id	sid	tid	token	lemma	pos
ajset-589	1	1	academic	academic	ADJ
ajset-589	1	2	journal	journal	NOUN
ajset-589	1	3	of	of	ADP
ajset-589	1	4	science	science	NOUN
ajset-589	1	5	,	,	PUNCT
ajset-589	1	6	engineering	engineering	NOUN
ajset-589	1	7	and	and	CCONJ
ajset-589	1	8	technology	technology	NOUN
ajset-589	1	9	vol	vol	NOUN
ajset-589	1	10	.	.	PROPN
ajset-589	1	11	10	10	NUM
ajset-589	1	12	,	,	PUNCT
ajset-589	1	13	issue	issue	NOUN
ajset-589	1	14	1	1	NUM
ajset-589	1	15	;	;	PUNCT
ajset-589	1	16	january	january	PROPN
ajset-589	1	17	-february	-february	PROPN
ajset-589	1	18	2025	2025	NUM
ajset-589	1	19	;	;	PUNCT
ajset-589	1	20	issn	issn	PROPN
ajset-589	1	21	:	:	PUNCT
ajset-589	1	22	2837	2837	NUM
ajset-589	1	23	-	-	SYM
ajset-589	1	24	2964	2964	NUM
ajset-589	1	25	impact	impact	NOUN
ajset-589	1	26	factor	factor	NOUN
ajset-589	1	27	:	:	PUNCT
ajset-589	1	28	7.67	7.67	NUM
ajset-589	1	29	1252	1252	NUM
ajset-589	1	30	columbia	columbia	PROPN
ajset-589	1	31	rd	rd	PROPN
ajset-589	1	32	nw	nw	PROPN
ajset-589	1	33	,	,	PUNCT
ajset-589	1	34	washington	washington	PROPN
ajset-589	1	35	dc	dc	PROPN
ajset-589	1	36	,	,	PUNCT
ajset-589	1	37	united	united	PROPN
ajset-589	1	38	states	states	PROPN
ajset-589	1	39	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	1	40	;	;	PUNCT
ajset-589	1	41	mail	mail	NOUN
ajset-589	1	42	:	:	PUNCT
ajset-589	1	43	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	2	1	21	21	NUM
ajset-589	3	1	|	|	ADV
ajset-589	3	2	a	a	DET
ajset-589	3	3	c	c	NOUN
ajset-589	3	4	a	a	PRON
ajset-589	3	5	d	d	X
ajset-589	3	6	e	e	NOUN
ajset-589	3	7	m	m	NOUN
ajset-589	3	8	i	i	NOUN
ajset-589	3	9	c	c	NOUN
ajset-589	3	10	j	j	NOUN
ajset-589	3	11	o	o	X
ajset-589	3	12	u	u	NOUN
ajset-589	3	13	r	r	NOUN
ajset-589	3	14	n	n	NOUN
ajset-589	3	15	a	a	DET
ajset-589	3	16	l	l	NOUN
ajset-589	4	1	o	o	X
ajset-589	4	2	f	f	X
ajset-589	4	3	s	s	X
ajset-589	4	4	c	c	NOUN
ajset-589	5	1	i	i	NOUN
ajset-589	5	2	e	e	PROPN
ajset-589	5	3	n	n	PROPN
ajset-589	5	4	c	c	NOUN
ajset-589	5	5	e	e	X
ajset-589	5	6	,	,	PUNCT
ajset-589	5	7	e	e	PROPN
ajset-589	5	8	n	n	PRON
ajset-589	5	9	g	g	NOUN
ajset-589	5	10	i	i	PRON
ajset-589	5	11	n	n	VERB
ajset-589	5	12	e	e	NOUN
ajset-589	5	13	e	e	NOUN
ajset-589	5	14	r	r	VERB
ajset-589	5	15	i	i	PRON
ajset-589	5	16	n	n	CCONJ
ajset-589	5	17	g	g	PROPN
ajset-589	5	18	a	a	DET
ajset-589	5	19	n	n	NOUN
ajset-589	5	20	d	d	NOUN
ajset-589	5	21	t	t	NOUN
ajset-589	5	22	e	e	X
ajset-589	5	23	c	c	NOUN
ajset-589	5	24	h	h	NOUN
ajset-589	5	25	n	n	ADV
ajset-589	5	26	o	o	NOUN
ajset-589	5	27	l	l	NOUN
ajset-589	6	1	o	o	X
ajset-589	6	2	g	g	NOUN
ajset-589	6	3	y	y	PROPN
ajset-589	6	4	|	|	ADV
ajset-589	6	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	6	6	leveraging	leverage	VERB
ajset-589	6	7	machine	machine	NOUN
ajset-589	6	8	learning	learn	VERB
ajset-589	6	9	to	to	PART
ajset-589	6	10	optimize	optimize	VERB
ajset-589	6	11	production	production	NOUN
ajset-589	6	12	processes	process	NOUN
ajset-589	6	13	and	and	CCONJ
ajset-589	6	14	capacity	capacity	NOUN
ajset-589	6	15	in	in	ADP
ajset-589	6	16	the	the	DET
ajset-589	6	17	brewery	brewery	NOUN
ajset-589	6	18	industry	industry	NOUN
ajset-589	6	19	.	.	PUNCT
ajset-589	7	1	1eze	1eze	NUM
ajset-589	7	2	ukamaka	ukamaka	ADJ
ajset-589	7	3	j	j	PROPN
ajset-589	7	4	ndubuisis	ndubuisis	PROPN
ajset-589	7	5	,	,	PUNCT
ajset-589	7	6	2paul	2paul	NUM
ajset-589	7	7	-	-	PUNCT
ajset-589	7	8	darlington	darlington	NOUN
ajset-589	7	9	ibemezie	ibemezie	NOUN
ajset-589	7	10	,	,	PUNCT
ajset-589	7	11	3daniel	3daniel	NUM
ajset-589	7	12	ikechukwu	ikechukwu	NOUN
ajset-589	7	13	egu	egu	NOUN
ajset-589	7	14	and	and	CCONJ
ajset-589	7	15	4okolotu	4okolotu	PROPN
ajset-589	7	16	g.i	g.i	PROPN
ajset-589	7	17	.	.	PROPN
ajset-589	7	18	1,2,3madonna	1,2,3madonna	NUM
ajset-589	7	19	university	university	NOUN
ajset-589	7	20	,	,	PUNCT
ajset-589	7	21	nigeria	nigeria	PRON
ajset-589	7	22	4department	4department	NUM
ajset-589	7	23	of	of	ADP
ajset-589	7	24	agricultural	agricultural	ADJ
ajset-589	7	25	engineering	engineering	NOUN
ajset-589	7	26	,	,	PUNCT
ajset-589	7	27	faculty	faculty	NOUN
ajset-589	7	28	of	of	ADP
ajset-589	7	29	engineering	engineering	PROPN
ajset-589	7	30	,	,	PUNCT
ajset-589	7	31	delta	delta	PROPN
ajset-589	7	32	state	state	PROPN
ajset-589	7	33	university	university	PROPN
ajset-589	7	34	of	of	ADP
ajset-589	7	35	science	science	NOUN
ajset-589	7	36	and	and	CCONJ
ajset-589	7	37	technology	technology	NOUN
ajset-589	7	38	,	,	PUNCT
ajset-589	7	39	p.m.b	p.m.b	NOUN
ajset-589	7	40	.	.	PROPN
ajset-589	7	41	05	05	NUM
ajset-589	7	42	,	,	PUNCT
ajset-589	7	43	ozoro	ozoro	PROPN
ajset-589	7	44	,	,	PUNCT
ajset-589	7	45	nigeria	nigeria	PROPN
ajset-589	7	46	.	.	PUNCT
ajset-589	8	1	doi	doi	PROPN
ajset-589	8	2	:	:	PUNCT
ajset-589	8	3	https://doi.org/10.5281/zenodo.15024347	https://doi.org/10.5281/zenodo.15024347	ADJ
ajset-589	8	4	abstract	abstract	NOUN
ajset-589	8	5	:	:	PUNCT
ajset-589	8	6	the	the	DET
ajset-589	8	7	decrease	decrease	NOUN
ajset-589	8	8	in	in	ADP
ajset-589	8	9	the	the	DET
ajset-589	8	10	production	production	NOUN
ajset-589	8	11	capacity	capacity	NOUN
ajset-589	8	12	that	that	PRON
ajset-589	8	13	had	have	VERB
ajset-589	8	14	crippled	crippled	ADJ
ajset-589	8	15	business	business	NOUN
ajset-589	8	16	activities	activity	NOUN
ajset-589	8	17	that	that	PRON
ajset-589	8	18	mostly	mostly	ADV
ajset-589	8	19	depend	depend	VERB
ajset-589	8	20	on	on	ADP
ajset-589	8	21	soft	soft	ADJ
ajset-589	8	22	drinks	drink	NOUN
ajset-589	8	23	to	to	PART
ajset-589	8	24	run	run	VERB
ajset-589	8	25	their	their	PRON
ajset-589	8	26	daily	daily	ADJ
ajset-589	8	27	activities	activity	NOUN
ajset-589	8	28	was	be	AUX
ajset-589	8	29	overcame	overcome	VERB
ajset-589	8	30	by	by	ADP
ajset-589	8	31	introducing	introduce	VERB
ajset-589	8	32	leveraging	leverage	VERB
ajset-589	8	33	machine	machine	NOUN
ajset-589	8	34	learning	learn	VERB
ajset-589	8	35	to	to	PART
ajset-589	8	36	optimize	optimize	VERB
ajset-589	8	37	production	production	NOUN
ajset-589	8	38	processes	process	NOUN
ajset-589	8	39	and	and	CCONJ
ajset-589	8	40	capacity	capacity	NOUN
ajset-589	8	41	in	in	ADP
ajset-589	8	42	the	the	DET
ajset-589	8	43	brewery	brewery	NOUN
ajset-589	8	44	industry	industry	NOUN
ajset-589	8	45	,	,	PUNCT
ajset-589	8	46	to	to	PART
ajset-589	8	47	perfectly	perfectly	ADV
ajset-589	8	48	achieve	achieve	VERB
ajset-589	8	49	this	this	PRON
ajset-589	8	50	,	,	PUNCT
ajset-589	8	51	it	it	PRON
ajset-589	8	52	was	be	AUX
ajset-589	8	53	done	do	VERB
ajset-589	8	54	in	in	ADP
ajset-589	8	55	this	this	DET
ajset-589	8	56	approach	approach	NOUN
ajset-589	8	57	,	,	PUNCT
ajset-589	8	58	characterizing	characterize	VERB
ajset-589	8	59	and	and	CCONJ
ajset-589	8	60	establishing	establish	VERB
ajset-589	8	61	the	the	DET
ajset-589	8	62	causes	cause	NOUN
ajset-589	8	63	of	of	ADP
ajset-589	8	64	poor	poor	ADJ
ajset-589	8	65	production	production	NOUN
ajset-589	8	66	capacity	capacity	NOUN
ajset-589	8	67	in	in	ADP
ajset-589	8	68	a	a	DET
ajset-589	8	69	brewery	brewery	NOUN
ajset-589	8	70	industry	industry	NOUN
ajset-589	8	71	,	,	PUNCT
ajset-589	8	72	designing	design	VERB
ajset-589	8	73	a	a	DET
ajset-589	8	74	conventional	conventional	ADJ
ajset-589	8	75	simulink	simulink	NOUN
ajset-589	8	76	model	model	NOUN
ajset-589	8	77	for	for	ADP
ajset-589	8	78	production	production	NOUN
ajset-589	8	79	processes	process	NOUN
ajset-589	8	80	in	in	ADP
ajset-589	8	81	the	the	DET
ajset-589	8	82	brewery	brewery	NOUN
ajset-589	8	83	industry	industry	NOUN
ajset-589	8	84	,	,	PUNCT
ajset-589	8	85	designing	design	VERB
ajset-589	8	86	leverage	leverage	NOUN
ajset-589	8	87	machine	machine	NOUN
ajset-589	8	88	learning	learn	VERB
ajset-589	8	89	rule	rule	NOUN
ajset-589	8	90	base	base	NOUN
ajset-589	8	91	that	that	PRON
ajset-589	8	92	will	will	AUX
ajset-589	8	93	reduce	reduce	VERB
ajset-589	8	94	the	the	DET
ajset-589	8	95	causes	cause	NOUN
ajset-589	8	96	of	of	ADP
ajset-589	8	97	poor	poor	ADJ
ajset-589	8	98	production	production	NOUN
ajset-589	8	99	capacity	capacity	NOUN
ajset-589	8	100	in	in	ADP
ajset-589	8	101	a	a	DET
ajset-589	8	102	brewery	brewery	NOUN
ajset-589	8	103	industry	industry	NOUN
ajset-589	8	104	and	and	CCONJ
ajset-589	8	105	simultaneously	simultaneously	ADV
ajset-589	8	106	increase	increase	VERB
ajset-589	8	107	the	the	DET
ajset-589	8	108	production	production	NOUN
ajset-589	8	109	capacity	capacity	NOUN
ajset-589	8	110	,	,	PUNCT
ajset-589	8	111	training	train	VERB
ajset-589	8	112	ann	ann	PROPN
ajset-589	8	113	in	in	ADP
ajset-589	8	114	the	the	DET
ajset-589	8	115	designed	design	VERB
ajset-589	8	116	machine	machine	NOUN
ajset-589	8	117	learning	learn	VERB
ajset-589	8	118	rule	rule	NOUN
ajset-589	8	119	base	base	NOUN
ajset-589	8	120	for	for	ADP
ajset-589	8	121	effective	effective	ADJ
ajset-589	8	122	reduction	reduction	NOUN
ajset-589	8	123	of	of	ADP
ajset-589	8	124	the	the	DET
ajset-589	8	125	causes	cause	NOUN
ajset-589	8	126	of	of	ADP
ajset-589	8	127	poor	poor	ADJ
ajset-589	8	128	production	production	NOUN
ajset-589	8	129	capacity	capacity	NOUN
ajset-589	8	130	in	in	ADP
ajset-589	8	131	a	a	DET
ajset-589	8	132	brewery	brewery	NOUN
ajset-589	8	133	industry	industry	NOUN
ajset-589	8	134	and	and	CCONJ
ajset-589	8	135	simultaneously	simultaneously	ADV
ajset-589	8	136	increase	increase	VERB
ajset-589	8	137	the	the	DET
ajset-589	8	138	production	production	NOUN
ajset-589	8	139	capacity	capacity	NOUN
ajset-589	8	140	,	,	PUNCT
ajset-589	8	141	designing	design	VERB
ajset-589	8	142	a	a	DET
ajset-589	8	143	simulink	simulink	NOUN
ajset-589	8	144	model	model	NOUN
ajset-589	8	145	for	for	ADP
ajset-589	8	146	leverage	leverage	NOUN
ajset-589	8	147	machine	machine	NOUN
ajset-589	8	148	learning	learning	NOUN
ajset-589	8	149	,	,	PUNCT
ajset-589	8	150	developing	develop	VERB
ajset-589	8	151	an	an	DET
ajset-589	8	152	algorithm	algorithm	NOUN
ajset-589	8	153	that	that	PRON
ajset-589	8	154	will	will	AUX
ajset-589	8	155	implement	implement	VERB
ajset-589	8	156	the	the	DET
ajset-589	8	157	process	process	NOUN
ajset-589	8	158	,	,	PUNCT
ajset-589	8	159	designing	design	VERB
ajset-589	8	160	a	a	DET
ajset-589	8	161	simulink	simulink	NOUN
ajset-589	8	162	model	model	NOUN
ajset-589	8	163	for	for	ADP
ajset-589	8	164	leveraging	leverage	VERB
ajset-589	8	165	machine	machine	NOUN
ajset-589	8	166	learning	learn	VERB
ajset-589	8	167	to	to	PART
ajset-589	8	168	optimize	optimize	VERB
ajset-589	8	169	production	production	NOUN
ajset-589	8	170	processes	process	NOUN
ajset-589	8	171	and	and	CCONJ
ajset-589	8	172	capacity	capacity	NOUN
ajset-589	8	173	in	in	ADP
ajset-589	8	174	the	the	DET
ajset-589	8	175	brewery	brewery	NOUN
ajset-589	8	176	industry	industry	NOUN
ajset-589	8	177	and	and	CCONJ
ajset-589	8	178	validating	validate	VERB
ajset-589	8	179	and	and	CCONJ
ajset-589	8	180	justifying	justify	VERB
ajset-589	8	181	the	the	DET
ajset-589	8	182	percentage	percentage	NOUN
ajset-589	8	183	improvement	improvement	NOUN
ajset-589	8	184	in	in	ADP
ajset-589	8	185	the	the	DET
ajset-589	8	186	production	production	NOUN
ajset-589	8	187	capacity	capacity	NOUN
ajset-589	8	188	of	of	ADP
ajset-589	8	189	a	a	DET
ajset-589	8	190	brewery	brewery	NOUN
ajset-589	8	191	industry	industry	NOUN
ajset-589	8	192	with	with	ADP
ajset-589	8	193	and	and	CCONJ
ajset-589	8	194	without	without	ADP
ajset-589	8	195	leveraging	leverage	VERB
ajset-589	8	196	machine	machine	NOUN
ajset-589	8	197	learning	learning	NOUN
ajset-589	8	198	.	.	PUNCT
ajset-589	9	1	the	the	DET
ajset-589	9	2	results	result	NOUN
ajset-589	9	3	obtained	obtain	VERB
ajset-589	9	4	were	be	AUX
ajset-589	9	5	,	,	PUNCT
ajset-589	9	6	that	that	SCONJ
ajset-589	9	7	the	the	DET
ajset-589	9	8	conventional	conventional	ADJ
ajset-589	9	9	inefficient	inefficient	ADJ
ajset-589	9	10	process	process	NOUN
ajset-589	9	11	control	control	NOUN
ajset-589	9	12	and	and	CCONJ
ajset-589	9	13	automation	automation	NOUN
ajset-589	9	14	cause	cause	NOUN
ajset-589	9	15	of	of	ADP
ajset-589	9	16	poor	poor	ADJ
ajset-589	9	17	production	production	NOUN
ajset-589	9	18	capacity	capacity	NOUN
ajset-589	9	19	in	in	ADP
ajset-589	9	20	the	the	DET
ajset-589	9	21	brewery	brewery	NOUN
ajset-589	9	22	industry	industry	NOUN
ajset-589	9	23	was	be	AUX
ajset-589	9	24	20	20	NUM
ajset-589	9	25	%	%	NOUN
ajset-589	9	26	.	.	PUNCT
ajset-589	10	1	on	on	ADP
ajset-589	10	2	the	the	DET
ajset-589	10	3	other	other	ADJ
ajset-589	10	4	hand	hand	NOUN
ajset-589	10	5	,	,	PUNCT
ajset-589	10	6	when	when	SCONJ
ajset-589	10	7	leveraging	leverage	VERB
ajset-589	10	8	machine	machine	NOUN
ajset-589	10	9	learning	learning	NOUN
ajset-589	10	10	was	be	AUX
ajset-589	10	11	introduced	introduce	VERB
ajset-589	10	12	in	in	ADP
ajset-589	10	13	the	the	DET
ajset-589	10	14	system	system	NOUN
ajset-589	10	15	,	,	PUNCT
ajset-589	10	16	it	it	PRON
ajset-589	10	17	drastically	drastically	ADV
ajset-589	10	18	reduced	reduce	VERB
ajset-589	10	19	inefficient	inefficient	ADJ
ajset-589	10	20	process	process	NOUN
ajset-589	10	21	control	control	NOUN
ajset-589	10	22	and	and	CCONJ
ajset-589	10	23	automation	automation	NOUN
ajset-589	10	24	caused	cause	VERB
ajset-589	10	25	poor	poor	ADJ
ajset-589	10	26	production	production	NOUN
ajset-589	10	27	capacity	capacity	NOUN
ajset-589	10	28	in	in	ADP
ajset-589	10	29	the	the	DET
ajset-589	10	30	brewery	brewery	NOUN
ajset-589	10	31	industry	industry	NOUN
ajset-589	10	32	to	to	ADP
ajset-589	10	33	17.34	17.34	NUM
ajset-589	10	34	%	%	NOUN
ajset-589	10	35	thereby	thereby	ADV
ajset-589	10	36	enhancing	enhance	VERB
ajset-589	10	37	the	the	DET
ajset-589	10	38	production	production	NOUN
ajset-589	10	39	capacity	capacity	NOUN
ajset-589	10	40	,	,	PUNCT
ajset-589	10	41	the	the	DET
ajset-589	10	42	conventional	conventional	ADJ
ajset-589	10	43	lengthy	lengthy	ADJ
ajset-589	10	44	fermentation	fermentation	NOUN
ajset-589	10	45	and	and	CCONJ
ajset-589	10	46	maturation	maturation	NOUN
ajset-589	10	47	times	time	NOUN
ajset-589	10	48	cause	cause	NOUN
ajset-589	10	49	of	of	ADP
ajset-589	10	50	poor	poor	ADJ
ajset-589	10	51	production	production	NOUN
ajset-589	10	52	capacity	capacity	NOUN
ajset-589	10	53	in	in	ADP
ajset-589	10	54	brewery	brewery	NOUN
ajset-589	10	55	industry	industry	NOUN
ajset-589	10	56	was10	was10	ADJ
ajset-589	10	57	%	%	NOUN
ajset-589	10	58	.	.	PUNCT
ajset-589	11	1	meanwhile	meanwhile	ADV
ajset-589	11	2	,	,	PUNCT
ajset-589	11	3	when	when	SCONJ
ajset-589	11	4	leveraging	leverage	VERB
ajset-589	11	5	machine	machine	NOUN
ajset-589	11	6	learning	learning	NOUN
ajset-589	11	7	was	be	AUX
ajset-589	11	8	incorporated	incorporate	VERB
ajset-589	11	9	into	into	ADP
ajset-589	11	10	the	the	DET
ajset-589	11	11	system	system	NOUN
ajset-589	11	12	,	,	PUNCT
ajset-589	11	13	it	it	PRON
ajset-589	11	14	decisively	decisively	ADV
ajset-589	11	15	reduced	reduce	VERB
ajset-589	11	16	lengthy	lengthy	ADJ
ajset-589	11	17	fermentation	fermentation	NOUN
ajset-589	11	18	and	and	CCONJ
ajset-589	11	19	maturation	maturation	NOUN
ajset-589	11	20	times	time	NOUN
ajset-589	11	21	caused	cause	VERB
ajset-589	11	22	by	by	ADP
ajset-589	11	23	poor	poor	ADJ
ajset-589	11	24	production	production	NOUN
ajset-589	11	25	capacity	capacity	NOUN
ajset-589	11	26	in	in	ADP
ajset-589	11	27	the	the	DET
ajset-589	11	28	brewery	brewery	NOUN
ajset-589	11	29	industry	industry	NOUN
ajset-589	11	30	to	to	ADP
ajset-589	11	31	8.7	8.7	NUM
ajset-589	11	32	%	%	NOUN
ajset-589	11	33	and	and	CCONJ
ajset-589	11	34	the	the	DET
ajset-589	11	35	conventional	conventional	ADJ
ajset-589	11	36	production	production	NOUN
ajset-589	11	37	capacity	capacity	NOUN
ajset-589	11	38	in	in	ADP
ajset-589	11	39	the	the	DET
ajset-589	11	40	brewery	brewery	NOUN
ajset-589	11	41	industry	industry	NOUN
ajset-589	11	42	was	be	AUX
ajset-589	11	43	50000	50000	NUM
ajset-589	11	44	bottles	bottle	NOUN
ajset-589	11	45	of	of	ADP
ajset-589	11	46	drink	drink	NOUN
ajset-589	11	47	.	.	PUNCT
ajset-589	12	1	on	on	ADP
ajset-589	12	2	the	the	DET
ajset-589	12	3	other	other	ADJ
ajset-589	12	4	hand	hand	NOUN
ajset-589	12	5	,	,	PUNCT
ajset-589	12	6	when	when	SCONJ
ajset-589	12	7	leveraging	leverage	VERB
ajset-589	12	8	machine	machine	NOUN
ajset-589	12	9	learning	learning	NOUN
ajset-589	12	10	was	be	AUX
ajset-589	12	11	inculcated	inculcate	VERB
ajset-589	12	12	in	in	ADP
ajset-589	12	13	the	the	DET
ajset-589	12	14	system	system	NOUN
ajset-589	12	15	,	,	PUNCT
ajset-589	12	16	it	it	PRON
ajset-589	12	17	simultaneously	simultaneously	ADV
ajset-589	12	18	enhanced	enhance	VERB
ajset-589	12	19	the	the	DET
ajset-589	12	20	production	production	NOUN
ajset-589	12	21	capacity	capacity	NOUN
ajset-589	12	22	in	in	ADP
ajset-589	12	23	the	the	DET
ajset-589	12	24	brewery	brewery	NOUN
ajset-589	12	25	industry	industry	NOUN
ajset-589	12	26	to	to	ADP
ajset-589	12	27	6500	6500	NUM
ajset-589	12	28	bottles	bottle	NOUN
ajset-589	12	29	of	of	ADP
ajset-589	12	30	drink	drink	NOUN
ajset-589	12	31	.	.	PUNCT
ajset-589	13	1	finally	finally	ADV
ajset-589	13	2	,	,	PUNCT
ajset-589	13	3	with	with	SCONJ
ajset-589	13	4	these	these	DET
ajset-589	13	5	results	result	NOUN
ajset-589	13	6	obtained	obtain	VERB
ajset-589	13	7	,	,	PUNCT
ajset-589	13	8	it	it	PRON
ajset-589	13	9	showed	show	VERB
ajset-589	13	10	that	that	SCONJ
ajset-589	13	11	production	production	NOUN
ajset-589	13	12	capacity	capacity	NOUN
ajset-589	13	13	in	in	ADP
ajset-589	13	14	the	the	DET
ajset-589	13	15	brewery	brewery	NOUN
ajset-589	13	16	industry	industry	NOUN
ajset-589	13	17	was	be	AUX
ajset-589	13	18	optimized	optimize	VERB
ajset-589	13	19	by	by	ADP
ajset-589	13	20	33	33	NUM
ajset-589	13	21	%	%	NOUN
ajset-589	13	22	.	.	PUNCT
ajset-589	14	1	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajset-589	14	2	academic	academic	ADJ
ajset-589	14	3	journal	journal	NOUN
ajset-589	14	4	of	of	ADP
ajset-589	14	5	science	science	NOUN
ajset-589	14	6	,	,	PUNCT
ajset-589	14	7	engineering	engineering	NOUN
ajset-589	14	8	and	and	CCONJ
ajset-589	14	9	technology	technology	NOUN
ajset-589	14	10	vol	vol	NOUN
ajset-589	14	11	.	.	PROPN
ajset-589	14	12	10	10	NUM
ajset-589	14	13	,	,	PUNCT
ajset-589	14	14	issue	issue	NOUN
ajset-589	14	15	1	1	NUM
ajset-589	14	16	;	;	PUNCT
ajset-589	14	17	january	january	PROPN
ajset-589	14	18	-february	-february	PROPN
ajset-589	14	19	2025	2025	NUM
ajset-589	14	20	;	;	PUNCT
ajset-589	14	21	issn	issn	PROPN
ajset-589	14	22	:	:	PUNCT
ajset-589	14	23	2837	2837	NUM
ajset-589	14	24	-	-	SYM
ajset-589	14	25	2964	2964	NUM
