	6	these	these	DET
easat-411	140	7	gummy	gummy	ADJ
easat-411	140	8	jelly	jelly	NOUN
easat-411	140	9	samples	sample	NOUN
easat-411	140	10	were	be	AUX
easat-411	140	11	precisely	precisely	ADV
easat-411	140	12	measured	measure	VERB
easat-411	140	13	using	use	VERB
easat-411	140	14	a	a	DET
easat-411	140	15	vernier	vernier	PROPN
easat-411	140	16	caliper	caliper	NOUN
easat-411	140	17	,	,	PUNCT
easat-411	140	18	ensuring	ensure	VERB
easat-411	140	19	accuracy	accuracy	NOUN
easat-411	140	20	and	and	CCONJ
easat-411	140	21	consistency	consistency	NOUN
easat-411	140	22	.	.	PUNCT
easat-411	141	1	2	2	X
easat-411	141	2	)	)	PUNCT
easat-411	141	3	color	color	NOUN
easat-411	141	4	analysis	analysis	NOUN
easat-411	141	5	of	of	ADP
easat-411	141	6	gummy	gummy	ADJ
easat-411	141	7	jelly	jelly	NOUN
easat-411	141	8	products	product	NOUN
easat-411	141	9	:	:	PUNCT
easat-411	141	10	the	the	DET
easat-411	141	11	color	color	NOUN
easat-411	141	12	properties	property	NOUN
easat-411	141	13	of	of	ADP
easat-411	141	14	the	the	DET
easat-411	141	15	gummy	gummy	ADJ
easat-411	141	16	jelly	jelly	NOUN
easat-411	141	17	products	product	NOUN
easat-411	141	18	were	be	AUX
easat-411	141	19	meticulously	meticulously	ADV
easat-411	141	20	measured	measure	VERB
easat-411	141	21	using	use	VERB
easat-411	141	22	a	a	DET
easat-411	141	23	konica	konica	PROPN
easat-411	141	24	minolta	minolta	PROPN
easat-411	141	25	spectrophotometer	spectrophotometer	PROPN
easat-411	141	26	,	,	PUNCT
easat-411	141	27	model	model	NOUN
easat-411	141	28	cr-400	cr-400	NOUN
easat-411	141	29	,	,	PUNCT
easat-411	141	30	evaluating	evaluate	VERB
easat-411	141	31	the	the	DET
easat-411	141	32	l	l	NOUN
easat-411	141	33	*	*	NOUN
easat-411	141	34	,	,	PUNCT
easat-411	141	35	a	a	PRON
easat-411	141	36	*	*	X
easat-411	141	37	,	,	PUNCT
easat-411	141	38	and	and	CCONJ
easat-411	141	39	b	b	X
easat-411	141	40	*	*	ADJ
easat-411	141	41	color	color	NOUN
easat-411	141	42	values	value	NOUN
easat-411	141	43	.	.	PUNCT
easat-411	142	1	this	this	DET
easat-411	142	2	detailed	detailed	ADJ
easat-411	142	3	color	color	NOUN
easat-411	142	4	analysis	analysis	NOUN
easat-411	142	5	provides	provide	VERB
easat-411	142	6	valuable	valuable	ADJ
easat-411	142	7	insights	insight	NOUN
easat-411	142	8	into	into	ADP
easat-411	142	9	the	the	DET
easat-411	142	10	visual	visual	ADJ
easat-411	142	11	aspects	aspect	NOUN
easat-411	142	12	of	of	ADP
easat-411	142	13	the	the	DET
easat-411	142	14	gummy	gummy	ADJ
easat-411	142	15	jelly	jelly	NOUN
easat-411	142	16	,	,	PUNCT
easat-411	142	17	contributing	contribute	VERB
easat-411	142	18	to	to	ADP
easat-411	142	19	its	its	PRON
easat-411	142	20	overall	overall	ADJ
easat-411	142	21	appeal	appeal	NOUN
easat-411	142	22	.	.	PUNCT
easat-411	143	1	3	3	X
easat-411	143	2	)	)	PUNCT
easat-411	143	3	determination	determination	NOUN
easat-411	143	4	of	of	ADP
easat-411	143	5	water	water	NOUN
easat-411	143	6	activity	activity	NOUN
easat-411	143	7	(	(	PUNCT
easat-411	143	8	aw	aw	INTJ
easat-411	143	9	):	):	PUNCT
easat-411	143	10	to	to	PART
easat-411	143	11	assess	assess	VERB
easat-411	143	12	the	the	DET
easat-411	143	13	amount	amount	NOUN
easat-411	143	14	of	of	ADP
easat-411	143	15	water	water	NOUN
easat-411	143	16	activity	activity	NOUN
easat-411	143	17	present	present	ADJ
easat-411	143	18	in	in	ADP
easat-411	143	19	the	the	DET
easat-411	143	20	gummy	gummy	ADJ
easat-411	143	21	jelly	jelly	NOUN
easat-411	143	22	,	,	PUNCT
easat-411	143	23	samples	sample	NOUN
easat-411	143	24	were	be	AUX
easat-411	143	25	crushed	crush	VERB
easat-411	143	26	and	and	CCONJ
easat-411	143	27	carefully	carefully	ADV
easat-411	143	28	packed	pack	VERB
easat-411	143	29	into	into	ADP
easat-411	143	30	sample	sample	NOUN
easat-411	143	31	boxes	box	NOUN
easat-411	143	32	.	.	PUNCT
easat-411	144	1	the	the	DET
easat-411	144	2	evaluation	evaluation	NOUN
easat-411	144	3	of	of	ADP
easat-411	144	4	water	water	NOUN
easat-411	144	5	activity	activity	NOUN
easat-411	144	6	was	be	AUX
easat-411	144	7	conducted	conduct	VERB
easat-411	144	8	using	use	VERB
easat-411	144	9	a	a	DET
easat-411	144	10	specialized	specialized	ADJ
easat-411	144	11	water	water	NOUN
easat-411	144	12	activity	activity	NOUN
easat-411	144	13	meter	meter	NOUN
easat-411	144	14	(	(	PUNCT
easat-411	144	15	aqua	aqua	NOUN
easat-411	144	16	lab	lab	NOUN
easat-411	144	17	series	series	NOUN
easat-411	144	18	3	3	NUM
easat-411	144	19	te	te	PROPN
easat-411	144	20	)	)	PUNCT
easat-411	144	21	.	.	PUNCT
easat-411	145	1	this	this	DET
easat-411	145	2	measurement	measurement	NOUN
easat-411	145	3	is	be	AUX
easat-411	145	4	crucial	crucial	ADJ
easat-411	145	5	,	,	PUNCT
easat-411	145	6	as	as	SCONJ
easat-411	145	7	it	it	PRON
easat-411	145	8	helps	help	VERB
easat-411	145	9	characterize	characterize	VERB
easat-411	145	10	the	the	DET
easat-411	145	11	product	product	NOUN
easat-411	145	12	's	's	PART
easat-411	145	13	moisture	moisture	NOUN
easat-411	145	14	content	content	NOUN
easat-411	145	15	,	,	PUNCT
easat-411	145	16	with	with	ADP
easat-411	145	17	typical	typical	ADJ
easat-411	145	18	jellies	jelly	NOUN
easat-411	145	19	exhibiting	exhibit	VERB
easat-411	145	20	values	value	NOUN
easat-411	145	21	within	within	ADP
easat-411	145	22	the	the	DET
easat-411	145	23	range	range	NOUN
easat-411	145	24	of	of	ADP
easat-411	145	25	0.7	0.7	NUM
easat-411	145	26	-	-	SYM
easat-411	145	27	0.8	0.8	NUM
easat-411	146	1	[	[	SYM
easat-411	146	2	38	38	NUM
easat-411	146	3	,	,	PUNCT
easat-411	146	4	39	39	NUM
easat-411	146	5	]	]	PUNCT
easat-411	146	6	.	.	PUNCT
easat-411	147	1	subsequently	subsequently	ADV
easat-411	147	2	,	,	PUNCT
easat-411	147	3	the	the	DET
easat-411	147	4	gathered	gather	VERB
easat-411	147	5	data	datum	NOUN
easat-411	147	6	underwent	undergo	VERB
easat-411	147	7	statistical	statistical	ADJ
easat-411	147	8	analysis	analysis	NOUN
easat-411	147	9	using	use	VERB
easat-411	147	10	analysis	analysis	NOUN
easat-411	147	11	of	of	ADP
easat-411	147	12	variance	variance	NOUN
easat-411	147	13	(	(	PUNCT
easat-411	147	14	anova	anova	PROPN
easat-411	147	15	)	)	PUNCT
easat-411	147	16	to	to	PART
easat-411	147	17	discern	discern	VERB
easat-411	147	18	differences	difference	NOUN
easat-411	147	19	in	in	ADP
easat-411	147	20	means	mean	NOUN
easat-411	147	21	.	.	PUNCT
easat-411	148	1	duncan	duncan	PROPN
easat-411	148	2	's	's	PART
easat-411	148	3	new	new	ADJ
easat-411	148	4	multiple	multiple	ADJ
easat-411	148	5	range	range	NOUN
easat-411	148	6	test	test	NOUN
easat-411	148	7	(	(	PUNCT
easat-411	148	8	dmrt	dmrt	NOUN
easat-411	148	9	)	)	PUNCT
easat-411	148	10	was	be	AUX
easat-411	148	11	employed	employ	VERB
easat-411	148	12	at	at	ADP
easat-411	148	13	a	a	DET
easat-411	148	14	significance	significance	NOUN
easat-411	148	15	level	level	NOUN
easat-411	148	16	of	of	ADP
easat-411	148	17	0.05	0.05	NUM
easat-411	148	18	to	to	PART
easat-411	148	19	further	far	ADV
easat-411	148	20	explore	explore	VERB
easat-411	148	21	these	these	DET
easat-411	148	22	variations	variation	NOUN
easat-411	148	23	.	.	PUNCT
easat-411	149	1	this	this	DET
easat-411	149	2	comprehensive	comprehensive	ADJ
easat-411	149	3	analysis	analysis	NOUN
easat-411	149	4	of	of	ADP
easat-411	149	5	the	the	DET
easat-411	149	6	gummy	gummy	ADJ
easat-411	149	7	jelly	jelly	NOUN
easat-411	149	8	's	's	PART
easat-411	149	9	physical	physical	ADJ
easat-411	149	10	properties	property	NOUN
easat-411	149	11	is	be	AUX
easat-411	149	12	vital	vital	ADJ
easat-411	149	13	to	to	ADP
easat-411	149	14	ensuring	ensure	VERB
easat-411	149	15	quality	quality	NOUN
easat-411	149	16	,	,	PUNCT
easat-411	149	17	consistency	consistency	NOUN
easat-411	149	18	,	,	PUNCT
easat-411	149	19	and	and	CCONJ
easat-411	149	20	consumer	consumer	NOUN
easat-411	149	21	satisfaction	satisfaction	NOUN
easat-411	149	22	.	.	PUNCT
easat-411	150	1	7	7	NUM
easat-411	150	2	edelweiss	edelweiss	PROPN
easat-411	150	3	applied	apply	VERB
easat-411	150	4	science	science	NOUN
easat-411	150	5	and	and	CCONJ
easat-411	150	6	technology	technology	NOUN
easat-411	150	7	issn	issn	PROPN
easat-411	150	8	:	:	PUNCT
easat-411	150	9	2576	2576	NUM
easat-411	150	10	-	-	SYM
easat-411	150	11	8484	8484	NUM
easat-411	150	12	vol	vol	NOUN
easat-411	150	13	.	.	PROPN
easat-411	150	14	8	8	NUM
easat-411	150	15	,	,	PUNCT
easat-411	150	16	no	no	INTJ
easat-411	150	17	.	.	NOUN
easat-411	151	1	1	1	NUM
easat-411	151	2	:	:	SYM
easat-411	151	3	1	1	NUM
easat-411	151	4	-	-	SYM
easat-411	151	5	12	12	NUM
easat-411	151	6	,	,	PUNCT
easat-411	151	7	2024	2024	NUM
easat-411	151	8	doi	doi	NOUN
easat-411	151	9	:	:	PUNCT
easat-411	151	10	10.55214/25768484.v8i1.411	10.55214/25768484.v8i1.411	NUM
easat-411	151	11	©	©	PROPN
easat-411	151	12	2024	2024	NUM
easat-411	151	13	by	by	ADP
easat-411	151	14	the	the	DET
easat-411	151	15	authors	author	NOUN
easat-411	151	16	;	;	PUNCT
easat-411	151	17	licensee	licensee	PROPN
easat-411	151	18	learning	learning	NOUN
easat-411	151	19	gate	gate	NOUN
easat-411	151	20	4	4	PROPN
easat-411	151	21	.	.	NOUN
easat-411	151	22	results	result	NOUN
easat-411	151	23	and	and	CCONJ
easat-411	151	24	discussion	discussion	NOUN
easat-411	151	25	4.1	4.1	NUM
easat-411	151	26	.	.	PUNCT
easat-411	152	1	an	an	DET
easat-411	152	2	investigation	investigation	NOUN
easat-411	152	3	into	into	ADP
easat-411	152	4	the	the	DET
easat-411	152	5	efficiency	efficiency	NOUN
easat-411	152	6	and	and	CCONJ
easat-411	152	7	performance	performance	NOUN
easat-411	152	8	of	of	ADP
easat-411	152	9	a	a	DET
easat-411	152	10	semi	semi	ADJ
easat-411	152	11	-	-	ADJ
easat-411	152	12	automatic	automatic	ADJ
easat-411	152	13	gummy	gummy	ADJ
easat-411	152	14	jelly	jelly	NOUN
easat-411	152	15	dropping	drop	VERB
easat-411	152	16	machine	machine	NOUN
easat-411	152	17	the	the	DET
easat-411	152	18	evaluation	evaluation	NOUN
easat-411	152	19	of	of	ADP
easat-411	152	20	the	the	DET
easat-411	152	21	semi	semi	ADJ
easat-411	152	22	-	-	ADJ
easat-411	152	23	automatic	automatic	ADJ
easat-411	152	24	gummy	gummy	ADJ
easat-411	152	25	jelly	jelly	NOUN
easat-411	152	26	dropping	drop	VERB
easat-411	152	27	machine	machine	NOUN
easat-411	152	28	prototype	prototype	NOUN
easat-411	152	29	was	be	AUX
easat-411	152	30	conducted	conduct	VERB
easat-411	152	31	at	at	ADP
easat-411	152	32	different	different	ADJ
easat-411	152	33	temperatures	temperature	NOUN
easat-411	152	34	:	:	PUNCT
easat-411	152	35	80	80	NUM
easat-411	152	36	,	,	PUNCT
easat-411	152	37	100	100	NUM
easat-411	152	38	,	,	PUNCT
easat-411	152	39	and	and	CCONJ
easat-411	152	40	120	120	NUM
easat-411	152	41	degrees	degree	NOUN
easat-411	152	42	celsius	celsius	NOUN
easat-411	152	43	,	,	PUNCT
easat-411	152	44	revealing	reveal	VERB
easat-411	152	45	distinct	distinct	ADJ
easat-411	152	46	performance	performance	NOUN
easat-411	152	47	metrics	metric	NOUN
easat-411	152	48	.	.	PUNCT
easat-411	153	1	the	the	DET
easat-411	153	2	instillation	instillation	NOUN
easat-411	153	3	times	time	NOUN
easat-411	153	4	averaged	average	VERB
easat-411	153	5	99.35	99.35	NUM
easat-411	153	6	,	,	PUNCT
easat-411	153	7	132.31	132.31	NUM
easat-411	153	8	,	,	PUNCT
easat-411	153	9	and	and	CCONJ
easat-411	153	10	135.09	135.09	NUM
easat-411	153	11	seconds	second	NOUN
easat-411	153	12	,	,	PUNCT
easat-411	153	13	respectively	respectively	ADV
easat-411	153	14	(	(	PUNCT
easat-411	153	15	figure	figure	NOUN
easat-411	153	16	3	3	NUM
easat-411	153	17	)	)	PUNCT
easat-411	153	18	.	.	PUNCT
easat-411	154	1	correspondingly	correspondingly	ADV
easat-411	154	2	,	,	PUNCT
easat-411	154	3	the	the	DET
easat-411	154	4	machine	machine	NOUN
easat-411	154	5	's	's	PART
easat-411	154	6	productivity	productivity	NOUN
easat-411	154	7	was	be	AUX
easat-411	154	8	measured	measure	VERB
easat-411	154	9	at	at	ADP
easat-411	154	10	36.66	36.66	NUM
easat-411	154	11	,	,	PUNCT
easat-411	154	12	28.95	28.95	NUM
easat-411	154	13	,	,	PUNCT
easat-411	154	14	and	and	CCONJ
easat-411	154	15	26.77	26.77	NUM
easat-411	154	16	kilograms	kilogram	NOUN
easat-411	154	17	per	per	ADP
easat-411	154	18	hour	hour	NOUN
easat-411	154	19	in	in	ADP
easat-411	154	20	the	the	DET
easat-411	154	21	same	same	ADJ
easat-411	154	22	order	order	NOUN
easat-411	154	23	(	(	PUNCT
easat-411	154	24	figure	figure	NOUN
easat-411	154	25	4	4	NUM
easat-411	154	26	)	)	PUNCT
easat-411	154	27	.	.	PUNCT
easat-411	155	1	figure	figure	NOUN
easat-411	155	2	5	5	NUM
easat-411	155	3	illustrates	illustrate	VERB
easat-411	155	4	efficiency	efficiency	NOUN
easat-411	155	5	figures	figure	NOUN
easat-411	155	6	of	of	ADP
easat-411	155	7	73.75	73.75	NUM
easat-411	155	8	,	,	PUNCT
easat-411	155	9	59.25	59.25	NUM
easat-411	155	10	,	,	PUNCT
easat-411	155	11	and	and	CCONJ
easat-411	155	12	47.50	47.50	NUM
easat-411	155	13	percent	percent	NOUN
easat-411	155	14	,	,	PUNCT
easat-411	155	15	with	with	ADP
easat-411	155	16	the	the	DET
easat-411	155	17	most	most	ADV
easat-411	155	18	favorable	favorable	ADJ
easat-411	155	19	results	result	NOUN
easat-411	155	20	observed	observe	VERB
easat-411	155	21	at	at	ADP
easat-411	155	22	a	a	DET
easat-411	155	23	temperature	temperature	NOUN
easat-411	155	24	of	of	ADP
easat-411	155	25	120	120	NUM
easat-411	155	26	degrees	degree	NOUN
easat-411	155	27	celsius	celsius	NOUN
easat-411	155	28	across	across	ADP
easat-411	155	29	all	all	DET
easat-411	155	30	aspects	aspect	NOUN
easat-411	155	31	.	.	PUNCT
easat-411	156	1	at	at	ADP
easat-411	156	2	this	this	DET
easat-411	156	3	temperature	temperature	NOUN
easat-411	156	4	,	,	PUNCT
easat-411	156	5	the	the	DET
easat-411	156	6	average	average	ADJ
easat-411	156	7	instillation	instillation	NOUN
easat-411	156	8	time	time	NOUN
easat-411	156	9	for	for	ADP
easat-411	156	10	gummy	gummy	ADJ
easat-411	156	11	jelly	jelly	NOUN
easat-411	156	12	was	be	AUX
easat-411	156	13	99.35	99.35	NUM
easat-411	156	14	seconds	second	NOUN
easat-411	156	15	,	,	PUNCT
easat-411	156	16	aligning	align	VERB
easat-411	156	17	closely	closely	ADV
easat-411	156	18	with	with	ADP
easat-411	156	19	the	the	DET
easat-411	156	20	research	research	NOUN
easat-411	156	21	findings	finding	NOUN
easat-411	156	22	of	of	ADP
easat-411	156	23	delgado	delgado	NOUN
easat-411	156	24	and	and	CCONJ
easat-411	156	25	bañón	bañón	VERB
easat-411	157	1	[	[	X
easat-411	157	2	40	40	NUM
easat-411	157	3	]	]	PUNCT
easat-411	157	4	and	and	CCONJ
easat-411	157	5	sumrit	sumrit	VERB
easat-411	157	6	,	,	PUNCT
easat-411	157	7	et	et	PROPN
easat-411	157	8	al	al	PROPN
easat-411	157	9	.	.	PUNCT
easat-411	158	1	[	[	X
easat-411	158	2	16	16	NUM
easat-411	158	3	]	]	PUNCT
easat-411	158	4	.	.	PUNCT
easat-411	159	1	the	the	DET
easat-411	159	2	prototype	prototype	NOUN
easat-411	159	3	demonstrated	demonstrate	VERB
easat-411	159	4	an	an	DET
easat-411	159	5	average	average	ADJ
easat-411	159	6	standard	standard	ADJ
easat-411	159	7	working	working	ADJ
easat-411	159	8	time	time	NOUN
easat-411	159	9	of	of	ADP
easat-411	159	10	2.68	2.68	NUM
easat-411	159	11	minutes	minute	NOUN
easat-411	159	12	for	for	ADP
easat-411	159	13	dropping	drop	VERB
easat-411	159	14	gummy	gummy	ADJ
easat-411	159	15	jelly	jelly	NOUN
easat-411	159	16	ingredients	ingredient	NOUN
easat-411	159	17	,	,	PUNCT
easat-411	159	18	resulting	result	VERB
easat-411	159	19	in	in	ADP
easat-411	159	20	a	a	DET
easat-411	159	21	production	production	NOUN
easat-411	159	22	rate	rate	NOUN
easat-411	159	23	of	of	ADP
easat-411	159	24	36.66	36.66	NUM
easat-411	159	25	kilograms	kilogram	NOUN
easat-411	159	26	per	per	ADP
easat-411	159	27	hour	hour	NOUN
easat-411	159	28	and	and	CCONJ
easat-411	159	29	a	a	DET
easat-411	159	30	peak	peak	NOUN
easat-411	159	31	efficiency	efficiency	NOUN
easat-411	159	32	of	of	ADP
easat-411	159	33	73.75	73.75	NUM
easat-411	159	34	percent	percent	NOUN
easat-411	159	35	.	.	PUNCT
easat-411	160	1	figure	figure	NOUN
easat-411	160	2	3	3	NUM
easat-411	160	3	.	.	PUNCT
easat-411	160	4	average	average	ADJ
easat-411	160	5	gummy	gummy	ADJ
easat-411	160	6	jelly	jelly	NOUN
easat-411	160	7	instillation	instillation	NOUN
easat-411	160	8	time	time	NOUN
easat-411	160	9	.	.	PUNCT
easat-411	161	1	figure	figure	VERB
easat-411	161	2	4	4	NUM
easat-411	161	3	.	.	PUNCT
easat-411	161	4	average	average	ADJ
easat-411	161	5	performance	performance	NOUN
easat-411	161	6	of	of	ADP
easat-411	161	7	the	the	DET
easat-411	161	8	semi	semi	ADJ
easat-411	161	9	-	-	ADJ
easat-411	161	10	automatic	automatic	ADJ
easat-411	161	11	gummy	gummy	ADJ
easat-411	161	12	jelly	jelly	NOUN
easat-411	161	13	dropping	drop	VERB
easat-411	161	14	machine	machine	NOUN
easat-411	161	15	.	.	PUNCT
easat-411	162	1	8	8	NUM
easat-411	162	2	edelweiss	edelweiss	PROPN
easat-411	162	3	applied	apply	VERB
easat-411	162	4	science	science	NOUN
easat-411	162	5	and	and	CCONJ
easat-411	162	6	technology	technology	NOUN
easat-411	162	7	issn	issn	PROPN
easat-411	162	8	:	:	PUNCT
easat-411	162	9	2576	2576	NUM
easat-411	162	10	-	-	SYM
easat-411	162	11	8484	8484	NUM
easat-411	162	12	vol	vol	NOUN
easat-411	162	13	.	.	PROPN
easat-411	162	14	8	8	NUM
easat-411	162	15	,	,	PUNCT
easat-411	162	16	no	no	INTJ
easat-411	162	17	.	.	NOUN
easat-411	162	18	1	1	NUM
easat-411	162	19	:	:	SYM
easat-411	162	20	1	1	NUM
easat-411	162	21	-	-	SYM
easat-411	162	22	12	12	NUM
easat-411	162	23	,	,	PUNCT
easat-411	162	24	2024	2024	NUM
easat-411	162	25	doi	doi	NOUN
easat-411	162	26	:	:	PUNCT
easat-411	162	27	10.55214/25768484.v8i1.411	10.55214/25768484.v8i1.411	NUM
easat-411	162	28	©	©	PROPN
easat-411	162	29	2024	2024	NUM
easat-411	162	30	by	by	ADP
easat-411	162	31	the	the	DET
easat-411	162	32	authors	author	NOUN
easat-411	162	33	;	;	PUNCT
easat-411	162	34	licensee	licensee	PROPN
easat-411	162	35	learning	learn	VERB
easat-411	162	36	gate	gate	PROPN
easat-411	162	37	figure	figure	NOUN
easat-411	162	38	5	5	NUM
easat-411	162	39	.	.	PUNCT
easat-411	162	40	average	average	ADJ
easat-411	162	41	efficiency	efficiency	NOUN
easat-411	162	42	of	of	ADP
easat-411	162	43	the	the	DET
easat-411	162	44	semi	semi	ADJ
easat-411	162	45	-	-	ADJ
easat-411	162	46	automatic	automatic	ADJ
easat-411	162	47	gummy	gummy	ADJ
easat-411	162	48	jelly	jelly	NOUN
easat-411	162	49	dropping	drop	VERB
easat-411	162	50	machine	machine	NOUN
easat-411	162	51	.	.	PUNCT
easat-411	163	1	4.2	4.2	NUM
easat-411	163	2	.	.	PUNCT
easat-411	163	3	evaluating	evaluate	VERB
easat-411	163	4	the	the	DET
easat-411	163	5	physical	physical	ADJ
easat-411	163	6	properties	property	NOUN
easat-411	163	7	of	of	ADP
easat-411	163	8	gummy	gummy	ADJ
easat-411	163	9	jelly	jelly	NOUN
easat-411	163	10	the	the	DET
easat-411	163	11	assessment	assessment	NOUN
easat-411	163	12	of	of	ADP
easat-411	163	13	gummy	gummy	ADJ
easat-411	163	14	jellies	jelly	NOUN
easat-411	163	15	'	'	PART
easat-411	163	16	physical	physical	ADJ
easat-411	163	17	attributes	attribute	NOUN
easat-411	163	18	at	at	ADP
easat-411	163	19	various	various	ADJ
easat-411	163	20	temperatures	temperature	NOUN
easat-411	163	21	revealed	reveal	VERB
easat-411	163	22	significant	significant	ADJ
easat-411	163	23	differences	difference	NOUN
easat-411	163	24	in	in	ADP
easat-411	163	25	l	l	NOUN
easat-411	163	26	,	,	PUNCT
easat-411	163	27	a	a	DET
easat-411	163	28	*	*	X
easat-411	163	29	color	color	NOUN
easat-411	163	30	values	value	NOUN
easat-411	163	31	(	(	PUNCT
easat-411	163	32	p≤0.05	p≤0.05	NOUN
easat-411	163	33	)	)	PUNCT
easat-411	163	34	,	,	PUNCT
easat-411	163	35	while	while	SCONJ
easat-411	163	36	b	b	NOUN
easat-411	163	37	*	*	ADJ
easat-411	163	38	color	color	NOUN
easat-411	163	39	values	value	NOUN
easat-411	163	40	and	and	CCONJ
easat-411	163	41	aw	aw	INTJ
easat-411	163	42	values	value	NOUN
easat-411	163	43	remained	remain	VERB
easat-411	163	44	constant	constant	ADJ
easat-411	163	45	.	.	PUNCT
easat-411	164	1	this	this	PRON
easat-411	164	2	indicates	indicate	VERB
easat-411	164	3	that	that	SCONJ
easat-411	164	4	different	different	ADJ
easat-411	164	5	test	test	NOUN
easat-411	164	6	temperatures	temperature	NOUN
easat-411	164	7	induce	induce	VERB
easat-411	164	8	changes	change	NOUN
easat-411	164	9	in	in	ADP
easat-411	164	10	l	l	NOUN
easat-411	164	11	*	*	PUNCT
easat-411	164	12	a	a	DET
easat-411	164	13	*	*	PUNCT
easat-411	164	14	color	color	NOUN
easat-411	164	15	values	value	NOUN
easat-411	164	16	,	,	PUNCT
easat-411	164	17	as	as	SCONJ
easat-411	164	18	illustrated	illustrate	VERB
easat-411	164	19	in	in	ADP
easat-411	164	20	table	table	NOUN
easat-411	164	21	1	1	NUM
easat-411	164	22	.	.	PUNCT
easat-411	165	1	moreover	moreover	ADV
easat-411	165	2	,	,	PUNCT
easat-411	165	3	there	there	PRON
easat-411	165	4	were	be	VERB
easat-411	165	5	statistically	statistically	ADV
easat-411	165	6	significant	significant	ADJ
easat-411	165	7	variations	variation	NOUN
easat-411	165	8	(	(	PUNCT
easat-411	165	9	p≤0.05	p≤0.05	NOUN
easat-411	165	10	)	)	PUNCT
easat-411	165	11	in	in	ADP
easat-411	165	12	hardness	hardness	NOUN
easat-411	165	13	,	,	PUNCT
easat-411	165	14	gumminess	gumminess	NOUN
easat-411	165	15	,	,	PUNCT
easat-411	165	16	and	and	CCONJ
easat-411	165	17	chewiness	chewiness	NOUN
easat-411	165	18	.	.	PUNCT
easat-411	166	1	conversely	conversely	ADV
easat-411	166	2	,	,	PUNCT
easat-411	166	3	cohesiveness	cohesiveness	NOUN
easat-411	166	4	and	and	CCONJ
easat-411	166	5	springiness	springiness	NOUN
easat-411	166	6	values	value	NOUN
easat-411	166	7	exhibited	exhibit	VERB
easat-411	166	8	no	no	DET
easat-411	166	9	significant	significant	ADJ
easat-411	166	10	differences	difference	NOUN
easat-411	166	11	among	among	ADP
easat-411	166	12	the	the	DET
easat-411	166	13	gummy	gummy	ADJ
easat-411	166	14	jelly	jelly	NOUN
easat-411	166	15	samples	sample	NOUN
easat-411	166	16	,	,	PUNCT
easat-411	166	17	as	as	SCONJ
easat-411	166	18	detailed	detailed	ADJ
easat-411	166	19	in	in	ADP
easat-411	166	20	table	table	NOUN
easat-411	166	21	2	2	NUM
easat-411	166	22	.	.	X
easat-411	166	23	gummy	gummy	ADJ
easat-411	166	24	jelly	jelly	NOUN
easat-411	166	25	produced	produce	VERB
easat-411	166	26	using	use	VERB
easat-411	166	27	the	the	DET
easat-411	166	28	semi	semi	ADJ
easat-411	166	29	-	-	ADJ
easat-411	166	30	automatic	automatic	ADJ
easat-411	166	31	dropping	dropping	NOUN
easat-411	166	32	machine	machine	NOUN
easat-411	166	33	at	at	ADP
easat-411	166	34	a	a	DET
easat-411	166	35	temperature	temperature	NOUN
easat-411	166	36	of	of	ADP
easat-411	166	37	120	120	NUM
easat-411	166	38	degrees	degree	NOUN
easat-411	166	39	celsius	celsius	NOUN
easat-411	166	40	exhibited	exhibit	VERB
easat-411	166	41	a	a	DET
easat-411	166	42	moisture	moisture	NOUN
easat-411	166	43	content	content	NOUN
easat-411	166	44	of	of	ADP
easat-411	166	45	12.07	12.07	NUM
easat-411	166	46	percent	percent	NOUN
easat-411	166	47	.	.	PUNCT
easat-411	167	1	its	its	PRON
easat-411	167	2	lightness	lightness	ADJ
easat-411	167	3	value	value	NOUN
easat-411	167	4	measured	measure	VERB
easat-411	167	5	52.63±4.67	52.63±4.67	PROPN
easat-411	167	6	,	,	PUNCT
easat-411	167	7	the	the	DET
easat-411	167	8	red	red	ADJ
easat-411	167	9	/	/	SYM
easat-411	167	10	green	green	ADJ
easat-411	167	11	value	value	NOUN
easat-411	167	12	stood	stand	VERB
easat-411	167	13	at	at	ADP
easat-411	167	14	0.27±0.11	0.27±0.11	PROPN
easat-411	167	15	,	,	PUNCT
easat-411	167	16	and	and	CCONJ
easat-411	167	17	the	the	DET
easat-411	167	18	yellow	yellow	ADJ
easat-411	167	19	/	/	SYM
easat-411	167	20	blue	blue	ADJ
easat-411	167	21	value	value	NOUN
easat-411	167	22	was	be	AUX
easat-411	167	23	recorded	record	VERB
easat-411	167	24	as	as	ADP
easat-411	167	25	4.08±3.13	4.08±3.13	NUM
easat-411	167	26	.	.	PUNCT
easat-411	168	1	additionally	additionally	ADV
easat-411	168	2	,	,	PUNCT
easat-411	168	3	the	the	DET
easat-411	168	4	product	product	NOUN
easat-411	168	5	displayed	display	VERB
easat-411	168	6	a	a	DET
easat-411	168	7	hardness	hardness	ADJ
easat-411	168	8	value	value	NOUN
easat-411	168	9	of	of	ADP
easat-411	168	10	1027.75	1027.75	NUM
easat-411	168	11	grams	gram	NOUN
easat-411	168	12	,	,	PUNCT
easat-411	168	13	gumminess	gumminess	NOUN
easat-411	168	14	at	at	ADP
easat-411	168	15	916.25	916.25	NUM
easat-411	168	16	grams	gram	NOUN
easat-411	168	17	,	,	PUNCT
easat-411	168	18	and	and	CCONJ
easat-411	168	19	a	a	DET
easat-411	168	20	water	water	NOUN
easat-411	168	21	activity	activity	NOUN
easat-411	168	22	of	of	ADP
easat-411	168	23	0.80	0.80	NUM
easat-411	168	24	.	.	PUNCT
easat-411	169	1	these	these	DET
easat-411	169	2	findings	finding	NOUN
easat-411	169	3	align	align	VERB
easat-411	169	4	with	with	ADP
easat-411	169	5	previous	previous	ADJ
easat-411	169	6	research	research	NOUN
easat-411	169	7	by	by	ADP
easat-411	169	8	jiamjariyatam	jiamjariyatam	NOUN
easat-411	169	9	[	[	X
easat-411	169	10	15	15	NUM
easat-411	169	11	]	]	PUNCT
easat-411	169	12	and	and	CCONJ
easat-411	169	13	periche	periche	PROPN
easat-411	169	14	,	,	PUNCT
easat-411	169	15	et	et	PROPN
easat-411	169	16	al	al	PROPN
easat-411	169	17	.	.	PUNCT
easat-411	170	1	[	[	X
easat-411	170	2	39	39	NUM
easat-411	170	3	]	]	PUNCT
easat-411	170	4	,	,	PUNCT
easat-411	170	5	highlighting	highlight	VERB
easat-411	170	6	the	the	DET
easat-411	170	7	critical	critical	ADJ
easat-411	170	8	role	role	NOUN
easat-411	170	9	of	of	ADP
easat-411	170	10	water	water	NOUN
easat-411	170	11	activity	activity	NOUN
easat-411	170	12	(	(	PUNCT
easat-411	170	13	aw	aw	INTJ
easat-411	170	14	)	)	PUNCT
easat-411	170	15	in	in	ADP
easat-411	170	16	microbial	microbial	ADJ
easat-411	170	17	growth	growth	NOUN
easat-411	170	18	and	and	CCONJ
easat-411	170	19	chemical	chemical	NOUN
easat-411	170	20	reactions	reaction	NOUN
easat-411	170	21	within	within	ADP
easat-411	170	22	the	the	DET
easat-411	170	23	product	product	NOUN
easat-411	170	24	,	,	PUNCT
easat-411	170	25	potentially	potentially	ADV
easat-411	170	26	affecting	affect	VERB
easat-411	170	27	its	its	PRON
easat-411	170	28	stability	stability	NOUN
easat-411	170	29	.	.	PUNCT
easat-411	171	1	generally	generally	ADV
easat-411	171	2	,	,	PUNCT
easat-411	171	3	gummy	gummy	ADJ
easat-411	171	4	jellies	jelly	NOUN
easat-411	171	5	with	with	ADP
easat-411	171	6	a	a	DET
easat-411	171	7	moisture	moisture	NOUN
easat-411	171	8	content	content	NOUN
easat-411	171	9	below	below	ADP
easat-411	171	10	20	20	NUM
easat-411	171	11	percent	percent	NOUN
easat-411	171	12	typically	typically	ADV
easat-411	171	13	exhibit	exhibit	VERB
easat-411	171	14	an	an	DET
easat-411	171	15	aw	aw	INTJ
easat-411	171	16	value	value	NOUN
easat-411	171	17	within	within	ADP
easat-411	171	18	the	the	DET
easat-411	171	19	0.7	0.7	NUM
easat-411	171	20	-	-	SYM
easat-411	171	21	0.8	0.8	NUM
easat-411	171	22	range	range	NOUN
easat-411	171	23	.	.	PUNCT
easat-411	172	1	table	table	NOUN
easat-411	172	2	1	1	NUM
easat-411	172	3	.	.	PUNCT
easat-411	173	1	color	color	NOUN
easat-411	173	2	(	(	PUNCT
easat-411	173	3	l	l	NOUN
easat-411	173	4	,	,	PUNCT
easat-411	173	5	a	a	PRON
easat-411	173	6	*	*	X
easat-411	173	7	,	,	PUNCT
easat-411	173	8	b	b	NOUN
easat-411	173	9	*	*	PUNCT
easat-411	173	10	)	)	PUNCT
easat-411	173	11	and	and	CCONJ
easat-411	173	12	water	water	NOUN
easat-411	173	13	activity	activity	NOUN
easat-411	173	14	(	(	PUNCT
easat-411	173	15	aw	aw	INTJ
easat-411	173	16	)	)	PUNCT
easat-411	173	17	of	of	ADP
easat-411	173	18	gummy	gummy	ADJ
easat-411	173	19	jelly	jelly	NOUN
easat-411	173	20	at	at	ADP
easat-411	173	21	different	different	ADJ
easat-411	173	22	temperatures	temperature	NOUN
easat-411	173	23	.	.	PUNCT
easat-411	174	1	temperature	temperature	NOUN
easat-411	174	2	(	(	PUNCT
easat-411	174	3	ºc	ºc	NOUN
easat-411	174	4	)	)	PUNCT
easat-411	174	5	l	l	NOUN
easat-411	174	6	*	*	PUNCT
easat-411	174	7	a	a	PROPN
easat-411	174	8	*	*	X
easat-411	174	9	b	b	X
easat-411	174	10	*	*	PUNCT
easat-411	174	11	ns	ns	PROPN
easat-411	175	1	aw	aw	INTJ
easat-411	176	1	ns	ns	NUM
easat-411	176	2	80	80	NUM
easat-411	176	3	39.47±1.25b	39.47±1.25b	NUM
easat-411	176	4	1.12±0.03a	1.12±0.03a	NUM
easat-411	176	5	6.31±0.42	6.31±0.42	NUM
easat-411	176	6	0.81±0.01	0.81±0.01	NOUN
easat-411	176	7	100	100	NUM
easat-411	176	8	38.65±1.82b	38.65±1.82b	NUM
easat-411	176	9	0.50±0.41ab	0.50±0.41ab	NUM
easat-411	177	1	5.57±0.54	5.57±0.54	NUM
easat-411	177	2	0.78±0.01	0.78±0.01	NOUN
easat-411	177	3	120	120	NUM
easat-411	177	4	52.63±4.67a	52.63±4.67a	NUM
easat-411	177	5	-0.27±0.11b	-0.27±0.11b	NOUN
easat-411	177	6	4.08±3.13	4.08±3.13	NUM
easat-411	177	7	0.80±0.00	0.80±0.00	NUM
easat-411	177	8	note	note	NOUN
easat-411	177	9	:	:	PUNCT
easat-411	177	10	means	mean	VERB
easat-411	177	11	±	±	PROPN
easat-411	177	12	s.	s.	PROPN
easat-411	177	13	d.	d.	PROPN
easat-411	177	14	with	with	ADP
easat-411	177	15	different	different	ADJ
easat-411	177	16	superscript	superscript	ADJ
easat-411	177	17	letters	letter	NOUN
easat-411	177	18	in	in	ADP
easat-411	177	19	the	the	DET