ajset-589	14	26	impact	impact	NOUN
ajset-589	14	27	factor	factor	NOUN
ajset-589	14	28	:	:	PUNCT
ajset-589	14	29	7.67	7.67	NUM
ajset-589	14	30	1252	1252	NUM
ajset-589	14	31	columbia	columbia	PROPN
ajset-589	14	32	rd	rd	PROPN
ajset-589	14	33	nw	nw	PROPN
ajset-589	14	34	,	,	PUNCT
ajset-589	14	35	washington	washington	PROPN
ajset-589	14	36	dc	dc	PROPN
ajset-589	14	37	,	,	PUNCT
ajset-589	14	38	united	united	PROPN
ajset-589	14	39	states	states	PROPN
ajset-589	14	40	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	14	41	;	;	PUNCT
ajset-589	14	42	mail	mail	NOUN
ajset-589	14	43	:	:	PUNCT
ajset-589	15	1	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	15	2	22	22	NUM
ajset-589	16	1	|	|	ADV
ajset-589	16	2	a	a	DET
ajset-589	16	3	c	c	NOUN
ajset-589	16	4	a	a	PRON
ajset-589	16	5	d	d	X
ajset-589	16	6	e	e	NOUN
ajset-589	16	7	m	m	NOUN
ajset-589	16	8	i	i	NOUN
ajset-589	16	9	c	c	NOUN
ajset-589	16	10	j	j	NOUN
ajset-589	16	11	o	o	X
ajset-589	16	12	u	u	NOUN
ajset-589	16	13	r	r	NOUN
ajset-589	16	14	n	n	NOUN
ajset-589	16	15	a	a	DET
ajset-589	16	16	l	l	NOUN
ajset-589	17	1	o	o	X
ajset-589	17	2	f	f	X
ajset-589	17	3	s	s	X
ajset-589	17	4	c	c	NOUN
ajset-589	18	1	i	i	NOUN
ajset-589	18	2	e	e	PROPN
ajset-589	18	3	n	n	PROPN
ajset-589	18	4	c	c	NOUN
ajset-589	18	5	e	e	X
ajset-589	18	6	,	,	PUNCT
ajset-589	18	7	e	e	PROPN
ajset-589	18	8	n	n	PRON
ajset-589	18	9	g	g	NOUN
ajset-589	18	10	i	i	PRON
ajset-589	18	11	n	n	VERB
ajset-589	18	12	e	e	NOUN
ajset-589	18	13	e	e	NOUN
ajset-589	18	14	r	r	VERB
ajset-589	18	15	i	i	PRON
ajset-589	18	16	n	n	CCONJ
ajset-589	18	17	g	g	PROPN
ajset-589	18	18	a	a	DET
ajset-589	18	19	n	n	NOUN
ajset-589	18	20	d	d	NOUN
ajset-589	18	21	t	t	NOUN
ajset-589	18	22	e	e	X
ajset-589	18	23	c	c	NOUN
ajset-589	18	24	h	h	NOUN
ajset-589	18	25	n	n	ADV
ajset-589	18	26	o	o	NOUN
ajset-589	18	27	l	l	NOUN
ajset-589	19	1	o	o	X
ajset-589	19	2	g	g	NOUN
ajset-589	19	3	y	y	PROPN
ajset-589	19	4	|	|	ADV
ajset-589	19	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	19	6	keywords	keyword	NOUN
ajset-589	19	7	;	;	PUNCT
ajset-589	19	8	learning	learn	VERB
ajset-589	19	9	,	,	PUNCT
ajset-589	19	10	leveraging	leverage	VERB
ajset-589	19	11	,	,	PUNCT
ajset-589	19	12	machine	machine	NOUN
ajset-589	19	13	,	,	PUNCT
ajset-589	19	14	processes	process	NOUN
ajset-589	19	15	,	,	PUNCT
ajset-589	19	16	production	production	NOUN
ajset-589	19	17	1.1	1.1	NUM
ajset-589	19	18	introduction	introduction	NOUN
ajset-589	19	19	the	the	DET
ajset-589	19	20	brewery	brewery	NOUN
ajset-589	19	21	industry	industry	NOUN
ajset-589	19	22	is	be	AUX
ajset-589	19	23	highly	highly	ADV
ajset-589	19	24	competitive	competitive	ADJ
ajset-589	19	25	,	,	PUNCT
ajset-589	19	26	with	with	ADP
ajset-589	19	27	manufacturers	manufacturer	NOUN
ajset-589	19	28	continually	continually	ADV
ajset-589	19	29	seeking	seek	VERB
ajset-589	19	30	ways	way	NOUN
ajset-589	19	31	to	to	PART
ajset-589	19	32	optimize	optimize	VERB
ajset-589	19	33	production	production	NOUN
ajset-589	19	34	processes	process	NOUN
ajset-589	19	35	,	,	PUNCT
ajset-589	19	36	minimize	minimize	VERB
ajset-589	19	37	waste	waste	NOUN
ajset-589	19	38	,	,	PUNCT
ajset-589	19	39	and	and	CCONJ
ajset-589	19	40	maximize	maximize	VERB
ajset-589	19	41	production	production	NOUN
ajset-589	19	42	capacity	capacity	NOUN
ajset-589	19	43	.	.	PUNCT
ajset-589	20	1	traditional	traditional	ADJ
ajset-589	20	2	methods	method	NOUN
ajset-589	20	3	of	of	ADP
ajset-589	20	4	process	process	NOUN
ajset-589	20	5	optimization	optimization	NOUN
ajset-589	20	6	in	in	ADP
ajset-589	20	7	breweries	brewery	NOUN
ajset-589	20	8	rely	rely	VERB
ajset-589	20	9	heavily	heavily	ADV
ajset-589	20	10	on	on	ADP
ajset-589	20	11	manual	manual	ADJ
ajset-589	20	12	observations	observation	NOUN
ajset-589	20	13	,	,	PUNCT
ajset-589	20	14	fixed	fix	VERB
ajset-589	20	15	schedules	schedule	NOUN
ajset-589	20	16	,	,	PUNCT
ajset-589	20	17	and	and	CCONJ
ajset-589	20	18	historical	historical	ADJ
ajset-589	20	19	data	datum	NOUN
ajset-589	20	20	that	that	PRON
ajset-589	20	21	may	may	AUX
ajset-589	20	22	not	not	PART
ajset-589	20	23	adapt	adapt	VERB
ajset-589	20	24	swiftly	swiftly	ADV
ajset-589	20	25	to	to	ADP
ajset-589	20	26	changing	change	VERB
ajset-589	20	27	conditions	condition	NOUN
ajset-589	20	28	(	(	PUNCT
ajset-589	20	29	rathore	rathore	PROPN
ajset-589	20	30	&	&	CCONJ
ajset-589	20	31	tiwari	tiwari	PROPN
ajset-589	20	32	,	,	PUNCT
ajset-589	20	33	2020	2020	NUM
ajset-589	20	34	)	)	PUNCT
ajset-589	20	35	.	.	PUNCT
ajset-589	21	1	in	in	ADP
ajset-589	21	2	recent	recent	ADJ
ajset-589	21	3	years	year	NOUN
ajset-589	21	4	,	,	PUNCT
ajset-589	21	5	machine	machine	NOUN
ajset-589	21	6	learning	learning	NOUN
ajset-589	21	7	(	(	PUNCT
ajset-589	21	8	ml	ml	NOUN
ajset-589	21	9	)	)	PUNCT
ajset-589	21	10	has	have	AUX
ajset-589	21	11	emerged	emerge	VERB
ajset-589	21	12	as	as	ADP
ajset-589	21	13	a	a	DET
ajset-589	21	14	transformative	transformative	ADJ
ajset-589	21	15	technology	technology	NOUN
ajset-589	21	16	in	in	ADP
ajset-589	21	17	industrial	industrial	ADJ
ajset-589	21	18	manufacturing	manufacturing	NOUN
ajset-589	21	19	,	,	PUNCT
ajset-589	21	20	offering	offer	VERB
ajset-589	21	21	advanced	advanced	ADJ
ajset-589	21	22	data	data	NOUN
ajset-589	21	23	-	-	PUNCT
ajset-589	21	24	driven	drive	VERB
ajset-589	21	25	solutions	solution	NOUN
ajset-589	21	26	that	that	PRON
ajset-589	21	27	significantly	significantly	ADV
ajset-589	21	28	improve	improve	VERB
ajset-589	21	29	process	process	NOUN
ajset-589	21	30	control	control	NOUN
ajset-589	21	31	and	and	CCONJ
ajset-589	21	32	forecasting	forecasting	NOUN
ajset-589	21	33	capabilities	capability	NOUN
ajset-589	21	34	(	(	PUNCT
ajset-589	21	35	zhou	zhou	X
ajset-589	21	36	et	et	PROPN
ajset-589	21	37	al	al	PROPN
ajset-589	21	38	.	.	PROPN
ajset-589	21	39	,	,	PUNCT
ajset-589	21	40	2021	2021	NUM
ajset-589	21	41	)	)	PUNCT
ajset-589	21	42	.	.	PUNCT
ajset-589	22	1	machine	machine	NOUN
ajset-589	22	2	learning	learn	VERB
ajset-589	22	3	algorithms	algorithm	NOUN
ajset-589	22	4	can	can	AUX
ajset-589	22	5	analyze	analyze	VERB
ajset-589	22	6	large	large	ADJ
ajset-589	22	7	volumes	volume	NOUN
ajset-589	22	8	of	of	ADP
ajset-589	22	9	production	production	NOUN
ajset-589	22	10	data	datum	NOUN
ajset-589	22	11	in	in	ADP
ajset-589	22	12	real	real	ADJ
ajset-589	22	13	time	time	NOUN
ajset-589	22	14	,	,	PUNCT
ajset-589	22	15	providing	provide	VERB
ajset-589	22	16	insights	insight	NOUN
ajset-589	22	17	that	that	PRON
ajset-589	22	18	enhance	enhance	VERB
ajset-589	22	19	decision	decision	NOUN
ajset-589	22	20	-	-	PUNCT
ajset-589	22	21	making	making	NOUN
ajset-589	22	22	,	,	PUNCT
ajset-589	22	23	streamline	streamline	VERB
ajset-589	22	24	operations	operation	NOUN
ajset-589	22	25	,	,	PUNCT
ajset-589	22	26	and	and	CCONJ
ajset-589	22	27	improve	improve	VERB
ajset-589	22	28	resource	resource	NOUN
ajset-589	22	29	utilization	utilization	NOUN
ajset-589	22	30	(	(	PUNCT
ajset-589	22	31	wuest	wu	ADJ
ajset-589	22	32	et	et	PROPN
ajset-589	22	33	al	al	PROPN
ajset-589	22	34	.	.	PROPN
ajset-589	22	35	,	,	PUNCT
ajset-589	22	36	2019	2019	NUM
ajset-589	22	37	)	)	PUNCT
ajset-589	22	38	.	.	PUNCT
ajset-589	23	1	the	the	DET
ajset-589	23	2	brewery	brewery	NOUN
ajset-589	23	3	industry	industry	NOUN
ajset-589	23	4	,	,	PUNCT
ajset-589	23	5	due	due	ADP
ajset-589	23	6	to	to	ADP
ajset-589	23	7	its	its	PRON
ajset-589	23	8	complex	complex	ADJ
ajset-589	23	9	manufacturing	manufacturing	NOUN
ajset-589	23	10	processes	process	NOUN
ajset-589	23	11	involving	involve	VERB
ajset-589	23	12	various	various	ADJ
ajset-589	23	13	stages	stage	NOUN
ajset-589	23	14	such	such	ADJ
ajset-589	23	15	as	as	ADP
ajset-589	23	16	fermentation	fermentation	NOUN
ajset-589	23	17	,	,	PUNCT
ajset-589	23	18	bottling	bottling	NOUN
ajset-589	23	19	,	,	PUNCT
ajset-589	23	20	and	and	CCONJ
ajset-589	23	21	packaging	packaging	NOUN
ajset-589	23	22	,	,	PUNCT
ajset-589	23	23	is	be	AUX
ajset-589	23	24	uniquely	uniquely	ADV
ajset-589	23	25	positioned	positioned	ADJ
ajset-589	23	26	to	to	PART
ajset-589	23	27	benefit	benefit	VERB
ajset-589	23	28	from	from	ADP
ajset-589	23	29	machine	machine	NOUN
ajset-589	23	30	learning	learning	NOUN
ajset-589	23	31	applications	application	NOUN
ajset-589	23	32	.	.	PUNCT
ajset-589	24	1	these	these	DET
ajset-589	24	2	algorithms	algorithm	NOUN
ajset-589	24	3	can	can	AUX
ajset-589	24	4	optimize	optimize	VERB
ajset-589	24	5	fermentation	fermentation	NOUN
ajset-589	24	6	times	time	NOUN
ajset-589	24	7	,	,	PUNCT
ajset-589	24	8	monitor	monitor	VERB
ajset-589	24	9	quality	quality	NOUN
ajset-589	24	10	control	control	NOUN
ajset-589	24	11	in	in	ADP
ajset-589	24	12	real	real	ADJ
ajset-589	24	13	time	time	NOUN
ajset-589	24	14	,	,	PUNCT
ajset-589	24	15	and	and	CCONJ
ajset-589	24	16	adjust	adjust	VERB
ajset-589	24	17	operations	operation	NOUN
ajset-589	24	18	dynamically	dynamically	ADV
ajset-589	24	19	based	base	VERB
ajset-589	24	20	on	on	ADP
ajset-589	24	21	demand	demand	NOUN
ajset-589	24	22	and	and	CCONJ
ajset-589	24	23	resource	resource	NOUN
ajset-589	24	24	availability	availability	NOUN
ajset-589	24	25	(	(	PUNCT
ajset-589	24	26	oliveira	oliveira	PROPN
ajset-589	24	27	&	&	CCONJ
ajset-589	24	28	cunha	cunha	NOUN
ajset-589	24	29	,	,	PUNCT
ajset-589	24	30	2019	2019	NUM
ajset-589	24	31	)	)	PUNCT
ajset-589	24	32	.	.	PUNCT
ajset-589	25	1	furthermore	furthermore	ADV
ajset-589	25	2	,	,	PUNCT
ajset-589	25	3	machine	machine	NOUN
ajset-589	25	4	learning	learning	NOUN
ajset-589	25	5	supports	support	VERB
ajset-589	25	6	predictive	predictive	ADJ
ajset-589	25	7	maintenance	maintenance	NOUN
ajset-589	25	8	,	,	PUNCT
ajset-589	25	9	reducing	reduce	VERB
ajset-589	25	10	equipment	equipment	NOUN
ajset-589	25	11	downtime	downtime	NOUN
ajset-589	25	12	and	and	CCONJ
ajset-589	25	13	minimizing	minimize	VERB
ajset-589	25	14	disruptions	disruption	NOUN
ajset-589	25	15	in	in	ADP
ajset-589	25	16	production	production	NOUN
ajset-589	25	17	cycles	cycle	NOUN
ajset-589	25	18	(	(	PUNCT
ajset-589	25	19	agrawal	agrawal	PROPN
ajset-589	25	20	et	et	PROPN
ajset-589	25	21	al	al	PROPN
ajset-589	25	22	.	.	PROPN
ajset-589	25	23	,	,	PUNCT
ajset-589	25	24	2020	2020	NUM
ajset-589	25	25	)	)	PUNCT
ajset-589	25	26	.	.	PUNCT
ajset-589	26	1	given	give	VERB
ajset-589	26	2	the	the	DET
ajset-589	26	3	need	need	NOUN
ajset-589	26	4	for	for	ADP
ajset-589	26	5	sustainable	sustainable	ADJ
ajset-589	26	6	operations	operation	NOUN
ajset-589	26	7	,	,	PUNCT
ajset-589	26	8	machine	machine	NOUN
ajset-589	26	9	learning	learning	NOUN
ajset-589	26	10	also	also	ADV
ajset-589	26	11	contributes	contribute	VERB
ajset-589	26	12	to	to	ADP
ajset-589	26	13	achieving	achieve	VERB
ajset-589	26	14	energy	energy	NOUN
ajset-589	26	15	efficiency	efficiency	NOUN
ajset-589	26	16	,	,	PUNCT
ajset-589	26	17	which	which	PRON
ajset-589	26	18	aligns	align	VERB
ajset-589	26	19	with	with	ADP
ajset-589	26	20	industry	industry	NOUN
ajset-589	26	21	goals	goal	NOUN
ajset-589	26	22	to	to	PART
ajset-589	26	23	minimize	minimize	VERB
ajset-589	26	24	environmental	environmental	ADJ
ajset-589	26	25	impact	impact	NOUN
ajset-589	26	26	(	(	PUNCT
ajset-589	26	27	lydon	lydon	PROPN
ajset-589	26	28	et	et	PROPN
ajset-589	26	29	al	al	PROPN
ajset-589	26	30	.	.	PROPN
ajset-589	26	31	,	,	PUNCT
ajset-589	26	32	2021	2021	NUM
ajset-589	26	33	)	)	PUNCT
ajset-589	26	34	.	.	PUNCT
ajset-589	27	1	however	however	ADV
ajset-589	27	2	,	,	PUNCT
ajset-589	27	3	integrating	integrate	VERB
ajset-589	27	4	machine	machine	NOUN
ajset-589	27	5	learning	learning	NOUN
ajset-589	27	6	into	into	ADP
ajset-589	27	7	brewery	brewery	NOUN
ajset-589	27	8	production	production	NOUN
ajset-589	27	9	faces	face	VERB
ajset-589	27	10	several	several	ADJ
ajset-589	27	11	challenges	challenge	NOUN
ajset-589	27	12	,	,	PUNCT
ajset-589	27	13	including	include	VERB
ajset-589	27	14	the	the	DET
ajset-589	27	15	need	need	NOUN
ajset-589	27	16	for	for	ADP
ajset-589	27	17	significant	significant	ADJ
ajset-589	27	18	data	datum	NOUN
ajset-589	27	19	infrastructure	infrastructure	NOUN
ajset-589	27	20	,	,	PUNCT
ajset-589	27	21	skilled	skilled	ADJ
ajset-589	27	22	personnel	personnel	NOUN
ajset-589	27	23	,	,	PUNCT
ajset-589	27	24	and	and	CCONJ
ajset-589	27	25	an	an	DET
ajset-589	27	26	understanding	understanding	NOUN
ajset-589	27	27	of	of	ADP
ajset-589	27	28	the	the	DET
ajset-589	27	29	nuances	nuance	NOUN
ajset-589	27	30	in	in	ADP
ajset-589	27	31	applying	apply	VERB
ajset-589	27	32	ai	ai	NOUN
ajset-589	27	33	-	-	PUNCT
ajset-589	27	34	based	base	VERB
ajset-589	27	35	solutions	solution	NOUN
ajset-589	27	36	to	to	ADP
ajset-589	27	37	traditional	traditional	ADJ
ajset-589	27	38	processes	process	NOUN
ajset-589	27	39	(	(	PUNCT
ajset-589	27	40	singh	singh	PROPN
ajset-589	27	41	&	&	CCONJ
ajset-589	27	42	kumar	kumar	PROPN
ajset-589	27	43	,	,	PUNCT
ajset-589	27	44	2021	2021	NUM
ajset-589	27	45	)	)	PUNCT
ajset-589	27	46	.	.	PUNCT
ajset-589	28	1	despite	despite	SCONJ
ajset-589	28	2	these	these	DET
ajset-589	28	3	challenges	challenge	NOUN
ajset-589	28	4	,	,	PUNCT
ajset-589	28	5	the	the	DET
ajset-589	28	6	potential	potential	ADJ
ajset-589	28	7	benefits	benefit	NOUN
ajset-589	28	8	have	have	AUX
ajset-589	28	9	spurred	spur	VERB
ajset-589	28	10	research	research	NOUN
ajset-589	28	11	into	into	ADP
ajset-589	28	12	developing	develop	VERB
ajset-589	28	13	tailored	tailor	VERB
ajset-589	28	14	ml	ml	NOUN
ajset-589	28	15	models	model	NOUN
ajset-589	28	16	that	that	PRON
ajset-589	28	17	address	address	VERB
ajset-589	28	18	the	the	DET
ajset-589	28	19	specific	specific	ADJ
ajset-589	28	20	needs	need	NOUN
ajset-589	28	21	of	of	ADP
ajset-589	28	22	the	the	DET
ajset-589	28	23	brewing	brewing	NOUN
ajset-589	28	24	industry	industry	NOUN
ajset-589	28	25	.	.	PUNCT
ajset-589	29	1	this	this	DET
ajset-589	29	2	study	study	NOUN
ajset-589	29	3	aims	aim	VERB
ajset-589	29	4	to	to	PART
ajset-589	29	5	explore	explore	VERB
ajset-589	29	6	how	how	SCONJ
ajset-589	29	7	machine	machine	NOUN
ajset-589	29	8	learning	learning	NOUN
ajset-589	29	9	can	can	AUX
ajset-589	29	10	be	be	AUX
ajset-589	29	11	effectively	effectively	ADV
ajset-589	29	12	leveraged	leverage	VERB
ajset-589	29	13	to	to	PART
ajset-589	29	14	optimize	optimize	VERB
ajset-589	29	15	production	production	NOUN
ajset-589	29	16	processes	process	NOUN
ajset-589	29	17	and	and	CCONJ
ajset-589	29	18	increase	increase	VERB
ajset-589	29	19	capacity	capacity	NOUN
ajset-589	29	20	within	within	ADP
ajset-589	29	21	breweries	brewery	NOUN
ajset-589	29	22	,	,	PUNCT
ajset-589	29	23	ultimately	ultimately	ADV
ajset-589	29	24	contributing	contribute	VERB
ajset-589	29	25	to	to	ADP
ajset-589	29	26	a	a	DET
ajset-589	29	27	more	more	ADV
ajset-589	29	28	sustainable	sustainable	ADJ
ajset-589	29	29	,	,	PUNCT
ajset-589	29	30	efficient	efficient	ADJ
ajset-589	29	31	,	,	PUNCT
ajset-589	29	32	and	and	CCONJ
ajset-589	29	33	competitive	competitive	ADJ
ajset-589	29	34	brewing	brewing	NOUN
ajset-589	29	35	industry	industry	NOUN
ajset-589	29	36	.	.	PUNCT
ajset-589	30	1	2.0	2.0	NUM
ajset-589	30	2	methodology	methodology	NOUN
ajset-589	30	3	to	to	PART
ajset-589	30	4	characterize	characterize	VERB
ajset-589	30	5	and	and	CCONJ
ajset-589	30	6	establish	establish	VERB
ajset-589	30	7	the	the	DET
ajset-589	30	8	causes	cause	NOUN
ajset-589	30	9	of	of	ADP
ajset-589	30	10	poor	poor	ADJ
ajset-589	30	11	production	production	NOUN
ajset-589	30	12	capacity	capacity	NOUN
ajset-589	30	13	in	in	ADP
ajset-589	30	14	the	the	DET
ajset-589	30	15	brewery	brewery	NOUN
ajset-589	30	16	industry	industry	NOUN
ajset-589	30	17	.	.	PUNCT
ajset-589	31	1	here	here	ADV
ajset-589	31	2	's	be	AUX
ajset-589	31	3	an	an	DET
ajset-589	31	4	example	example	NOUN
ajset-589	31	5	of	of	ADP
ajset-589	31	6	how	how	SCONJ
ajset-589	31	7	poor	poor	ADJ
ajset-589	31	8	production	production	NOUN
ajset-589	31	9	capacity	capacity	NOUN
ajset-589	31	10	in	in	ADP
ajset-589	31	11	the	the	DET
ajset-589	31	12	brewery	brewery	NOUN
ajset-589	31	13	industry	industry	NOUN
ajset-589	31	14	can	can	AUX
ajset-589	31	15	be	be	AUX
ajset-589	31	16	characterized	characterize	VERB
ajset-589	31	17	by	by	ADP
ajset-589	31	18	causes	cause	NOUN
ajset-589	31	19	,	,	PUNCT
ajset-589	31	20	with	with	ADP
ajset-589	31	21	percentages	percentage	NOUN
ajset-589	31	22	and	and	CCONJ
ajset-589	31	23	their	their	PRON
ajset-589	31	24	corresponding	correspond	VERB
ajset-589	31	25	impact	impact	NOUN
ajset-589	31	26	in	in	ADP
ajset-589	31	27	terms	term	NOUN
ajset-589	31	28	of	of	ADP
ajset-589	31	29	bottles	bottle	NOUN
ajset-589	31	30	of	of	ADP
ajset-589	31	31	drinks	drink	NOUN
ajset-589	31	32	produced	produce	VERB
ajset-589	31	33	per	per	ADP
ajset-589	31	34	day	day	NOUN
ajset-589	31	35	:	:	PUNCT
ajset-589	31	36	table	table	NOUN
ajset-589	31	37	characterized	characterize	VERB
ajset-589	31	38	and	and	CCONJ
ajset-589	31	39	established	establish	VERB
ajset-589	31	40	causes	cause	NOUN
ajset-589	31	41	of	of	ADP
ajset-589	31	42	poor	poor	ADJ
ajset-589	31	43	production	production	NOUN
ajset-589	31	44	capacity	capacity	NOUN
ajset-589	31	45	in	in	ADP
ajset-589	31	46	a	a	DET
ajset-589	31	47	brewery	brewery	NOUN
ajset-589	31	48	industry	industry	NOUN
ajset-589	31	49	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajset-589	31	50	academic	academic	ADJ
ajset-589	31	51	journal	journal	NOUN
ajset-589	31	52	of	of	ADP
ajset-589	31	53	science	science	NOUN
ajset-589	31	54	,	,	PUNCT
ajset-589	31	55	engineering	engineering	NOUN
ajset-589	31	56	and	and	CCONJ
ajset-589	31	57	technology	technology	NOUN
ajset-589	31	58	vol	vol	NOUN
ajset-589	31	59	.	.	PROPN
ajset-589	31	60	10	10	NUM
ajset-589	31	61	,	,	PUNCT
ajset-589	31	62	issue	issue	NOUN
ajset-589	31	63	1	1	NUM
ajset-589	31	64	;	;	PUNCT
ajset-589	31	65	january	january	PROPN
ajset-589	31	66	-february	-february	PROPN
ajset-589	31	67	2025	2025	NUM
ajset-589	31	68	;	;	PUNCT
ajset-589	31	69	issn	issn	PROPN
ajset-589	31	70	:	:	PUNCT
ajset-589	31	71	2837	2837	NUM
ajset-589	31	72	-	-	SYM
ajset-589	31	73	2964	2964	NUM
ajset-589	31	74	impact	impact	NOUN
ajset-589	31	75	factor	factor	NOUN
ajset-589	31	76	:	:	PUNCT
ajset-589	31	77	7.67	7.67	NUM
ajset-589	31	78	1252	1252	NUM
ajset-589	31	79	columbia	columbia	PROPN
ajset-589	31	80	rd	rd	PROPN
ajset-589	31	81	nw	nw	PROPN
ajset-589	31	82	,	,	PUNCT
ajset-589	31	83	washington	washington	PROPN
ajset-589	31	84	dc	dc	PROPN
ajset-589	31	85	,	,	PUNCT
ajset-589	31	86	united	united	PROPN
ajset-589	31	87	states	states	PROPN