easat-411	177	20	same	same	ADJ
easat-411	177	21	column	column	NOUN
easat-411	177	22	(	(	PUNCT
easat-411	177	23	a	a	PROPN
easat-411	177	24	-	-	PUNCT
easat-411	177	25	b	b	NOUN
easat-411	177	26	)	)	PUNCT
easat-411	177	27	indic	indic	ADJ
easat-411	177	28	ate	eat	VERB
easat-411	177	29	signi	signi	ADJ
easat-411	177	30	fic	fic	ADJ
easat-411	177	31	ant	ant	ADJ
easat-411	177	32	differences	difference	NOUN
easat-411	177	33	(	(	PUNCT
easat-411	177	34	p	p	X
easat-411	177	35	<	<	NOUN
easat-411	177	36	0.05	0.05	NUM
easat-411	177	37	)	)	PUNCT
easat-411	177	38	;	;	PUNCT
easat-411	177	39	the	the	DET
easat-411	177	40	superscript	superscript	PROPN
easat-411	177	41	“	"	PUNCT
easat-411	177	42	ns	ns	PROPN
easat-411	177	43	”	"	PUNCT
easat-411	177	44	indicates	indicate	VERB
easat-411	177	45	no	no	DET
easat-411	177	46	significant	significant	ADJ
easat-411	177	47	differences	difference	NOUN
easat-411	177	48	among	among	ADP
easat-411	177	49	the	the	DET
easat-411	177	50	means	mean	NOUN
easat-411	177	51	in	in	ADP
easat-411	177	52	the	the	DET
easat-411	177	53	same	same	ADJ
easat-411	177	54	column	column	NOUN
easat-411	177	55	;	;	PUNCT
easat-411	177	56	the	the	DET
easat-411	177	57	letters	letter	NOUN
easat-411	177	58	l	l	PROPN
easat-411	177	59	*	*	PROPN
easat-411	177	60	,	,	PUNCT
easat-411	177	61	a	a	PRON
easat-411	177	62	*	*	X
easat-411	177	63	,	,	PUNCT
easat-411	177	64	and	and	CCONJ
easat-411	177	65	b	b	AUX
easat-411	177	66	*	*	AUX
easat-411	177	67	represent	represent	VERB
easat-411	177	68	each	each	PRON
easat-411	177	69	of	of	ADP
easat-411	177	70	the	the	DET
easat-411	177	71	three	three	NUM
easat-411	177	72	values	value	NOUN
easat-411	177	73	the	the	DET
easat-411	177	74	cielab	cielab	PROPN
easat-411	177	75	c	c	PROPN
easat-411	177	76	olor	olor	PROPN
easat-411	177	77	space	space	PROPN
easat-411	177	78	uses	use	VERB
easat-411	177	79	to	to	PART
easat-411	177	80	measure	measure	VERB
easat-411	177	81	objective	objective	ADJ
easat-411	177	82	color	color	NOUN
easat-411	177	83	and	and	CCONJ
easat-411	177	84	calculate	calculate	VERB
easat-411	177	85	color	color	NOUN
easat-411	177	86	differences	difference	NOUN
easat-411	177	87	.	.	PUNCT
easat-411	178	1	9	9	NUM
easat-411	178	2	edelweiss	edelweiss	PROPN
easat-411	178	3	applied	apply	VERB
easat-411	178	4	science	science	NOUN
easat-411	178	5	and	and	CCONJ
easat-411	178	6	technology	technology	NOUN
easat-411	178	7	issn	issn	PROPN
easat-411	178	8	:	:	PUNCT
easat-411	178	9	2576	2576	NUM
easat-411	178	10	-	-	SYM
easat-411	178	11	8484	8484	NUM
easat-411	178	12	vol	vol	NOUN
easat-411	178	13	.	.	PROPN
easat-411	178	14	8	8	NUM
easat-411	178	15	,	,	PUNCT
easat-411	178	16	no	no	INTJ
easat-411	178	17	.	.	NOUN
easat-411	178	18	1	1	NUM
easat-411	178	19	:	:	SYM
easat-411	178	20	1	1	NUM
easat-411	178	21	-	-	SYM
easat-411	178	22	12	12	NUM
easat-411	178	23	,	,	PUNCT
easat-411	178	24	2024	2024	NUM
easat-411	178	25	doi	doi	NOUN
easat-411	178	26	:	:	PUNCT
easat-411	178	27	10.55214/25768484.v8i1.411	10.55214/25768484.v8i1.411	NUM
easat-411	178	28	©	©	PROPN
easat-411	178	29	2024	2024	NUM
easat-411	178	30	by	by	ADP
easat-411	178	31	the	the	DET
easat-411	178	32	authors	author	NOUN
easat-411	178	33	;	;	PUNCT
easat-411	178	34	licensee	licensee	PROPN
easat-411	178	35	learning	learn	VERB
easat-411	178	36	gate	gate	NOUN
easat-411	178	37	table	table	NOUN
easat-411	178	38	2	2	NUM
easat-411	178	39	.	.	PUNCT
easat-411	178	40	textural	textural	ADJ
easat-411	178	41	characteristics	characteristic	NOUN
easat-411	178	42	of	of	ADP
easat-411	178	43	gummy	gummy	ADJ
easat-411	178	44	jelly	jelly	NOUN
easat-411	178	45	at	at	ADP
easat-411	178	46	different	different	ADJ
easat-411	178	47	temperatures	temperature	NOUN
easat-411	178	48	.	.	PUNCT
easat-411	179	1	temperature	temperature	NOUN
easat-411	179	2	(	(	PUNCT
easat-411	179	3	ºc	ºc	NOUN
easat-411	179	4	)	)	PUNCT
easat-411	179	5	hardness	hardness	NOUN
easat-411	179	6	(	(	PUNCT
easat-411	179	7	g	g	NOUN
easat-411	179	8	)	)	PUNCT
easat-411	179	9	cohesivenessns	cohesivenessns	NOUN
easat-411	179	10	springinessns	springinessns	PROPN
easat-411	179	11	gumminess	gumminess	PROPN
easat-411	179	12	(	(	PUNCT
easat-411	179	13	g	g	NOUN
easat-411	179	14	)	)	PUNCT
easat-411	179	15	chewiness	chewiness	NOUN
easat-411	179	16	(	(	PUNCT
easat-411	179	17	g	g	NOUN
easat-411	179	18	)	)	PUNCT
easat-411	179	19	80	80	NUM
easat-411	179	20	845.00±32.98c	845.00±32.98c	PROPN
easat-411	179	21	0.91±0.02	0.91±0.02	NOUN
easat-411	179	22	0.93±0.02	0.93±0.02	NOUN
easat-411	180	1	780.00±25.86c	780.00±25.86c	NUM
easat-411	180	2	721.75±32.82b	721.75±32.82b	NUM
easat-411	180	3	100	100	NUM
easat-411	180	4	1225.25±92.80a	1225.25±92.80a	NUM
easat-411	180	5	0.91±0.00	0.91±0.00	PROPN
easat-411	180	6	0.94±0.02	0.94±0.02	NOUN
easat-411	180	7	1145.25±85.60a	1145.25±85.60a	NUM
easat-411	180	8	1071.50±100.69a	1071.50±100.69a	NUM
easat-411	180	9	120	120	NUM
easat-411	180	10	1027.75±79.83b	1027.75±79.83b	NUM
easat-411	180	11	0.88±0.02	0.88±0.02	ADJ
easat-411	180	12	0.91±0.02	0.91±0.02	NOUN
easat-411	180	13	916.25±56.63b	916.25±56.63b	PROPN
easat-411	180	14	834.00±52.96b	834.00±52.96b	PROPN
easat-411	180	15	note	note	NOUN
easat-411	180	16	:	:	PUNCT
easat-411	180	17	means	mean	VERB
easat-411	180	18	±	±	PROPN
easat-411	180	19	s.	s.	PROPN
easat-411	180	20	d.	d.	PROPN
easat-411	180	21	with	with	ADP
easat-411	180	22	different	different	ADJ
easat-411	180	23	superscript	superscript	ADJ
easat-411	180	24	letters	letter	NOUN
easat-411	180	25	in	in	ADP
easat-411	180	26	the	the	DET
easat-411	180	27	same	same	ADJ
easat-411	180	28	column	column	NOUN
easat-411	180	29	(	(	PUNCT
easat-411	180	30	a	a	DET
easat-411	180	31	-	-	PUNCT
easat-411	180	32	c	c	NOUN
easat-411	180	33	)	)	PUNCT
easat-411	180	34	indicate	indicate	VERB
easat-411	180	35	significant	significant	ADJ
easat-411	180	36	differences	difference	NOUN
easat-411	180	37	(	(	PUNCT
easat-411	180	38	p	p	X
easat-411	180	39	<	<	NOUN
easat-411	180	40	0.05	0.05	NUM
easat-411	180	41	)	)	PUNCT
easat-411	180	42	;	;	PUNCT
easat-411	180	43	the	the	DET
easat-411	180	44	superscript	superscript	PROPN
easat-411	180	45	“	"	PUNCT
easat-411	180	46	ns	ns	PROPN
easat-411	180	47	”	"	PUNCT
easat-411	180	48	indicates	indicate	VERB
easat-411	180	49	no	no	DET
easat-411	180	50	significant	significant	ADJ
easat-411	180	51	differences	difference	NOUN
easat-411	180	52	among	among	ADP
easat-411	180	53	the	the	DET
easat-411	180	54	means	mean	NOUN
easat-411	180	55	in	in	ADP
easat-411	180	56	the	the	DET
easat-411	180	57	same	same	ADJ
easat-411	180	58	column	column	NOUN
easat-411	180	59	.	.	PUNCT
easat-411	181	1	5	5	X
easat-411	181	2	.	.	X
easat-411	181	3	conclusion	conclusion	NOUN
easat-411	181	4	the	the	DET
easat-411	181	5	semi	semi	ADJ
easat-411	181	6	-	-	ADJ
easat-411	181	7	automatic	automatic	ADJ
easat-411	181	8	gummy	gummy	ADJ
easat-411	181	9	jelly	jelly	NOUN
easat-411	181	10	dropping	dropping	NOUN
easat-411	181	11	machine	machine	NOUN
easat-411	181	12	is	be	AUX
easat-411	181	13	constructed	construct	VERB
easat-411	181	14	from	from	ADP
easat-411	181	15	stainless	stainless	ADJ
easat-411	181	16	steel	steel	NOUN
easat-411	181	17	,	,	PUNCT
easat-411	181	18	with	with	ADP
easat-411	181	19	dimensions	dimension	NOUN
easat-411	181	20	of	of	ADP
easat-411	181	21	36.00	36.00	NUM
easat-411	181	22	centimeters	centimeter	NOUN
easat-411	181	23	in	in	ADP
easat-411	181	24	width	width	NOUN
easat-411	181	25	,	,	PUNCT
easat-411	181	26	56.00	56.00	NUM
easat-411	181	27	centimeters	centimeter	NOUN
easat-411	181	28	in	in	ADP
easat-411	181	29	height	height	NOUN
easat-411	181	30	,	,	PUNCT
easat-411	181	31	and	and	CCONJ
easat-411	181	32	47.00	47.00	NUM
easat-411	181	33	centimeters	centimeter	NOUN
easat-411	181	34	in	in	ADP
easat-411	181	35	length	length	NOUN
easat-411	181	36	.	.	PUNCT
easat-411	182	1	it	it	PRON
easat-411	182	2	employs	employ	VERB
easat-411	182	3	a	a	DET
easat-411	182	4	piston	piston	NOUN
easat-411	182	5	mechanism	mechanism	NOUN
easat-411	182	6	made	make	VERB
easat-411	182	7	of	of	ADP
easat-411	182	8	aluminum	aluminum	NOUN
easat-411	182	9	,	,	PUNCT
easat-411	182	10	featuring	feature	VERB
easat-411	182	11	a	a	DET
easat-411	182	12	34	34	NUM
easat-411	182	13	-	-	PUNCT
easat-411	182	14	millimeter	millimeter	NOUN
easat-411	182	15	diameter	diameter	NOUN
easat-411	182	16	and	and	CCONJ
easat-411	182	17	a	a	DET
easat-411	182	18	length	length	NOUN
easat-411	182	19	of	of	ADP
easat-411	182	20	142	142	NUM
easat-411	182	21	millimeters	millimeter	NOUN
easat-411	182	22	,	,	PUNCT
easat-411	182	23	used	use	VERB
easat-411	182	24	for	for	ADP
easat-411	182	25	opening	opening	NOUN
easat-411	182	26	and	and	CCONJ
easat-411	182	27	closing	close	VERB
easat-411	182	28	the	the	DET
easat-411	182	29	jelly	jelly	NOUN
easat-411	182	30	dropping	drop	VERB
easat-411	182	31	hole	hole	NOUN
easat-411	182	32	.	.	PUNCT
easat-411	183	1	the	the	DET
easat-411	183	2	piston	piston	NOUN
easat-411	183	3	incorporates	incorporate	VERB
easat-411	183	4	a	a	DET
easat-411	183	5	back	back	ADJ
easat-411	183	6	reservoir	reservoir	NOUN
easat-411	183	7	designed	design	VERB
easat-411	183	8	for	for	ADP
easat-411	183	9	liquid	liquid	ADJ
easat-411	183	10	gummy	gummy	ADJ
easat-411	183	11	jelly	jelly	NOUN
easat-411	183	12	,	,	PUNCT
easat-411	183	13	which	which	PRON
easat-411	183	14	is	be	AUX
easat-411	183	15	heated	heat	VERB
easat-411	183	16	by	by	ADP
easat-411	183	17	an	an	DET
easat-411	183	18	80	80	NUM
easat-411	183	19	-	-	PUNCT
easat-411	183	20	millimeter	millimeter	NOUN
easat-411	183	21	wide	wide	ADJ
easat-411	183	22	and	and	CCONJ
easat-411	183	23	400	400	NUM
easat-411	183	24	-	-	PUNCT
easat-411	183	25	millimeterlong	millimeterlong	NOUN
easat-411	183	26	heater	heater	NOUN
easat-411	183	27	powered	power	VERB
easat-411	183	28	by	by	ADP
easat-411	183	29	220	220	NUM
easat-411	183	30	volts	volt	NOUN
easat-411	183	31	of	of	ADP
easat-411	183	32	alternating	alternate	VERB
easat-411	183	33	current	current	NOUN
easat-411	183	34	at	at	ADP
easat-411	183	35	950	950	NUM
easat-411	183	36	watts	watt	NOUN
easat-411	183	37	.	.	PUNCT
easat-411	184	1	extensive	extensive	ADJ
easat-411	184	2	testing	testing	NOUN
easat-411	184	3	was	be	AUX
easat-411	184	4	conducted	conduct	VERB
easat-411	184	5	at	at	ADP
easat-411	184	6	three	three	NUM
easat-411	184	7	temperature	temperature	NOUN
easat-411	184	8	levels	level	NOUN
easat-411	184	9	:	:	PUNCT
easat-411	184	10	80	80	NUM
easat-411	184	11	,	,	PUNCT
easat-411	184	12	100	100	NUM
easat-411	184	13	,	,	PUNCT
easat-411	184	14	and	and	CCONJ
easat-411	184	15	120	120	NUM
easat-411	184	16	degrees	degree	NOUN
easat-411	184	17	celsius	celsius	NOUN
easat-411	184	18	.	.	PUNCT
easat-411	185	1	results	result	NOUN
easat-411	185	2	indicate	indicate	VERB
easat-411	185	3	that	that	SCONJ
easat-411	185	4	the	the	DET
easat-411	185	5	optimal	optimal	ADJ
easat-411	185	6	temperature	temperature	NOUN
easat-411	185	7	for	for	ADP
easat-411	185	8	the	the	DET
easat-411	185	9	semi	semi	ADJ
easat-411	185	10	-	-	ADJ
easat-411	185	11	automatic	automatic	ADJ
easat-411	185	12	gummy	gummy	ADJ
easat-411	185	13	jelly	jelly	NOUN
easat-411	185	14	dropping	dropping	NOUN
easat-411	185	15	machine	machine	NOUN
easat-411	185	16	is	be	AUX
easat-411	185	17	120	120	NUM
easat-411	185	18	degrees	degree	NOUN
easat-411	185	19	celsius	celsius	NOUN
easat-411	185	20	,	,	PUNCT
easat-411	185	21	achieving	achieve	VERB
easat-411	185	22	an	an	DET
easat-411	185	23	average	average	ADJ
easat-411	185	24	dispensing	dispensing	NOUN
easat-411	185	25	time	time	NOUN
easat-411	185	26	of	of	ADP
easat-411	185	27	99.35	99.35	NUM
easat-411	185	28	seconds	second	NOUN
easat-411	185	29	.	.	PUNCT
easat-411	186	1	the	the	DET
easat-411	186	2	machine	machine	NOUN
easat-411	186	3	's	's	PART
easat-411	186	4	production	production	NOUN
easat-411	186	5	capacity	capacity	NOUN
easat-411	186	6	is	be	AUX
easat-411	186	7	36.66	36.66	NUM
easat-411	186	8	kilograms	kilogram	NOUN
easat-411	186	9	per	per	ADP
easat-411	186	10	hour	hour	NOUN
easat-411	186	11	,	,	PUNCT
easat-411	186	12	with	with	ADP
easat-411	186	13	a	a	DET
easat-411	186	14	maximum	maximum	ADJ
easat-411	186	15	efficacy	efficacy	NOUN
easat-411	186	16	of	of	ADP
easat-411	186	17	73.75	73.75	NUM
easat-411	186	18	percent	percent	NOUN
easat-411	186	19	,	,	PUNCT
easat-411	186	20	resulting	result	VERB
easat-411	186	21	in	in	ADP
easat-411	186	22	a	a	DET
easat-411	186	23	gummy	gummy	ADJ
easat-411	186	24	jelly	jelly	NOUN
easat-411	186	25	product	product	NOUN
easat-411	186	26	with	with	ADP
easat-411	186	27	a	a	DET
easat-411	186	28	mois	mois	PROPN
easat-411	186	29	ture	ture	PROPN
easat-411	186	30	content	content	NOUN
easat-411	186	31	of	of	ADP
easat-411	186	32	12.07	12.07	NUM
easat-411	186	33	percent	percent	NOUN
easat-411	186	34	,	,	PUNCT
easat-411	186	35	a	a	DET
easat-411	186	36	lightness	lightness	NOUN
easat-411	186	37	(	(	PUNCT
easat-411	186	38	l	l	NOUN
easat-411	186	39	)	)	PUNCT
easat-411	186	40	of	of	ADP
easat-411	186	41	52.63±4.67.63	52.63±4.67.63	NUM
easat-411	186	42	,	,	PUNCT
easat-411	186	43	a	a	DET
easat-411	186	44	red	red	ADJ
easat-411	186	45	/	/	SYM
easat-411	186	46	green	green	NOUN
easat-411	186	47	(	(	PUNCT
easat-411	186	48	a	a	PRON
easat-411	186	49	*	*	NOUN
easat-411	186	50	)	)	PUNCT
easat-411	186	51	of	of	ADP
easat-411	186	52	0.27±0.11	0.27±0.11	PROPN
easat-411	186	53	,	,	PUNCT
easat-411	186	54	and	and	CCONJ
easat-411	186	55	a	a	DET
easat-411	186	56	yellow	yellow	ADJ
easat-411	186	57	/	/	SYM
easat-411	186	58	blue	blue	NOUN
easat-411	186	59	(	(	PUNCT
easat-411	186	60	b	b	NOUN
easat-411	186	61	*	*	NOUN
easat-411	186	62	)	)	PUNCT
easat-411	186	63	of	of	ADP
easat-411	186	64	4.08±3.13	4.08±3.13	NUM
easat-411	186	65	.	.	PUNCT
easat-411	187	1	furthermore	furthermore	ADV
easat-411	187	2	,	,	PUNCT
easat-411	187	3	the	the	DET
easat-411	187	4	hardness	hardness	NOUN
easat-411	187	5	measured	measure	VERB
easat-411	187	6	1027.75	1027.75	NUM
easat-411	187	7	grams	gram	NOUN
easat-411	187	8	,	,	PUNCT
easat-411	187	9	the	the	DET
easat-411	187	10	gumminess	gumminess	NOUN
easat-411	187	11	was	be	AUX
easat-411	187	12	916.25	916.25	NUM
easat-411	187	13	grams	gram	NOUN
easat-411	187	14	,	,	PUNCT
easat-411	187	15	and	and	CCONJ
easat-411	187	16	the	the	DET
easat-411	187	17	water	water	NOUN