ajset-589	31	88	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	31	89	;	;	PUNCT
ajset-589	31	90	mail	mail	NOUN
ajset-589	31	91	:	:	PUNCT
ajset-589	31	92	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	31	93	23	23	NUM
ajset-589	32	1	|	|	ADV
ajset-589	32	2	a	a	DET
ajset-589	32	3	c	c	NOUN
ajset-589	32	4	a	a	PRON
ajset-589	32	5	d	d	X
ajset-589	32	6	e	e	NOUN
ajset-589	32	7	m	m	NOUN
ajset-589	32	8	i	i	NOUN
ajset-589	32	9	c	c	NOUN
ajset-589	32	10	j	j	NOUN
ajset-589	32	11	o	o	X
ajset-589	32	12	u	u	NOUN
ajset-589	32	13	r	r	NOUN
ajset-589	32	14	n	n	NOUN
ajset-589	32	15	a	a	DET
ajset-589	32	16	l	l	NOUN
ajset-589	33	1	o	o	X
ajset-589	33	2	f	f	X
ajset-589	33	3	s	s	X
ajset-589	33	4	c	c	NOUN
ajset-589	34	1	i	i	NOUN
ajset-589	34	2	e	e	PROPN
ajset-589	34	3	n	n	PROPN
ajset-589	34	4	c	c	NOUN
ajset-589	34	5	e	e	X
ajset-589	34	6	,	,	PUNCT
ajset-589	34	7	e	e	PROPN
ajset-589	34	8	n	n	PRON
ajset-589	34	9	g	g	NOUN
ajset-589	34	10	i	i	PRON
ajset-589	34	11	n	n	VERB
ajset-589	34	12	e	e	NOUN
ajset-589	34	13	e	e	NOUN
ajset-589	34	14	r	r	VERB
ajset-589	34	15	i	i	PRON
ajset-589	34	16	n	n	CCONJ
ajset-589	34	17	g	g	PROPN
ajset-589	34	18	a	a	DET
ajset-589	34	19	n	n	NOUN
ajset-589	34	20	d	d	NOUN
ajset-589	34	21	t	t	NOUN
ajset-589	34	22	e	e	X
ajset-589	34	23	c	c	NOUN
ajset-589	34	24	h	h	NOUN
ajset-589	34	25	n	n	ADV
ajset-589	34	26	o	o	NOUN
ajset-589	34	27	l	l	NOUN
ajset-589	35	1	o	o	X
ajset-589	35	2	g	g	NOUN
ajset-589	35	3	y	y	PROPN
ajset-589	35	4	|	|	ADV
ajset-589	35	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	35	6	cause	cause	NOUN
ajset-589	35	7	of	of	ADP
ajset-589	35	8	poor	poor	ADJ
ajset-589	35	9	production	production	NOUN
ajset-589	35	10	capacity	capacity	NOUN
ajset-589	35	11	impact	impact	NOUN
ajset-589	35	12	(	(	PUNCT
ajset-589	35	13	%	%	INTJ
ajset-589	35	14	)	)	PUNCT
ajset-589	35	15	impact	impact	NOUN
ajset-589	35	16	(	(	PUNCT
ajset-589	35	17	number	number	NOUN
ajset-589	35	18	of	of	ADP
ajset-589	35	19	bottles	bottle	NOUN
ajset-589	35	20	per	per	ADP
ajset-589	35	21	day	day	NOUN
ajset-589	35	22	)	)	PUNCT
ajset-589	35	23	inefficient	inefficient	ADJ
ajset-589	35	24	process	process	NOUN
ajset-589	35	25	control	control	NOUN
ajset-589	35	26	and	and	CCONJ
ajset-589	35	27	automation	automation	NOUN
ajset-589	35	28	20	20	NUM
ajset-589	35	29	%	%	NOUN
ajset-589	35	30	10,000	10,000	NUM
ajset-589	35	31	fewer	few	ADJ
ajset-589	35	32	bottles	bottle	NOUN
ajset-589	35	33	equipment	equipment	NOUN
ajset-589	35	34	downtime	downtime	NOUN
ajset-589	35	35	and	and	CCONJ
ajset-589	35	36	maintenance	maintenance	NOUN
ajset-589	35	37	issues	issue	NOUN
ajset-589	35	38	25	25	NUM
ajset-589	35	39	%	%	NOUN
ajset-589	35	40	12,500	12,500	NUM
ajset-589	35	41	fewer	few	ADJ
ajset-589	35	42	bottles	bottle	NOUN
ajset-589	35	43	variability	variability	NOUN
ajset-589	35	44	in	in	ADP
ajset-589	35	45	raw	raw	ADJ
ajset-589	35	46	material	material	NOUN
ajset-589	35	47	quality	quality	NOUN
ajset-589	35	48	10	10	NUM
ajset-589	35	49	%	%	NOUN
ajset-589	35	50	5,000	5,000	NUM
ajset-589	35	51	fewer	few	ADJ
ajset-589	35	52	bottles	bottle	NOUN
ajset-589	35	53	suboptimal	suboptimal	ADJ
ajset-589	35	54	scheduling	scheduling	NOUN
ajset-589	35	55	and	and	CCONJ
ajset-589	35	56	resource	resource	NOUN
ajset-589	35	57	allocation	allocation	NOUN
ajset-589	35	58	15	15	NUM
ajset-589	35	59	%	%	NOUN
ajset-589	35	60	7,500	7,500	NUM
ajset-589	35	61	fewer	few	ADJ
ajset-589	35	62	bottles	bottle	NOUN
ajset-589	35	63	lengthy	lengthy	ADJ
ajset-589	35	64	fermentation	fermentation	NOUN
ajset-589	35	65	and	and	CCONJ
ajset-589	35	66	maturation	maturation	NOUN
ajset-589	35	67	times	time	NOUN
ajset-589	35	68	10	10	NUM
ajset-589	35	69	%	%	NOUN
ajset-589	35	70	5,000	5,000	NUM
ajset-589	35	71	fewer	few	ADJ
ajset-589	35	72	bottles	bottle	NOUN
ajset-589	35	73	limited	limit	VERB
ajset-589	35	74	data	datum	NOUN
ajset-589	35	75	utilization	utilization	NOUN
ajset-589	35	76	and	and	CCONJ
ajset-589	35	77	real	real	ADJ
ajset-589	35	78	-	-	PUNCT
ajset-589	35	79	time	time	NOUN
ajset-589	35	80	analytics	analytic	NOUN
ajset-589	35	81	8	8	NUM
ajset-589	35	82	%	%	NOUN
ajset-589	35	83	4,000	4,000	NUM
ajset-589	35	84	fewer	few	ADJ
ajset-589	35	85	bottles	bottle	NOUN
ajset-589	35	86	energy	energy	NOUN
ajset-589	35	87	constraints	constraint	NOUN
ajset-589	35	88	and	and	CCONJ
ajset-589	35	89	environmental	environmental	ADJ
ajset-589	35	90	regulations	regulation	NOUN
ajset-589	35	91	7	7	NUM
ajset-589	35	92	%	%	NOUN
ajset-589	35	93	3,500	3,500	NUM
ajset-589	35	94	fewer	few	ADJ
ajset-589	35	95	bottles	bottle	NOUN
ajset-589	35	96	labor	labor	NOUN
ajset-589	35	97	shortages	shortage	NOUN
ajset-589	35	98	and	and	CCONJ
ajset-589	35	99	skill	skill	NOUN
ajset-589	35	100	gaps	gap	VERB
ajset-589	35	101	5	5	NUM
ajset-589	35	102	%	%	NOUN
ajset-589	35	103	2,500	2,500	NUM
ajset-589	35	104	fewer	few	ADJ
ajset-589	35	105	bottles	bottle	NOUN
ajset-589	35	106	total	total	ADJ
ajset-589	35	107	production	production	NOUN
ajset-589	35	108	impact	impact	NOUN
ajset-589	35	109	100	100	NUM
ajset-589	35	110	%	%	NOUN
ajset-589	35	111	50,000	50,000	NUM
ajset-589	35	112	fewer	few	ADJ
ajset-589	35	113	bottles	bottle	NOUN
ajset-589	35	114	i	i	PRON
ajset-589	35	115	)	)	PUNCT
ajset-589	35	116	the	the	DET
ajset-589	35	117	table	table	NOUN
ajset-589	35	118	indicates	indicate	VERB
ajset-589	35	119	the	the	DET
ajset-589	35	120	estimated	estimate	VERB
ajset-589	35	121	contribution	contribution	NOUN
ajset-589	35	122	of	of	ADP
ajset-589	35	123	each	each	DET
ajset-589	35	124	cause	cause	NOUN
ajset-589	35	125	to	to	ADP
ajset-589	35	126	the	the	DET
ajset-589	35	127	reduction	reduction	NOUN
ajset-589	35	128	in	in	ADP
ajset-589	35	129	production	production	NOUN
ajset-589	35	130	capacity	capacity	NOUN
ajset-589	35	131	,	,	PUNCT
ajset-589	35	132	expressed	express	VERB
ajset-589	35	133	as	as	ADP
ajset-589	35	134	a	a	DET
ajset-589	35	135	percentage	percentage	NOUN
ajset-589	35	136	and	and	CCONJ
ajset-589	35	137	in	in	ADP
ajset-589	35	138	terms	term	NOUN
ajset-589	35	139	of	of	ADP
ajset-589	35	140	the	the	DET
ajset-589	35	141	reduction	reduction	NOUN
ajset-589	35	142	in	in	ADP
ajset-589	35	143	bottles	bottle	NOUN
ajset-589	35	144	of	of	ADP
ajset-589	35	145	drinks	drink	NOUN
ajset-589	35	146	produced	produce	VERB
ajset-589	35	147	per	per	ADP
ajset-589	35	148	day	day	NOUN
ajset-589	35	149	.	.	PUNCT
ajset-589	36	1	ii	ii	X
ajset-589	36	2	)	)	PUNCT
ajset-589	36	3	these	these	DET
ajset-589	36	4	values	value	NOUN
ajset-589	36	5	are	be	AUX
ajset-589	36	6	estimates	estimate	NOUN
ajset-589	36	7	and	and	CCONJ
ajset-589	36	8	may	may	AUX
ajset-589	36	9	vary	vary	VERB
ajset-589	36	10	based	base	VERB
ajset-589	36	11	on	on	ADP
ajset-589	36	12	the	the	DET
ajset-589	36	13	specific	specific	ADJ
ajset-589	36	14	brewery	brewery	NOUN
ajset-589	36	15	’s	’s	PART
ajset-589	36	16	production	production	NOUN
ajset-589	36	17	environment	environment	NOUN
ajset-589	36	18	and	and	CCONJ
ajset-589	36	19	operational	operational	ADJ
ajset-589	36	20	parameters	parameter	NOUN
ajset-589	36	21	.	.	PUNCT
ajset-589	37	1	to	to	PART
ajset-589	37	2	design	design	VERB
ajset-589	37	3	a	a	DET
ajset-589	37	4	conventional	conventional	ADJ
ajset-589	37	5	simulink	simulink	NOUN
ajset-589	37	6	model	model	NOUN
ajset-589	37	7	for	for	ADP
ajset-589	37	8	production	production	NOUN
ajset-589	37	9	processes	process	NOUN
ajset-589	37	10	in	in	ADP
ajset-589	37	11	the	the	DET
ajset-589	37	12	brewery	brewery	NOUN
ajset-589	37	13	industry	industry	NOUN
ajset-589	37	14	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajset-589	37	15	academic	academic	ADJ
ajset-589	37	16	journal	journal	NOUN
ajset-589	37	17	of	of	ADP
ajset-589	37	18	science	science	NOUN
ajset-589	37	19	,	,	PUNCT
ajset-589	37	20	engineering	engineering	NOUN
ajset-589	37	21	and	and	CCONJ
ajset-589	37	22	technology	technology	NOUN
ajset-589	37	23	vol	vol	NOUN
ajset-589	37	24	.	.	PROPN
ajset-589	37	25	10	10	NUM
ajset-589	37	26	,	,	PUNCT
ajset-589	37	27	issue	issue	NOUN
ajset-589	37	28	1	1	NUM
ajset-589	37	29	;	;	PUNCT
ajset-589	37	30	january	january	PROPN
ajset-589	37	31	-february	-february	PROPN
ajset-589	37	32	2025	2025	NUM
ajset-589	37	33	;	;	PUNCT
ajset-589	37	34	issn	issn	PROPN
ajset-589	37	35	:	:	PUNCT
ajset-589	37	36	2837	2837	NUM
ajset-589	37	37	-	-	SYM
ajset-589	37	38	2964	2964	NUM
ajset-589	37	39	impact	impact	NOUN
ajset-589	37	40	factor	factor	NOUN
ajset-589	37	41	:	:	PUNCT
ajset-589	37	42	7.67	7.67	NUM
ajset-589	37	43	1252	1252	NUM
ajset-589	37	44	columbia	columbia	PROPN
ajset-589	37	45	rd	rd	PROPN
ajset-589	37	46	nw	nw	PROPN
ajset-589	37	47	,	,	PUNCT
ajset-589	37	48	washington	washington	PROPN
ajset-589	37	49	dc	dc	PROPN
ajset-589	37	50	,	,	PUNCT
ajset-589	37	51	united	united	PROPN
ajset-589	37	52	states	states	PROPN
ajset-589	37	53	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	37	54	;	;	PUNCT
ajset-589	37	55	mail	mail	NOUN
ajset-589	37	56	:	:	PUNCT
ajset-589	37	57	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	38	1	24	24	NUM
ajset-589	39	1	|	|	ADV
ajset-589	39	2	a	a	DET
ajset-589	39	3	c	c	NOUN
ajset-589	39	4	a	a	PRON
ajset-589	39	5	d	d	X
ajset-589	39	6	e	e	NOUN
ajset-589	39	7	m	m	NOUN
ajset-589	39	8	i	i	NOUN
ajset-589	39	9	c	c	NOUN
ajset-589	39	10	j	j	NOUN
ajset-589	39	11	o	o	X
ajset-589	39	12	u	u	NOUN
ajset-589	39	13	r	r	NOUN
ajset-589	39	14	n	n	NOUN
ajset-589	39	15	a	a	DET
ajset-589	39	16	l	l	NOUN
ajset-589	40	1	o	o	X
ajset-589	40	2	f	f	X
ajset-589	40	3	s	s	X
ajset-589	40	4	c	c	NOUN
ajset-589	41	1	i	i	NOUN
ajset-589	41	2	e	e	PROPN
ajset-589	41	3	n	n	PROPN
ajset-589	41	4	c	c	NOUN
ajset-589	41	5	e	e	X
ajset-589	41	6	,	,	PUNCT
ajset-589	41	7	e	e	PROPN
ajset-589	41	8	n	n	PRON
ajset-589	41	9	g	g	NOUN
ajset-589	41	10	i	i	PRON
ajset-589	41	11	n	n	VERB
ajset-589	41	12	e	e	NOUN
ajset-589	41	13	e	e	NOUN
ajset-589	41	14	r	r	VERB
ajset-589	41	15	i	i	PRON
ajset-589	41	16	n	n	CCONJ
ajset-589	41	17	g	g	PROPN
ajset-589	41	18	a	a	DET
ajset-589	41	19	n	n	NOUN
ajset-589	41	20	d	d	NOUN
ajset-589	41	21	t	t	NOUN
ajset-589	41	22	e	e	X
ajset-589	41	23	c	c	NOUN
ajset-589	41	24	h	h	NOUN
ajset-589	41	25	n	n	ADV
ajset-589	41	26	o	o	NOUN
ajset-589	41	27	l	l	NOUN
ajset-589	42	1	o	o	X
ajset-589	42	2	g	g	NOUN
ajset-589	42	3	y	y	PROPN
ajset-589	42	4	|	|	ADV
ajset-589	42	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	42	6	figure	figure	NOUN
ajset-589	42	7	1.0	1.0	NUM
ajset-589	42	8	designed	design	VERB
ajset-589	42	9	conventional	conventional	ADJ
ajset-589	42	10	simulink	simulink	NOUN
ajset-589	42	11	model	model	NOUN
ajset-589	42	12	for	for	ADP
ajset-589	42	13	production	production	NOUN
ajset-589	42	14	processes	process	NOUN
ajset-589	42	15	in	in	ADP
ajset-589	42	16	the	the	DET
ajset-589	42	17	brewery	brewery	NOUN
ajset-589	42	18	industry	industry	NOUN
ajset-589	42	19	the	the	DET
ajset-589	42	20	results	result	NOUN
ajset-589	42	21	obtained	obtain	VERB
ajset-589	42	22	were	be	AUX
ajset-589	42	23	shown	show	VERB
ajset-589	42	24	in	in	ADP
ajset-589	42	25	figures	figure	NOUN
ajset-589	42	26	9.0	9.0	NUM
ajset-589	42	27	to	to	PART
ajset-589	42	28	11.0	11.0	NUM
ajset-589	42	29	sttation	sttation	NOUN
ajset-589	42	30	1	1	NUM
ajset-589	42	31	transfer	transfer	NOUN
ajset-589	42	32	and	and	CCONJ
ajset-589	42	33	loading	loading	NOUN
ajset-589	42	34	station	station	NOUN
ajset-589	42	35	2	2	NUM
ajset-589	42	36	filling	filling	NOUN
ajset-589	42	37	station	station	NOUN
ajset-589	42	38	3	3	NUM
ajset-589	42	39	capping	cap	VERB
ajset-589	42	40	variability	variability	NOUN
ajset-589	42	41	in	in	ADP
ajset-589	42	42	raw	raw	ADJ
ajset-589	42	43	material	material	NOUN
ajset-589	42	44	quality	quality	NOUN
ajset-589	42	45	in1	in1	ADJ
ajset-589	42	46	out1	out1	NOUN
ajset-589	42	47	unfilled	unfilled	ADJ
ajset-589	42	48	bottles	bottle	NOUN
ajset-589	42	49	in	in	ADP
ajset-589	42	50	1	1	NUM
ajset-589	42	51	o	o	NOUN
ajset-589	42	52	u	u	NOUN
ajset-589	42	53	t	t	PROPN
ajset-589	42	54	1	1	NUM
ajset-589	42	55	total	total	NOUN
ajset-589	42	56	production	production	NOUN
ajset-589	42	57	impact	impact	NOUN
ajset-589	42	58	in1out1	in1out1	ADP
ajset-589	42	59	in1	in1	ADJ
ajset-589	42	60	out1	out1	NOUN
ajset-589	42	61	out2	out2	NOUN
ajset-589	42	62	subsystem2	subsystem2	ADJ
ajset-589	43	1	in1	in1	ADJ
ajset-589	43	2	out1	out1	NOUN
ajset-589	43	3	in	in	ADP
ajset-589	43	4	1	1	NUM
ajset-589	43	5	o	o	NOUN
ajset-589	43	6	u	u	NOUN
ajset-589	43	7	t	t	PROPN
ajset-589	43	8	1	1	NUM
ajset-589	43	9	in1	in1	ADJ
ajset-589	43	10	out1	out1	NOUN
ajset-589	43	11	subsystem	subsystem	NOUN
ajset-589	43	12	suboptimal	suboptimal	ADJ
ajset-589	43	13	scheduling	scheduling	NOUN
ajset-589	43	14	and	and	CCONJ
ajset-589	43	15	resource	resource	NOUN
ajset-589	43	16	allocation	allocation	NOUN
ajset-589	43	17	in1	in1	ADJ
ajset-589	43	18	out1	out1	NOUN
ajset-589	43	19	scope	scope	NOUN
ajset-589	43	20	6	6	NUM
ajset-589	43	21	scope	scope	NOUN
ajset-589	43	22	5	5	NUM
ajset-589	43	23	no	no	NOUN
ajset-589	43	24	of	of	ADP
ajset-589	43	25	filled	fill	VERB
ajset-589	43	26	botles	botle	NOUN
ajset-589	44	1	5e+004	5e+004	NUM
ajset-589	44	2	no	no	NOUN
ajset-589	44	3	of	of	ADP
ajset-589	44	4	crates	crate	NOUN
ajset-589	44	5	in	in	ADP
ajset-589	44	6	1	1	NUM
ajset-589	44	7	o	o	NOUN
ajset-589	44	8	u	u	NOUN
ajset-589	44	9	t	t	PROPN
ajset-589	44	10	1	1	NUM
ajset-589	44	11	limited	limited	ADJ
ajset-589	44	12	data	data	NOUN
ajset-589	44	13	utilization	utilization	NOUN
ajset-589	44	14	and	and	CCONJ
ajset-589	44	15	real	real	ADJ
ajset-589	44	16	-time	-time	PROPN
ajset-589	44	17	analytics	analytic	NOUN
ajset-589	44	18	in1	in1	ADJ
ajset-589	44	19	out1	out1	NOUN
ajset-589	44	20	lengthy	lengthy	ADJ
ajset-589	44	21	fermentation	fermentation	NOUN
ajset-589	44	22	and	and	CCONJ
ajset-589	44	23	maturation	maturation	NOUN
ajset-589	44	24	times	time	NOUN
ajset-589	44	25	in1	in1	ADJ
ajset-589	44	26	out1	out1	NOUN
ajset-589	44	27	labor	labor	NOUN
ajset-589	44	28	shortages	shortage	NOUN
ajset-589	44	29	and	and	CCONJ
ajset-589	44	30	skill	skill	NOUN
ajset-589	44	31	gaps	gap	VERB
ajset-589	44	32	in1	in1	ADJ
ajset-589	44	33	out1	out1	NOUN
ajset-589	44	34	inefficient	inefficient	ADJ
ajset-589	44	35	process	process	NOUN
ajset-589	44	36	control	control	NOUN
ajset-589	44	37	and	and	CCONJ
ajset-589	44	38	automation	automation	NOUN
ajset-589	44	39	in1	in1	ADJ
ajset-589	44	40	out1	out1	NOUN
ajset-589	44	41	fill	fill	VERB
ajset-589	44	42	ing	ing	ADJ
ajset-589	44	43	system	system	NOUN
ajset-589	44	44	in	in	ADP
ajset-589	44	45	1	1	NUM
ajset-589	44	46	o	o	NOUN
ajset-589	44	47	u	u	NOUN
ajset-589	44	48	t	t	PROPN
ajset-589	44	49	1	1	NUM
ajset-589	44	50	equipment	equipment	NOUN
ajset-589	44	51	downtime	downtime	NOUN
ajset-589	44	52	and	and	CCONJ
ajset-589	44	53	maintenance	maintenance	NOUN
ajset-589	44	54	issues	issue	NOUN
ajset-589	44	55	in1	in1	ADJ
ajset-589	44	56	out1	out1	NOUN
ajset-589	44	57	energy	energy	NOUN
ajset-589	44	58	constraints	constraint	NOUN
ajset-589	44	59	and	and	CCONJ
ajset-589	44	60	environmental	environmental	ADJ
ajset-589	44	61	regulations	regulation	NOUN
ajset-589	44	62	in1	in1	ADJ
ajset-589	44	63	out1	out1	VERB
ajset-589	44	64	empty	empty	ADJ
ajset-589	44	65	bottles	bottle	NOUN
ajset-589	44	66	in	in	ADP
ajset-589	44	67	1	1	NUM
ajset-589	44	68	o	o	NOUN
ajset-589	44	69	u	u	NOUN
ajset-589	44	70	t	t	PROPN
ajset-589	44	71	1	1	NUM
ajset-589	44	72	display	display	NOUN
ajset-589	44	73	9	9	NUM
ajset-589	44	74	5e+004	5e+004	NUM
ajset-589	44	75	display	display	NOUN
ajset-589	44	76	8	8	NUM
ajset-589	44	77	5	5	NUM
ajset-589	44	78	display	display	NOUN
ajset-589	44	79	7	7	NUM
ajset-589	44	80	7	7	NUM
ajset-589	44	81	display	display	NOUN
ajset-589	44	82	6	6	NUM
ajset-589	44	83	8	8	NUM
ajset-589	44	84	display	display	NOUN
ajset-589	44	85	5	5	NUM
ajset-589	44	86	10	10	NUM
ajset-589	44	87	display	display	NOUN
ajset-589	44	88	4	4	NUM
ajset-589	44	89	15	15	NUM
ajset-589	44	90	display	display	NOUN
ajset-589	44	91	3	3	NUM
ajset-589	44	92	10	10	NUM
ajset-589	44	93	display	display	NOUN
ajset-589	44	94	2	2	NUM
ajset-589	44	95	25	25	NUM
ajset-589	44	96	display	display	NOUN
ajset-589	44	97	1	1	NUM
ajset-589	44	98	4165	4165	NUM
ajset-589	44	99	display	display	NOUN
ajset-589	44	100	20	20	NUM
ajset-589	44	101	conventional	conventional	ADJ
ajset-589	44	102	1	1	NUM
ajset-589	44	103	capping	cap	VERB
ajset-589	44	104	systemi	systemi	ADV
ajset-589	44	105	in	in	ADP
ajset-589	44	106	1	1	NUM
ajset-589	44	107	o	o	NOUN
ajset-589	44	108	u	u	NOUN
ajset-589	44	109	t	t	NOUN
ajset-589	44	110	1	1	NUM
ajset-589	44	111	capping	cap	VERB
ajset-589	44	112	in1	in1	ADJ
ajset-589	44	113	out1	out1	NOUN
ajset-589	44	114	out2	out2	PROPN
ajset-589	44	115	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajset-589	44	116	academic	academic	ADJ
ajset-589	44	117	journal	journal	NOUN
ajset-589	44	118	of	of	ADP
ajset-589	44	119	science	science	NOUN
ajset-589	44	120	,	,	PUNCT
ajset-589	44	121	engineering	engineering	NOUN
ajset-589	44	122	and	and	CCONJ
ajset-589	44	123	technology	technology	NOUN
ajset-589	44	124	vol	vol	NOUN
ajset-589	44	125	.	.	PROPN
ajset-589	44	126	10	10	NUM
ajset-589	44	127	,	,	PUNCT
ajset-589	44	128	issue	issue	NOUN
ajset-589	44	129	1	1	NUM
ajset-589	44	130	;	;	PUNCT
ajset-589	44	131	january	january	PROPN
ajset-589	44	132	-february	-february	PROPN
ajset-589	44	133	2025	2025	NUM
ajset-589	44	134	;	;	PUNCT
ajset-589	44	135	issn	issn	PROPN
ajset-589	44	136	:	:	PUNCT
ajset-589	44	137	2837	2837	NUM
ajset-589	44	138	-	-	SYM
ajset-589	44	139	2964	2964	NUM
ajset-589	44	140	impact	impact	NOUN
ajset-589	44	141	factor	factor	NOUN
ajset-589	44	142	:	:	PUNCT
ajset-589	44	143	7.67	7.67	NUM
ajset-589	44	144	1252	1252	NUM
ajset-589	44	145	columbia	columbia	PROPN
ajset-589	44	146	rd	rd	PROPN
ajset-589	44	147	nw	nw	PROPN
ajset-589	44	148	,	,	PUNCT
ajset-589	44	149	washington	washington	PROPN
ajset-589	44	150	dc	dc	PROPN
ajset-589	44	151	,	,	PUNCT
ajset-589	44	152	united	united	PROPN
ajset-589	44	153	states	states	PROPN
ajset-589	44	154	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	44	155	;	;	PUNCT
ajset-589	44	156	mail	mail	NOUN
ajset-589	44	157	:	:	PUNCT
ajset-589	44	158	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	45	1	25	25	NUM
ajset-589	46	1	|	|	ADV
ajset-589	46	2	a	a	DET
ajset-589	46	3	c	c	NOUN
ajset-589	46	4	a	a	PRON
ajset-589	46	5	d	d	X
ajset-589	46	6	e	e	NOUN
ajset-589	46	7	m	m	NOUN
ajset-589	46	8	i	i	NOUN