easat-411	187	18	activity	activity	NOUN
easat-411	187	19	(	(	PUNCT
easat-411	187	20	aw	aw	INTJ
easat-411	187	21	)	)	PUNCT
easat-411	187	22	was	be	AUX
easat-411	187	23	0.80	0.80	NUM
easat-411	187	24	.	.	PUNCT
easat-411	188	1	remarkably	remarkably	ADV
easat-411	188	2	,	,	PUNCT
easat-411	188	3	no	no	DET
easat-411	188	4	microbial	microbial	ADJ
easat-411	188	5	growth	growth	NOUN
easat-411	188	6	was	be	AUX
easat-411	188	7	detected	detect	VERB
easat-411	188	8	in	in	ADP
easat-411	188	9	the	the	DET
easat-411	188	10	final	final	ADJ
easat-411	188	11	product	product	NOUN
easat-411	188	12	.	.	PUNCT
easat-411	189	1	6	6	X
easat-411	189	2	.	.	X
easat-411	189	3	recommendation	recommendation	NOUN
easat-411	189	4	6.1	6.1	NUM
easat-411	189	5	.	.	PUNCT
easat-411	190	1	further	further	ADJ
easat-411	190	2	investigation	investigation	NOUN
easat-411	190	3	on	on	ADP
easat-411	190	4	temperature	temperature	NOUN
easat-411	190	5	control	control	NOUN
easat-411	190	6	mechanisms	mechanism	NOUN
easat-411	190	7	further	further	ADJ
easat-411	190	8	study	study	NOUN
easat-411	190	9	should	should	AUX
easat-411	190	10	focus	focus	VERB
easat-411	190	11	on	on	ADP
easat-411	190	12	enhancing	enhance	VERB
easat-411	190	13	temperature	temperature	NOUN
easat-411	190	14	regulation	regulation	NOUN
easat-411	190	15	mechanisms	mechanism	NOUN
easat-411	190	16	in	in	ADP
easat-411	190	17	the	the	DET
easat-411	190	18	semi	semi	ADJ
easat-411	190	19	-	-	ADJ
easat-411	190	20	automatic	automatic	ADJ
easat-411	190	21	gummy	gummy	ADJ
easat-411	190	22	jelly	jelly	NOUN
easat-411	190	23	dropping	drop	VERB
easat-411	190	24	machine	machine	NOUN
easat-411	190	25	.	.	PUNCT
easat-411	191	1	to	to	PART
easat-411	191	2	address	address	VERB
easat-411	191	3	the	the	DET
easat-411	191	4	problem	problem	NOUN
easat-411	191	5	of	of	ADP
easat-411	191	6	liquid	liquid	ADJ
easat-411	191	7	gummy	gummy	ADJ
easat-411	191	8	jelly	jelly	NOUN
easat-411	191	9	cooling	cool	VERB
easat-411	191	10	too	too	ADV
easat-411	191	11	quickly	quickly	ADV
easat-411	191	12	during	during	ADP
easat-411	191	13	dispensing	dispense	VERB
easat-411	191	14	,	,	PUNCT
easat-411	191	15	it	it	PRON
easat-411	191	16	would	would	AUX
easat-411	191	17	be	be	AUX
easat-411	191	18	beneficial	beneficial	ADJ
easat-411	191	19	to	to	PART
easat-411	191	20	investigate	investigate	VERB
easat-411	191	21	advanced	advanced	ADJ
easat-411	191	22	heating	heating	NOUN
easat-411	191	23	solutions	solution	NOUN
easat-411	191	24	,	,	PUNCT
easat-411	191	25	such	such	ADJ
easat-411	191	26	as	as	ADP
easat-411	191	27	precisioncontrolled	precisioncontrolle	VERB
easat-411	191	28	heating	heating	NOUN
easat-411	191	29	elements	element	NOUN
easat-411	191	30	or	or	CCONJ
easat-411	191	31	adaptive	adaptive	ADJ
easat-411	191	32	temperature	temperature	NOUN
easat-411	191	33	sensors	sensor	NOUN
easat-411	191	34	.	.	PUNCT
easat-411	192	1	6.2	6.2	NUM
easat-411	192	2	.	.	PUNCT
easat-411	192	3	optimization	optimization	NOUN
easat-411	192	4	of	of	ADP
easat-411	192	5	the	the	DET
easat-411	192	6	dispensing	dispense	VERB
easat-411	192	7	mechanism	mechanism	NOUN
easat-411	192	8	optimizing	optimize	VERB
easat-411	192	9	the	the	DET
easat-411	192	10	dispensing	dispense	VERB
easat-411	192	11	mechanism	mechanism	NOUN
easat-411	192	12	for	for	ADP
easat-411	192	13	different	different	ADJ
easat-411	192	14	gummy	gummy	ADJ
easat-411	192	15	jelly	jelly	NOUN
easat-411	192	16	formulations	formulation	NOUN
easat-411	192	17	and	and	CCONJ
easat-411	192	18	viscosity	viscosity	NOUN
easat-411	192	19	levels	level	NOUN
easat-411	192	20	warrants	warrant	VERB
easat-411	192	21	attention	attention	NOUN
easat-411	192	22	.	.	PUNCT
easat-411	193	1	exploring	explore	VERB
easat-411	193	2	adjustable	adjustable	ADJ
easat-411	193	3	piston	piston	NOUN
easat-411	193	4	mechanisms	mechanism	NOUN
easat-411	193	5	or	or	CCONJ
easat-411	193	6	nozzle	nozzle	NOUN
easat-411	193	7	designs	design	NOUN
easat-411	193	8	adaptable	adaptable	ADJ
easat-411	193	9	to	to	ADP
easat-411	193	10	various	various	ADJ
easat-411	193	11	gummy	gummy	ADJ
easat-411	193	12	jelly	jelly	NOUN
easat-411	193	13	consistencies	consistency	NOUN
easat-411	193	14	might	might	AUX
easat-411	193	15	enhance	enhance	VERB
easat-411	193	16	the	the	DET
easat-411	193	17	machine	machine	NOUN
easat-411	193	18	's	's	PART
easat-411	193	19	versatility	versatility	NOUN
easat-411	193	20	and	and	CCONJ
easat-411	193	21	efficiency	efficiency	NOUN
easat-411	193	22	.	.	PUNCT
easat-411	194	1	6.3	6.3	NUM
easat-411	194	2	.	.	PUNCT
easat-411	195	1	long	long	ADJ
easat-411	195	2	-	-	PUNCT
easat-411	195	3	term	term	NOUN
easat-411	195	4	stability	stability	NOUN
easat-411	195	5	and	and	CCONJ
easat-411	195	6	maintenance	maintenance	NOUN
easat-411	195	7	assessment	assessment	NOUN
easat-411	195	8	of	of	ADP
easat-411	195	9	the	the	DET
easat-411	195	10	semi	semi	ADJ
easat-411	195	11	-	-	ADJ
easat-411	195	12	automatic	automatic	ADJ
easat-411	195	13	gummy	gummy	ADJ
easat-411	195	14	jelly	jelly	NOUN
easat-411	195	15	dropping	drop	VERB
easat-411	195	16	machine	machine	NOUN
easat-411	195	17	's	's	PART
easat-411	195	18	long	long	ADJ
easat-411	195	19	-	-	PUNCT
easat-411	195	20	term	term	NOUN
easat-411	195	21	stability	stability	NOUN
easat-411	195	22	and	and	CCONJ
easat-411	195	23	maintenance	maintenance	NOUN
easat-411	195	24	requirements	requirement	NOUN
easat-411	195	25	is	be	AUX
easat-411	195	26	crucial	crucial	ADJ
easat-411	195	27	.	.	PUNCT
easat-411	196	1	conducting	conduct	VERB
easat-411	196	2	extended	extend	VERB
easat-411	196	3	operational	operational	ADJ
easat-411	196	4	tests	test	NOUN
easat-411	196	5	and	and	CCONJ
easat-411	196	6	durability	durability	NOUN
easat-411	196	7	studies	study	NOUN
easat-411	196	8	can	can	AUX
easat-411	196	9	provide	provide	VERB
easat-411	196	10	insights	insight	NOUN
easat-411	196	11	into	into	ADP
easat-411	196	12	its	its	PRON
easat-411	196	13	reliability	reliability	NOUN
easat-411	196	14	over	over	ADP
easat-411	196	15	extended	extended	ADJ
easat-411	196	16	use	use	NOUN
easat-411	196	17	,	,	PUNCT
easat-411	196	18	while	while	SCONJ
easat-411	196	19	implementing	implement	VERB
easat-411	196	20	user	user	NOUN
easat-411	196	21	-	-	PUNCT
easat-411	196	22	friendly	friendly	ADJ
easat-411	196	23	maintenance	maintenance	NOUN
easat-411	196	24	protocols	protocol	NOUN
easat-411	196	25	can	can	AUX
easat-411	196	26	ensure	ensure	VERB
easat-411	196	27	sustained	sustained	ADJ
easat-411	196	28	performance	performance	NOUN
easat-411	196	29	.	.	PUNCT
easat-411	197	1	6.4	6.4	NUM
easat-411	197	2	.	.	PUNCT
easat-411	197	3	integration	integration	NOUN
easat-411	197	4	of	of	ADP
easat-411	197	5	smart	smart	ADJ
easat-411	197	6	monitoring	monitoring	NOUN
easat-411	197	7	systems	system	NOUN
easat-411	197	8	considering	consider	VERB
easat-411	197	9	the	the	DET
easat-411	197	10	integration	integration	NOUN
easat-411	197	11	of	of	ADP
easat-411	197	12	smart	smart	ADJ
easat-411	197	13	monitoring	monitoring	NOUN
easat-411	197	14	systems	system	NOUN
easat-411	197	15	or	or	CCONJ
easat-411	197	16	sensors	sensor	NOUN
easat-411	197	17	to	to	PART
easat-411	197	18	oversee	oversee	VERB
easat-411	197	19	gummy	gummy	ADJ
easat-411	197	20	jelly	jelly	NOUN
easat-411	197	21	viscosity	viscosity	NOUN
easat-411	197	22	,	,	PUNCT
easat-411	197	23	temperature	temperature	NOUN
easat-411	197	24	,	,	PUNCT
easat-411	197	25	and	and	CCONJ
easat-411	197	26	dispensing	dispense	VERB
easat-411	197	27	consistency	consistency	NOUN
easat-411	197	28	in	in	ADP
easat-411	197	29	real	real	ADJ
easat-411	197	30	-	-	PUNCT
easat-411	197	31	time	time	NOUN
easat-411	197	32	could	could	AUX
easat-411	197	33	be	be	AUX
easat-411	197	34	beneficial	beneficial	ADJ
easat-411	197	35	.	.	PUNCT
easat-411	198	1	this	this	DET
easat-411	198	2	proactive	proactive	ADJ
easat-411	198	3	approach	approach	NOUN
easat-411	198	4	could	could	AUX
easat-411	198	5	enable	enable	VERB
easat-411	198	6	automatic	automatic	ADJ
easat-411	198	7	adjustments	adjustment	NOUN
easat-411	198	8	within	within	ADP
easat-411	198	9	the	the	DET
easat-411	198	10	machine	machine	NOUN
easat-411	198	11	,	,	PUNCT
easat-411	198	12	ensuring	ensure	VERB
easat-411	198	13	continuous	continuous	ADJ
easat-411	198	14	,	,	PUNCT
easat-411	198	15	uninterrupted	uninterrupted	ADJ
easat-411	198	16	dispensing	dispensing	NOUN
easat-411	198	17	.	.	PUNCT
easat-411	199	1	10	10	NUM
easat-411	199	2	edelweiss	edelweiss	PROPN
easat-411	199	3	applied	apply	VERB
easat-411	199	4	science	science	NOUN
easat-411	199	5	and	and	CCONJ
easat-411	199	6	technology	technology	NOUN
easat-411	199	7	issn	issn	PROPN
easat-411	199	8	:	:	PUNCT
easat-411	199	9	2576	2576	NUM
easat-411	199	10	-	-	SYM
easat-411	199	11	8484	8484	NUM
easat-411	199	12	vol	vol	NOUN
easat-411	199	13	.	.	PROPN
easat-411	199	14	8	8	NUM
easat-411	199	15	,	,	PUNCT
easat-411	199	16	no	no	INTJ
easat-411	199	17	.	.	NOUN
easat-411	200	1	1	1	NUM
easat-411	200	2	:	:	SYM
easat-411	200	3	1	1	NUM
easat-411	200	4	-	-	SYM
easat-411	200	5	12	12	NUM
easat-411	200	6	,	,	PUNCT
easat-411	200	7	2024	2024	NUM
easat-411	200	8	doi	doi	NOUN
easat-411	200	9	:	:	PUNCT
easat-411	200	10	10.55214/25768484.v8i1.411	10.55214/25768484.v8i1.411	NUM
easat-411	200	11	©	©	PROPN
easat-411	200	12	2024	2024	NUM
easat-411	200	13	by	by	ADP
easat-411	200	14	the	the	DET
easat-411	200	15	authors	author	NOUN
easat-411	200	16	;	;	PUNCT
easat-411	200	17	licensee	licensee	PROPN
easat-411	200	18	learning	learning	NOUN
easat-411	200	19	gate	gate	NOUN
easat-411	200	20	6.5	6.5	NUM
easat-411	200	21	.	.	PUNCT
easat-411	201	1	collaboration	collaboration	NOUN
easat-411	201	2	for	for	ADP
easat-411	201	3	industrial	industrial	ADJ
easat-411	201	4	implementation	implementation	NOUN
easat-411	201	5	collaboration	collaboration	NOUN
easat-411	201	6	with	with	ADP
easat-411	201	7	confectionery	confectionery	NOUN
easat-411	201	8	manufacturers	manufacturer	NOUN
easat-411	201	9	or	or	CCONJ
easat-411	201	10	food	food	NOUN
easat-411	201	11	production	production	NOUN
easat-411	201	12	industries	industry	NOUN
easat-411	201	13	would	would	AUX
easat-411	201	14	be	be	AUX
easat-411	201	15	advantageous	advantageous	ADJ
easat-411	201	16	for	for	ADP
easat-411	201	17	real	real	ADJ
easat-411	201	18	-	-	PUNCT
easat-411	201	19	world	world	NOUN
easat-411	201	20	validation	validation	NOUN
easat-411	201	21	and	and	CCONJ
easat-411	201	22	industrial	industrial	ADJ
easat-411	201	23	-	-	PUNCT
easat-411	201	24	scale	scale	NOUN
easat-411	201	25	implementation	implementation	NOUN
easat-411	201	26	.	.	PUNCT
easat-411	202	1	engaging	engage	VERB
easat-411	202	2	stakeholders	stakeholder	NOUN
easat-411	202	3	in	in	ADP
easat-411	202	4	the	the	DET
easat-411	202	5	field	field	NOUN
easat-411	202	6	can	can	AUX
easat-411	202	7	facilitate	facilitate	VERB
easat-411	202	8	feedback	feedback	NOUN
easat-411	202	9	,	,	PUNCT
easat-411	202	10	allowing	allow	VERB
easat-411	202	11	for	for	ADP
easat-411	202	12	practical	practical	ADJ
easat-411	202	13	adjustments	adjustment	NOUN
easat-411	202	14	tailored	tailor	VERB
easat-411	202	15	to	to	ADP
easat-411	202	16	industrial	industrial	ADJ
easat-411	202	17	requirements	requirement	NOUN
easat-411	202	18	.	.	PUNCT
easat-411	203	1	funding	funding	NOUN
easat-411	203	2	:	:	PUNCT
easat-411	203	3	this	this	DET
easat-411	203	4	research	research	NOUN
easat-411	203	5	is	be	AUX
easat-411	203	6	supported	support	VERB
easat-411	203	7	by	by	ADP
easat-411	203	8	pibulsongkram	pibulsongkram	PROPN
easat-411	203	9	rajabhat	rajabhat	PROPN
easat-411	203	10	university	university	PROPN
easat-411	203	11	in	in	ADP
easat-411	203	12	phitsanulok	phitsanulok	PROPN
easat-411	203	13	,	,	PUNCT
easat-411	203	14	thailand	thailand	PROPN
easat-411	203	15	(	(	PUNCT
easat-411	203	16	grant	grant	PROPN
easat-411	203	17	number	number	NOUN
easat-411	203	18	:	:	PUNCT
easat-411	203	19	rdi-2	rdi-2	NOUN
easat-411	203	20	-	-	SYM
easat-411	203	21	63	63	NUM
easat-411	203	22	-	-	SYM
easat-411	203	23	38	38	NUM
easat-411	203	24	)	)	PUNCT
easat-411	203	25	.	.	PUNCT
easat-411	204	1	institutional	institutional	ADJ
easat-411	204	2	review	review	PROPN
easat-411	204	3	board	board	NOUN
easat-411	204	4	statement	statement	NOUN
easat-411	204	5	:	:	PUNCT
easat-411	204	6	not	not	PART
easat-411	204	7	applicable	applicable	ADJ
easat-411	204	8	.	.	PUNCT
easat-411	205	1	transparency	transparency	NOUN
easat-411	205	2	:	:	PUNCT
easat-411	205	3	the	the	DET
easat-411	205	4	authors	author	NOUN
easat-411	205	5	confirm	confirm	VERB
easat-411	205	6	that	that	SCONJ
easat-411	205	7	the	the	DET
easat-411	205	8	manuscript	manuscript	NOUN
easat-411	205	9	is	be	AUX
easat-411	205	10	an	an	DET
easat-411	205	11	honest	honest	ADJ
easat-411	205	12	,	,	PUNCT
easat-411	205	13	accurate	accurate	ADJ
easat-411	205	14	,	,	PUNCT
easat-411	205	15	and	and	CCONJ
easat-411	205	16	transparent	transparent	ADJ
easat-411	205	17	account	account	NOUN
easat-411	205	18	of	of	ADP
easat-411	205	19	the	the	DET
easat-411	205	20	study	study	NOUN
easat-411	205	21	;	;	PUNCT
easat-411	205	22	that	that	SCONJ
easat-411	205	23	no	no	DET
easat-411	205	24	vital	vital	ADJ
easat-411	205	25	features	feature	NOUN
easat-411	205	26	of	of	ADP
easat-411	205	27	the	the	DET
easat-411	205	28	study	study	NOUN
easat-411	205	29	have	have	AUX
easat-411	205	30	been	be	AUX
easat-411	205	31	omitted	omit	VERB
easat-411	205	32	;	;	PUNCT
easat-411	205	33	and	and	CCONJ
easat-411	205	34	that	that	SCONJ
easat-411	205	35	any	any	DET
easat-411	205	36	discrepancies	discrepancy	NOUN
easat-411	205	37	from	from	ADP
easat-411	205	38	the	the	DET
easat-411	205	39	study	study	NOUN
easat-411	205	40	as	as	SCONJ
easat-411	205	41	planned	plan	VERB
easat-411	205	42	have	have	AUX
easat-411	205	43	been	be	AUX
easat-411	205	44	explained	explain	VERB
easat-411	205	45	.	.	PUNCT
easat-411	206	1	this	this	DET
easat-411	206	2	study	study	NOUN
easat-411	206	3	followed	follow	VERB
easat-411	206	4	all	all	DET
easat-411	206	5	ethical	ethical	ADJ
easat-411	206	6	practices	practice	NOUN
easat-411	206	7	during	during	ADP
easat-411	206	8	writing	writing	NOUN
easat-411	206	9	.	.	PUNCT
easat-411	207	1	competing	compete	VERB
easat-411	207	2	interests	interest	NOUN
easat-411	207	3	:	:	PUNCT
easat-411	207	4	the	the	DET
easat-411	207	5	authors	author	NOUN