ajset-589	46	9	c	c	NOUN
ajset-589	46	10	j	j	NOUN
ajset-589	46	11	o	o	X
ajset-589	46	12	u	u	NOUN
ajset-589	46	13	r	r	NOUN
ajset-589	46	14	n	n	NOUN
ajset-589	46	15	a	a	DET
ajset-589	46	16	l	l	NOUN
ajset-589	47	1	o	o	X
ajset-589	47	2	f	f	X
ajset-589	47	3	s	s	X
ajset-589	47	4	c	c	NOUN
ajset-589	48	1	i	i	NOUN
ajset-589	48	2	e	e	PROPN
ajset-589	48	3	n	n	PROPN
ajset-589	48	4	c	c	NOUN
ajset-589	48	5	e	e	X
ajset-589	48	6	,	,	PUNCT
ajset-589	48	7	e	e	PROPN
ajset-589	48	8	n	n	PRON
ajset-589	48	9	g	g	NOUN
ajset-589	48	10	i	i	PRON
ajset-589	48	11	n	n	VERB
ajset-589	48	12	e	e	NOUN
ajset-589	48	13	e	e	NOUN
ajset-589	48	14	r	r	VERB
ajset-589	48	15	i	i	PRON
ajset-589	48	16	n	n	CCONJ
ajset-589	48	17	g	g	PROPN
ajset-589	48	18	a	a	DET
ajset-589	48	19	n	n	NOUN
ajset-589	48	20	d	d	NOUN
ajset-589	48	21	t	t	NOUN
ajset-589	48	22	e	e	X
ajset-589	48	23	c	c	NOUN
ajset-589	48	24	h	h	NOUN
ajset-589	48	25	n	n	ADV
ajset-589	48	26	o	o	NOUN
ajset-589	48	27	l	l	NOUN
ajset-589	49	1	o	o	X
ajset-589	49	2	g	g	NOUN
ajset-589	49	3	y	y	PROPN
ajset-589	49	4	|	|	ADV
ajset-589	49	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	49	6	to	to	PART
ajset-589	49	7	design	design	NOUN
ajset-589	49	8	machine	machine	NOUN
ajset-589	49	9	learning	learning	NOUN
ajset-589	49	10	rule	rule	NOUN
ajset-589	49	11	base	base	NOUN
ajset-589	49	12	that	that	PRON
ajset-589	49	13	will	will	AUX
ajset-589	49	14	reduce	reduce	VERB
ajset-589	49	15	the	the	DET
ajset-589	49	16	causes	cause	NOUN
ajset-589	49	17	of	of	ADP
ajset-589	49	18	poor	poor	ADJ
ajset-589	49	19	production	production	NOUN
ajset-589	49	20	capacity	capacity	NOUN
ajset-589	49	21	in	in	ADP
ajset-589	49	22	a	a	DET
ajset-589	49	23	brewery	brewery	NOUN
ajset-589	49	24	industry	industry	NOUN
ajset-589	49	25	and	and	CCONJ
ajset-589	49	26	simultaneously	simultaneously	ADV
ajset-589	49	27	increase	increase	VERB
ajset-589	49	28	the	the	DET
ajset-589	49	29	production	production	NOUN
ajset-589	49	30	capacity	capacity	NOUN
ajset-589	49	31	figure	figure	NOUN
ajset-589	49	32	2.0	2.0	NUM
ajset-589	49	33	machine	machine	NOUN
ajset-589	49	34	learning	learn	VERB
ajset-589	49	35	fuzzy	fuzzy	ADJ
ajset-589	49	36	inference	inference	NOUN
ajset-589	49	37	system	system	NOUN
ajset-589	49	38	machine	machine	NOUN
ajset-589	49	39	learning	learn	VERB
ajset-589	49	40	fuzzy	fuzzy	ADJ
ajset-589	49	41	inference	inference	NOUN
ajset-589	49	42	system	system	NOUN
ajset-589	49	43	was	be	AUX
ajset-589	49	44	designed	design	VERB
ajset-589	49	45	as	as	SCONJ
ajset-589	49	46	shown	show	VERB
ajset-589	49	47	in	in	ADP
ajset-589	49	48	figure	figure	NOUN
ajset-589	49	49	2.0	2.0	NUM
ajset-589	49	50	to	to	PART
ajset-589	49	51	reduce	reduce	VERB
ajset-589	49	52	the	the	DET
ajset-589	49	53	causes	cause	NOUN
ajset-589	49	54	of	of	ADP
ajset-589	49	55	poor	poor	ADJ
ajset-589	49	56	production	production	NOUN
ajset-589	49	57	capacity	capacity	NOUN
ajset-589	49	58	in	in	ADP
ajset-589	49	59	a	a	DET
ajset-589	49	60	brewery	brewery	NOUN
ajset-589	49	61	industry	industry	NOUN
ajset-589	49	62	and	and	CCONJ
ajset-589	49	63	simultaneously	simultaneously	ADV
ajset-589	49	64	increase	increase	VERB
ajset-589	49	65	the	the	DET
ajset-589	49	66	production	production	NOUN
ajset-589	49	67	capacity	capacity	NOUN
ajset-589	49	68	this	this	PRON
ajset-589	49	69	has	have	VERB
ajset-589	49	70	three	three	NUM
ajset-589	49	71	inputs	input	NOUN
ajset-589	49	72	of	of	ADP
ajset-589	49	73	causes	cause	NOUN
ajset-589	49	74	of	of	ADP
ajset-589	49	75	poor	poor	ADJ
ajset-589	49	76	production	production	NOUN
ajset-589	49	77	capacity	capacity	NOUN
ajset-589	49	78	,	,	PUNCT
ajset-589	49	79	total	total	ADJ
ajset-589	49	80	production	production	NOUN
ajset-589	49	81	capacity	capacity	NOUN
ajset-589	49	82	and	and	CCONJ
ajset-589	49	83	detecting	detect	VERB
ajset-589	49	84	sensor	sensor	NOUN
ajset-589	49	85	.	.	PUNCT
ajset-589	50	1	it	it	PRON
ajset-589	50	2	also	also	ADV
ajset-589	50	3	has	have	VERB
ajset-589	50	4	an	an	DET
ajset-589	50	5	output	output	NOUN
ajset-589	50	6	of	of	ADP
ajset-589	50	7	result	result	NOUN
ajset-589	50	8	.	.	PUNCT
ajset-589	51	1	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajset-589	51	2	academic	academic	ADJ
ajset-589	51	3	journal	journal	NOUN
ajset-589	51	4	of	of	ADP
ajset-589	51	5	science	science	NOUN
ajset-589	51	6	,	,	PUNCT
ajset-589	51	7	engineering	engineering	NOUN
ajset-589	51	8	and	and	CCONJ
ajset-589	51	9	technology	technology	NOUN
ajset-589	51	10	vol	vol	NOUN
ajset-589	51	11	.	.	PROPN
ajset-589	51	12	10	10	NUM
ajset-589	51	13	,	,	PUNCT
ajset-589	51	14	issue	issue	NOUN
ajset-589	51	15	1	1	NUM
ajset-589	51	16	;	;	PUNCT
ajset-589	51	17	january	january	PROPN
ajset-589	51	18	-february	-february	PROPN
ajset-589	51	19	2025	2025	NUM
ajset-589	51	20	;	;	PUNCT
ajset-589	51	21	issn	issn	PROPN
ajset-589	51	22	:	:	PUNCT
ajset-589	51	23	2837	2837	NUM
ajset-589	51	24	-	-	SYM
ajset-589	51	25	2964	2964	NUM
ajset-589	51	26	impact	impact	NOUN
ajset-589	51	27	factor	factor	NOUN
ajset-589	51	28	:	:	PUNCT
ajset-589	51	29	7.67	7.67	NUM
ajset-589	51	30	1252	1252	NUM
ajset-589	51	31	columbia	columbia	PROPN
ajset-589	51	32	rd	rd	PROPN
ajset-589	51	33	nw	nw	PROPN
ajset-589	51	34	,	,	PUNCT
ajset-589	51	35	washington	washington	PROPN
ajset-589	51	36	dc	dc	PROPN
ajset-589	51	37	,	,	PUNCT
ajset-589	51	38	united	united	PROPN
ajset-589	51	39	states	states	PROPN
ajset-589	51	40	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	51	41	;	;	PUNCT
ajset-589	51	42	mail	mail	NOUN
ajset-589	51	43	:	:	PUNCT
ajset-589	51	44	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	52	1	26	26	NUM
ajset-589	53	1	|	|	ADV
ajset-589	53	2	a	a	DET
ajset-589	53	3	c	c	NOUN
ajset-589	53	4	a	a	PRON
ajset-589	53	5	d	d	X
ajset-589	53	6	e	e	NOUN
ajset-589	53	7	m	m	NOUN
ajset-589	53	8	i	i	NOUN
ajset-589	53	9	c	c	NOUN
ajset-589	53	10	j	j	NOUN
ajset-589	53	11	o	o	X
ajset-589	53	12	u	u	NOUN
ajset-589	53	13	r	r	NOUN
ajset-589	53	14	n	n	NOUN
ajset-589	53	15	a	a	DET
ajset-589	53	16	l	l	NOUN
ajset-589	54	1	o	o	X
ajset-589	54	2	f	f	X
ajset-589	54	3	s	s	X
ajset-589	54	4	c	c	NOUN
ajset-589	55	1	i	i	NOUN
ajset-589	55	2	e	e	PROPN
ajset-589	55	3	n	n	PROPN
ajset-589	55	4	c	c	NOUN
ajset-589	55	5	e	e	X
ajset-589	55	6	,	,	PUNCT
ajset-589	55	7	e	e	PROPN
ajset-589	55	8	n	n	PRON
ajset-589	55	9	g	g	NOUN
ajset-589	55	10	i	i	PRON
ajset-589	55	11	n	n	VERB
ajset-589	55	12	e	e	NOUN
ajset-589	55	13	e	e	NOUN
ajset-589	55	14	r	r	VERB
ajset-589	55	15	i	i	PRON
ajset-589	55	16	n	n	CCONJ
ajset-589	55	17	g	g	PROPN
ajset-589	55	18	a	a	DET
ajset-589	55	19	n	n	NOUN
ajset-589	55	20	d	d	NOUN
ajset-589	55	21	t	t	NOUN
ajset-589	55	22	e	e	X
ajset-589	55	23	c	c	NOUN
ajset-589	55	24	h	h	NOUN
ajset-589	55	25	n	n	ADV
ajset-589	55	26	o	o	NOUN
ajset-589	55	27	l	l	NOUN
ajset-589	56	1	o	o	X
ajset-589	56	2	g	g	NOUN
ajset-589	56	3	y	y	PROPN
ajset-589	56	4	|	|	ADV
ajset-589	56	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	56	6	figure	figure	NOUN
ajset-589	56	7	3.0	3.0	NUM
ajset-589	56	8	machine	machine	NOUN
ajset-589	56	9	learning	learn	VERB
ajset-589	56	10	rule	rule	NOUN
ajset-589	56	11	base	base	NOUN
ajset-589	56	12	machine	machine	NOUN
ajset-589	56	13	learning	learning	NOUN
ajset-589	56	14	rule	rule	NOUN
ajset-589	56	15	base	base	NOUN
ajset-589	56	16	was	be	AUX
ajset-589	56	17	also	also	ADV
ajset-589	56	18	designed	design	VERB
ajset-589	56	19	to	to	PART
ajset-589	56	20	reduce	reduce	VERB
ajset-589	56	21	the	the	DET
ajset-589	56	22	causes	cause	NOUN
ajset-589	56	23	of	of	ADP
ajset-589	56	24	poor	poor	ADJ
ajset-589	56	25	production	production	NOUN
ajset-589	56	26	capacity	capacity	NOUN
ajset-589	56	27	in	in	ADP
ajset-589	56	28	a	a	DET
ajset-589	56	29	brewery	brewery	NOUN
ajset-589	56	30	industry	industry	NOUN
ajset-589	56	31	and	and	CCONJ
ajset-589	56	32	simultaneously	simultaneously	ADV
ajset-589	56	33	increase	increase	VERB
ajset-589	56	34	the	the	DET
ajset-589	56	35	production	production	NOUN
ajset-589	56	36	capacity	capacity	NOUN
ajset-589	56	37	these	these	DET
ajset-589	56	38	rules	rule	NOUN
ajset-589	56	39	were	be	AUX
ajset-589	56	40	extensively	extensively	ADV
ajset-589	56	41	elucidated	elucidated	ADJ
ajset-589	56	42	in	in	ADP
ajset-589	56	43	table	table	NOUN
ajset-589	56	44	2	2	NUM
ajset-589	56	45	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajset-589	56	46	academic	academic	ADJ
ajset-589	56	47	journal	journal	NOUN
ajset-589	56	48	of	of	ADP
ajset-589	56	49	science	science	NOUN
ajset-589	56	50	,	,	PUNCT
ajset-589	56	51	engineering	engineering	NOUN
ajset-589	56	52	and	and	CCONJ
ajset-589	56	53	technology	technology	NOUN
ajset-589	56	54	vol	vol	NOUN
ajset-589	56	55	.	.	PROPN
ajset-589	57	1	10	10	NUM
ajset-589	57	2	,	,	PUNCT
ajset-589	57	3	issue	issue	NOUN
ajset-589	57	4	1	1	NUM
ajset-589	57	5	;	;	PUNCT
ajset-589	57	6	january	january	PROPN
ajset-589	57	7	-february	-february	PROPN
ajset-589	57	8	2025	2025	NUM
ajset-589	57	9	;	;	PUNCT
ajset-589	57	10	issn	issn	PROPN
ajset-589	57	11	:	:	PUNCT
ajset-589	57	12	2837	2837	NUM
ajset-589	57	13	-	-	SYM
ajset-589	57	14	2964	2964	NUM
ajset-589	57	15	impact	impact	NOUN
ajset-589	57	16	factor	factor	NOUN
ajset-589	57	17	:	:	PUNCT
ajset-589	57	18	7.67	7.67	NUM
ajset-589	57	19	1252	1252	NUM
ajset-589	57	20	columbia	columbia	PROPN
ajset-589	57	21	rd	rd	PROPN
ajset-589	57	22	nw	nw	PROPN
ajset-589	57	23	,	,	PUNCT
ajset-589	57	24	washington	washington	PROPN
ajset-589	57	25	dc	dc	PROPN
ajset-589	57	26	,	,	PUNCT
ajset-589	57	27	united	united	PROPN
ajset-589	57	28	states	states	PROPN
ajset-589	57	29	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	57	30	;	;	PUNCT
ajset-589	57	31	mail	mail	NOUN
ajset-589	57	32	:	:	PUNCT
ajset-589	57	33	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	58	1	27	27	NUM
ajset-589	59	1	|	|	ADV
ajset-589	59	2	a	a	DET
ajset-589	59	3	c	c	NOUN
ajset-589	59	4	a	a	PRON
ajset-589	59	5	d	d	X
ajset-589	59	6	e	e	NOUN
ajset-589	59	7	m	m	NOUN
ajset-589	59	8	i	i	NOUN
ajset-589	59	9	c	c	NOUN
ajset-589	59	10	j	j	NOUN
ajset-589	59	11	o	o	X
ajset-589	59	12	u	u	NOUN
ajset-589	59	13	r	r	NOUN
ajset-589	59	14	n	n	NOUN
ajset-589	59	15	a	a	DET
ajset-589	59	16	l	l	NOUN
ajset-589	60	1	o	o	X
ajset-589	60	2	f	f	X
ajset-589	60	3	s	s	X
ajset-589	60	4	c	c	NOUN
ajset-589	61	1	i	i	NOUN
ajset-589	61	2	e	e	PROPN
ajset-589	61	3	n	n	PROPN
ajset-589	61	4	c	c	NOUN
ajset-589	61	5	e	e	X
ajset-589	61	6	,	,	PUNCT
ajset-589	61	7	e	e	PROPN
ajset-589	61	8	n	n	PRON
ajset-589	61	9	g	g	NOUN
ajset-589	61	10	i	i	PRON
ajset-589	61	11	n	n	VERB
ajset-589	61	12	e	e	NOUN
ajset-589	61	13	e	e	NOUN
ajset-589	61	14	r	r	VERB
ajset-589	61	15	i	i	PRON
ajset-589	61	16	n	n	CCONJ
ajset-589	61	17	g	g	PROPN
ajset-589	61	18	a	a	DET
ajset-589	61	19	n	n	NOUN
ajset-589	61	20	d	d	NOUN
ajset-589	61	21	t	t	NOUN
ajset-589	61	22	e	e	X
ajset-589	61	23	c	c	NOUN
ajset-589	61	24	h	h	NOUN
ajset-589	61	25	n	n	ADV
ajset-589	61	26	o	o	NOUN
ajset-589	61	27	l	l	NOUN
ajset-589	62	1	o	o	X
ajset-589	62	2	g	g	NOUN
ajset-589	62	3	y	y	PROPN
ajset-589	62	4	|	|	ADV
ajset-589	62	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	62	6	table	table	NOUN
ajset-589	62	7	2	2	NUM
ajset-589	62	8	.	.	NOUN
ajset-589	62	9	0	0	NUM
ajset-589	62	10	:	:	PUNCT
ajset-589	62	11	machine	machine	NOUN
ajset-589	62	12	learning	learn	VERB
ajset-589	62	13	rule	rule	NOUN
ajset-589	62	14	base	base	NOUN
ajset-589	62	15	the	the	DET
ajset-589	62	16	comprehensive	comprehensive	ADJ
ajset-589	62	17	rules	rule	NOUN
ajset-589	62	18	of	of	ADP
ajset-589	62	19	designed	design	VERB
ajset-589	62	20	machine	machine	NOUN
ajset-589	62	21	learning	learning	NOUN
ajset-589	62	22	rule	rule	NOUN
ajset-589	62	23	base	base	NOUN
ajset-589	62	24	,	,	PUNCT
ajset-589	62	25	that	that	PRON
ajset-589	62	26	will	will	AUX
ajset-589	62	27	reduce	reduce	VERB
ajset-589	62	28	the	the	DET
ajset-589	62	29	causes	cause	NOUN
ajset-589	62	30	of	of	ADP
ajset-589	62	31	poor	poor	ADJ
ajset-589	62	32	production	production	NOUN
ajset-589	62	33	capacity	capacity	NOUN
ajset-589	62	34	in	in	ADP
ajset-589	62	35	a	a	DET
ajset-589	62	36	brewery	brewery	NOUN
ajset-589	62	37	industry	industry	NOUN
ajset-589	62	38	and	and	CCONJ
ajset-589	62	39	simultaneously	simultaneously	ADV
ajset-589	62	40	increase	increase	VERB
ajset-589	62	41	the	the	DET
ajset-589	62	42	production	production	NOUN
ajset-589	62	43	capacity	capacity	NOUN
ajset-589	62	44	is	be	AUX
ajset-589	62	45	shown	show	VERB
ajset-589	62	46	in	in	ADP
ajset-589	62	47	table	table	NOUN
ajset-589	62	48	2.0	2.0	NUM
ajset-589	62	49	1	1	NUM
ajset-589	62	50	if	if	SCONJ
ajset-589	62	51	causes	cause	NOUN
ajset-589	62	52	of	of	ADP
ajset-589	62	53	poor	poor	ADJ
ajset-589	62	54	production	production	NOUN
ajset-589	62	55	capacity	capacity	NOUN
ajset-589	62	56	is	be	AUX
ajset-589	62	57	high	high	ADV
ajset-589	62	58	reduce	reduce	VERB
ajset-589	62	59	and	and	CCONJ
ajset-589	62	60	total	total	ADJ
ajset-589	62	61	production	production	NOUN
ajset-589	62	62	capacity	capacity	NOUN
ajset-589	62	63	is	be	AUX
ajset-589	62	64	low	low	ADJ
ajset-589	62	65	improve	improve	VERB
ajset-589	62	66	and	and	CCONJ
ajset-589	62	67	detecting	detect	VERB
ajset-589	62	68	sensor	sensor	NOUN
ajset-589	62	69	is	be	AUX
ajset-589	62	70	not	not	PART
ajset-589	62	71	effective	effective	ADJ
ajset-589	62	72	rectify	rectify	NOUN
ajset-589	62	73	then	then	ADV
ajset-589	62	74	result	result	NOUN
ajset-589	62	75	is	be	AUX
ajset-589	62	76	poor	poor	ADJ
ajset-589	62	77	production	production	NOUN
ajset-589	62	78	capacity	capacity	NOUN
ajset-589	62	79	in	in	ADP
ajset-589	62	80	brewery	brewery	NOUN
ajset-589	62	81	industry	industry	NOUN
ajset-589	62	82	2	2	NUM
ajset-589	62	83	if	if	SCONJ
ajset-589	62	84	causes	cause	NOUN
ajset-589	62	85	of	of	ADP
ajset-589	62	86	poor	poor	ADJ
ajset-589	62	87	production	production	NOUN
ajset-589	62	88	capacity	capacity	NOUN
ajset-589	62	89	is	be	AUX
ajset-589	62	90	partially	partially	ADV
ajset-589	62	91	high	high	ADJ
ajset-589	62	92	reduce	reduce	VERB
ajset-589	62	93	and	and	CCONJ
ajset-589	62	94	total	total	ADJ
ajset-589	62	95	production	production	NOUN
ajset-589	62	96	capacity	capacity	NOUN
ajset-589	62	97	is	be	AUX
ajset-589	62	98	partially	partially	ADV
ajset-589	62	99	low	low	ADJ
ajset-589	62	100	improve	improve	VERB
ajset-589	62	101	and	and	CCONJ
ajset-589	62	102	detecting	detect	VERB
ajset-589	62	103	sensor	sensor	NOUN
ajset-589	62	104	is	be	AUX
ajset-589	62	105	partially	partially	ADV
ajset-589	62	106	not	not	PART
ajset-589	62	107	effective	effective	ADJ
ajset-589	62	108	rectify	rectify	NOUN
ajset-589	62	109	then	then	ADV
ajset-589	62	110	result	result	NOUN
ajset-589	62	111	is	be	AUX
ajset-589	62	112	poor	poor	ADJ
ajset-589	62	113	production	production	NOUN
ajset-589	62	114	capacity	capacity	NOUN
ajset-589	62	115	in	in	ADP
ajset-589	62	116	brewery	brewery	NOUN
ajset-589	62	117	industry	industry	NOUN
ajset-589	62	118	3	3	NUM
ajset-589	62	119	if	if	SCONJ
ajset-589	62	120	causes	cause	NOUN
ajset-589	62	121	of	of	ADP
ajset-589	62	122	poor	poor	ADJ
ajset-589	62	123	production	production	NOUN
ajset-589	62	124	capacity	capacity	NOUN
ajset-589	62	125	is	be	AUX
ajset-589	62	126	high	high	ADV
ajset-589	62	127	reduce	reduce	VERB
ajset-589	62	128	and	and	CCONJ
ajset-589	62	129	total	total	ADJ
ajset-589	62	130	production	production	NOUN
ajset-589	62	131	capacity	capacity	NOUN
ajset-589	62	132	is	be	AUX
ajset-589	62	133	partially	partially	ADV
ajset-589	62	134	low	low	ADJ
ajset-589	62	135	improve	improve	VERB
ajset-589	62	136	and	and	CCONJ
ajset-589	62	137	detecting	detect	VERB
ajset-589	62	138	sensor	sensor	NOUN
ajset-589	62	139	is	be	AUX
ajset-589	62	140	not	not	PART
ajset-589	62	141	effective	effective	ADJ
ajset-589	62	142	rectify	rectify	NOUN
ajset-589	62	143	then	then	ADV
ajset-589	62	144	result	result	NOUN
ajset-589	62	145	is	be	AUX
ajset-589	62	146	poor	poor	ADJ
ajset-589	62	147	production	production	NOUN
ajset-589	62	148	capacity	capacity	NOUN
ajset-589	62	149	in	in	ADP
ajset-589	62	150	brewery	brewery	NOUN
ajset-589	62	151	industry	industry	NOUN
ajset-589	62	152	4	4	NUM
ajset-589	62	153	if	if	SCONJ
ajset-589	62	154	causes	cause	NOUN
ajset-589	62	155	of	of	ADP
ajset-589	62	156	poor	poor	ADJ
ajset-589	62	157	production	production	NOUN
ajset-589	62	158	capacity	capacity	NOUN
ajset-589	62	159	is	be	AUX
ajset-589	62	160	low	low	ADV
ajset-589	62	161	retain	retain	VERB
ajset-589	62	162	and	and	CCONJ
ajset-589	62	163	total	total	ADJ
ajset-589	62	164	production	production	NOUN
ajset-589	62	165	capacity	capacity	NOUN
ajset-589	62	166	is	be	AUX
ajset-589	62	167	high	high	ADV
ajset-589	62	168	retain	retain	VERB
ajset-589	62	169	and	and	CCONJ
ajset-589	62	170	detecting	detect	VERB
ajset-589	62	171	sensor	sensor	NOUN
ajset-589	62	172	is	be	AUX
ajset-589	62	173	effective	effective	ADJ
ajset-589	62	174	retain	retain	NOUN
ajset-589	62	175	then	then	ADV
ajset-589	62	176	result	result	NOUN
ajset-589	62	177	is	be	AUX
ajset-589	62	178	high	high	ADJ
ajset-589	62	179	production	production	NOUN
ajset-589	62	180	capacity	capacity	NOUN
ajset-589	62	181	in	in	ADP
ajset-589	62	182	brewery	brewery	NOUN
ajset-589	62	183	industry	industry	NOUN
ajset-589	62	184	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajset-589	62	185	academic	academic	ADJ
ajset-589	62	186	journal	journal	NOUN
ajset-589	62	187	of	of	ADP
ajset-589	62	188	science	science	NOUN
ajset-589	62	189	,	,	PUNCT
ajset-589	62	190	engineering	engineering	NOUN
ajset-589	62	191	and	and	CCONJ
ajset-589	62	192	technology	technology	NOUN
ajset-589	62	193	vol	vol	NOUN
ajset-589	62	194	.	.	PROPN
ajset-589	62	195	10	10	NUM
ajset-589	62	196	,	,	PUNCT
ajset-589	62	197	issue	issue	NOUN
ajset-589	62	198	1	1	NUM
ajset-589	62	199	;	;	PUNCT
ajset-589	62	200	january	january	PROPN
ajset-589	62	201	-february	-february	PROPN
ajset-589	62	202	2025	2025	NUM
ajset-589	62	203	;	;	PUNCT
ajset-589	62	204	issn	issn	PROPN
ajset-589	62	205	:	:	PUNCT
ajset-589	62	206	2837	2837	NUM
ajset-589	62	207	-	-	SYM
ajset-589	62	208	2964	2964	NUM
ajset-589	62	209	impact	impact	NOUN
ajset-589	62	210	factor	factor	NOUN
ajset-589	62	211	:	:	PUNCT
ajset-589	62	212	7.67	7.67	NUM
ajset-589	62	213	1252	1252	NUM
ajset-589	62	214	columbia	columbia	PROPN
ajset-589	62	215	rd	rd	PROPN
ajset-589	62	216	nw	nw	PROPN
ajset-589	62	217	,	,	PUNCT
ajset-589	62	218	washington	washington	PROPN
ajset-589	62	219	dc	dc	PROPN
ajset-589	62	220	,	,	PUNCT
ajset-589	62	221	united	united	PROPN