easat-411	207	6	declare	declare	VERB
easat-411	207	7	that	that	SCONJ
easat-411	207	8	they	they	PRON
easat-411	207	9	have	have	VERB
easat-411	207	10	no	no	DET
easat-411	207	11	competing	compete	VERB
easat-411	207	12	interests	interest	NOUN
easat-411	207	13	.	.	PUNCT
easat-411	208	1	authors	author	NOUN
easat-411	208	2	’	'	PUNCT
easat-411	208	3	contributions	contribution	NOUN
easat-411	208	4	:	:	PUNCT
easat-411	208	5	all	all	DET
easat-411	208	6	authors	author	NOUN
easat-411	208	7	contributed	contribute	VERB
easat-411	208	8	equally	equally	ADV
easat-411	208	9	to	to	ADP
easat-411	208	10	the	the	DET
easat-411	208	11	conception	conception	NOUN
easat-411	208	12	and	and	CCONJ
easat-411	208	13	design	design	NOUN
easat-411	208	14	of	of	ADP
easat-411	208	15	the	the	DET
easat-411	208	16	study	study	NOUN
easat-411	208	17	.	.	PUNCT
easat-411	209	1	all	all	DET
easat-411	209	2	authors	author	NOUN
easat-411	209	3	have	have	AUX
easat-411	209	4	read	read	VERB
easat-411	209	5	and	and	CCONJ
easat-411	209	6	agreed	agree	VERB
easat-411	209	7	to	to	ADP
easat-411	209	8	the	the	DET
easat-411	209	9	published	publish	VERB
easat-411	209	10	version	version	NOUN
easat-411	209	11	of	of	ADP
easat-411	209	12	the	the	DET
easat-411	209	13	manuscript	manuscript	NOUN
easat-411	209	14	.	.	PUNCT
easat-411	210	1	copyright	copyright	NOUN
easat-411	210	2	:	:	PUNCT
easat-411	210	3	©	©	PROPN
easat-411	210	4	2024	2024	NUM
easat-411	210	5	by	by	ADP
easat-411	210	6	the	the	DET
easat-411	210	7	authors	author	NOUN
easat-411	210	8	.	.	PUNCT
easat-411	211	1	this	this	DET
easat-411	211	2	article	article	NOUN
easat-411	211	3	is	be	AUX
easat-411	211	4	an	an	DET
easat-411	211	5	open	open	ADJ
easat-411	211	6	access	access	NOUN
easat-411	211	7	article	article	NOUN
easat-411	211	8	distributed	distribute	VERB
easat-411	211	9	under	under	ADP
easat-411	211	10	the	the	DET
easat-411	211	11	terms	term	NOUN
easat-411	211	12	and	and	CCONJ
easat-411	211	13	conditions	condition	NOUN
easat-411	211	14	of	of	ADP
easat-411	211	15	the	the	DET
easat-411	211	16	creative	creative	ADJ
easat-411	211	17	commons	common	NOUN
easat-411	211	18	attribution	attribution	NOUN
easat-411	211	19	(	(	PUNCT
easat-411	211	20	cc	cc	NOUN
easat-411	211	21	by	by	ADP
easat-411	211	22	)	)	PUNCT
easat-411	211	23	license	license	NOUN
easat-411	211	24	(	(	PUNCT
easat-411	211	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-411	211	26	)	)	PUNCT
easat-411	211	27	.	.	PUNCT
easat-411	212	1	references	reference	NOUN
easat-411	212	2	[	[	X
easat-411	212	3	1	1	X
easat-411	212	4	]	]	PUNCT
easat-411	212	5	e.	e.	PROPN
easat-411	212	6	teixeira	teixeira	PROPN
easat-411	212	7	-	-	PUNCT
easat-411	212	8	lemos	lemos	PROPN
easat-411	212	9	et	et	PROPN
easat-411	212	10	al	al	PROPN
easat-411	212	11	.	.	PROPN
easat-411	212	12	,	,	PUNCT
easat-411	212	13	"	"	PUNCT
easat-411	212	14	development	development	NOUN
easat-411	212	15	and	and	CCONJ
easat-411	212	16	characterization	characterization	NOUN
easat-411	212	17	of	of	ADP
easat-411	212	18	healthy	healthy	ADJ
easat-411	212	19	gummy	gummy	ADJ
easat-411	212	20	jellies	jelly	NOUN
easat-411	212	21	containing	contain	VERB
easat-411	212	22	natural	natural	ADJ
easat-411	212	23	fruits	fruit	NOUN
easat-411	212	24	,	,	PUNCT
easat-411	212	25	"	"	PUNCT
easat-411	212	26	open	open	ADJ
easat-411	212	27	agriculture	agriculture	NOUN
easat-411	212	28	,	,	PUNCT
easat-411	212	29	vol	vol	NOUN
easat-411	212	30	.	.	PROPN
easat-411	212	31	6	6	NUM
easat-411	212	32	,	,	PUNCT
easat-411	212	33	no	no	INTJ
easat-411	212	34	.	.	NOUN
easat-411	212	35	1	1	NUM
easat-411	212	36	,	,	PUNCT
easat-411	212	37	pp	pp	ADJ
easat-411	212	38	.	.	PUNCT
easat-411	213	1	466	466	NUM
easat-411	213	2	-	-	SYM
easat-411	213	3	478	478	NUM
easat-411	213	4	,	,	PUNCT
easat-411	213	5	2021	2021	NUM
easat-411	213	6	.	.	PUNCT
easat-411	214	1	https://doi.org/10.1515/opag-2021-0029	https://doi.org/10.1515/opag-2021-0029	NOUN
easat-411	215	1	[	[	X
easat-411	215	2	2	2	X
easat-411	215	3	]	]	PUNCT
easat-411	215	4	s.	s.	PROPN
easat-411	215	5	moloughney	moloughney	PROPN
easat-411	215	6	,	,	PUNCT
easat-411	215	7	"	"	PUNCT
easat-411	215	8	functional	functional	ADJ
easat-411	215	9	confectionery	confectionery	NOUN
easat-411	215	10	:	:	PUNCT
easat-411	215	11	finding	find	VERB
easat-411	215	12	the	the	DET
easat-411	215	13	sweet	sweet	ADJ
easat-411	215	14	spot	spot	NOUN
easat-411	215	15	,	,	PUNCT
easat-411	215	16	nutraceuticals	nutraceutical	NOUN
easat-411	215	17	world	world	NOUN
easat-411	215	18	,	,	PUNCT
easat-411	215	19	"	"	PUNCT
easat-411	215	20	retrieved	retrieve	VERB
easat-411	215	21	:	:	PUNCT
easat-411	215	22	https://www.nutraceuticalsworld.com/issues/2011-03/view_features/functional-confectionery-finding-the-sweetspot	https://www.nutraceuticalsworld.com/issues/2011-03/view_features/functional-confectionery-finding-the-sweetspot	NOUN
easat-411	215	23	.	.	PUNCT
easat-411	216	1	[	[	X
easat-411	216	2	accessed	access	VERB
easat-411	216	3	2011	2011	NUM
easat-411	216	4	.	.	PUNCT
easat-411	217	1	[	[	X
easat-411	217	2	3	3	X
easat-411	217	3	]	]	X
easat-411	217	4	c.	c.	PROPN
easat-411	217	5	cappa	cappa	PROPN
easat-411	217	6	,	,	PUNCT
easat-411	217	7	v.	v.	PROPN
easat-411	217	8	lavelli	lavelli	PROPN
easat-411	217	9	,	,	PUNCT
easat-411	217	10	and	and	CCONJ
easat-411	217	11	m.	m.	NOUN
easat-411	217	12	mariotti	mariotti	PROPN
easat-411	217	13	,	,	PUNCT
easat-411	217	14	"	"	PUNCT
easat-411	217	15	fruit	fruit	NOUN
easat-411	217	16	candies	candy	NOUN
easat-411	217	17	enriched	enrich	VERB
easat-411	217	18	with	with	ADP
easat-411	217	19	grape	grape	NOUN
easat-411	217	20	skin	skin	NOUN
easat-411	217	21	powders	powder	NOUN
easat-411	217	22	:	:	PUNCT
easat-411	217	23	physicochemical	physicochemical	ADJ
easat-411	217	24	properties	property	NOUN
easat-411	217	25	,	,	PUNCT
easat-411	217	26	"	"	PUNCT
easat-411	217	27	lwt	lwt	NOUN
easat-411	217	28	-	-	PUNCT
easat-411	217	29	food	food	NOUN
easat-411	217	30	science	science	NOUN
easat-411	217	31	and	and	CCONJ
easat-411	217	32	technology	technology	NOUN
easat-411	217	33	,	,	PUNCT
easat-411	217	34	vol	vol	NOUN
easat-411	217	35	.	.	PROPN
easat-411	217	36	62	62	NUM
easat-411	217	37	,	,	PUNCT
easat-411	217	38	no	no	INTJ
easat-411	217	39	.	.	NOUN
easat-411	217	40	1	1	NUM
easat-411	217	41	,	,	PUNCT
easat-411	217	42	pp	pp	ADJ
easat-411	217	43	.	.	PUNCT
easat-411	218	1	569	569	NUM
easat-411	218	2	-	-	SYM
easat-411	218	3	575	575	NUM
easat-411	218	4	,	,	PUNCT
easat-411	218	5	2015	2015	NUM
easat-411	218	6	.	.	PUNCT
easat-411	219	1	https://doi.org/10.1016/j.lwt.2014.07.039	https://doi.org/10.1016/j.lwt.2014.07.039	NOUN
easat-411	219	2	[	[	X
easat-411	219	3	4	4	NUM
easat-411	219	4	]	]	X
easat-411	219	5	c.	c.	PROPN
easat-411	219	6	mutlu	mutlu	PROPN
easat-411	219	7	,	,	PUNCT
easat-411	219	8	s.	s.	PROPN
easat-411	219	9	a.	a.	NOUN
easat-411	219	10	tontul	tontul	PROPN
easat-411	219	11	,	,	PUNCT
easat-411	219	12	and	and	CCONJ
easat-411	219	13	m.	m.	NOUN
easat-411	219	14	erbaş	erbaş	NOUN
easat-411	219	15	,	,	PUNCT
easat-411	219	16	"	"	PUNCT
easat-411	219	17	production	production	NOUN
easat-411	219	18	of	of	ADP
easat-411	219	19	a	a	DET
easat-411	219	20	minimally	minimally	ADV
easat-411	219	21	processed	process	VERB
easat-411	219	22	jelly	jelly	NOUN
easat-411	219	23	candy	candy	NOUN
easat-411	219	24	for	for	ADP
easat-411	219	25	children	child	NOUN
easat-411	219	26	using	use	VERB
easat-411	219	27	honey	honey	NOUN
easat-411	219	28	instead	instead	ADV
easat-411	219	29	of	of	ADP
easat-411	219	30	sugar	sugar	NOUN
easat-411	219	31	,	,	PUNCT
easat-411	219	32	"	"	PUNCT
easat-411	219	33	lwt	lwt	NOUN
easat-411	219	34	-	-	PUNCT
easat-411	219	35	food	food	NOUN
easat-411	219	36	science	science	NOUN
easat-411	219	37	and	and	CCONJ
easat-411	219	38	technology	technology	NOUN
easat-411	219	39	,	,	PUNCT
easat-411	219	40	vol	vol	NOUN
easat-411	219	41	.	.	PROPN
easat-411	219	42	93	93	NUM
easat-411	219	43	,	,	PUNCT
easat-411	219	44	pp	pp	ADJ
easat-411	219	45	.	.	PUNCT
easat-411	220	1	499	499	NUM
easat-411	220	2	-	-	SYM
easat-411	220	3	505	505	NUM
easat-411	220	4	,	,	PUNCT
easat-411	220	5	2018	2018	NUM
easat-411	220	6	.	.	PUNCT
easat-411	221	1	https://doi.org/10.1016/j.lwt.2018.03.064	https://doi.org/10.1016/j.lwt.2018.03.064	PROPN
easat-411	222	1	[	[	X
easat-411	222	2	5	5	NUM
easat-411	222	3	]	]	PUNCT
easat-411	222	4	g.	g.	PROPN
easat-411	222	5	h.	h.	PROPN
easat-411	222	6	douglas	douglas	PROPN
easat-411	222	7	and	and	CCONJ
easat-411	222	8	q.	q.	PROPN
easat-411	222	9	guo	guo	PROPN
easat-411	222	10	,	,	PUNCT
easat-411	222	11	the	the	DET
easat-411	222	12	role	role	NOUN
easat-411	222	13	of	of	ADP
easat-411	222	14	hydrocolloids	hydrocolloid	NOUN
easat-411	222	15	in	in	ADP
easat-411	222	16	the	the	DET
easat-411	222	17	development	development	NOUN
easat-411	222	18	of	of	ADP
easat-411	222	19	food	food	NOUN
easat-411	222	20	structure	structure	NOUN
easat-411	222	21	.	.	PUNCT
easat-411	223	1	in	in	ADP
easat-411	223	2	f.	f.	PROPN
easat-411	223	3	spyropoulos	spyropoulos	PROPN
easat-411	223	4	,	,	PUNCT
easat-411	223	5	a.	a.	NOUN
easat-411	223	6	lazidis	lazidis	PROPN
easat-411	223	7	,	,	PUNCT
easat-411	223	8	and	and	CCONJ
easat-411	223	9	i.	i.	PROPN
easat-411	223	10	norton	norton	PROPN
easat-411	223	11	,	,	PUNCT
easat-411	223	12	eds	eds	PROPN
easat-411	223	13	.	.	PUNCT
easat-411	223	14	handbook	handbook	NOUN
easat-411	223	15	of	of	ADP
easat-411	223	16	food	food	NOUN
easat-411	223	17	structure	structure	NOUN
easat-411	223	18	development	development	NOUN
easat-411	223	19	.	.	PUNCT
easat-411	224	1	canada	canada	PROPN
easat-411	224	2	:	:	PUNCT
easat-411	224	3	the	the	DET
easat-411	224	4	royal	royal	ADJ
easat-411	224	5	society	society	NOUN
easat-411	224	6	of	of	ADP
easat-411	224	7	chemistry	chemistry	NOUN
easat-411	224	8	,	,	PUNCT
easat-411	224	9	2019	2019	NUM
easat-411	224	10	.	.	PUNCT
easat-411	225	1	[	[	X
easat-411	225	2	6	6	NUM
easat-411	225	3	]	]	X
easat-411	225	4	n.	n.	NOUN
easat-411	225	5	worrasarn	worrasarn	PROPN
easat-411	225	6	,	,	PUNCT
easat-411	225	7	n.	n.	PROPN
easat-411	225	8	jaipakdee	jaipakdee	PROPN
easat-411	225	9	,	,	PUNCT
easat-411	225	10	and	and	CCONJ
easat-411	225	11	e.	e.	PROPN
easat-411	225	12	limpongsa	limpongsa	PROPN
easat-411	225	13	,	,	PUNCT
easat-411	225	14	"	"	PUNCT
easat-411	225	15	preparation	preparation	NOUN
easat-411	225	16	and	and	CCONJ
easat-411	225	17	evaluation	evaluation	NOUN
easat-411	225	18	of	of	ADP
easat-411	225	19	gummy	gummy	ADJ
easat-411	225	20	jelly	jelly	NOUN
easat-411	225	21	products	product	NOUN
easat-411	225	22	containing	contain	VERB
easat-411	225	23	glucomannan	glucomannan	NOUN
easat-411	225	24	,	,	PUNCT
easat-411	225	25	"	"	PUNCT
easat-411	225	26	presented	present	VERB
easat-411	225	27	at	at	ADP
easat-411	225	28	the	the	PRON
easat-411	225	29	in	in	ADP
easat-411	225	30	the	the	DET
easat-411	225	31	national	national	ADJ
easat-411	225	32	and	and	CCONJ
easat-411	225	33	international	international	ADJ
easat-411	225	34	graduate	graduate	NOUN
easat-411	225	35	research	research	NOUN
easat-411	225	36	conference	conference	PROPN
easat-411	225	37	2017	2017	NUM
easat-411	225	38	.	.	PUNCT
easat-411	226	1	khon	khon	PROPN
easat-411	226	2	kaen	kaen	PROPN
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easat-411	226	4	,	,	PUNCT
easat-411	226	5	2018	2018	NUM
easat-411	226	6	.	.	PUNCT
easat-411	227	1	[	[	X
easat-411	227	2	7	7	X
easat-411	227	3	]	]	PUNCT
easat-411	227	4	a.	a.	NOUN
easat-411	227	5	dholvitayakhun	dholvitayakhun	PROPN
easat-411	227	6	,	,	PUNCT
easat-411	227	7	s.	s.	PROPN
easat-411	227	8	chompoo	chompoo	PROPN
easat-411	227	9	,	,	PUNCT
easat-411	227	10	and	and	CCONJ
easat-411	227	11	j.	j.	PROPN
easat-411	227	12	piwleuang	piwleuang	PROPN
easat-411	227	13	,	,	PUNCT
easat-411	227	14	"	"	PUNCT
easat-411	227	15	development	development	NOUN
easat-411	227	16	of	of	ADP
easat-411	227	17	passion	passion	NOUN
easat-411	227	18	fruit	fruit	NOUN
easat-411	227	19	jelly	jelly	NOUN
easat-411	227	20	mixed	mix	VERB
easat-411	227	21	with	with	ADP
easat-411	227	22	gac	gac	PROPN
easat-411	227	23	fruit	fruit	NOUN
easat-411	227	24	,	,	PUNCT
easat-411	227	25	"	"	PUNCT
easat-411	227	26	rajabhat	rajabhat	PRON
easat-411	227	27	agriculture	agriculture	NOUN
easat-411	227	28	journal	journal	NOUN
easat-411	227	29	,	,	PUNCT
easat-411	227	30	vol	vol	NOUN
easat-411	227	31	.	.	PROPN
easat-411	228	1	16	16	NUM
easat-411	228	2	,	,	PUNCT
easat-411	228	3	no	no	INTJ
easat-411	228	4	.	.	NOUN
easat-411	228	5	1	1	NUM
easat-411	228	6	,	,	PUNCT
easat-411	228	7	pp	pp	ADJ
easat-411	228	8	.	.	PUNCT
easat-411	229	1	41	41	NUM
easat-411	229	2	-	-	SYM
easat-411	229	3	47	47	NUM
easat-411	229	4	,	,	PUNCT
easat-411	229	5	2017	2017	NUM
easat-411	229	6	.	.	PUNCT
easat-411	230	1	[	[	X
easat-411	230	2	8	8	X
easat-411	230	3	]	]	PUNCT
easat-411	230	4	t.	t.	NOUN
easat-411	230	5	suwan	suwan	PROPN
easat-411	230	6	,	,	PUNCT
easat-411	230	7	w.	w.	PROPN
easat-411	230	8	pradutprom	pradutprom	PROPN
easat-411	230	9	,	,	PUNCT
easat-411	230	10	w.	w.	PROPN
easat-411	230	11	ngamroop	ngamroop	PROPN
easat-411	230	12	,	,	PUNCT
easat-411	230	13	n.	n.	PROPN
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easat-411	230	15	,	,	PUNCT
easat-411	230	16	and	and	CCONJ
easat-411	230	17	c.	c.	PROPN
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easat-411	230	19	,	,	PUNCT
easat-411	230	20	"	"	PUNCT
easat-411	230	21	development	development	NOUN
easat-411	230	22	of	of	ADP
easat-411	230	23	babbler	babbler	NOUN
easat-411	230	24	’s	’s	PART
easat-411	230	25	bill	bill	PROPN
easat-411	230	26	leaf	leaf	NOUN
easat-411	230	27	gummy	gummy	ADJ
easat-411	230	28	jelly	jelly	NOUN
easat-411	230	29	,	,	PUNCT
easat-411	230	30	"	"	PUNCT
easat-411	230	31	burapha	burapha	PROPN
easat-411	230	32	science	science	PROPN
easat-411	230	33	journal	journal	PROPN
easat-411	230	34	,	,	PUNCT
easat-411	230	35	vol	vol	NOUN
easat-411	230	36	.	.	PROPN
easat-411	230	37	22	22	NUM
easat-411	230	38	,	,	PUNCT
easat-411	230	39	no	no	INTJ
easat-411	230	40	.	.	NOUN
easat-411	230	41	1	1	NUM
easat-411	230	42	,	,	PUNCT
easat-411	230	43	pp	pp	ADJ
easat-411	230	44	.	.	PUNCT
easat-411	230	45	189	189	NUM
easat-411	230	46	-	-	SYM
easat-411	230	47	201	201	NUM
easat-411	230	48	,	,	PUNCT
easat-411	230	49	2017	2017	NUM
easat-411	230	50	.	.	PUNCT
easat-411	231	1	[	[	X
easat-411	231	2	9	9	NUM
easat-411	231	3	]	]	PUNCT
easat-411	231	4	s.	s.	PROPN
easat-411	231	5	kangsanant	kangsanant	PROPN
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easat-411	231	7	s.	s.	PROPN
easat-411	231	8	rakkaew	rakkaew	PROPN
easat-411	231	9	,	,	PUNCT
easat-411	231	10	and	and	CCONJ
easat-411	231	11	s.	s.	PROPN
easat-411	231	12	kummara	kummara	PROPN
easat-411	231	13	,	,	PUNCT
easat-411	231	14	"	"	PUNCT
easat-411	231	15	the	the	DET
easat-411	231	16	study	study	NOUN
easat-411	231	17	of	of	ADP
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easat-411	231	22	in	in	ADP
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easat-411	231	24	gummy	gummy	ADJ
easat-411	231	25	from	from	ADP
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easat-411	231	28	sugar	sugar	NOUN
easat-411	231	29	,	,	PUNCT
easat-411	231	30	"	"	PUNCT
easat-411	231	31	rajamangala	rajamangala	PROPN
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easat-411	231	34	technology	technology	PROPN
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easat-411	231	36	research	research	PROPN
easat-411	231	37	journal	journal	PROPN
easat-411	231	38	,	,	PUNCT
easat-411	231	39	vol	vol	NOUN
easat-411	231	40	.	.	PROPN
easat-411	231	41	15	15	NUM
easat-411	231	42	,	,	PUNCT
easat-411	231	43	no	no	INTJ
easat-411	231	44	.	.	NOUN
easat-411	231	45	1	1	NUM
easat-411	231	46	,	,	PUNCT
easat-411	231	47	pp	pp	ADJ
easat-411	231	48	.	.	PUNCT
easat-411	232	1	236–247	236–247	NUM
easat-411	232	2	,	,	PUNCT
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easat-411	232	4	.	.	PUNCT
easat-411	233	1	[	[	X
easat-411	233	2	10	10	NUM
easat-411	233	3	]	]	X
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easat-411	233	7	k.	k.	PROPN
easat-411	233	8	k.	k.	PROPN
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easat-411	233	10	,	,	PUNCT
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easat-411	233	21	jelly	jelly	NOUN
easat-411	233	22	product	product	NOUN
easat-411	233	23	"	"	PUNCT
easat-411	233	24	,	,	PUNCT
easat-411	233	25	"	"	PUNCT
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easat-411	233	31	technology	technology	NOUN
easat-411	233	32	,	,	PUNCT
easat-411	233	33	vol	vol	NOUN
easat-411	233	34	.	.	PROPN
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easat-411	233	36	,	,	PUNCT
easat-411	233	37	no	no	INTJ
easat-411	233	38	.	.	NOUN
easat-411	233	39	2	2	NUM
easat-411	233	40	,	,	PUNCT
easat-411	233	41	pp	pp	ADJ
easat-411	233	42	.	.	PUNCT
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easat-411	233	44	-	-	SYM
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easat-411	233	46	,	,	PUNCT
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easat-411	233	48	.	.	PUNCT
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easat-411	235	2	11	11	NUM
easat-411	235	3	]	]	PUNCT
easat-411	235	4	k.	k.	PROPN
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easat-411	235	9	,	,	PUNCT
easat-411	235	10	j.	j.	PROPN
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easat-411	235	12	,	,	PUNCT
easat-411	235	13	p.	p.	PROPN
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easat-411	235	15	,	,	PUNCT
easat-411	235	16	p.	p.	PROPN
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easat-411	235	18	,	,	PUNCT
easat-411	235	19	and	and	CCONJ
easat-411	235	20	p.	p.	NOUN
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easat-411	235	22	,	,	PUNCT
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easat-411	235	29	glutinous	glutinous	PROPN
easat-411	235	30	rice	rice	PROPN
easat-411	235	31	gummy	gummy	PROPN
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easat-411	235	33	products	product	NOUN
easat-411	235	34	,	,	PUNCT
easat-411	235	35	"	"	PUNCT
easat-411	235	36	rajabhat	rajabhat	PRON
easat-411	235	37	agriculture	agriculture	NOUN
easat-411	235	38	journal	journal	NOUN
easat-411	235	39	,	,	PUNCT
easat-411	235	40	vol	vol	NOUN
easat-411	235	41	.	.	PROPN
easat-411	235	42	18	18	NUM
easat-411	235	43	,	,	PUNCT
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easat-411	235	45	.	.	NOUN
easat-411	235	46	1	1	NUM
easat-411	235	47	,	,	PUNCT
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easat-411	235	49	.	.	PUNCT
easat-411	236	1	38	38	NUM
easat-411	236	2	-	-	SYM
easat-411	236	3	46	46	NUM
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easat-411	237	4	https://www.nutraceuticalsworld.com/issues/2011-03/view_features/functional-confectionery-finding-the-sweet-spot	https://www.nutraceuticalsworld.com/issues/2011-03/view_features/functional-confectionery-finding-the-sweet-spot	X
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easat-411	237	7	https://doi.org/10.14456/tjst.2020.45	https://doi.org/10.14456/tjst.2020.45	PROPN
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easat-411	237	12	and	and	CCONJ
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easat-411	237	14	issn	issn	PROPN
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easat-411	237	17	-	-	SYM
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easat-411	237	19	vol	vol	NOUN
easat-411	237	20	.	.	PROPN
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easat-411	237	24	.	.	NOUN
easat-411	237	25	1	1	NUM
easat-411	237	26	:	:	SYM
easat-411	237	27	1	1	NUM
easat-411	237	28	-	-	SYM
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easat-411	237	31	2024	2024	NUM
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easat-411	237	33	:	:	PUNCT
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easat-411	238	2	12	12	NUM
easat-411	238	3	]	]	PUNCT
easat-411	238	4	t.	t.	NOUN
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easat-411	238	6	,	,	PUNCT
easat-411	238	7	p.	p.	NOUN
easat-411	238	8	narathapanon	narathapanon	NOUN
easat-411	238	9	,	,	PUNCT
easat-411	238	10	a.	a.	NOUN
easat-411	238	11	iamsuwan	iamsuwan	PROPN
easat-411	238	12	,	,	PUNCT
easat-411	238	13	w.	w.	PROPN
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easat-411	238	15	,	,	PUNCT
easat-411	238	16	and	and	CCONJ
easat-411	238	17	p.	p.	PROPN
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easat-411	238	26	leaf	leaf	NOUN
easat-411	238	27	carragenan	carragenan	NOUN
easat-411	238	28	jellies	jelly	NOUN
easat-411	238	29	,	,	PUNCT
easat-411	238	30	"	"	PUNCT
easat-411	238	31	the	the	DET
easat-411	238	32	journal	journal	NOUN
easat-411	238	33	of	of	ADP
easat-411	238	34	king	king	PROPN
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easat-411	238	37	university	university	PROPN
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easat-411	238	41	bangkok	bangkok	PROPN
easat-411	238	42	,	,	PUNCT
easat-411	238	43	vol	vol	NOUN
easat-411	238	44	.	.	PROPN
easat-411	238	45	28	28	NUM
easat-411	238	46	,	,	PUNCT
easat-411	238	47	no	no	INTJ
easat-411	238	48	.	.	NOUN
easat-411	238	49	2	2	NUM
easat-411	238	50	,	,	PUNCT
easat-411	238	51	pp	pp	ADJ
easat-411	238	52	.	.	PUNCT
easat-411	239	1	403	403	NUM
easat-411	239	2	-	-	SYM
easat-411	239	3	411	411	NUM
easat-411	239	4	,	,	PUNCT
easat-411	239	5	2018	2018	NUM
easat-411	239	6	.	.	PUNCT
easat-411	240	1	[	[	X
easat-411	240	2	13	13	NUM
easat-411	240	3	]	]	PUNCT
easat-411	240	4	t.	t.	PROPN
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easat-411	240	11	-	-	PUNCT
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easat-411	240	14	,	,	PUNCT
easat-411	240	15	"	"	PUNCT
easat-411	240	16	manufacturing	manufacturing	NOUN
easat-411	240	17	confectioner	confectioner	NOUN
easat-411	240	18	,	,	PUNCT
easat-411	240	19	vol	vol	NOUN
easat-411	240	20	.	.	PROPN
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easat-411	240	22	,	,	PUNCT
easat-411	240	23	no	no	INTJ
easat-411	240	24	.	.	NOUN
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easat-411	240	26	,	,	PUNCT
easat-411	240	27	pp	pp	ADJ
easat-411	240	28	.	.	PUNCT
easat-411	241	1	93	93	NUM
easat-411	241	2	-	-	SYM
easat-411	241	3	101	101	NUM
easat-411	241	4	,	,	PUNCT
easat-411	241	5	2000	2000	NUM
easat-411	241	6	.	.	PUNCT
easat-411	242	1	[	[	X
easat-411	242	2	14	14	NUM
easat-411	242	3	]	]	X
easat-411	242	4	s.	s.	PROPN
easat-411	242	5	keawsaard	keawsaard	PROPN
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easat-411	242	7	s.	s.	PROPN
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easat-411	242	9	,	,	PUNCT
easat-411	242	10	and	and	CCONJ
easat-411	242	11	a.	a.	NOUN
easat-411	242	12	dadookain	dadookain	NOUN
easat-411	242	13	,	,	PUNCT
easat-411	242	14	"	"	PUNCT
easat-411	242	15	development	development	NOUN
easat-411	242	16	of	of	ADP
easat-411	242	17	gummy	gummy	ADJ
easat-411	242	18	jelly	jelly	NOUN
easat-411	242	19	from	from	ADP
easat-411	242	20	mesua	mesua	PROPN
easat-411	242	21	ferrea	ferrea	PROPN
easat-411	242	22	linn	linn	PROPN
easat-411	242	23	.	.	PUNCT
easat-411	243	1	flower	flower	NOUN
easat-411	243	2	extract	extract	NOUN
easat-411	243	3	,	,	PUNCT
easat-411	243	4	"	"	PUNCT
easat-411	243	5	thai	thai	PROPN
easat-411	243	6	science	science	NOUN
easat-411	243	7	and	and	CCONJ
easat-411	243	8	technology	technology	NOUN
easat-411	243	9	journal	journal	NOUN
easat-411	243	10	,	,	PUNCT
easat-411	243	11	vol	vol	NOUN
easat-411	243	12	.	.	PROPN
easat-411	243	13	28	28	NUM
easat-411	243	14	,	,	PUNCT
easat-411	243	15	no	no	INTJ
easat-411	243	16	.	.	NOUN
easat-411	243	17	12	12	NUM
easat-411	243	18	,	,	PUNCT
easat-411	243	19	pp	pp	ADJ
easat-411	243	20	.	.	PUNCT
easat-411	244	1	2185	2185	NUM
easat-411	244	2	-	-	SYM
easat-411	244	3	2200	2200	NUM
easat-411	244	4	,	,	PUNCT
easat-411	244	5	2020	2020	NUM
easat-411	244	6	.	.	PUNCT
easat-411	245	1	https://doi.org/10.14456/tstj.2020.174	https://doi.org/10.14456/tstj.2020.174	PROPN
easat-411	245	2	[	[	X
easat-411	245	3	15	15	NUM
easat-411	245	4	]	]	X
easat-411	245	5	r.	r.	PROPN
easat-411	245	6	jiamjariyatam	jiamjariyatam	PROPN
easat-411	245	7	,	,	PUNCT
easat-411	245	8	"	"	PUNCT
easat-411	245	9	influence	influence	NOUN
easat-411	245	10	of	of	ADP
easat-411	245	11	gelatin	gelatin	NOUN
easat-411	245	12	and	and	CCONJ
easat-411	245	13	isomaltulose	isomaltulose	NOUN
easat-411	245	14	on	on	ADP
easat-411	245	15	gummy	gummy	ADJ
easat-411	245	16	jelly	jelly	NOUN
easat-411	245	17	properties	property	NOUN
easat-411	245	18	,	,	PUNCT
easat-411	245	19	"	"	PUNCT
easat-411	245	20	international	international	ADJ
easat-411	245	21	food	food	NOUN
easat-411	245	22	research	research	NOUN
easat-411	245	23	journal	journal	NOUN
easat-411	245	24	,	,	PUNCT
easat-411	245	25	vol	vol	NOUN
easat-411	245	26	.	.	PROPN
easat-411	245	27	25	25	NUM
easat-411	245	28	,	,	PUNCT
easat-411	245	29	no	no	INTJ
easat-411	245	30	.	.	NOUN
easat-411	245	31	2	2	NUM
easat-411	245	32	,	,	PUNCT
easat-411	245	33	pp	pp	ADJ
easat-411	245	34	.	.	PUNCT
easat-411	246	1	776	776	NUM
easat-411	246	2	-	-	SYM
easat-411	246	3	783	783	NUM
easat-411	246	4	,	,	PUNCT
easat-411	246	5	2018	2018	NUM
easat-411	246	6	.	.	PUNCT
easat-411	247	1	[	[	X
easat-411	247	2	16	16	NUM
easat-411	247	3	]	]	PUNCT
easat-411	247	4	t.	t.	PROPN
easat-411	247	5	sumrit	sumrit	PROPN
easat-411	247	6	,	,	PUNCT
easat-411	247	7	m.	m.	NOUN
easat-411	247	8	phaisanphisut	phaisanphisut	PROPN
easat-411	247	9	,	,	PUNCT
easat-411	247	10	w.	w.	PROPN
easat-411	247	11	supeena	supeena	PROPN
easat-411	247	12	,	,	PUNCT
easat-411	247	13	p.	p.	PROPN
easat-411	247	14	inrirai	inrirai	PROPN
easat-411	247	15	,	,	PUNCT
easat-411	247	16	and	and	CCONJ
easat-411	247	17	s.	s.	PROPN
easat-411	247	18	changchai	changchai	VERB
easat-411	247	19	,	,	PUNCT
easat-411	247	20	"	"	PUNCT
easat-411	247	21	design	design	NOUN
easat-411	247	22	and	and	CCONJ
easat-411	247	23	fabrication	fabrication	NOUN
easat-411	247	24	of	of	ADP
easat-411	247	25	a	a	DET
easat-411	247	26	gummy	gummy	ADJ
easat-411	247	27	jelly	jelly	NOUN
easat-411	247	28	drop	drop	NOUN
easat-411	247	29	prototype	prototype	NOUN
easat-411	247	30	machine	machine	NOUN
easat-411	247	31	,	,	PUNCT
easat-411	247	32	"	"	PUNCT
easat-411	247	33	industry	industry	NOUN
easat-411	247	34	technology	technology	NOUN
easat-411	247	35	lampang	lampang	VERB
easat-411	247	36	rajabhat	rajabhat	PROPN
easat-411	247	37	university	university	NOUN
easat-411	247	38	,	,	PUNCT
easat-411	247	39	vol	vol	NOUN
easat-411	247	40	.	.	PROPN
easat-411	248	1	12	12	NUM
easat-411	248	2	,	,	PUNCT
easat-411	248	3	no	no	INTJ
easat-411	248	4	.	.	NOUN
easat-411	248	5	2	2	NUM
easat-411	248	6	,	,	PUNCT
easat-411	248	7	pp	pp	ADJ
easat-411	248	8	.	.	PUNCT
easat-411	249	1	13	13	NUM
easat-411	249	2	-	-	SYM
easat-411	249	3	26	26	NUM
easat-411	249	4	,	,	PUNCT
easat-411	249	5	2019	2019	NUM
easat-411	249	6	.	.	PUNCT
easat-411	250	1	[	[	X
easat-411	250	2	17	17	NUM
easat-411	250	3	]	]	PUNCT
easat-411	250	4	j.	j.	PROPN
easat-411	250	5	s.	s.	PROPN
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easat-411	250	9	and	and	CCONJ
easat-411	250	10	automation	automation	NOUN
easat-411	250	11	for	for	ADP
easat-411	250	12	packaging	packaging	NOUN
easat-411	250	13	in	in	ADP
easat-411	250	14	the	the	DET
easat-411	250	15	confectionery	confectionery	NOUN
easat-411	250	16	industry	industry	NOUN
easat-411	250	17	"	"	PUNCT
easat-411	250	18	.	.	PUNCT
easat-411	251	1	robotics	robotic	NOUN
easat-411	251	2	and	and	CCONJ
easat-411	251	3	automation	automation	NOUN
easat-411	251	4	in	in	ADP
easat-411	251	5	the	the	DET
easat-411	251	6	food	food	NOUN
easat-411	251	7	industr	industr	PROPN
easat-411	251	8	y	y	PROPN
easat-411	251	9	.	.	PUNCT
easat-411	252	1	woodhead	woodhead	PROPN
easat-411	252	2	publishing	publishing	NOUN
easat-411	252	3	,	,	PUNCT
easat-411	252	4	https://doi.org/10.1533/9780857095763.2.401	https://doi.org/10.1533/9780857095763.2.401	PROPN
easat-411	252	5	,	,	PUNCT
easat-411	252	6	2013	2013	NUM
easat-411	252	7	.	.	PUNCT
easat-411	253	1	[	[	X
easat-411	253	2	18	18	NUM
easat-411	253	3	]	]	PUNCT
easat-411	253	4	m.	m.	NOUN
easat-411	253	5	addanki	addanki	NOUN
easat-411	253	6	,	,	PUNCT
easat-411	253	7	p.	p.	PROPN
easat-411	253	8	patra	patra	PROPN
easat-411	253	9	,	,	PUNCT
easat-411	253	10	and	and	CCONJ
easat-411	253	11	p.	p.	NOUN
easat-411	253	12	kandra	kandra	PROPN
easat-411	253	13	,	,	PUNCT
easat-411	253	14	"	"	PUNCT
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easat-411	253	17	and	and	CCONJ
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easat-411	253	21	intelligence	intelligence	NOUN