ajset-589	62	222	states	states	PROPN
ajset-589	62	223	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	62	224	;	;	PUNCT
ajset-589	62	225	mail	mail	NOUN
ajset-589	62	226	:	:	PUNCT
ajset-589	62	227	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	63	1	28	28	NUM
ajset-589	64	1	|	|	ADV
ajset-589	64	2	a	a	DET
ajset-589	64	3	c	c	NOUN
ajset-589	64	4	a	a	PRON
ajset-589	64	5	d	d	X
ajset-589	64	6	e	e	NOUN
ajset-589	64	7	m	m	NOUN
ajset-589	64	8	i	i	NOUN
ajset-589	64	9	c	c	NOUN
ajset-589	64	10	j	j	NOUN
ajset-589	64	11	o	o	X
ajset-589	64	12	u	u	NOUN
ajset-589	64	13	r	r	NOUN
ajset-589	64	14	n	n	NOUN
ajset-589	64	15	a	a	DET
ajset-589	64	16	l	l	NOUN
ajset-589	65	1	o	o	X
ajset-589	65	2	f	f	X
ajset-589	65	3	s	s	X
ajset-589	65	4	c	c	NOUN
ajset-589	66	1	i	i	NOUN
ajset-589	66	2	e	e	PROPN
ajset-589	66	3	n	n	PROPN
ajset-589	66	4	c	c	NOUN
ajset-589	66	5	e	e	X
ajset-589	66	6	,	,	PUNCT
ajset-589	66	7	e	e	PROPN
ajset-589	66	8	n	n	PRON
ajset-589	66	9	g	g	NOUN
ajset-589	66	10	i	i	PRON
ajset-589	66	11	n	n	VERB
ajset-589	66	12	e	e	NOUN
ajset-589	66	13	e	e	NOUN
ajset-589	66	14	r	r	VERB
ajset-589	66	15	i	i	PRON
ajset-589	66	16	n	n	CCONJ
ajset-589	66	17	g	g	PROPN
ajset-589	66	18	a	a	DET
ajset-589	66	19	n	n	NOUN
ajset-589	66	20	d	d	NOUN
ajset-589	66	21	t	t	NOUN
ajset-589	66	22	e	e	X
ajset-589	66	23	c	c	NOUN
ajset-589	66	24	h	h	NOUN
ajset-589	66	25	n	n	ADV
ajset-589	66	26	o	o	NOUN
ajset-589	66	27	l	l	NOUN
ajset-589	67	1	o	o	X
ajset-589	67	2	g	g	NOUN
ajset-589	67	3	y	y	PROPN
ajset-589	67	4	|	|	ADV
ajset-589	67	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	67	6	figure	figure	NOUN
ajset-589	67	7	4.0	4.0	NUM
ajset-589	67	8	:	:	PUNCT
ajset-589	67	9	operational	operational	ADJ
ajset-589	67	10	application	application	NOUN
ajset-589	67	11	of	of	ADP
ajset-589	67	12	the	the	DET
ajset-589	67	13	four	four	NUM
ajset-589	67	14	rules	rule	NOUN
ajset-589	67	15	to	to	PART
ajset-589	67	16	train	train	VERB
ajset-589	67	17	ann	ann	PROPN
ajset-589	67	18	in	in	ADP
ajset-589	67	19	the	the	DET
ajset-589	67	20	designed	design	VERB
ajset-589	67	21	machine	machine	NOUN
ajset-589	67	22	learning	learn	VERB
ajset-589	67	23	rule	rule	NOUN
ajset-589	67	24	base	base	NOUN
ajset-589	67	25	for	for	ADP
ajset-589	67	26	effective	effective	ADJ
ajset-589	67	27	reduction	reduction	NOUN
ajset-589	67	28	of	of	ADP
ajset-589	67	29	the	the	DET
ajset-589	67	30	causes	cause	NOUN
ajset-589	67	31	of	of	ADP
ajset-589	67	32	poor	poor	ADJ
ajset-589	67	33	production	production	NOUN
ajset-589	67	34	capacity	capacity	NOUN
ajset-589	67	35	in	in	ADP
ajset-589	67	36	a	a	DET
ajset-589	67	37	brewery	brewery	NOUN
ajset-589	67	38	industry	industry	NOUN
ajset-589	67	39	and	and	CCONJ
ajset-589	67	40	simultaneously	simultaneously	ADV
ajset-589	67	41	increase	increase	VERB
ajset-589	67	42	the	the	DET
ajset-589	67	43	production	production	NOUN
ajset-589	67	44	capacity	capacity	NOUN
ajset-589	67	45	,	,	PUNCT
ajset-589	67	46	was	be	AUX
ajset-589	67	47	shown	show	VERB
ajset-589	67	48	in	in	ADP
ajset-589	67	49	the	the	DET
ajset-589	67	50	operation	operation	NOUN
ajset-589	67	51	of	of	ADP
ajset-589	67	52	the	the	DET
ajset-589	67	53	four	four	NUM
ajset-589	67	54	rules	rule	NOUN
ajset-589	67	55	i	i	PRON
ajset-589	67	56	figure	figure	VERB
ajset-589	67	57	4.0	4.0	NUM
ajset-589	67	58	out	out	ADV
ajset-589	67	59	1	1	NUM
ajset-589	67	60	1	1	NUM
ajset-589	67	61	demux	demux	PROPN
ajset-589	67	62	demux	demux	PROPN
ajset-589	67	63	demux	demux	PROPN
ajset-589	67	64	demux	demux	PROPN
ajset-589	67	65	zero	zero	NUM
ajset-589	67	66	firing	firing	NOUN
ajset-589	67	67	strength	strength	NOUN
ajset-589	67	68	?	?	PUNCT
ajset-589	68	1	>	>	X
ajset-589	68	2	0	0	NUM
ajset-589	69	1	total	total	ADJ
ajset-589	69	2	firing	firing	NOUN
ajset-589	69	3	strength	strength	NOUN
ajset-589	69	4	totalproductioncapacity	totalproductioncapacity	NOUN
ajset-589	69	5	input	input	NOUN
ajset-589	69	6	mf	mf	PRON
ajset-589	69	7	switch	switch	NOUN
ajset-589	69	8	rule	rule	VERB
ajset-589	69	9	4	4	NUM
ajset-589	69	10	rule	rule	NOUN
ajset-589	69	11	rule	rule	NOUN
ajset-589	69	12	3	3	NUM
ajset-589	69	13	rule	rule	NOUN
ajset-589	69	14	rule	rule	NOUN
ajset-589	69	15	2	2	NUM
ajset-589	69	16	rule	rule	NOUN
ajset-589	69	17	rule	rule	NOUN
ajset-589	69	18	1	1	NUM
ajset-589	69	19	rule	rule	NOUN
ajset-589	69	20	result	result	NOUN
ajset-589	69	21	output	output	NOUN
ajset-589	69	22	mf	mf	PRON
ajset-589	69	23	midrange	midrange	ADJ
ajset-589	69	24	-cdemux	-cdemux	PROPN
ajset-589	69	25	defuzzification	defuzzification	NOUN
ajset-589	69	26	1	1	NUM
ajset-589	69	27	coa	coa	NOUN
ajset-589	69	28	detectingsensor	detectingsensor	NOUN
ajset-589	69	29	input	input	NOUN
ajset-589	69	30	mf	mf	NOUN
ajset-589	69	31	causesofpoorproductioncapacity	causesofpoorproductioncapacity	NOUN
ajset-589	69	32	input	input	NOUN
ajset-589	69	33	mf	mf	PUNCT
ajset-589	69	34	aggmethod	aggmethod	NOUN
ajset-589	69	35	1	1	NUM
ajset-589	69	36	max	max	PROPN
ajset-589	69	37	in1	in1	ADJ
ajset-589	69	38	1	1	NUM
ajset-589	69	39	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajset-589	69	40	academic	academic	ADJ
ajset-589	69	41	journal	journal	NOUN
ajset-589	69	42	of	of	ADP
ajset-589	69	43	science	science	NOUN
ajset-589	69	44	,	,	PUNCT
ajset-589	69	45	engineering	engineering	NOUN
ajset-589	69	46	and	and	CCONJ
ajset-589	69	47	technology	technology	NOUN
ajset-589	69	48	vol	vol	NOUN
ajset-589	69	49	.	.	PROPN
ajset-589	69	50	10	10	NUM
ajset-589	69	51	,	,	PUNCT
ajset-589	69	52	issue	issue	NOUN
ajset-589	69	53	1	1	NUM
ajset-589	69	54	;	;	PUNCT
ajset-589	69	55	january	january	PROPN
ajset-589	69	56	-february	-february	PROPN
ajset-589	69	57	2025	2025	NUM
ajset-589	69	58	;	;	PUNCT
ajset-589	69	59	issn	issn	PROPN
ajset-589	69	60	:	:	PUNCT
ajset-589	69	61	2837	2837	NUM
ajset-589	69	62	-	-	SYM
ajset-589	69	63	2964	2964	NUM
ajset-589	69	64	impact	impact	NOUN
ajset-589	69	65	factor	factor	NOUN
ajset-589	69	66	:	:	PUNCT
ajset-589	69	67	7.67	7.67	NUM
ajset-589	69	68	1252	1252	NUM
ajset-589	69	69	columbia	columbia	PROPN
ajset-589	69	70	rd	rd	PROPN
ajset-589	69	71	nw	nw	PROPN
ajset-589	69	72	,	,	PUNCT
ajset-589	69	73	washington	washington	PROPN
ajset-589	69	74	dc	dc	PROPN
ajset-589	69	75	,	,	PUNCT
ajset-589	69	76	united	united	PROPN
ajset-589	69	77	states	states	PROPN
ajset-589	69	78	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	69	79	;	;	PUNCT
ajset-589	69	80	mail	mail	NOUN
ajset-589	69	81	:	:	PUNCT
ajset-589	69	82	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	69	83	29	29	NUM
ajset-589	70	1	|	|	ADV
ajset-589	70	2	a	a	DET
ajset-589	70	3	c	c	NOUN
ajset-589	70	4	a	a	PRON
ajset-589	70	5	d	d	X
ajset-589	70	6	e	e	NOUN
ajset-589	70	7	m	m	NOUN
ajset-589	70	8	i	i	NOUN
ajset-589	70	9	c	c	NOUN
ajset-589	70	10	j	j	NOUN
ajset-589	70	11	o	o	X
ajset-589	70	12	u	u	NOUN
ajset-589	70	13	r	r	NOUN
ajset-589	70	14	n	n	NOUN
ajset-589	70	15	a	a	DET
ajset-589	70	16	l	l	NOUN
ajset-589	71	1	o	o	X
ajset-589	71	2	f	f	X
ajset-589	71	3	s	s	X
ajset-589	71	4	c	c	NOUN
ajset-589	72	1	i	i	NOUN
ajset-589	72	2	e	e	PROPN
ajset-589	72	3	n	n	PROPN
ajset-589	72	4	c	c	NOUN
ajset-589	72	5	e	e	X
ajset-589	72	6	,	,	PUNCT
ajset-589	72	7	e	e	PROPN
ajset-589	72	8	n	n	PRON
ajset-589	72	9	g	g	NOUN
ajset-589	72	10	i	i	PRON
ajset-589	72	11	n	n	VERB
ajset-589	72	12	e	e	NOUN
ajset-589	72	13	e	e	NOUN
ajset-589	72	14	r	r	VERB
ajset-589	72	15	i	i	PRON
ajset-589	72	16	n	n	CCONJ
ajset-589	72	17	g	g	PROPN
ajset-589	72	18	a	a	DET
ajset-589	72	19	n	n	NOUN
ajset-589	72	20	d	d	NOUN
ajset-589	72	21	t	t	NOUN
ajset-589	72	22	e	e	X
ajset-589	72	23	c	c	NOUN
ajset-589	72	24	h	h	NOUN
ajset-589	72	25	n	n	ADV
ajset-589	72	26	o	o	NOUN
ajset-589	72	27	l	l	NOUN
ajset-589	73	1	o	o	X
ajset-589	73	2	g	g	NOUN
ajset-589	73	3	y	y	PROPN
ajset-589	73	4	|	|	ADV
ajset-589	73	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	73	6	fig	fig	NOUN
ajset-589	73	7	5	5	NUM
ajset-589	73	8	trained	train	VERB
ajset-589	73	9	ann	ann	PROPN
ajset-589	73	10	in	in	ADP
ajset-589	73	11	the	the	DET
ajset-589	73	12	designed	design	VERB
ajset-589	73	13	machine	machine	NOUN
ajset-589	73	14	learning	learn	VERB
ajset-589	73	15	rule	rule	NOUN
ajset-589	73	16	base	base	NOUN
ajset-589	73	17	for	for	ADP
ajset-589	73	18	effective	effective	ADJ
ajset-589	73	19	reduction	reduction	NOUN
ajset-589	73	20	of	of	ADP
ajset-589	73	21	the	the	DET
ajset-589	73	22	causes	cause	NOUN
ajset-589	73	23	of	of	ADP
ajset-589	73	24	poor	poor	ADJ
ajset-589	73	25	production	production	NOUN
ajset-589	73	26	capacity	capacity	NOUN
ajset-589	73	27	in	in	ADP
ajset-589	73	28	a	a	DET
ajset-589	73	29	brewery	brewery	NOUN
ajset-589	73	30	industry	industry	NOUN
ajset-589	73	31	and	and	CCONJ
ajset-589	73	32	simultaneously	simultaneously	ADV
ajset-589	73	33	increase	increase	VERB
ajset-589	73	34	the	the	DET
ajset-589	73	35	production	production	NOUN
ajset-589	73	36	capacity	capacity	NOUN
ajset-589	73	37	ann	ann	PROPN
ajset-589	73	38	was	be	AUX
ajset-589	73	39	trained	train	VERB
ajset-589	73	40	twenty	twenty	NUM
ajset-589	73	41	times	time	NOUN
ajset-589	73	42	in	in	ADP
ajset-589	73	43	four	four	NUM
ajset-589	73	44	rules	rule	NOUN
ajset-589	73	45	20	20	NUM
ajset-589	73	46	x4	x4	NOUN
ajset-589	73	47	=	=	SYM
ajset-589	73	48	80	80	NUM
ajset-589	73	49	eighty	eighty	NUM
ajset-589	73	50	rules	rule	NOUN
ajset-589	73	51	that	that	PRON
ajset-589	73	52	looks	look	VERB
ajset-589	73	53	identical	identical	ADJ
ajset-589	73	54	like	like	ADP
ajset-589	73	55	human	human	ADJ
ajset-589	73	56	brain	brain	NOUN
ajset-589	73	57	.	.	PUNCT
ajset-589	73	58	.	.	PUNCT
ajset-589	74	1	figure	figure	VERB
ajset-589	74	2	6.0	6.0	NUM
ajset-589	74	3	:	:	PUNCT
ajset-589	74	4	result	result	NOUN
ajset-589	74	5	obtained	obtain	VERB
ajset-589	74	6	during	during	ADP
ajset-589	74	7	the	the	DET
ajset-589	74	8	training	training	NOUN
ajset-589	74	9	0.1	0.1	NUM
ajset-589	74	10	0.2	0.2	NUM
ajset-589	74	11	0.3	0.3	NUM
ajset-589	74	12	0.4	0.4	NUM
ajset-589	74	13	0.5	0.5	NUM
ajset-589	74	14	0.6	0.6	NUM
ajset-589	74	15	0.7	0.7	NUM
ajset-589	74	16	0.8	0.8	NUM
ajset-589	74	17	0.9	0.9	NUM
ajset-589	74	18	0.2	0.2	NUM
ajset-589	74	19	0.3	0.3	NUM
ajset-589	74	20	0.4	0.4	NUM
ajset-589	74	21	0.5	0.5	NUM
ajset-589	74	22	0.6	0.6	NUM
ajset-589	74	23	0.7	0.7	NUM
ajset-589	74	24	0.8	0.8	NUM
ajset-589	74	25	w(i,1	w(i,1	PROPN
ajset-589	74	26	)	)	PUNCT
ajset-589	75	1	w	w	PROPN
ajset-589	76	1	(	(	PUNCT
ajset-589	76	2	i	i	PRON
ajset-589	76	3	,	,	PUNCT
ajset-589	76	4	2	2	X
ajset-589	76	5	)	)	PUNCT
ajset-589	76	6	leveraging	leverage	VERB
ajset-589	76	7	machine	machine	NOUN
ajset-589	76	8	learning	learn	VERB
ajset-589	76	9	to	to	PART
ajset-589	76	10	optimize	optimize	VERB
ajset-589	76	11	production	production	NOUN
ajset-589	76	12	processes	process	NOUN
ajset-589	76	13	and	and	CCONJ
ajset-589	76	14	capacity	capacity	NOUN
ajset-589	76	15	in	in	ADP
ajset-589	76	16	the	the	DET
ajset-589	76	17	brewery	brewery	NOUN
ajset-589	76	18	industry	industry	NOUN
ajset-589	76	19	y{1}x{1	y{1}x{1	NOUN
ajset-589	76	20	}	}	PUNCT
ajset-589	76	21	input	input	NOUN
ajset-589	76	22	1	1	NUM
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ajset-589	76	25	x{1	x{1	PROPN
ajset-589	76	26	}	}	PUNCT
ajset-589	76	27	y	y	PROPN
ajset-589	76	28	{	{	PUNCT
ajset-589	76	29	1	1	NUM
ajset-589	76	30	}	}	PUNCT
ajset-589	76	31	display	display	VERB
ajset-589	76	32	1.2	1.2	NUM
ajset-589	76	33	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajset-589	76	34	academic	academic	ADJ
ajset-589	76	35	journal	journal	NOUN
ajset-589	76	36	of	of	ADP
ajset-589	76	37	science	science	NOUN
ajset-589	76	38	,	,	PUNCT
ajset-589	76	39	engineering	engineering	NOUN
ajset-589	76	40	and	and	CCONJ
ajset-589	76	41	technology	technology	NOUN
ajset-589	76	42	vol	vol	NOUN
ajset-589	76	43	.	.	PROPN
ajset-589	76	44	10	10	NUM
ajset-589	76	45	,	,	PUNCT
ajset-589	76	46	issue	issue	NOUN
ajset-589	76	47	1	1	NUM
ajset-589	76	48	;	;	PUNCT
ajset-589	76	49	january	january	PROPN
ajset-589	76	50	-february	-february	PROPN
ajset-589	76	51	2025	2025	NUM
ajset-589	76	52	;	;	PUNCT
ajset-589	76	53	issn	issn	PROPN
ajset-589	76	54	:	:	PUNCT
ajset-589	76	55	2837	2837	NUM
ajset-589	76	56	-	-	SYM
ajset-589	76	57	2964	2964	NUM
ajset-589	76	58	impact	impact	NOUN
ajset-589	76	59	factor	factor	NOUN
ajset-589	76	60	:	:	PUNCT
ajset-589	76	61	7.67	7.67	NUM
ajset-589	76	62	1252	1252	NUM
ajset-589	76	63	columbia	columbia	PROPN
ajset-589	76	64	rd	rd	PROPN
ajset-589	76	65	nw	nw	PROPN
ajset-589	76	66	,	,	PUNCT
ajset-589	76	67	washington	washington	PROPN
ajset-589	76	68	dc	dc	PROPN
ajset-589	76	69	,	,	PUNCT
ajset-589	76	70	united	united	PROPN
ajset-589	76	71	states	states	PROPN
ajset-589	76	72	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	76	73	;	;	PUNCT
ajset-589	76	74	mail	mail	NOUN
ajset-589	76	75	:	:	PUNCT
ajset-589	76	76	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	76	77	30	30	NUM
ajset-589	77	1	|	|	ADV
ajset-589	77	2	a	a	DET
ajset-589	77	3	c	c	NOUN
ajset-589	77	4	a	a	PRON
ajset-589	77	5	d	d	X
ajset-589	77	6	e	e	NOUN
ajset-589	77	7	m	m	NOUN
ajset-589	77	8	i	i	NOUN
ajset-589	77	9	c	c	NOUN
ajset-589	77	10	j	j	NOUN
ajset-589	77	11	o	o	X
ajset-589	77	12	u	u	NOUN
ajset-589	77	13	r	r	NOUN
ajset-589	77	14	n	n	NOUN
ajset-589	77	15	a	a	DET
ajset-589	77	16	l	l	NOUN
ajset-589	78	1	o	o	X
ajset-589	78	2	f	f	X
ajset-589	78	3	s	s	X
ajset-589	78	4	c	c	NOUN
ajset-589	79	1	i	i	NOUN
ajset-589	79	2	e	e	PROPN
ajset-589	79	3	n	n	PROPN
ajset-589	79	4	c	c	NOUN
ajset-589	79	5	e	e	X
ajset-589	79	6	,	,	PUNCT
ajset-589	79	7	e	e	PROPN
ajset-589	79	8	n	n	PRON
ajset-589	79	9	g	g	NOUN
ajset-589	79	10	i	i	PRON
ajset-589	79	11	n	n	VERB
ajset-589	79	12	e	e	NOUN
ajset-589	79	13	e	e	NOUN
ajset-589	79	14	r	r	VERB
ajset-589	79	15	i	i	PRON
ajset-589	79	16	n	n	CCONJ
ajset-589	79	17	g	g	PROPN
ajset-589	79	18	a	a	DET
ajset-589	79	19	n	n	NOUN
ajset-589	79	20	d	d	NOUN
ajset-589	79	21	t	t	NOUN
ajset-589	79	22	e	e	X
ajset-589	79	23	c	c	NOUN
ajset-589	79	24	h	h	NOUN
ajset-589	79	25	n	n	ADV
ajset-589	79	26	o	o	NOUN
ajset-589	79	27	l	l	NOUN
ajset-589	80	1	o	o	X
ajset-589	80	2	g	g	NOUN
ajset-589	80	3	y	y	PROPN
ajset-589	80	4	|	|	ADV
ajset-589	80	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	80	6	figure	figure	NOUN
ajset-589	80	7	7.0	7.0	NUM
ajset-589	80	8	:	:	PUNCT
ajset-589	80	9	designed	design	VERB
ajset-589	80	10	simulink	simulink	PROPN
ajset-589	80	11	model	model	NOUN
ajset-589	80	12	for	for	ADP
ajset-589	80	13	leverage	leverage	NOUN
ajset-589	80	14	machine	machine	NOUN
ajset-589	80	15	learning	learn	VERB
ajset-589	80	16	this	this	PRON
ajset-589	80	17	will	will	AUX
ajset-589	80	18	be	be	AUX
ajset-589	80	19	integrated	integrate	VERB
ajset-589	80	20	in	in	ADP
ajset-589	80	21	figure	figure	NOUN
ajset-589	80	22	1.0	1.0	NUM
ajset-589	80	23	to	to	PART
ajset-589	80	24	obtain	obtain	VERB
ajset-589	80	25	the	the	DET
ajset-589	80	26	results	result	NOUN
ajset-589	80	27	shown	show	VERB
ajset-589	80	28	in	in	ADP
ajset-589	80	29	figures	figure	NOUN
ajset-589	80	30	9.0	9.0	NUM
ajset-589	80	31	to11.0	to11.0	PROPN
ajset-589	80	32	to	to	PART
ajset-589	80	33	develop	develop	VERB
ajset-589	80	34	an	an	DET
ajset-589	80	35	algorithm	algorithm	NOUN
ajset-589	80	36	that	that	PRON
ajset-589	80	37	will	will	AUX
ajset-589	80	38	implement	implement	VERB
ajset-589	80	39	the	the	DET
ajset-589	80	40	process	process	NOUN
ajset-589	80	41	,	,	PUNCT
ajset-589	80	42	we	we	PRON
ajset-589	80	43	have	have	VERB
ajset-589	80	44	to	to	PART
ajset-589	80	45	go	go	VERB
ajset-589	80	46	through	through	ADP
ajset-589	80	47	the	the	DET
ajset-589	80	48	following	follow	VERB
ajset-589	80	49	process	process	NOUN
ajset-589	80	50	1	1	NUM
ajset-589	80	51	.	.	PUNCT
ajset-589	80	52	characterize	characterize	VERB
ajset-589	80	53	and	and	CCONJ
ajset-589	80	54	establish	establish	VERB
ajset-589	80	55	the	the	DET
ajset-589	80	56	causes	cause	NOUN
ajset-589	80	57	of	of	ADP
ajset-589	80	58	poor	poor	ADJ
ajset-589	80	59	production	production	NOUN
ajset-589	80	60	capacity	capacity	NOUN
ajset-589	80	61	in	in	ADP
ajset-589	80	62	a	a	DET
ajset-589	80	63	brewery	brewery	NOUN
ajset-589	80	64	industry	industry	NOUN
ajset-589	80	65	.	.	PUNCT
ajset-589	81	1	2	2	X
ajset-589	81	2	.	.	X
ajset-589	81	3	identify	identify	VERB
ajset-589	81	4	inefficient	inefficient	ADJ
ajset-589	81	5	process	process	NOUN
ajset-589	81	6	control	control	NOUN
ajset-589	81	7	and	and	CCONJ
ajset-589	81	8	automation	automation	NOUN
ajset-589	81	9	3	3	NUM
ajset-589	81	10	.	.	X
ajset-589	81	11	identify	identify	VERB
ajset-589	81	12	equipment	equipment	NOUN
ajset-589	81	13	downtime	downtime	NOUN
ajset-589	81	14	and	and	CCONJ
ajset-589	81	15	maintenance	maintenance	NOUN
ajset-589	81	16	issues	issue	NOUN
ajset-589	81	17	4	4	NUM
ajset-589	81	18	.	.	PUNCT
ajset-589	81	19	identify	identify	VERB
ajset-589	81	20	variability	variability	NOUN
ajset-589	81	21	in	in	ADP
ajset-589	81	22	raw	raw	ADJ
ajset-589	81	23	material	material	NOUN
ajset-589	81	24	quality	quality	NOUN
ajset-589	81	25	5	5	NUM
ajset-589	81	26	.	.	X
ajset-589	81	27	identify	identify	VERB
ajset-589	81	28	suboptimal	suboptimal	ADJ
ajset-589	81	29	scheduling	scheduling	NOUN
ajset-589	81	30	and	and	CCONJ
ajset-589	81	31	resource	resource	NOUN
ajset-589	81	32	allocation	allocation	NOUN
ajset-589	81	33	6	6	NUM
ajset-589	81	34	.	.	PUNCT
ajset-589	81	35	identify	identify	VERB
ajset-589	81	36	lengthy	lengthy	ADJ
ajset-589	81	37	fermentation	fermentation	NOUN
ajset-589	81	38	and	and	CCONJ
ajset-589	81	39	maturation	maturation	NOUN
ajset-589	81	40	times	time	NOUN
ajset-589	81	41	7	7	NUM
ajset-589	81	42	.	.	PUNCT
ajset-589	81	43	identify	identify	VERB
ajset-589	81	44	limited	limited	ADJ
ajset-589	81	45	data	datum	NOUN
ajset-589	81	46	utilization	utilization	NOUN
ajset-589	81	47	and	and	CCONJ
ajset-589	81	48	real	real	ADJ
ajset-589	81	49	-	-	PUNCT
ajset-589	81	50	time	time	NOUN
ajset-589	81	51	analytics	analytic	NOUN
ajset-589	81	52	8	8	NUM
ajset-589	81	53	.	.	PUNCT
ajset-589	81	54	identify	identify	VERB
ajset-589	81	55	energy	energy	NOUN
ajset-589	81	56	constraints	constraint	NOUN
ajset-589	81	57	and	and	CCONJ
ajset-589	81	58	environmental	environmental	ADJ
ajset-589	81	59	regulations	regulation	NOUN
ajset-589	81	60	9	9	NUM
ajset-589	81	61	.	.	X
ajset-589	81	62	identify	identify	VERB
ajset-589	81	63	labor	labor	NOUN
ajset-589	81	64	shortages	shortage	NOUN
ajset-589	81	65	and	and	CCONJ
ajset-589	81	66	skill	skill	NOUN