easat-411	253	22	and	and	CCONJ
easat-411	253	23	related	related	ADJ
easat-411	253	24	technologies	technology	NOUN
easat-411	253	25	in	in	ADP
easat-411	253	26	the	the	DET
easat-411	253	27	food	food	NOUN
easat-411	253	28	industry	industry	NOUN
easat-411	253	29	,	,	PUNCT
easat-411	253	30	"	"	PUNCT
easat-411	253	31	applied	apply	VERB
easat-411	253	32	food	food	NOUN
easat-411	253	33	research	research	NOUN
easat-411	253	34	,	,	PUNCT
easat-411	253	35	vol	vol	NOUN
easat-411	253	36	.	.	PROPN
easat-411	253	37	2	2	NUM
easat-411	253	38	,	,	PUNCT
easat-411	253	39	no	no	INTJ
easat-411	253	40	.	.	NOUN
easat-411	253	41	2	2	NUM
easat-411	253	42	,	,	PUNCT
easat-411	253	43	p.	p.	NOUN
easat-411	253	44	100126	100126	NUM
easat-411	253	45	,	,	PUNCT
easat-411	253	46	2022	2022	NUM
easat-411	253	47	.	.	PUNCT
easat-411	254	1	https://doi.org/10.1016/j.afres.2022.100126	https://doi.org/10.1016/j.afres.2022.100126	NOUN
easat-411	254	2	[	[	X
easat-411	254	3	19	19	NUM
easat-411	254	4	]	]	PUNCT
easat-411	254	5	k.	k.	PROPN
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easat-411	255	2	et	et	PROPN
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easat-411	255	4	.	.	PROPN
easat-411	255	5	,	,	PUNCT
easat-411	255	6	"	"	PUNCT
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easat-411	255	13	back	back	ADJ
easat-411	255	14	extrusion	extrusion	NOUN
easat-411	255	15	test	test	NOUN
easat-411	255	16	for	for	ADP
easat-411	255	17	measuring	measure	VERB
easat-411	255	18	textural	textural	ADJ
easat-411	255	19	qualities	quality	NOUN
easat-411	255	20	of	of	ADP
easat-411	255	21	cooked	cook	VERB
easat-411	255	22	germinated	germinate	VERB
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easat-411	255	25	in	in	ADP
easat-411	255	26	production	production	NOUN
easat-411	255	27	process	process	NOUN
easat-411	255	28	,	,	PUNCT
easat-411	255	29	"	"	PUNCT
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easat-411	255	31	,	,	PUNCT
easat-411	255	32	vol	vol	NOUN
easat-411	255	33	.	.	PROPN
easat-411	256	1	12	12	NUM
easat-411	256	2	,	,	PUNCT
easat-411	256	3	no	no	INTJ
easat-411	256	4	.	.	NOUN
easat-411	256	5	16	16	NUM
easat-411	256	6	,	,	PUNCT
easat-411	257	1	p.	p.	NOUN
easat-411	257	2	3090	3090	NUM
easat-411	257	3	,	,	PUNCT
easat-411	257	4	2023	2023	NUM
easat-411	257	5	.	.	PUNCT
easat-411	258	1	https://doi.org/10.3390/foods12163090	https://doi.org/10.3390/foods12163090	NOUN
easat-411	259	1	[	[	X
easat-411	259	2	20	20	NUM
easat-411	259	3	]	]	PUNCT
easat-411	259	4	j.	j.	PROPN
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easat-411	259	7	j.	j.	PROPN
easat-411	259	8	s.	s.	PROPN
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easat-411	259	11	and	and	CCONJ
easat-411	259	12	p.	p.	NOUN
easat-411	259	13	sirisomboon	sirisomboon	NOUN
easat-411	259	14	,	,	PUNCT
easat-411	259	15	"	"	PUNCT
easat-411	259	16	the	the	DET
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easat-411	259	25	its	its	PRON
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easat-411	259	27	and	and	CCONJ
easat-411	259	28	texture	texture	ADJ
easat-411	259	29	properties	property	NOUN
easat-411	259	30	,	,	PUNCT
easat-411	259	31	"	"	PUNCT
easat-411	259	32	journal	journal	NOUN
easat-411	259	33	of	of	ADP
easat-411	259	34	texture	texture	ADJ
easat-411	259	35	studies	study	NOUN
easat-411	259	36	,	,	PUNCT
easat-411	259	37	vol	vol	NOUN
easat-411	259	38	.	.	PROPN
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easat-411	259	40	,	,	PUNCT
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easat-411	259	42	.	.	NOUN
easat-411	259	43	2	2	NUM
easat-411	259	44	,	,	PUNCT
easat-411	259	45	pp	pp	ADJ
easat-411	259	46	.	.	PUNCT
easat-411	260	1	219	219	NUM
easat-411	260	2	-	-	SYM
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easat-411	260	4	,	,	PUNCT
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easat-411	261	2	21	21	NUM
easat-411	261	3	]	]	X
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easat-411	261	13	slicing	slicing	NOUN
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easat-411	261	15	,	,	PUNCT
easat-411	261	16	"	"	PUNCT
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easat-411	261	18	journal	journal	PROPN
easat-411	261	19	of	of	ADP
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easat-411	261	21	and	and	CCONJ
easat-411	261	22	technology	technology	NOUN
easat-411	261	23	,	,	PUNCT
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easat-411	261	25	.	.	PROPN
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easat-411	261	27	,	,	PUNCT
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easat-411	261	30	1	1	NUM
easat-411	261	31	,	,	PUNCT
easat-411	261	32	pp	pp	ADJ
easat-411	261	33	.	.	PUNCT
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easat-411	261	35	-	-	SYM
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easat-411	261	37	,	,	PUNCT
easat-411	261	38	2023	2023	NUM
easat-411	261	39	.	.	PUNCT
easat-411	262	1	https://doi.org/10.52339/tjet.v42i1.898	https://doi.org/10.52339/tjet.v42i1.898	PROPN
easat-411	262	2	[	[	X
easat-411	262	3	22	22	NUM
easat-411	262	4	]	]	PUNCT
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easat-411	262	19	i.	i.	PROPN
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easat-411	262	22	"	"	PUNCT
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easat-411	262	33	food	food	NOUN
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easat-411	262	43	,	,	PUNCT
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easat-411	262	45	.	.	PROPN
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easat-411	263	2	-	-	SYM
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easat-411	263	4	,	,	PUNCT
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easat-411	263	6	.	.	PUNCT
easat-411	264	1	https://doi.org/10.46792/fuoyejet.v8i3.1075	https://doi.org/10.46792/fuoyejet.v8i3.1075	PROPN
easat-411	265	1	[	[	X
easat-411	265	2	23	23	NUM
easat-411	265	3	]	]	PUNCT
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easat-411	265	5	a.	a.	PROPN
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easat-411	265	7	,	,	PUNCT
easat-411	265	8	m.	m.	NOUN
easat-411	265	9	z.	z.	PROPN
easat-411	265	10	m.	m.	PROPN
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easat-411	265	13	m.	m.	NOUN
easat-411	265	14	trifiananto	trifiananto	NOUN
easat-411	265	15	,	,	PUNCT
easat-411	265	16	and	and	CCONJ
easat-411	265	17	i.	i.	PROPN
easat-411	265	18	hardiatama	hardiatama	PROPN
easat-411	265	19	,	,	PUNCT
easat-411	265	20	"	"	PUNCT
easat-411	265	21	design	design	NOUN
easat-411	265	22	and	and	CCONJ
easat-411	265	23	performance	performance	NOUN
easat-411	265	24	test	test	NOUN
easat-411	265	25	of	of	ADP
easat-411	265	26	multi	multi	ADJ
easat-411	265	27	intake	intake	NOUN
easat-411	265	28	foods	food	NOUN
easat-411	265	29	product	product	NOUN
easat-411	265	30	cutting	cut	VERB
easat-411	265	31	machine	machine	NOUN
easat-411	265	32	,	,	PUNCT
easat-411	265	33	"	"	PUNCT
easat-411	265	34	e3s	e3s	PROPN
easat-411	265	35	web	web	NOUN
easat-411	265	36	of	of	ADP
easat-411	265	37	conferences	conference	NOUN
easat-411	265	38	,	,	PUNCT
easat-411	265	39	432	432	NUM
easat-411	265	40	,	,	PUNCT
easat-411	265	41	00020	00020	NUM
easat-411	265	42	.	.	PUNCT
easat-411	266	1	https://doi.org/10.1051/e3sconf/202343200020	https://doi.org/10.1051/e3sconf/202343200020	PROPN
easat-411	266	2	,	,	PUNCT
easat-411	266	3	2023	2023	NUM
easat-411	266	4	.	.	PUNCT
easat-411	267	1	[	[	X
easat-411	267	2	24	24	NUM
easat-411	267	3	]	]	PUNCT
easat-411	267	4	a.	a.	PROPN
easat-411	267	5	s.	s.	PROPN
easat-411	267	6	f.	f.	PROPN
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easat-411	267	10	.	.	PROPN
easat-411	267	11	,	,	PUNCT
easat-411	267	12	"	"	PUNCT
easat-411	267	13	design	design	NOUN
easat-411	267	14	of	of	ADP
easat-411	267	15	intelligent	intelligent	ADJ
easat-411	267	16	mixer	mixer	NOUN
easat-411	267	17	machine	machine	NOUN
easat-411	267	18	for	for	ADP
easat-411	267	19	food	food	NOUN
easat-411	267	20	applications	application	NOUN
easat-411	267	21	,	,	PUNCT
easat-411	267	22	"	"	PUNCT
easat-411	267	23	lecture	lecture	NOUN
easat-411	267	24	notes	note	NOUN
easat-411	267	25	in	in	ADP
easat-411	267	26	electrical	electrical	ADJ
easat-411	267	27	engineering	engineering	NOUN
easat-411	267	28	,	,	PUNCT
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easat-411	267	30	.	.	PROPN
easat-411	267	31	882	882	NUM
easat-411	267	32	,	,	PUNCT
easat-411	267	33	pp	pp	ADJ
easat-411	267	34	.	.	PUNCT
easat-411	268	1	213	213	NUM
easat-411	268	2	-	-	SYM
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easat-411	268	4	,	,	PUNCT
easat-411	268	5	2023	2023	NUM
easat-411	268	6	.	.	PUNCT
easat-411	269	1	https://doi.org/10.1007/978-981-19-1577-2_16	https://doi.org/10.1007/978-981-19-1577-2_16	NUM
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easat-411	270	2	25	25	NUM
easat-411	270	3	]	]	X
easat-411	270	4	s.	s.	PROPN
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easat-411	270	6	,	,	PUNCT
easat-411	270	7	g.	g.	PROPN
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easat-411	270	9	,	,	PUNCT
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easat-411	270	11	a.	a.	NOUN
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easat-411	270	13	,	,	PUNCT
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easat-411	270	15	design	design	NOUN
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easat-411	270	17	development	development	NOUN
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easat-411	270	22	slicer	slicer	NOUN
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easat-411	270	24	small	small	ADJ
easat-411	270	25	scale	scale	NOUN
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easat-411	270	27	processing	processing	NOUN
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easat-411	270	29	,	,	PUNCT
easat-411	270	30	"	"	PUNCT
easat-411	270	31	research	research	NOUN
easat-411	270	32	in	in	ADP
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easat-411	270	34	engineering	engineering	NOUN
easat-411	270	35	,	,	PUNCT
easat-411	270	36	vol	vol	NOUN
easat-411	270	37	.	.	PROPN
easat-411	270	38	57	57	NUM
easat-411	270	39	,	,	PUNCT
easat-411	270	40	no	no	INTJ
easat-411	270	41	.	.	NOUN
easat-411	270	42	4	4	NUM
easat-411	270	43	,	,	PUNCT
easat-411	270	44	pp	pp	ADJ
easat-411	270	45	.	.	PUNCT
easat-411	271	1	144	144	NUM
easat-411	271	2	-	-	SYM
easat-411	271	3	152	152	NUM
easat-411	271	4	,	,	PUNCT
easat-411	271	5	2011	2011	NUM
easat-411	271	6	.	.	PUNCT
easat-411	272	1	https://doi.org/10.17221/35/2010-rae	https://doi.org/10.17221/35/2010-rae	NOUN
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easat-411	273	2	26	26	NUM
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easat-411	273	4	s.	s.	PROPN
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easat-411	273	7	s.	s.	PROPN
easat-411	273	8	k.	k.	PROPN
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easat-411	273	10	,	,	PUNCT
easat-411	273	11	and	and	CCONJ
easat-411	273	12	n.	n.	PROPN
easat-411	273	13	s.	s.	PROPN
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easat-411	273	22	shredder	shredder	NOUN
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easat-411	273	25	,	,	PUNCT
easat-411	273	26	"	"	PUNCT
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easat-411	273	33	,	,	PUNCT
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easat-411	273	37	,	,	PUNCT
easat-411	273	38	pp	pp	ADJ
easat-411	273	39	.	.	PUNCT
easat-411	274	1	230	230	NUM
easat-411	274	2	-	-	SYM
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easat-411	274	4	,	,	PUNCT
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easat-411	274	6	.	.	PUNCT
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easat-411	275	4	]	]	PUNCT
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easat-411	275	37	science	science	NOUN
easat-411	275	38	and	and	CCONJ
easat-411	275	39	technology	technology	NOUN
easat-411	275	40	,	,	PUNCT
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easat-411	275	42	.	.	PROPN
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easat-411	275	44	,	,	PUNCT
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easat-411	275	48	,	,	PUNCT
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easat-411	275	50	.	.	PUNCT
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easat-411	276	2	-	-	SYM
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easat-411	276	4	,	,	PUNCT
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easat-411	277	3	28	28	NUM
easat-411	277	4	]	]	PUNCT
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easat-411	277	8	s.	s.	PROPN
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easat-411	277	10	,	,	PUNCT
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easat-411	277	12	r.	r.	PROPN
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easat-411	277	22	sizing	size	VERB
easat-411	277	23	machine	machine	NOUN
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easat-411	277	25	"	"	PUNCT
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easat-411	277	37	,	,	PUNCT
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easat-411	277	39	.	.	NOUN
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easat-411	277	41	,	,	PUNCT
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easat-411	277	43	.	.	PUNCT
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easat-411	278	2	-	-	SYM
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easat-411	279	2	29	29	NUM
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easat-411	279	18	and	and	CCONJ
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easat-411	279	26	process	process	NOUN
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easat-411	279	32	,	,	PUNCT
easat-411	279	33	"	"	PUNCT
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easat-411	279	43	.	.	PUNCT
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easat-411	280	2	30	30	NUM
easat-411	280	3	]	]	X
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easat-411	280	19	of	of	ADP
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easat-411	280	21	starch	starch	NOUN
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easat-411	280	28	,	,	PUNCT
easat-411	280	29	"	"	PUNCT