ajset-589	81	67	gaps	gap	VERB
ajset-589	81	68	10	10	NUM
ajset-589	81	69	.	.	PUNCT
ajset-589	81	70	identify	identify	VERB
ajset-589	81	71	total	total	ADJ
ajset-589	81	72	production	production	NOUN
ajset-589	81	73	impact	impact	NOUN
ajset-589	81	74	11	11	NUM
ajset-589	81	75	.	.	PUNCT
ajset-589	82	1	design	design	VERB
ajset-589	82	2	a	a	DET
ajset-589	82	3	conventional	conventional	ADJ
ajset-589	82	4	simulink	simulink	NOUN
ajset-589	82	5	model	model	NOUN
ajset-589	82	6	for	for	ADP
ajset-589	82	7	production	production	NOUN
ajset-589	82	8	processes	process	NOUN
ajset-589	82	9	in	in	ADP
ajset-589	82	10	the	the	DET
ajset-589	82	11	brewery	brewery	NOUN
ajset-589	82	12	industry	industry	NOUN
ajset-589	82	13	and	and	CCONJ
ajset-589	82	14	integrate	integrate	VERB
ajset-589	82	15	2	2	NUM
ajset-589	82	16	through	through	ADP
ajset-589	82	17	10	10	NUM
ajset-589	82	18	12	12	NUM
ajset-589	82	19	.	.	PUNCT
ajset-589	83	1	design	design	NOUN
ajset-589	83	2	leverage	leverage	NOUN
ajset-589	83	3	machine	machine	NOUN
ajset-589	83	4	learning	learn	VERB
ajset-589	83	5	rule	rule	NOUN
ajset-589	83	6	base	base	NOUN
ajset-589	83	7	that	that	PRON
ajset-589	83	8	will	will	AUX
ajset-589	83	9	reduce	reduce	VERB
ajset-589	83	10	the	the	DET
ajset-589	83	11	causes	cause	NOUN
ajset-589	83	12	of	of	ADP
ajset-589	83	13	poor	poor	ADJ
ajset-589	83	14	production	production	NOUN
ajset-589	83	15	capacity	capacity	NOUN
ajset-589	83	16	in	in	ADP
ajset-589	83	17	a	a	DET
ajset-589	83	18	brewery	brewery	NOUN
ajset-589	83	19	industry	industry	NOUN
ajset-589	83	20	and	and	CCONJ
ajset-589	83	21	simultaneously	simultaneously	ADV
ajset-589	83	22	increase	increase	VERB
ajset-589	83	23	the	the	DET
ajset-589	83	24	production	production	NOUN
ajset-589	83	25	capacity	capacity	NOUN
ajset-589	83	26	.	.	PUNCT
ajset-589	84	1	13	13	NUM
ajset-589	84	2	.	.	X
ajset-589	84	3	train	train	NOUN
ajset-589	84	4	ann	ann	PROPN
ajset-589	84	5	in	in	ADP
ajset-589	84	6	the	the	DET
ajset-589	84	7	designed	design	VERB
ajset-589	84	8	machine	machine	NOUN
ajset-589	84	9	learning	learn	VERB
ajset-589	84	10	rule	rule	NOUN
ajset-589	84	11	base	base	NOUN
ajset-589	84	12	for	for	ADP
ajset-589	84	13	effective	effective	ADJ
ajset-589	84	14	reduction	reduction	NOUN
ajset-589	84	15	of	of	ADP
ajset-589	84	16	the	the	DET
ajset-589	84	17	causes	cause	NOUN
ajset-589	84	18	of	of	ADP
ajset-589	84	19	poor	poor	ADJ
ajset-589	84	20	production	production	NOUN
ajset-589	84	21	capacity	capacity	NOUN
ajset-589	84	22	in	in	ADP
ajset-589	84	23	a	a	DET
ajset-589	84	24	brewery	brewery	NOUN
ajset-589	84	25	industry	industry	NOUN
ajset-589	84	26	and	and	CCONJ
ajset-589	84	27	simultaneously	simultaneously	ADV
ajset-589	84	28	increase	increase	VERB
ajset-589	84	29	the	the	DET
ajset-589	84	30	production	production	NOUN
ajset-589	84	31	capacity	capacity	NOUN
ajset-589	84	32	14	14	NUM
ajset-589	84	33	.	.	PUNCT
ajset-589	85	1	design	design	VERB
ajset-589	85	2	a	a	DET
ajset-589	85	3	simulink	simulink	NOUN
ajset-589	85	4	model	model	NOUN
ajset-589	85	5	for	for	ADP
ajset-589	85	6	leverage	leverage	NOUN
ajset-589	85	7	machine	machine	NOUN
ajset-589	85	8	learning	learn	VERB
ajset-589	85	9	y{1}x{1	y{1}x{1	AUX
ajset-589	85	10	}	}	PUNCT
ajset-589	85	11	input	input	NOUN
ajset-589	85	12	1	1	NUM
ajset-589	85	13	powergui	powergui	NOUN
ajset-589	85	14	continuous	continuous	ADJ
ajset-589	85	15	video	video	NOUN
ajset-589	85	16	viewer	viewer	NOUN
ajset-589	85	17	video	video	NOUN
ajset-589	85	18	viewer	viewer	NOUN
ajset-589	85	19	imageimageimage	imageimageimage	NOUN
ajset-589	85	20	a	a	DET
ajset-589	85	21	b	b	NOUN
ajset-589	85	22	c	c	NOUN
ajset-589	85	23	a	a	DET
ajset-589	85	24	b	b	X
ajset-589	85	25	c	c	X
ajset-589	85	26	subsystem1	subsystem1	NOUN
ajset-589	86	1	in1	in1	PROPN
ajset-589	86	2	in2	in2	PROPN
ajset-589	86	3	in3	in3	PROPN
ajset-589	86	4	out1	out1	PROPN
ajset-589	86	5	connection	connection	NOUN
ajset-589	86	6	portsubsystem	portsubsystem	NOUN
ajset-589	86	7	in1	in1	ADJ
ajset-589	86	8	in2	in2	PROPN
ajset-589	86	9	out1	out1	PROPN
ajset-589	86	10	connection	connection	NOUN
ajset-589	86	11	port	port	NOUN
ajset-589	86	12	raised	raise	VERB
ajset-589	86	13	cosine	cosine	NOUN
ajset-589	86	14	receive	receive	VERB
ajset-589	86	15	filter	filter	PROPN
ajset-589	86	16	square	square	PROPN
ajset-589	86	17	root	root	PROPN
ajset-589	86	18	neural	neural	ADJ
ajset-589	86	19	network	network	NOUN
ajset-589	86	20	x{1	x{1	PROPN
ajset-589	86	21	}	}	PUNCT
ajset-589	86	22	y	y	PROPN
ajset-589	86	23	{	{	PUNCT
ajset-589	86	24	1	1	NUM
ajset-589	86	25	}	}	PUNCT
ajset-589	86	26	gaussian	gaussian	ADJ
ajset-589	86	27	noise	noise	NOUN
ajset-589	86	28	generator	generator	NOUN
ajset-589	86	29	gaussian	gaussian	ADJ
ajset-589	86	30	fuzzy	fuzzy	ADJ
ajset-589	86	31	logic	logic	NOUN
ajset-589	86	32	controller	controller	NOUN
ajset-589	86	33	from	from	ADP
ajset-589	86	34	multimedia	multimedia	NOUN
ajset-589	86	35	file	file	NOUN
ajset-589	86	36	vipfly	vipfly	NOUN
ajset-589	86	37	.avi	.avi	ADJ
ajset-589	86	38	v	v	ADP
ajset-589	86	39	:	:	PUNCT
ajset-589	86	40	240	240	NUM
ajset-589	86	41	x320	x320	PROPN
ajset-589	86	42	,	,	PUNCT
ajset-589	86	43	15	15	NUM
ajset-589	86	44	fps	fps	NOUN
ajset-589	86	45	image	image	NOUN
ajset-589	86	46	display	display	NOUN
ajset-589	86	47	1	1	NUM
ajset-589	86	48	1.2	1.2	NUM
ajset-589	86	49	display	display	NOUN
ajset-589	86	50	1.33	1.33	NUM
ajset-589	86	51	0	0	NUM
ajset-589	86	52	clock	clock	NOUN
ajset-589	86	53	awgn	awgn	NOUN
ajset-589	86	54	channel	channel	NOUN
ajset-589	86	55	awgn	awgn	NOUN
ajset-589	86	56	in1	in1	ADJ
ajset-589	86	57	1	1	NUM
ajset-589	86	58	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajset-589	86	59	academic	academic	ADJ
ajset-589	86	60	journal	journal	NOUN
ajset-589	86	61	of	of	ADP
ajset-589	86	62	science	science	NOUN
ajset-589	86	63	,	,	PUNCT
ajset-589	86	64	engineering	engineering	NOUN
ajset-589	86	65	and	and	CCONJ
ajset-589	86	66	technology	technology	NOUN
ajset-589	86	67	vol	vol	NOUN
ajset-589	86	68	.	.	PROPN
ajset-589	86	69	10	10	NUM
ajset-589	86	70	,	,	PUNCT
ajset-589	86	71	issue	issue	NOUN
ajset-589	86	72	1	1	NUM
ajset-589	86	73	;	;	PUNCT
ajset-589	86	74	january	january	PROPN
ajset-589	86	75	-february	-february	PROPN
ajset-589	86	76	2025	2025	NUM
ajset-589	86	77	;	;	PUNCT
ajset-589	86	78	issn	issn	PROPN
ajset-589	86	79	:	:	PUNCT
ajset-589	86	80	2837	2837	NUM
ajset-589	86	81	-	-	SYM
ajset-589	86	82	2964	2964	NUM
ajset-589	86	83	impact	impact	NOUN
ajset-589	86	84	factor	factor	NOUN
ajset-589	86	85	:	:	PUNCT
ajset-589	86	86	7.67	7.67	NUM
ajset-589	86	87	1252	1252	NUM
ajset-589	86	88	columbia	columbia	PROPN
ajset-589	86	89	rd	rd	PROPN
ajset-589	86	90	nw	nw	PROPN
ajset-589	86	91	,	,	PUNCT
ajset-589	86	92	washington	washington	PROPN
ajset-589	86	93	dc	dc	PROPN
ajset-589	86	94	,	,	PUNCT
ajset-589	86	95	united	united	PROPN
ajset-589	86	96	states	states	PROPN
ajset-589	86	97	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	86	98	;	;	PUNCT
ajset-589	86	99	mail	mail	NOUN
ajset-589	86	100	:	:	PUNCT
ajset-589	86	101	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	87	1	31	31	NUM
ajset-589	88	1	|	|	ADV
ajset-589	88	2	a	a	DET
ajset-589	88	3	c	c	NOUN
ajset-589	88	4	a	a	PRON
ajset-589	88	5	d	d	X
ajset-589	88	6	e	e	NOUN
ajset-589	88	7	m	m	NOUN
ajset-589	88	8	i	i	NOUN
ajset-589	88	9	c	c	NOUN
ajset-589	88	10	j	j	NOUN
ajset-589	88	11	o	o	X
ajset-589	88	12	u	u	NOUN
ajset-589	88	13	r	r	NOUN
ajset-589	88	14	n	n	NOUN
ajset-589	88	15	a	a	DET
ajset-589	88	16	l	l	NOUN
ajset-589	89	1	o	o	X
ajset-589	89	2	f	f	X
ajset-589	89	3	s	s	X
ajset-589	89	4	c	c	NOUN
ajset-589	90	1	i	i	NOUN
ajset-589	90	2	e	e	PROPN
ajset-589	90	3	n	n	PROPN
ajset-589	90	4	c	c	NOUN
ajset-589	90	5	e	e	X
ajset-589	90	6	,	,	PUNCT
ajset-589	90	7	e	e	PROPN
ajset-589	90	8	n	n	PRON
ajset-589	90	9	g	g	NOUN
ajset-589	90	10	i	i	PRON
ajset-589	90	11	n	n	VERB
ajset-589	90	12	e	e	NOUN
ajset-589	90	13	e	e	NOUN
ajset-589	90	14	r	r	VERB
ajset-589	90	15	i	i	PRON
ajset-589	90	16	n	n	CCONJ
ajset-589	90	17	g	g	PROPN
ajset-589	90	18	a	a	DET
ajset-589	90	19	n	n	NOUN
ajset-589	90	20	d	d	NOUN
ajset-589	90	21	t	t	NOUN
ajset-589	90	22	e	e	X
ajset-589	90	23	c	c	NOUN
ajset-589	90	24	h	h	NOUN
ajset-589	90	25	n	n	ADV
ajset-589	90	26	o	o	NOUN
ajset-589	90	27	l	l	NOUN
ajset-589	91	1	o	o	X
ajset-589	91	2	g	g	NOUN
ajset-589	91	3	y	y	PROPN
ajset-589	91	4	|	|	ADV
ajset-589	91	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	91	6	15	15	NUM
ajset-589	91	7	.	.	PUNCT
ajset-589	92	1	integrate	integrate	VERB
ajset-589	92	2	12	12	NUM
ajset-589	92	3	through	through	ADP
ajset-589	92	4	14	14	NUM
ajset-589	92	5	16	16	NUM
ajset-589	92	6	.	.	PUNCT
ajset-589	93	1	integrate	integrate	VERB
ajset-589	93	2	15	15	NUM
ajset-589	93	3	in	in	ADP
ajset-589	93	4	11	11	NUM
ajset-589	93	5	17	17	NUM
ajset-589	93	6	.	.	PUNCT
ajset-589	94	1	do	do	VERB
ajset-589	94	2	the	the	DET
ajset-589	94	3	causes	cause	NOUN
ajset-589	94	4	of	of	ADP
ajset-589	94	5	poor	poor	ADJ
ajset-589	94	6	production	production	NOUN
ajset-589	94	7	capacity	capacity	NOUN
ajset-589	94	8	in	in	ADP
ajset-589	94	9	a	a	DET
ajset-589	94	10	brewery	brewery	NOUN
ajset-589	94	11	industry	industry	NOUN
ajset-589	94	12	reduce	reduce	VERB
ajset-589	94	13	?	?	PUNCT
ajset-589	95	1	18	18	NUM
ajset-589	95	2	.	.	PUNCT
ajset-589	96	1	if	if	SCONJ
ajset-589	96	2	no	no	PRON
ajset-589	96	3	go	go	VERB
ajset-589	96	4	to	to	ADP
ajset-589	96	5	16	16	NUM
ajset-589	96	6	19	19	NUM
ajset-589	96	7	.	.	PUNCT
ajset-589	97	1	if	if	SCONJ
ajset-589	97	2	yes	yes	INTJ
ajset-589	97	3	go	go	VERB
ajset-589	97	4	to	to	ADP
ajset-589	97	5	23	23	NUM
ajset-589	97	6	20	20	NUM
ajset-589	97	7	.	.	PUNCT
ajset-589	98	1	does	do	AUX
ajset-589	98	2	the	the	DET
ajset-589	98	3	production	production	NOUN
ajset-589	98	4	capacity	capacity	NOUN
ajset-589	98	5	in	in	ADP
ajset-589	98	6	a	a	DET
ajset-589	98	7	brewery	brewery	NOUN
ajset-589	98	8	industry	industry	NOUN
ajset-589	98	9	improve	improve	VERB
ajset-589	98	10	?	?	PUNCT
ajset-589	99	1	21	21	NUM
ajset-589	99	2	.	.	PUNCT
ajset-589	100	1	if	if	SCONJ
ajset-589	100	2	no	no	PRON
ajset-589	100	3	go	go	VERB
ajset-589	100	4	to16	to16	PROPN
ajset-589	100	5	22	22	NUM
ajset-589	100	6	.	.	PUNCT
ajset-589	101	1	if	if	SCONJ
ajset-589	101	2	yes	yes	INTJ
ajset-589	101	3	go	go	VERB
ajset-589	101	4	to	to	ADP
ajset-589	101	5	23	23	NUM
ajset-589	101	6	23	23	NUM
ajset-589	101	7	.	.	PUNCT
ajset-589	102	1	optimized	optimize	VERB
ajset-589	102	2	production	production	NOUN
ajset-589	102	3	processes	process	NOUN
ajset-589	102	4	and	and	CCONJ
ajset-589	102	5	capacity	capacity	NOUN
ajset-589	102	6	in	in	ADP
ajset-589	102	7	the	the	DET
ajset-589	102	8	brewery	brewery	NOUN
ajset-589	102	9	industry	industry	NOUN
ajset-589	102	10	.	.	PUNCT
ajset-589	103	1	24	24	NUM
ajset-589	103	2	.	.	X
ajset-589	104	1	stop	stop	VERB
ajset-589	104	2	25	25	NUM
ajset-589	104	3	.	.	PUNCT
ajset-589	105	1	end	end	VERB
ajset-589	105	2	to	to	PART
ajset-589	105	3	design	design	VERB
ajset-589	105	4	a	a	DET
ajset-589	105	5	simulink	simulink	NOUN
ajset-589	105	6	model	model	NOUN
ajset-589	105	7	for	for	ADP
ajset-589	105	8	leveraging	leverage	VERB
ajset-589	105	9	machine	machine	NOUN
ajset-589	105	10	learning	learn	VERB
ajset-589	105	11	to	to	PART
ajset-589	105	12	optimize	optimize	VERB
ajset-589	105	13	production	production	NOUN
ajset-589	105	14	processes	process	NOUN
ajset-589	105	15	and	and	CCONJ
ajset-589	105	16	capacity	capacity	NOUN
ajset-589	105	17	in	in	ADP
ajset-589	105	18	the	the	DET
ajset-589	105	19	brewery	brewery	NOUN
ajset-589	105	20	industry	industry	NOUN
ajset-589	105	21	.	.	PUNCT
ajset-589	106	1	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajset-589	106	2	academic	academic	ADJ
ajset-589	106	3	journal	journal	NOUN
ajset-589	106	4	of	of	ADP
ajset-589	106	5	science	science	NOUN
ajset-589	106	6	,	,	PUNCT
ajset-589	106	7	engineering	engineering	NOUN
ajset-589	106	8	and	and	CCONJ
ajset-589	106	9	technology	technology	NOUN
ajset-589	106	10	vol	vol	NOUN
ajset-589	106	11	.	.	PROPN
ajset-589	106	12	10	10	NUM
ajset-589	106	13	,	,	PUNCT
ajset-589	106	14	issue	issue	NOUN
ajset-589	106	15	1	1	NUM
ajset-589	106	16	;	;	PUNCT
ajset-589	106	17	january	january	PROPN
ajset-589	106	18	-february	-february	PROPN
ajset-589	106	19	2025	2025	NUM
ajset-589	106	20	;	;	PUNCT
ajset-589	106	21	issn	issn	PROPN
ajset-589	106	22	:	:	PUNCT
ajset-589	106	23	2837	2837	NUM
ajset-589	106	24	-	-	SYM
ajset-589	106	25	2964	2964	NUM
ajset-589	106	26	impact	impact	NOUN
ajset-589	106	27	factor	factor	NOUN
ajset-589	106	28	:	:	PUNCT
ajset-589	106	29	7.67	7.67	NUM
ajset-589	106	30	1252	1252	NUM
ajset-589	106	31	columbia	columbia	PROPN
ajset-589	106	32	rd	rd	PROPN
ajset-589	106	33	nw	nw	PROPN
ajset-589	106	34	,	,	PUNCT
ajset-589	106	35	washington	washington	PROPN
ajset-589	106	36	dc	dc	PROPN
ajset-589	106	37	,	,	PUNCT
ajset-589	106	38	united	united	PROPN
ajset-589	106	39	states	states	PROPN
ajset-589	106	40	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	106	41	;	;	PUNCT
ajset-589	106	42	mail	mail	NOUN
ajset-589	106	43	:	:	PUNCT
ajset-589	106	44	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	107	1	32	32	NUM
ajset-589	108	1	|	|	ADV
ajset-589	108	2	a	a	DET
ajset-589	108	3	c	c	NOUN
ajset-589	108	4	a	a	PRON
ajset-589	108	5	d	d	X
ajset-589	108	6	e	e	NOUN
ajset-589	108	7	m	m	NOUN
ajset-589	108	8	i	i	NOUN
ajset-589	108	9	c	c	NOUN
ajset-589	108	10	j	j	NOUN
ajset-589	108	11	o	o	X
ajset-589	108	12	u	u	NOUN
ajset-589	108	13	r	r	NOUN
ajset-589	108	14	n	n	NOUN
ajset-589	108	15	a	a	DET
ajset-589	108	16	l	l	NOUN
ajset-589	109	1	o	o	X
ajset-589	109	2	f	f	X
ajset-589	109	3	s	s	X
ajset-589	109	4	c	c	NOUN
ajset-589	110	1	i	i	NOUN
ajset-589	110	2	e	e	PROPN
ajset-589	110	3	n	n	PROPN
ajset-589	110	4	c	c	NOUN
ajset-589	110	5	e	e	X
ajset-589	110	6	,	,	PUNCT
ajset-589	110	7	e	e	PROPN
ajset-589	110	8	n	n	PRON
ajset-589	110	9	g	g	NOUN
ajset-589	110	10	i	i	PRON
ajset-589	110	11	n	n	VERB
ajset-589	110	12	e	e	NOUN
ajset-589	110	13	e	e	NOUN
ajset-589	110	14	r	r	VERB
ajset-589	110	15	i	i	PRON
ajset-589	110	16	n	n	CCONJ
ajset-589	110	17	g	g	PROPN
ajset-589	110	18	a	a	DET
ajset-589	110	19	n	n	NOUN
ajset-589	110	20	d	d	NOUN
ajset-589	110	21	t	t	NOUN
ajset-589	110	22	e	e	X
ajset-589	110	23	c	c	NOUN
ajset-589	110	24	h	h	NOUN
ajset-589	110	25	n	n	ADV
ajset-589	110	26	o	o	NOUN
ajset-589	110	27	l	l	NOUN
ajset-589	111	1	o	o	X
ajset-589	111	2	g	g	NOUN
ajset-589	111	3	y	y	PROPN
ajset-589	111	4	|	|	ADV
ajset-589	111	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	111	6	sttation	sttation	NOUN
ajset-589	111	7	1	1	NUM
ajset-589	111	8	transfer	transfer	NOUN
ajset-589	111	9	and	and	CCONJ
ajset-589	111	10	loading	loading	NOUN
ajset-589	111	11	station	station	NOUN
ajset-589	111	12	2	2	NUM
ajset-589	111	13	filling	filling	NOUN
ajset-589	111	14	station	station	NOUN
ajset-589	111	15	3	3	NUM
ajset-589	111	16	capping	cap	VERB
ajset-589	111	17	y{1}1x{1}1	y{1}1x{1}1	PROPN
ajset-589	111	18	input	input	NOUN
ajset-589	111	19	1	1	NUM
ajset-589	111	20	powergui	powergui	NOUN
ajset-589	111	21	continuous	continuous	ADJ
ajset-589	111	22	video	video	NOUN
ajset-589	111	23	viewer	viewer	NOUN
ajset-589	111	24	video	video	NOUN
ajset-589	111	25	viewer	viewer	NOUN
ajset-589	111	26	imageimageimage	imageimageimage	NOUN
ajset-589	111	27	variability	variability	NOUN
ajset-589	111	28	in	in	ADP
ajset-589	111	29	raw	raw	ADJ
ajset-589	111	30	material	material	NOUN
ajset-589	111	31	quality	quality	NOUN
ajset-589	111	32	in1	in1	ADJ
ajset-589	111	33	out1	out1	NOUN
ajset-589	111	34	unfilled	unfilled	ADJ
ajset-589	111	35	bottles	bottle	NOUN
ajset-589	111	36	in	in	ADP
ajset-589	111	37	1	1	NUM
ajset-589	111	38	o	o	NOUN
ajset-589	111	39	u	u	NOUN
ajset-589	111	40	t1	t1	NOUN
ajset-589	111	41	total	total	ADJ
ajset-589	111	42	production	production	NOUN
ajset-589	111	43	impact	impact	NOUN
ajset-589	111	44	in1out1	in1out1	PROPN
ajset-589	111	45	a	a	DET
ajset-589	111	46	b	b	NOUN
ajset-589	111	47	c	c	NOUN
ajset-589	111	48	a	a	DET
ajset-589	111	49	b	b	X
ajset-589	111	50	c	c	NOUN
ajset-589	111	51	in1	in1	ADJ
ajset-589	111	52	out1	out1	NOUN
ajset-589	111	53	out2	out2	NOUN
ajset-589	111	54	subsystem4	subsystem4	PUNCT
ajset-589	112	1	in1	in1	PROPN
ajset-589	112	2	in2	in2	PROPN
ajset-589	112	3	in3	in3	PROPN
ajset-589	112	4	out1	out1	PROPN
ajset-589	112	5	connection	connection	NOUN
ajset-589	112	6	portsubsystem3	portsubsystem3	PROPN
ajset-589	113	1	in1	in1	ADJ
ajset-589	113	2	in2	in2	PROPN
ajset-589	113	3	out1	out1	PROPN
ajset-589	113	4	connection	connection	NOUN
ajset-589	113	5	port	port	NOUN
ajset-589	113	6	subsystem2	subsystem2	VERB
ajset-589	113	7	in1	in1	ADJ
ajset-589	113	8	out1	out1	NOUN
ajset-589	113	9	in	in	ADP
ajset-589	113	10	1	1	NUM
ajset-589	113	11	o	o	NOUN
ajset-589	113	12	u	u	NOUN
ajset-589	113	13	t1	t1	VERB
ajset-589	113	14	in1	in1	ADJ
ajset-589	113	15	out1	out1	NOUN
ajset-589	113	16	subsystem	subsystem	NOUN
ajset-589	113	17	suboptimal	suboptimal	ADJ
ajset-589	113	18	scheduling	scheduling	NOUN
ajset-589	113	19	and	and	CCONJ
ajset-589	113	20	resource	resource	NOUN
ajset-589	113	21	allocation	allocation	NOUN
ajset-589	113	22	in1	in1	ADJ
ajset-589	113	23	out1	out1	NOUN
ajset-589	113	24	scope	scope	NOUN
ajset-589	113	25	6	6	NUM
ajset-589	113	26	scope	scope	NOUN
ajset-589	113	27	5	5	NUM
ajset-589	113	28	raised	raise	VERB
ajset-589	113	29	cosine	cosine	NOUN
ajset-589	113	30	receive	receive	VERB
ajset-589	113	31	filter	filter	PROPN
ajset-589	113	32	square	square	PROPN
ajset-589	113	33	root	root	PROPN
ajset-589	113	34	neural	neural	ADJ
ajset-589	113	35	network	network	NOUN
ajset-589	113	36	1	1	NUM
ajset-589	113	37	x{1	x{1	PROPN
ajset-589	113	38	}	}	PUNCT
ajset-589	113	39	y	y	PROPN
ajset-589	113	40	{	{	PUNCT
ajset-589	113	41	1	1	NUM
ajset-589	113	42	}	}	PUNCT
ajset-589	113	43	no	no	PRON
ajset-589	113	44	of	of	ADP
ajset-589	113	45	filled	fill	VERB
ajset-589	113	46	botles	botle	NOUN
ajset-589	113	47	5e+004	5e+004	NUM
ajset-589	113	48	no	no	NOUN
ajset-589	113	49	of	of	ADP
ajset-589	113	50	crates	crate	NOUN
ajset-589	113	51	in	in	ADP
ajset-589	113	52	1	1	NUM
ajset-589	113	53	o	o	NOUN
ajset-589	113	54	u	u	PROPN
ajset-589	113	55	t1	t1	NUM
ajset-589	113	56	limited	limit	VERB
ajset-589	113	57	data	datum	NOUN
ajset-589	113	58	utilization	utilization	NOUN
ajset-589	113	59	and	and	CCONJ
ajset-589	113	60	real	real	ADJ