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easat-411	280	31	at	at	ADP
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easat-411	280	43	.	.	PUNCT
easat-411	281	1	[	[	X
easat-411	281	2	31	31	NUM
easat-411	281	3	]	]	PUNCT
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easat-411	281	12	.	.	PUNCT
easat-411	282	1	in	in	ADP
easat-411	282	2	:	:	PUNCT
easat-411	282	3	h.	h.	PROPN
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easat-411	282	5	,	,	PUNCT
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easat-411	282	8	,	,	PUNCT
easat-411	282	9	and	and	CCONJ
easat-411	282	10	d.	d.	PROPN
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easat-411	282	12	,	,	PUNCT
easat-411	282	13	(	(	PUNCT
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easat-411	282	16	sago	sago	PROPN
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easat-411	282	18	.	.	PUNCT
easat-411	283	1	singapore	singapore	PROPN
easat-411	283	2	:	:	PUNCT
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easat-411	283	4	,	,	PUNCT
easat-411	283	5	2018	2018	NUM
easat-411	283	6	.	.	PUNCT
easat-411	284	1	[	[	X
easat-411	284	2	32	32	NUM
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easat-411	284	4	k.	k.	PROPN
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easat-411	284	40	.	.	NOUN
easat-411	284	41	1	1	NUM
easat-411	284	42	,	,	PUNCT
easat-411	284	43	pp	pp	ADJ
easat-411	284	44	.	.	PUNCT
easat-411	285	1	109	109	NUM
easat-411	285	2	-	-	SYM
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easat-411	285	4	,	,	PUNCT
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easat-411	286	6	and	and	CCONJ
easat-411	286	7	s.	s.	PROPN
easat-411	286	8	swagkla	swagkla	PROPN
easat-411	286	9	,	,	PUNCT
easat-411	286	10	design	design	NOUN
easat-411	286	11	and	and	CCONJ
easat-411	286	12	construction	construction	NOUN
easat-411	286	13	of	of	ADP
easat-411	286	14	seafood	seafood	NOUN
easat-411	286	15	kanomkrog	kanomkrog	NOUN
easat-411	286	16	maker	maker	NOUN
easat-411	286	17	controlled	control	VERB
easat-411	286	18	by	by	ADP
easat-411	286	19	microcontroller	microcontroller	NOUN
easat-411	286	20	.	.	PUNCT
easat-411	287	1	in	in	ADP
easat-411	287	2	9th	9th	ADJ
easat-411	287	3	ecti	ecti	NOUN
easat-411	287	4	-	-	PUNCT
easat-411	287	5	card	card	NOUN
easat-411	287	6	2017	2017	NUM
easat-411	287	7	bangkok	bangkok	PROPN
easat-411	287	8	:	:	PUNCT
easat-411	287	9	electrical	electrical	ADJ
easat-411	287	10	engineering	engineering	NOUN
easat-411	287	11	/	/	SYM
easat-411	287	12	electronics	electronic	NOUN
easat-411	287	13	,	,	PUNCT
easat-411	287	14	computer	computer	NOUN
easat-411	287	15	,	,	PUNCT
easat-411	287	16	telecommunications	telecommunication	NOUN
easat-411	287	17	and	and	CCONJ
easat-411	287	18	information	information	NOUN
easat-411	287	19	technology	technology	PROPN
easat-411	287	20	association	association	PROPN
easat-411	287	21	of	of	ADP
easat-411	287	22	thailand	thailand	PROPN
easat-411	287	23	,	,	PUNCT
easat-411	287	24	2018	2018	NUM
easat-411	287	25	.	.	PUNCT
easat-411	288	1	[	[	X
easat-411	288	2	34	34	NUM
easat-411	288	3	]	]	X
easat-411	288	4	s.	s.	PROPN
easat-411	288	5	saetta	saetta	PROPN
easat-411	288	6	and	and	CCONJ
easat-411	288	7	v.	v.	ADP
easat-411	288	8	caldarelli	caldarelli	NOUN
easat-411	288	9	,	,	PUNCT
easat-411	288	10	"	"	PUNCT
easat-411	288	11	the	the	DET
easat-411	288	12	machinery	machinery	NOUN
easat-411	288	13	performance	performance	NOUN
easat-411	288	14	analysis	analysis	NOUN
easat-411	288	15	with	with	ADP
easat-411	288	16	smart	smart	ADJ
easat-411	288	17	technologies	technology	NOUN
easat-411	288	18	:	:	PUNCT
easat-411	288	19	a	a	DET
easat-411	288	20	case	case	NOUN
easat-411	288	21	in	in	ADP
easat-411	288	22	the	the	DET
easat-411	288	23	food	food	NOUN
easat-411	288	24	industry	industry	NOUN
easat-411	288	25	,	,	PUNCT
easat-411	288	26	"	"	PUNCT
easat-411	288	27	ifac	ifac	NOUN
easat-411	288	28	-	-	PUNCT
easat-411	288	29	papersonline	papersonline	NOUN
easat-411	288	30	,	,	PUNCT
easat-411	288	31	vol	vol	NOUN
easat-411	288	32	.	.	PROPN
easat-411	289	1	51	51	NUM
easat-411	289	2	,	,	PUNCT
easat-411	289	3	no	no	INTJ
easat-411	289	4	.	.	NOUN
easat-411	289	5	11	11	NUM
easat-411	289	6	,	,	PUNCT
easat-411	289	7	pp	pp	ADJ
easat-411	289	8	.	.	PUNCT
easat-411	290	1	441	441	NUM
easat-411	290	2	-	-	SYM
easat-411	290	3	446	446	NUM
easat-411	290	4	,	,	PUNCT
easat-411	290	5	2018	2018	NUM
easat-411	290	6	.	.	PUNCT
easat-411	291	1	https://doi.org/10.1016/j.ifacol.2018.08.341	https://doi.org/10.1016/j.ifacol.2018.08.341	NOUN
easat-411	291	2	[	[	X
easat-411	291	3	35	35	NUM
easat-411	291	4	]	]	X
easat-411	291	5	n.	n.	NOUN
easat-411	291	6	misra	misra	PROPN
easat-411	291	7	,	,	PUNCT
easat-411	291	8	y.	y.	PROPN
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easat-411	291	10	,	,	PUNCT
easat-411	291	11	a.	a.	PROPN
easat-411	291	12	al	al	PROPN
easat-411	291	13	-	-	PUNCT
easat-411	291	14	mallahi	mallahi	PROPN
easat-411	291	15	,	,	PUNCT
easat-411	291	16	m.	m.	NOUN
easat-411	291	17	s.	s.	PROPN
easat-411	291	18	bhullar	bhullar	PROPN
easat-411	291	19	,	,	PUNCT
easat-411	291	20	r.	r.	PROPN
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easat-411	291	22	,	,	PUNCT
easat-411	291	23	and	and	CCONJ
easat-411	291	24	a.	a.	NOUN
easat-411	291	25	martynenko	martynenko	PROPN
easat-411	291	26	,	,	PUNCT
easat-411	291	27	"	"	PUNCT
easat-411	291	28	iot	iot	ADJ
easat-411	291	29	,	,	PUNCT
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easat-411	291	31	data	datum	NOUN
easat-411	291	32	,	,	PUNCT
easat-411	291	33	and	and	CCONJ
easat-411	291	34	artificial	artificial	ADJ
easat-411	291	35	intelligence	intelligence	NOUN
easat-411	291	36	in	in	ADP
easat-411	291	37	agriculture	agriculture	NOUN
easat-411	291	38	and	and	CCONJ
easat-411	291	39	food	food	NOUN
easat-411	291	40	industry	industry	NOUN
easat-411	291	41	,	,	PUNCT
easat-411	291	42	"	"	PUNCT
easat-411	291	43	ieee	ieee	NOUN
easat-411	291	44	internet	internet	NOUN
easat-411	291	45	of	of	ADP
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easat-411	291	48	,	,	PUNCT
easat-411	291	49	vol	vol	NOUN
easat-411	291	50	.	.	PROPN
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easat-411	291	52	,	,	PUNCT
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easat-411	291	56	,	,	PUNCT
easat-411	291	57	pp	pp	ADJ
easat-411	291	58	.	.	PUNCT
easat-411	292	1	6305	6305	NUM
easat-411	292	2	-	-	SYM
easat-411	292	3	6324	6324	NUM
easat-411	292	4	,	,	PUNCT
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easat-411	292	6	.	.	PUNCT
easat-411	293	1	https://doi.org/10.1109/jiot.2020.2998584	https://doi.org/10.1109/jiot.2020.2998584	PART
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easat-411	294	3	]	]	PUNCT
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easat-411	294	9	,	,	PUNCT
easat-411	294	10	and	and	CCONJ
easat-411	294	11	m.	m.	PROPN
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easat-411	294	13	,	,	PUNCT
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easat-411	294	16	food	food	NOUN
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easat-411	294	18	system	system	NOUN
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easat-411	294	21	iot	iot	NOUN
easat-411	294	22	and	and	CCONJ
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easat-411	294	24	learning	learning	NOUN
easat-411	294	25	,	,	PUNCT
easat-411	294	26	"	"	PUNCT
easat-411	294	27	presented	present	VERB
easat-411	294	28	at	at	ADP
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easat-411	294	31	2023	2023	NUM
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easat-411	294	34	on	on	ADP
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easat-411	294	38	computing	computing	NOUN
easat-411	294	39	,	,	PUNCT
easat-411	294	40	iot	iot	NOUN
easat-411	294	41	and	and	CCONJ
easat-411	294	42	machine	machine	NOUN
easat-411	294	43	learning	learning	NOUN
easat-411	294	44	(	(	PUNCT
easat-411	294	45	ncim	ncim	PROPN
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easat-411	294	49	,	,	PUNCT
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easat-411	294	51	,	,	PUNCT
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easat-411	294	53	.	.	PUNCT
easat-411	295	1	https://doi.org/10.14456/tstj.2020.174	https://doi.org/10.14456/tstj.2020.174	PROPN
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easat-411	295	4	https://doi.org/10.3390/foods12163090	https://doi.org/10.3390/foods12163090	VERB
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easat-411	295	6	https://doi.org/10.52339/tjet.v42i1.898	https://doi.org/10.52339/tjet.v42i1.898	PROPN
easat-411	296	1	https://doi.org/10.46792/fuoyejet.v8i3.1075	https://doi.org/10.46792/fuoyejet.v8i3.1075	PROPN
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easat-411	296	13	and	and	CCONJ
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easat-411	296	18	-	-	SYM
easat-411	296	19	8484	8484	NUM
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easat-411	296	21	.	.	PROPN
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easat-411	296	23	,	,	PUNCT
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easat-411	296	25	.	.	NOUN
easat-411	296	26	1	1	NUM
easat-411	296	27	:	:	SYM
easat-411	296	28	1	1	NUM
easat-411	296	29	-	-	SYM
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easat-411	296	31	,	,	PUNCT
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easat-411	297	2	37	37	NUM
easat-411	297	3	]	]	PUNCT
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easat-411	297	12	and	and	CCONJ
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easat-411	297	16	hyacinth	hyacinth	ADJ
easat-411	297	17	chopper	chopper	NOUN
easat-411	297	18	,	,	PUNCT
easat-411	297	19	"	"	PUNCT
easat-411	297	20	rmuti	rmuti	NOUN
easat-411	297	21	journal	journal	NOUN
easat-411	297	22	science	science	NOUN
easat-411	297	23	and	and	CCONJ
easat-411	297	24	technology	technology	NOUN
easat-411	297	25	,	,	PUNCT
easat-411	297	26	vol	vol	NOUN
easat-411	297	27	.	.	PROPN
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easat-411	297	29	,	,	PUNCT
easat-411	297	30	no	no	INTJ
easat-411	297	31	.	.	NOUN
easat-411	297	32	3	3	NUM
easat-411	297	33	,	,	PUNCT
easat-411	297	34	pp	pp	ADJ
easat-411	297	35	.	.	PUNCT
easat-411	298	1	57	57	NUM
easat-411	298	2	-	-	SYM
easat-411	298	3	68	68	NUM
easat-411	298	4	,	,	PUNCT
easat-411	298	5	2020	2020	NUM
easat-411	298	6	.	.	PUNCT
easat-411	299	1	[	[	X
easat-411	299	2	38	38	NUM
easat-411	299	3	]	]	PUNCT
easat-411	299	4	m.	m.	NOUN
easat-411	299	5	lindley	lindley	PROPN
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easat-411	299	7	"	"	PUNCT
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easat-411	299	13	,	,	PUNCT
easat-411	299	14	"	"	PUNCT
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easat-411	299	16	sugar	sugar	NOUN
easat-411	299	17	journal	journal	NOUN
easat-411	299	18	,	,	PUNCT
easat-411	299	19	vol	vol	NOUN
easat-411	299	20	.	.	PROPN
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easat-411	300	2	,	,	PUNCT
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easat-411	300	4	.	.	NOUN
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easat-411	300	6	,	,	PUNCT
easat-411	300	7	pp	pp	ADJ
easat-411	300	8	.	.	PUNCT
easat-411	301	1	346	346	NUM
easat-411	301	2	-	-	SYM
easat-411	301	3	351	351	NUM
easat-411	301	4	,	,	PUNCT
easat-411	301	5	2002	2002	NUM
easat-411	301	6	.	.	PUNCT
easat-411	302	1	[	[	X
easat-411	302	2	39	39	NUM
easat-411	302	3	]	]	PUNCT
easat-411	302	4	a.	a.	NOUN
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easat-411	302	6	,	,	PUNCT
easat-411	302	7	a.	a.	PROPN
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easat-411	302	13	a.	a.	NOUN
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easat-411	302	24	and	and	CCONJ
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easat-411	302	26	properties	property	NOUN
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easat-411	302	28	basedisomaltulose	basedisomaltulose	ADJ
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easat-411	302	32	"	"	PUNCT
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easat-411	302	35	,	,	PUNCT
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easat-411	302	37	.	.	PROPN
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easat-411	302	39	,	,	PUNCT
easat-411	302	40	pp	pp	ADJ
easat-411	302	41	.	.	PUNCT
easat-411	303	1	37	37	NUM
easat-411	303	2	-	-	SYM
easat-411	303	3	44	44	NUM
easat-411	303	4	,	,	PUNCT
easat-411	303	5	2014	2014	NUM
easat-411	303	6	.	.	PUNCT
easat-411	304	1	https://doi.org/10.1016/j.fbio.2014.05.006	https://doi.org/10.1016/j.fbio.2014.05.006	NUM
easat-411	304	2	[	[	X
easat-411	304	3	40	40	NUM
easat-411	304	4	]	]	PUNCT
easat-411	304	5	p.	p.	NOUN
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easat-411	304	8	s.	s.	PROPN
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easat-411	304	11	"	"	PUNCT
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easat-411	304	21	,	,	PUNCT
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easat-411	304	23	and	and	CCONJ
easat-411	304	24	sensory	sensory	ADJ
easat-411	304	25	characteristics	characteristic	NOUN
easat-411	304	26	of	of	ADP
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easat-411	304	28	jellies	jelly	NOUN
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easat-411	304	30	"	"	PUNCT
easat-411	304	31	cyta	cyta	NOUN
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easat-411	304	36	,	,	PUNCT
easat-411	304	37	vol	vol	NOUN
easat-411	304	38	.	.	PROPN
easat-411	304	39	16	16	NUM
easat-411	304	40	,	,	PUNCT
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easat-411	304	42	.	.	NOUN
easat-411	304	43	1	1	NUM
easat-411	304	44	,	,	PUNCT
easat-411	304	45	pp	pp	ADJ
easat-411	304	46	.	.	PUNCT
easat-411	305	1	1	1	NUM
easat-411	305	2	-	-	SYM
easat-411	305	3	10	10	NUM
easat-411	305	4	,	,	PUNCT
easat-411	305	5	2018	2018	NUM
easat-411	305	6	.	.	PUNCT
easat-411	306	1	https://doi.org/10.1080/19476337.2017.1327462	https://doi.org/10.1080/19476337.2017.1327462	NOUN
easat-411	306	2	https://doi.org/10.1016/j.fbio.2014.05.006	https://doi.org/10.1016/j.fbio.2014.05.006	ADJ
easat-411	306	3	https://doi.org/10.1080/19476337.2017.1327462	https://doi.org/10.1080/19476337.2017.1327462	NOUN