ajset-589	113	61	-time	-time	PROPN
ajset-589	113	62	analytics	analytic	NOUN
ajset-589	113	63	in1	in1	ADJ
ajset-589	113	64	out1	out1	NOUN
ajset-589	113	65	lengthy	lengthy	ADJ
ajset-589	113	66	fermentation	fermentation	NOUN
ajset-589	113	67	and	and	CCONJ
ajset-589	113	68	maturation	maturation	NOUN
ajset-589	113	69	times	time	NOUN
ajset-589	113	70	in1	in1	ADJ
ajset-589	113	71	out1	out1	NOUN
ajset-589	113	72	labor	labor	NOUN
ajset-589	113	73	shortages	shortage	NOUN
ajset-589	113	74	and	and	CCONJ
ajset-589	113	75	skill	skill	NOUN
ajset-589	113	76	gaps	gap	VERB
ajset-589	113	77	in1	in1	ADJ
ajset-589	113	78	out1	out1	NOUN
ajset-589	113	79	inefficient	inefficient	ADJ
ajset-589	113	80	process	process	NOUN
ajset-589	113	81	control	control	NOUN
ajset-589	113	82	and	and	CCONJ
ajset-589	113	83	automation	automation	NOUN
ajset-589	113	84	in1	in1	ADJ
ajset-589	113	85	out1	out1	NOUN
ajset-589	113	86	gaussian	gaussian	NOUN
ajset-589	113	87	noise	noise	NOUN
ajset-589	113	88	generator	generator	PROPN
ajset-589	113	89	gaussian	gaussian	ADJ
ajset-589	113	90	fuzzy	fuzzy	ADJ
ajset-589	113	91	logic	logic	NOUN
ajset-589	113	92	controller	controller	NOUN
ajset-589	113	93	1	1	NUM
ajset-589	113	94	from	from	ADP
ajset-589	113	95	multimedia	multimedia	NOUN
ajset-589	113	96	file	file	NOUN
ajset-589	113	97	vipfly	vipfly	NOUN
ajset-589	113	98	.avi	.avi	ADJ
ajset-589	113	99	v	v	ADP
ajset-589	113	100	:	:	PUNCT
ajset-589	113	101	240	240	NUM
ajset-589	113	102	x320	x320	PROPN
ajset-589	113	103	,	,	PUNCT
ajset-589	113	104	15	15	NUM
ajset-589	113	105	fps	fps	NOUN
ajset-589	113	106	image	image	NOUN
ajset-589	113	107	fill	fill	VERB
ajset-589	113	108	ing	ing	ADJ
ajset-589	113	109	system	system	NOUN
ajset-589	113	110	in	in	ADP
ajset-589	113	111	1	1	NUM
ajset-589	113	112	o	o	NOUN
ajset-589	113	113	u	u	NOUN
ajset-589	113	114	t1	t1	NOUN
ajset-589	113	115	equipment	equipment	NOUN
ajset-589	113	116	downtime	downtime	NOUN
ajset-589	113	117	and	and	CCONJ
ajset-589	113	118	maintenance	maintenance	NOUN
ajset-589	113	119	issues	issue	NOUN
ajset-589	113	120	in1	in1	ADJ
ajset-589	113	121	out1	out1	NOUN
ajset-589	113	122	energy	energy	NOUN
ajset-589	113	123	constraints	constraint	NOUN
ajset-589	113	124	and	and	CCONJ
ajset-589	113	125	environmental	environmental	ADJ
ajset-589	113	126	regulations	regulation	NOUN
ajset-589	113	127	in1	in1	ADJ
ajset-589	113	128	out1	out1	VERB
ajset-589	113	129	empty	empty	ADJ
ajset-589	113	130	bottles	bottle	NOUN
ajset-589	113	131	in	in	ADP
ajset-589	113	132	1	1	NUM
ajset-589	113	133	o	o	NOUN
ajset-589	113	134	u	u	NOUN
ajset-589	113	135	t1	t1	NOUN
ajset-589	113	136	display	display	NOUN
ajset-589	113	137	9	9	NUM
ajset-589	113	138	6.65e+004	6.65e+004	NUM
ajset-589	113	139	display	display	NOUN
ajset-589	113	140	8	8	NUM
ajset-589	113	141	4.336	4.336	NUM
ajset-589	113	142	display	display	NOUN
ajset-589	113	143	7	7	NUM
ajset-589	113	144	6.07	6.07	NUM
ajset-589	113	145	display	display	NOUN
ajset-589	113	146	6	6	NUM
ajset-589	113	147	6.937	6.937	NUM
ajset-589	113	148	display	display	NOUN
ajset-589	113	149	5	5	NUM
ajset-589	113	150	8.671	8.671	NUM
ajset-589	113	151	display	display	NOUN
ajset-589	113	152	4	4	NUM
ajset-589	113	153	13	13	NUM
ajset-589	113	154	.01	.01	NUM
ajset-589	113	155	display	display	NOUN
ajset-589	113	156	3	3	NUM
ajset-589	113	157	8.671	8.671	NUM
ajset-589	113	158	display	display	NOUN
ajset-589	113	159	2	2	NUM
ajset-589	113	160	21	21	NUM
ajset-589	113	161	.68	.68	NUM
ajset-589	113	162	display	display	NOUN
ajset-589	113	163	12	12	NUM
ajset-589	113	164	1.2	1.2	NUM
ajset-589	113	165	display	display	NOUN
ajset-589	113	166	11	11	NUM
ajset-589	113	167	1.33	1.33	NUM
ajset-589	113	168	display	display	NOUN
ajset-589	113	169	1	1	NUM
ajset-589	113	170	4165	4165	NUM
ajset-589	113	171	display	display	NOUN
ajset-589	113	172	17	17	NUM
ajset-589	113	173	.34	.34	NUM
ajset-589	113	174	0	0	NUM
ajset-589	113	175	clock	clock	NOUN
ajset-589	113	176	capping	capping	NOUN
ajset-589	113	177	systemi	systemi	ADV
ajset-589	113	178	in	in	ADP
ajset-589	113	179	1	1	NUM
ajset-589	113	180	o	o	NOUN
ajset-589	113	181	u	u	NOUN
ajset-589	113	182	t1	t1	NOUN
ajset-589	113	183	capping	cap	VERB
ajset-589	113	184	in1	in1	ADJ
ajset-589	113	185	out1	out1	NOUN
ajset-589	113	186	out2	out2	PROPN
ajset-589	113	187	awgn	awgn	NOUN
ajset-589	113	188	channel	channel	NOUN
ajset-589	113	189	awgn	awgn	NOUN
ajset-589	113	190	in1	in1	ADJ
ajset-589	113	191	1	1	NUM
ajset-589	113	192	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajset-589	113	193	academic	academic	ADJ
ajset-589	113	194	journal	journal	NOUN
ajset-589	113	195	of	of	ADP
ajset-589	113	196	science	science	NOUN
ajset-589	113	197	,	,	PUNCT
ajset-589	113	198	engineering	engineering	NOUN
ajset-589	113	199	and	and	CCONJ
ajset-589	113	200	technology	technology	NOUN
ajset-589	113	201	vol	vol	NOUN
ajset-589	113	202	.	.	PROPN
ajset-589	113	203	10	10	NUM
ajset-589	113	204	,	,	PUNCT
ajset-589	113	205	issue	issue	NOUN
ajset-589	113	206	1	1	NUM
ajset-589	113	207	;	;	PUNCT
ajset-589	113	208	january	january	PROPN
ajset-589	113	209	-february	-february	PROPN
ajset-589	113	210	2025	2025	NUM
ajset-589	113	211	;	;	PUNCT
ajset-589	113	212	issn	issn	PROPN
ajset-589	113	213	:	:	PUNCT
ajset-589	113	214	2837	2837	NUM
ajset-589	113	215	-	-	SYM
ajset-589	113	216	2964	2964	NUM
ajset-589	113	217	impact	impact	NOUN
ajset-589	113	218	factor	factor	NOUN
ajset-589	113	219	:	:	PUNCT
ajset-589	113	220	7.67	7.67	NUM
ajset-589	113	221	1252	1252	NUM
ajset-589	113	222	columbia	columbia	PROPN
ajset-589	113	223	rd	rd	PROPN
ajset-589	113	224	nw	nw	PROPN
ajset-589	113	225	,	,	PUNCT
ajset-589	113	226	washington	washington	PROPN
ajset-589	113	227	dc	dc	PROPN
ajset-589	113	228	,	,	PUNCT
ajset-589	113	229	united	united	PROPN
ajset-589	113	230	states	states	PROPN
ajset-589	113	231	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	113	232	;	;	PUNCT
ajset-589	113	233	mail	mail	NOUN
ajset-589	113	234	:	:	PUNCT
ajset-589	113	235	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	114	1	33	33	NUM
ajset-589	115	1	|	|	ADV
ajset-589	115	2	a	a	DET
ajset-589	115	3	c	c	NOUN
ajset-589	115	4	a	a	PRON
ajset-589	116	1	d	d	X
ajset-589	116	2	e	e	NOUN
ajset-589	116	3	m	m	NOUN
ajset-589	116	4	i	i	NOUN
ajset-589	116	5	c	c	NOUN
ajset-589	116	6	j	j	NOUN
ajset-589	116	7	o	o	X
ajset-589	116	8	u	u	NOUN
ajset-589	116	9	r	r	NOUN
ajset-589	116	10	n	n	NOUN
ajset-589	116	11	a	a	DET
ajset-589	116	12	l	l	NOUN
ajset-589	117	1	o	o	X
ajset-589	117	2	f	f	X
ajset-589	117	3	s	s	X
ajset-589	117	4	c	c	NOUN
ajset-589	118	1	i	i	NOUN
ajset-589	118	2	e	e	PROPN
ajset-589	118	3	n	n	PROPN
ajset-589	118	4	c	c	NOUN
ajset-589	118	5	e	e	X
ajset-589	118	6	,	,	PUNCT
ajset-589	118	7	e	e	PROPN
ajset-589	118	8	n	n	PRON
ajset-589	118	9	g	g	NOUN
ajset-589	118	10	i	i	PRON
ajset-589	118	11	n	n	VERB
ajset-589	118	12	e	e	NOUN
ajset-589	118	13	e	e	NOUN
ajset-589	118	14	r	r	VERB
ajset-589	118	15	i	i	PRON
ajset-589	118	16	n	n	CCONJ
ajset-589	118	17	g	g	PROPN
ajset-589	118	18	a	a	DET
ajset-589	118	19	n	n	NOUN
ajset-589	118	20	d	d	NOUN
ajset-589	118	21	t	t	NOUN
ajset-589	118	22	e	e	X
ajset-589	118	23	c	c	NOUN
ajset-589	118	24	h	h	NOUN
ajset-589	118	25	n	n	ADV
ajset-589	118	26	o	o	NOUN
ajset-589	118	27	l	l	NOUN
ajset-589	119	1	o	o	X
ajset-589	119	2	g	g	NOUN
ajset-589	119	3	y	y	PROPN
ajset-589	119	4	|	|	ADV
ajset-589	119	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	119	6	fig	fig	NOUN
ajset-589	119	7	8	8	NUM
ajset-589	119	8	designed	design	VERB
ajset-589	119	9	simulink	simulink	NOUN
ajset-589	119	10	model	model	NOUN
ajset-589	119	11	for	for	ADP
ajset-589	119	12	leveraging	leverage	VERB
ajset-589	119	13	machine	machine	NOUN
ajset-589	119	14	learning	learn	VERB
ajset-589	119	15	to	to	PART
ajset-589	119	16	optimize	optimize	VERB
ajset-589	119	17	production	production	NOUN
ajset-589	119	18	processes	process	NOUN
ajset-589	119	19	and	and	CCONJ
ajset-589	119	20	capacity	capacity	NOUN
ajset-589	119	21	in	in	ADP
ajset-589	119	22	the	the	DET
ajset-589	119	23	brewery	brewery	NOUN
ajset-589	119	24	industry	industry	NOUN
ajset-589	119	25	.	.	PUNCT
ajset-589	120	1	the	the	DET
ajset-589	120	2	results	result	NOUN
ajset-589	120	3	obtained	obtain	VERB
ajset-589	120	4	were	be	AUX
ajset-589	120	5	as	as	SCONJ
ajset-589	120	6	shown	show	VERB
ajset-589	120	7	in	in	ADP
ajset-589	120	8	figure	figure	NOUN
ajset-589	120	9	9.0	9.0	NUM
ajset-589	120	10	to	to	ADP
ajset-589	120	11	11.0	11.0	NUM
ajset-589	120	12	to	to	PART
ajset-589	120	13	validate	validate	VERB
ajset-589	120	14	and	and	CCONJ
ajset-589	120	15	justify	justify	VERB
ajset-589	120	16	the	the	DET
ajset-589	120	17	percentage	percentage	NOUN
ajset-589	120	18	improvement	improvement	NOUN
ajset-589	120	19	in	in	ADP
ajset-589	120	20	the	the	DET
ajset-589	120	21	production	production	NOUN
ajset-589	120	22	capacity	capacity	NOUN
ajset-589	120	23	of	of	ADP
ajset-589	120	24	a	a	DET
ajset-589	120	25	brewery	brewery	NOUN
ajset-589	120	26	industry	industry	NOUN
ajset-589	120	27	with	with	ADP
ajset-589	120	28	and	and	CCONJ
ajset-589	120	29	without	without	ADP
ajset-589	120	30	leveraging	leverage	VERB
ajset-589	120	31	machine	machine	NOUN
ajset-589	120	32	learning	learn	VERB
ajset-589	120	33	to	to	PART
ajset-589	120	34	find	find	VERB
ajset-589	120	35	percentage	percentage	NOUN
ajset-589	120	36	improvement	improvement	NOUN
ajset-589	120	37	in	in	ADP
ajset-589	120	38	the	the	DET
ajset-589	120	39	reduction	reduction	NOUN
ajset-589	120	40	of	of	ADP
ajset-589	120	41	inefficient	inefficient	ADJ
ajset-589	120	42	process	process	NOUN
ajset-589	120	43	control	control	NOUN
ajset-589	120	44	and	and	CCONJ
ajset-589	120	45	automation	automation	NOUN
ajset-589	120	46	cause	cause	NOUN
ajset-589	120	47	of	of	ADP
ajset-589	120	48	poor	poor	ADJ
ajset-589	120	49	production	production	NOUN
ajset-589	120	50	capacity	capacity	NOUN
ajset-589	120	51	in	in	ADP
ajset-589	120	52	brewery	brewery	NOUN
ajset-589	120	53	industry	industry	NOUN
ajset-589	120	54	with	with	ADP
ajset-589	120	55	leveraging	leverage	VERB
ajset-589	120	56	machine	machine	NOUN
ajset-589	120	57	learning	learn	VERB
ajset-589	120	58	conventional	conventional	ADJ
ajset-589	120	59	inefficient	inefficient	ADJ
ajset-589	120	60	process	process	NOUN
ajset-589	120	61	control	control	NOUN
ajset-589	120	62	and	and	CCONJ
ajset-589	120	63	automation	automation	NOUN
ajset-589	120	64	=	=	SYM
ajset-589	120	65	20	20	NUM
ajset-589	120	66	%	%	NOUN
ajset-589	120	67	leveraging	leverage	VERB
ajset-589	120	68	machine	machine	NOUN
ajset-589	120	69	learning	learn	VERB
ajset-589	120	70	inefficient	inefficient	ADJ
ajset-589	120	71	process	process	NOUN
ajset-589	120	72	control	control	NOUN
ajset-589	120	73	and	and	CCONJ
ajset-589	120	74	automation	automation	NOUN
ajset-589	120	75	=	=	SYM
ajset-589	120	76	17.34	17.34	NUM
ajset-589	120	77	%	%	NOUN
ajset-589	120	78	%	%	NOUN
ajset-589	120	79	improvement	improvement	NOUN
ajset-589	120	80	in	in	ADP
ajset-589	120	81	the	the	DET
ajset-589	120	82	reduction	reduction	NOUN
ajset-589	120	83	of	of	ADP
ajset-589	120	84	inefficient	inefficient	ADJ
ajset-589	120	85	process	process	NOUN
ajset-589	120	86	control	control	NOUN
ajset-589	120	87	and	and	CCONJ
ajset-589	120	88	automation	automation	NOUN
ajset-589	120	89	cause	cause	NOUN
ajset-589	120	90	of	of	ADP
ajset-589	120	91	poor	poor	ADJ
ajset-589	120	92	production	production	NOUN
ajset-589	120	93	capacity	capacity	NOUN
ajset-589	120	94	in	in	ADP
ajset-589	120	95	brewery	brewery	NOUN
ajset-589	120	96	industry	industry	NOUN
ajset-589	120	97	with	with	ADP
ajset-589	120	98	leveraging	leverage	VERB
ajset-589	120	99	machine	machine	NOUN
ajset-589	120	100	learning=	learning=	ADP
ajset-589	120	101	conventional	conventional	ADJ
ajset-589	120	102	inefficient	inefficient	ADJ
ajset-589	120	103	process	process	NOUN
ajset-589	120	104	control	control	NOUN
ajset-589	120	105	and	and	CCONJ
ajset-589	120	106	automation	automation	NOUN
ajset-589	120	107	leveraging	leverage	VERB
ajset-589	120	108	machine	machine	NOUN
ajset-589	120	109	learning	learn	VERB
ajset-589	120	110	inefficient	inefficient	ADJ
ajset-589	120	111	process	process	NOUN
ajset-589	120	112	control	control	NOUN
ajset-589	120	113	and	and	CCONJ
ajset-589	120	114	automation	automation	NOUN
ajset-589	120	115	%	%	NOUN
ajset-589	120	116	improvement	improvement	NOUN
ajset-589	120	117	in	in	ADP
ajset-589	120	118	the	the	DET
ajset-589	120	119	reduction	reduction	NOUN
ajset-589	120	120	of	of	ADP
ajset-589	120	121	inefficient	inefficient	ADJ
ajset-589	120	122	process	process	NOUN
ajset-589	120	123	control	control	NOUN
ajset-589	120	124	and	and	CCONJ
ajset-589	120	125	automation	automation	NOUN
ajset-589	120	126	cause	cause	NOUN
ajset-589	120	127	of	of	ADP
ajset-589	120	128	poor	poor	ADJ
ajset-589	120	129	production	production	NOUN
ajset-589	120	130	capacity	capacity	NOUN
ajset-589	120	131	in	in	ADP
ajset-589	120	132	brewery	brewery	NOUN
ajset-589	120	133	industry	industry	NOUN
ajset-589	120	134	with	with	ADP
ajset-589	120	135	leveraging	leverage	VERB
ajset-589	120	136	machine	machine	NOUN
ajset-589	120	137	learning=	learning=	NUM
ajset-589	120	138	20	20	NUM
ajset-589	120	139	%	%	NOUN
ajset-589	120	140	17.34	17.34	NUM
ajset-589	120	141	%	%	NOUN
ajset-589	120	142	%	%	NOUN
ajset-589	120	143	improvement	improvement	NOUN
ajset-589	120	144	in	in	ADP
ajset-589	120	145	the	the	DET
ajset-589	120	146	reduction	reduction	NOUN
ajset-589	120	147	of	of	ADP
ajset-589	120	148	inefficient	inefficient	ADJ
ajset-589	120	149	process	process	NOUN
ajset-589	120	150	control	control	NOUN
ajset-589	120	151	and	and	CCONJ
ajset-589	120	152	automation	automation	NOUN
ajset-589	120	153	cause	cause	NOUN
ajset-589	120	154	of	of	ADP
ajset-589	120	155	poor	poor	ADJ
ajset-589	120	156	production	production	NOUN
ajset-589	120	157	capacity	capacity	NOUN
ajset-589	120	158	in	in	ADP
ajset-589	120	159	brewery	brewery	NOUN
ajset-589	120	160	industry	industry	NOUN
ajset-589	120	161	with	with	ADP
ajset-589	120	162	leveraging	leverage	VERB
ajset-589	120	163	machine	machine	NOUN
ajset-589	120	164	learning=2.66	learning=2.66	NOUN
ajset-589	120	165	%	%	NOUN
ajset-589	120	166	to	to	PART
ajset-589	120	167	find	find	VERB
ajset-589	120	168	percentage	percentage	NOUN
ajset-589	120	169	improvement	improvement	NOUN
ajset-589	120	170	in	in	ADP
ajset-589	120	171	the	the	DET
ajset-589	120	172	reduction	reduction	NOUN
ajset-589	120	173	of	of	ADP
ajset-589	120	174	lengthy	lengthy	ADJ
ajset-589	120	175	fermentation	fermentation	NOUN
ajset-589	120	176	and	and	CCONJ
ajset-589	120	177	maturation	maturation	NOUN
ajset-589	120	178	times	time	NOUN
ajset-589	120	179	cause	cause	NOUN
ajset-589	120	180	of	of	ADP
ajset-589	120	181	poor	poor	ADJ
ajset-589	120	182	production	production	NOUN
ajset-589	120	183	capacity	capacity	NOUN
ajset-589	120	184	in	in	ADP
ajset-589	120	185	brewery	brewery	NOUN
ajset-589	120	186	industry	industry	NOUN
ajset-589	120	187	with	with	ADP
ajset-589	120	188	leveraging	leverage	VERB
ajset-589	120	189	machine	machine	NOUN
ajset-589	120	190	learning	learn	VERB
ajset-589	120	191	conventional	conventional	ADJ
ajset-589	120	192	lengthy	lengthy	ADJ
ajset-589	120	193	fermentation	fermentation	NOUN
ajset-589	120	194	and	and	CCONJ
ajset-589	120	195	maturation	maturation	NOUN
ajset-589	120	196	times	time	NOUN
ajset-589	120	197	=	=	SYM
ajset-589	120	198	10	10	NUM
ajset-589	120	199	%	%	NOUN
ajset-589	120	200	leveraging	leverage	VERB
ajset-589	120	201	machine	machine	NOUN
ajset-589	120	202	learning	learn	VERB
ajset-589	120	203	lengthy	lengthy	ADJ
ajset-589	120	204	fermentation	fermentation	NOUN
ajset-589	120	205	and	and	CCONJ
ajset-589	120	206	maturation	maturation	NOUN
ajset-589	120	207	times	time	NOUN
ajset-589	120	208	=	=	SYM
ajset-589	120	209	8.7	8.7	NUM
ajset-589	120	210	%	%	NOUN
ajset-589	120	211	%	%	NOUN
ajset-589	120	212	improvement	improvement	NOUN
ajset-589	120	213	in	in	ADP
ajset-589	120	214	the	the	DET
ajset-589	120	215	reduction	reduction	NOUN
ajset-589	120	216	of	of	ADP
ajset-589	120	217	lengthy	lengthy	ADJ
ajset-589	120	218	fermentation	fermentation	NOUN
ajset-589	120	219	and	and	CCONJ
ajset-589	120	220	maturation	maturation	NOUN
ajset-589	120	221	times	time	NOUN
ajset-589	120	222	cause	cause	NOUN
ajset-589	120	223	of	of	ADP
ajset-589	120	224	poor	poor	ADJ
ajset-589	120	225	production	production	NOUN
ajset-589	120	226	capacity	capacity	NOUN
ajset-589	120	227	in	in	ADP
ajset-589	120	228	brewery	brewery	NOUN
ajset-589	120	229	industry	industry	NOUN
ajset-589	120	230	with	with	ADP
ajset-589	120	231	leveraging	leverage	VERB
ajset-589	120	232	machine	machine	NOUN
ajset-589	120	233	learning=	learning=	ADP
ajset-589	120	234	conventional	conventional	ADJ
ajset-589	120	235	lengthy	lengthy	ADJ
ajset-589	120	236	fermentation	fermentation	NOUN
ajset-589	120	237	and	and	CCONJ
ajset-589	120	238	maturation	maturation	NOUN
ajset-589	120	239	times	time	NOUN
ajset-589	120	240	leveraging	leverage	VERB
ajset-589	120	241	machine	machine	NOUN
ajset-589	120	242	learning	learn	VERB
ajset-589	120	243	lengthy	lengthy	ADJ
ajset-589	120	244	fermentation	fermentation	NOUN
ajset-589	120	245	and	and	CCONJ
ajset-589	120	246	maturation	maturation	NOUN
ajset-589	120	247	times	time	NOUN
ajset-589	120	248	%	%	NOUN
ajset-589	120	249	improvement	improvement	NOUN
ajset-589	120	250	in	in	ADP
ajset-589	120	251	the	the	DET
ajset-589	120	252	reduction	reduction	NOUN
ajset-589	120	253	of	of	ADP
ajset-589	120	254	lengthy	lengthy	ADJ
ajset-589	120	255	fermentation	fermentation	NOUN
ajset-589	120	256	and	and	CCONJ
ajset-589	120	257	maturation	maturation	NOUN
ajset-589	120	258	times	time	NOUN
ajset-589	120	259	cause	cause	NOUN
ajset-589	120	260	of	of	ADP
ajset-589	120	261	poor	poor	ADJ
ajset-589	120	262	production	production	NOUN
ajset-589	120	263	capacity	capacity	NOUN
ajset-589	120	264	in	in	ADP
ajset-589	120	265	brewery	brewery	NOUN
ajset-589	120	266	industry	industry	NOUN
ajset-589	120	267	with	with	ADP
ajset-589	120	268	leveraging	leverage	VERB
ajset-589	120	269	machine	machine	NOUN
ajset-589	120	270	learning=10	learning=10	NOUN
ajset-589	120	271	%	%	NOUN
ajset-589	120	272	8.7	8.7	NUM
ajset-589	120	273	%	%	NOUN
ajset-589	120	274	%	%	NOUN
ajset-589	120	275	improvement	improvement	NOUN
ajset-589	120	276	in	in	ADP
ajset-589	120	277	the	the	DET
ajset-589	120	278	reduction	reduction	NOUN
ajset-589	120	279	of	of	ADP
ajset-589	120	280	lengthy	lengthy	ADJ
ajset-589	120	281	fermentation	fermentation	NOUN
ajset-589	120	282	and	and	CCONJ
ajset-589	120	283	maturation	maturation	NOUN
ajset-589	120	284	times	time	NOUN
ajset-589	120	285	cause	cause	NOUN
ajset-589	120	286	of	of	ADP
ajset-589	120	287	poor	poor	ADJ
ajset-589	120	288	production	production	NOUN
ajset-589	120	289	capacity	capacity	NOUN
ajset-589	120	290	in	in	ADP
ajset-589	120	291	brewery	brewery	NOUN
ajset-589	120	292	industry	industry	NOUN
ajset-589	120	293	with	with	ADP
ajset-589	120	294	leveraging	leverage	VERB
ajset-589	120	295	machine	machine	NOUN
ajset-589	120	296	learning=1.3	learning=1.3	NOUN
ajset-589	120	297	%	%	NOUN
ajset-589	120	298	to	to	PART
ajset-589	120	299	find	find	VERB
ajset-589	120	300	percentage	percentage	NOUN
ajset-589	120	301	improvement	improvement	NOUN
ajset-589	120	302	in	in	ADP
ajset-589	120	303	the	the	DET
ajset-589	120	304	production	production	NOUN
ajset-589	120	305	capacity	capacity	NOUN
ajset-589	120	306	in	in	ADP
ajset-589	120	307	brewery	brewery	NOUN
ajset-589	120	308	industry	industry	NOUN
ajset-589	120	309	with	with	ADP
ajset-589	120	310	leveraging	leverage	VERB
ajset-589	120	311	machine	machine	NOUN
ajset-589	120	312	learning	learn	VERB
ajset-589	120	313	conventional	conventional	ADJ
ajset-589	120	314	production	production	NOUN
ajset-589	120	315	capacity	capacity	NOUN
ajset-589	120	316	=	=	NOUN
ajset-589	120	317	50,000bottles	50,000bottles	NUM
ajset-589	120	318	leveraging	leverage	VERB
ajset-589	120	319	machine	machine	NOUN
ajset-589	120	320	learning	learn	VERB
ajset-589	120	321	production	production	NOUN
ajset-589	120	322	capacity	capacity	NOUN
ajset-589	120	323	=	=	NOUN
ajset-589	120	324	6	6	NUM
ajset-589	120	325	,	,	PUNCT
ajset-589	120	326	6500bottles	6500bottles	NUM
ajset-589	120	327	%	%	NOUN
ajset-589	120	328	improvement	improvement	NOUN
ajset-589	120	329	in	in	ADP
ajset-589	120	330	the	the	DET
ajset-589	120	331	production	production	NOUN
ajset-589	120	332	capacity	capacity	NOUN
ajset-589	120	333	in	in	ADP
ajset-589	120	334	brewery	brewery	NOUN
ajset-589	120	335	industry	industry	NOUN
ajset-589	120	336	with	with	ADP
ajset-589	120	337	leveraging	leverage	VERB
ajset-589	120	338	machine	machine	NOUN
ajset-589	120	339	learning=	learning=	PROPN
ajset-589	121	1	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajset-589	121	2	academic	academic	ADJ
ajset-589	121	3	journal	journal	NOUN
ajset-589	121	4	of	of	ADP
ajset-589	121	5	science	science	NOUN
ajset-589	121	6	,	,	PUNCT
ajset-589	121	7	engineering	engineering	NOUN
ajset-589	121	8	and	and	CCONJ
ajset-589	121	9	technology	technology	NOUN
ajset-589	121	10	vol	vol	NOUN
ajset-589	121	11	.	.	PROPN
ajset-589	121	12	10	10	NUM
ajset-589	121	13	,	,	PUNCT
ajset-589	121	14	issue	issue	NOUN
ajset-589	121	15	1	1	NUM
ajset-589	121	16	;	;	PUNCT
ajset-589	121	17	january	january	PROPN
ajset-589	121	18	-february	-february	PROPN
ajset-589	121	19	2025	2025	NUM
ajset-589	121	20	;	;	PUNCT
ajset-589	121	21	issn	issn	PROPN
ajset-589	121	22	:	:	PUNCT
ajset-589	121	23	2837	2837	NUM
ajset-589	121	24	-	-	SYM
ajset-589	121	25	2964	2964	NUM
ajset-589	121	26	impact	impact	NOUN
ajset-589	121	27	factor	factor	NOUN
ajset-589	121	28	:	:	PUNCT
ajset-589	121	29	7.67	7.67	NUM
ajset-589	121	30	1252	1252	NUM
ajset-589	121	31	columbia	columbia	PROPN
ajset-589	121	32	rd	rd	PROPN
ajset-589	121	33	nw	nw	PROPN
ajset-589	121	34	,	,	PUNCT
ajset-589	121	35	washington	washington	PROPN
ajset-589	121	36	dc	dc	PROPN
ajset-589	121	37	,	,	PUNCT
ajset-589	121	38	united	united	PROPN
ajset-589	121	39	states	states	PROPN
ajset-589	121	40	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	121	41	;	;	PUNCT
ajset-589	121	42	mail	mail	NOUN
ajset-589	121	43	:	:	PUNCT
ajset-589	121	44	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	122	1	34	34	NUM
ajset-589	123	1	|	|	ADV
ajset-589	123	2	a	a	DET
ajset-589	123	3	c	c	NOUN
ajset-589	123	4	a	a	PRON
ajset-589	123	5	d	d	X
ajset-589	123	6	e	e	NOUN
ajset-589	123	7	m	m	NOUN
ajset-589	123	8	i	i	NOUN
ajset-589	123	9	c	c	NOUN
ajset-589	123	10	j	j	NOUN
ajset-589	123	11	o	o	X
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ajset-589	123	15	a	a	DET
ajset-589	123	16	l	l	NOUN
ajset-589	124	1	o	o	X
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ajset-589	125	1	i	i	NOUN
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ajset-589	125	10	i	i	PRON
ajset-589	125	11	n	n	VERB
ajset-589	125	12	e	e	NOUN
ajset-589	125	13	e	e	NOUN
ajset-589	125	14	r	r	VERB
ajset-589	125	15	i	i	PRON
ajset-589	125	16	n	n	CCONJ
ajset-589	125	17	g	g	PROPN
ajset-589	125	18	a	a	DET
ajset-589	125	19	n	n	NOUN
ajset-589	125	20	d	d	NOUN
ajset-589	125	21	t	t	NOUN
ajset-589	125	22	e	e	X
ajset-589	125	23	c	c	NOUN
ajset-589	125	24	h	h	NOUN
ajset-589	125	25	n	n	ADV
ajset-589	125	26	o	o	NOUN
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ajset-589	126	1	o	o	X
ajset-589	126	2	g	g	NOUN
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ajset-589	126	4	|	|	ADV
ajset-589	126	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	126	6	leveraging	leverage	VERB
ajset-589	126	7	machine	machine	NOUN
ajset-589	126	8	learning	learn	VERB
ajset-589	126	9	production	production	NOUN
ajset-589	126	10	capacity	capacity	NOUN
ajset-589	126	11	conventional	conventional	ADJ
ajset-589	126	12	production	production	NOUN
ajset-589	126	13	capacity	capacity	NOUN
ajset-589	126	14	x	x	SYM
ajset-589	126	15	100	100	NUM
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ajset-589	126	18	production	production	NOUN
ajset-589	126	19	capacity	capacity	NOUN
ajset-589	126	20	1	1	NUM
ajset-589	126	21	%	%	NOUN
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ajset-589	126	24	the	the	DET
ajset-589	126	25	production	production	NOUN
ajset-589	126	26	capacity	capacity	NOUN
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ajset-589	126	28	brewery	brewery	NOUN
ajset-589	126	29	industry	industry	NOUN
ajset-589	126	30	with	with	ADP
ajset-589	126	31	leveraging	leverage	VERB
ajset-589	126	32	machine	machine	NOUN
ajset-589	126	33	learning=	learning=	NUM
ajset-589	126	34	6	6	NUM
ajset-589	126	35	,	,	PUNCT
ajset-589	126	36	6500bottles	6500bottles	NUM
ajset-589	126	37	50,000bottles	50,000bottles	NUM
ajset-589	126	38	x100	x100	NUM
ajset-589	126	39	%	%	NOUN
ajset-589	126	40	50,000bottles	50,000bottles	NUM
ajset-589	126	41	1	1	NUM
ajset-589	126	42	%	%	NOUN
ajset-589	126	43	improvement	improvement	NOUN
ajset-589	126	44	in	in	ADP
ajset-589	126	45	the	the	DET
ajset-589	126	46	production	production	NOUN
ajset-589	126	47	capacity	capacity	NOUN
ajset-589	126	48	in	in	ADP
ajset-589	126	49	brewery	brewery	NOUN
ajset-589	126	50	industry	industry	NOUN
ajset-589	126	51	with	with	ADP
ajset-589	126	52	leveraging	leverage	VERB
ajset-589	126	53	machine	machine	NOUN
ajset-589	126	54	learning=33	learning=33	PROPN
ajset-589	126	55	%	%	NOUN
ajset-589	126	56	3.0	3.0	NUM
ajset-589	126	57	4.0	4.0	NUM
ajset-589	126	58	results	result	NOUN
ajset-589	126	59	and	and	CCONJ
ajset-589	126	60	discussions	discussion	NOUN
ajset-589	126	61	table	table	NOUN
ajset-589	126	62	3	3	NUM
ajset-589	126	63	comparison	comparison	NOUN
ajset-589	126	64	of	of	ADP
ajset-589	126	65	conventional	conventional	ADJ
ajset-589	126	66	and	and	CCONJ
ajset-589	126	67	leveraging	leverage	VERB
ajset-589	126	68	machine	machine	NOUN
ajset-589	126	69	learning	learn	VERB
ajset-589	126	70	inefficient	inefficient	ADJ
ajset-589	126	71	process	process	NOUN
ajset-589	126	72	control	control	NOUN
ajset-589	126	73	and	and	CCONJ
ajset-589	126	74	automation	automation	NOUN
ajset-589	126	75	cause	cause	NOUN
ajset-589	126	76	of	of	ADP
ajset-589	126	77	poor	poor	ADJ
ajset-589	126	78	production	production	NOUN
ajset-589	126	79	capacity	capacity	NOUN
ajset-589	126	80	in	in	ADP
ajset-589	126	81	brewery	brewery	NOUN
ajset-589	126	82	industry	industry	NOUN
ajset-589	126	83	time	time	NOUN
ajset-589	126	84	(	(	PUNCT
ajset-589	126	85	days	day	NOUN
ajset-589	126	86	)	)	PUNCT
ajset-589	126	87	conventional	conventional	ADJ
ajset-589	126	88	inefficient	inefficient	ADJ
ajset-589	126	89	process	process	NOUN
ajset-589	126	90	control	control	NOUN
ajset-589	126	91	and	and	CCONJ
ajset-589	126	92	automation	automation	NOUN
ajset-589	126	93	cause	cause	NOUN
ajset-589	126	94	of	of	ADP
ajset-589	126	95	poor	poor	ADJ
ajset-589	126	96	production	production	NOUN
ajset-589	126	97	capacity	capacity	NOUN
ajset-589	126	98	in	in	ADP
ajset-589	126	99	brewery	brewery	NOUN
ajset-589	126	100	industry	industry	NOUN
ajset-589	126	101	(	(	PUNCT
ajset-589	126	102	%	%	INTJ
ajset-589	126	103	)	)	PUNCT
ajset-589	126	104	leveraging	leverage	VERB
ajset-589	126	105	machine	machine	NOUN
ajset-589	126	106	learning	learn	VERB
ajset-589	126	107	inefficient	inefficient	ADJ
ajset-589	126	108	process	process	NOUN
ajset-589	126	109	control	control	NOUN
ajset-589	126	110	and	and	CCONJ
ajset-589	126	111	automation	automation	NOUN
ajset-589	126	112	cause	cause	NOUN
ajset-589	126	113	of	of	ADP
ajset-589	126	114	poor	poor	ADJ
ajset-589	126	115	production	production	NOUN
ajset-589	126	116	capacity	capacity	NOUN
ajset-589	126	117	in	in	ADP
ajset-589	126	118	brewery	brewery	NOUN
ajset-589	126	119	industry	industry	NOUN
ajset-589	126	120	(	(	PUNCT
ajset-589	126	121	%	%	INTJ
ajset-589	126	122	)	)	PUNCT
ajset-589	126	123	1	1	NUM
ajset-589	126	124	20	20	NUM
ajset-589	126	125	17.34	17.34	NUM
ajset-589	126	126	2	2	NUM
ajset-589	126	127	20	20	NUM
ajset-589	126	128	17.34	17.34	NUM
ajset-589	126	129	3	3	NUM
ajset-589	126	130	20	20	NUM
ajset-589	126	131	17.34	17.34	NUM
ajset-589	126	132	4	4	NUM
ajset-589	126	133	20	20	NUM
ajset-589	126	134	17.34	17.34	NUM
ajset-589	126	135	10	10	NUM
ajset-589	126	136	20	20	NUM
ajset-589	126	137	17.34	17.34	NUM
ajset-589	126	138	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajset-589	126	139	academic	academic	ADJ
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ajset-589	126	142	science	science	NOUN
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ajset-589	126	144	engineering	engineering	NOUN
ajset-589	126	145	and	and	CCONJ
ajset-589	126	146	technology	technology	NOUN
ajset-589	126	147	vol	vol	NOUN
ajset-589	126	148	.	.	PROPN
ajset-589	126	149	10	10	NUM
ajset-589	126	150	,	,	PUNCT
ajset-589	126	151	issue	issue	NOUN
ajset-589	126	152	1	1	NUM
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ajset-589	126	155	-february	-february	PROPN
ajset-589	126	156	2025	2025	NUM
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ajset-589	126	158	issn	issn	PROPN
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ajset-589	126	160	2837	2837	NUM
ajset-589	126	161	-	-	SYM
ajset-589	126	162	2964	2964	NUM
ajset-589	126	163	impact	impact	NOUN
ajset-589	126	164	factor	factor	NOUN
ajset-589	126	165	:	:	PUNCT
ajset-589	126	166	7.67	7.67	NUM
ajset-589	126	167	1252	1252	NUM
ajset-589	126	168	columbia	columbia	PROPN
ajset-589	126	169	rd	rd	PROPN
ajset-589	126	170	nw	nw	PROPN
ajset-589	126	171	,	,	PUNCT
ajset-589	126	172	washington	washington	PROPN
ajset-589	126	173	dc	dc	PROPN
ajset-589	126	174	,	,	PUNCT
ajset-589	126	175	united	united	PROPN
ajset-589	126	176	states	states	PROPN
ajset-589	126	177	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	126	178	;	;	PUNCT
ajset-589	126	179	mail	mail	NOUN
ajset-589	126	180	:	:	PUNCT
ajset-589	126	181	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	126	182	35	35	NUM
ajset-589	127	1	|	|	ADV
ajset-589	127	2	a	a	DET
ajset-589	127	3	c	c	NOUN
ajset-589	127	4	a	a	PRON
ajset-589	127	5	d	d	X
ajset-589	127	6	e	e	NOUN
ajset-589	127	7	m	m	NOUN
ajset-589	127	8	i	i	NOUN
ajset-589	127	9	c	c	NOUN
ajset-589	127	10	j	j	NOUN
ajset-589	127	11	o	o	X
ajset-589	127	12	u	u	NOUN
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ajset-589	127	15	a	a	DET
ajset-589	127	16	l	l	NOUN
ajset-589	128	1	o	o	X
ajset-589	128	2	f	f	X
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ajset-589	129	1	i	i	NOUN
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ajset-589	129	5	e	e	X
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ajset-589	129	16	n	n	CCONJ
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ajset-589	129	20	d	d	NOUN
ajset-589	129	21	t	t	NOUN
ajset-589	129	22	e	e	X
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ajset-589	130	1	o	o	X
ajset-589	130	2	g	g	NOUN
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ajset-589	130	4	|	|	ADV
ajset-589	130	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
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ajset-589	130	14	machine	machine	NOUN
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ajset-589	130	16	inefficient	inefficient	ADJ
ajset-589	130	17	process	process	NOUN
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ajset-589	130	20	automation	automation	NOUN
ajset-589	130	21	cause	cause	NOUN
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ajset-589	130	23	poor	poor	ADJ
ajset-589	130	24	production	production	NOUN
ajset-589	130	25	capacity	capacity	NOUN
ajset-589	130	26	in	in	ADP
ajset-589	130	27	brewery	brewery	NOUN
ajset-589	130	28	industry	industry	NOUN
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ajset-589	130	32	process	process	NOUN
ajset-589	130	33	control	control	NOUN
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ajset-589	130	38	poor	poor	ADJ
ajset-589	130	39	production	production	NOUN
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ajset-589	130	41	in	in	ADP
ajset-589	130	42	brewery	brewery	NOUN
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ajset-589	131	2	the	the	DET
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ajset-589	131	11	introduced	introduce	VERB
ajset-589	131	12	in	in	ADP
ajset-589	131	13	the	the	DET
ajset-589	131	14	system	system	NOUN
ajset-589	131	15	,	,	PUNCT
ajset-589	131	16	it	it	PRON
ajset-589	131	17	drastically	drastically	ADV
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ajset-589	131	20	process	process	NOUN
ajset-589	131	21	control	control	NOUN
ajset-589	131	22	and	and	CCONJ
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ajset-589	131	28	capacity	capacity	NOUN
ajset-589	131	29	in	in	ADP
ajset-589	131	30	brewery	brewery	NOUN
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ajset-589	132	1	1	1	NUM
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ajset-589	132	3	3	3	NUM
ajset-589	132	4	4	4	NUM
ajset-589	132	5	5	5	NUM
ajset-589	132	6	6	6	NUM
ajset-589	132	7	7	7	NUM
ajset-589	132	8	8	8	NUM
ajset-589	132	9	9	9	NUM
ajset-589	132	10	10	10	NUM
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ajset-589	135	1	n	n	NOUN
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ajset-589	135	3	a	a	DET
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ajset-589	135	5	t	t	NOUN
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ajset-589	135	8	a	a	DET
ajset-589	135	9	t	t	X
ajset-589	135	10	io	io	X
ajset-589	135	11	n	n	PROPN
ajset-589	135	12	c	c	PROPN
ajset-589	135	13	a	a	DET
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ajset-589	135	15	s	s	NOUN
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ajset-589	135	17	o	o	NOUN
ajset-589	135	18	f	f	X
ajset-589	136	1	p	p	X
ajset-589	136	2	o	o	X
ajset-589	136	3	o	o	X
ajset-589	137	1	r	r	NOUN
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ajset-589	137	3	r	r	NOUN
ajset-589	137	4	o	o	X
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ajset-589	137	6	u	u	X
ajset-589	137	7	c	c	PROPN
ajset-589	137	8	t	t	X
ajset-589	137	9	io	io	X
ajset-589	137	10	n	n	PROPN
ajset-589	137	11	c	c	PROPN
ajset-589	137	12	a	a	DET
ajset-589	137	13	p	p	NOUN
ajset-589	138	1	a	a	DET
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ajset-589	138	21	%	%	NOUN
ajset-589	138	22	)	)	PUNCT
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ajset-589	138	26	)	)	PUNCT
ajset-589	138	27	conventional	conventional	ADJ
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ajset-589	138	33	cause	cause	NOUN
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ajset-589	138	36	production	production	NOUN
ajset-589	138	37	capacity	capacity	NOUN
ajset-589	138	38	in	in	ADP
ajset-589	138	39	brewery	brewery	NOUN
ajset-589	138	40	industry	industry	NOUN
ajset-589	138	41	(	(	PUNCT
ajset-589	138	42	%	%	AUX
ajset-589	138	43	)	)	PUNCT
ajset-589	138	44	leveraging	leverage	VERB
ajset-589	138	45	machine	machine	NOUN
ajset-589	138	46	learning	learn	VERB
ajset-589	138	47	inefficient	inefficient	ADJ
ajset-589	138	48	process	process	NOUN
ajset-589	138	49	control	control	NOUN
ajset-589	138	50	and	and	CCONJ
ajset-589	138	51	automation	automation	NOUN
ajset-589	138	52	cause	cause	NOUN
ajset-589	138	53	of	of	ADP
ajset-589	138	54	poor	poor	ADJ
ajset-589	138	55	production	production	NOUN
ajset-589	138	56	capacity	capacity	NOUN
ajset-589	138	57	in	in	ADP
ajset-589	138	58	brewery	brewery	NOUN
ajset-589	138	59	industry	industry	NOUN
ajset-589	138	60	(	(	PUNCT
ajset-589	138	61	%	%	INTJ
ajset-589	138	62	)	)	PUNCT
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ajset-589	138	66	of	of	ADP
ajset-589	138	67	science	science	NOUN
ajset-589	138	68	,	,	PUNCT
ajset-589	138	69	engineering	engineering	NOUN
ajset-589	138	70	and	and	CCONJ
ajset-589	138	71	technology	technology	NOUN
ajset-589	138	72	vol	vol	NOUN
ajset-589	138	73	.	.	PROPN
ajset-589	138	74	10	10	NUM
ajset-589	138	75	,	,	PUNCT
ajset-589	138	76	issue	issue	NOUN
ajset-589	138	77	1	1	NUM
ajset-589	138	78	;	;	PUNCT
ajset-589	138	79	january	january	PROPN
ajset-589	138	80	-february	-february	PROPN
ajset-589	138	81	2025	2025	NUM
ajset-589	138	82	;	;	PUNCT
ajset-589	138	83	issn	issn	PROPN
ajset-589	138	84	:	:	PUNCT
ajset-589	138	85	2837	2837	NUM
ajset-589	138	86	-	-	SYM
ajset-589	138	87	2964	2964	NUM
ajset-589	138	88	impact	impact	NOUN
ajset-589	138	89	factor	factor	NOUN
ajset-589	138	90	:	:	PUNCT
ajset-589	138	91	7.67	7.67	NUM
ajset-589	138	92	1252	1252	NUM
ajset-589	138	93	columbia	columbia	PROPN
ajset-589	138	94	rd	rd	PROPN
ajset-589	138	95	nw	nw	PROPN
ajset-589	138	96	,	,	PUNCT
ajset-589	138	97	washington	washington	PROPN
ajset-589	138	98	dc	dc	PROPN
ajset-589	138	99	,	,	PUNCT
ajset-589	138	100	united	united	PROPN
ajset-589	138	101	states	states	PROPN
ajset-589	138	102	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	138	103	;	;	PUNCT
ajset-589	138	104	mail	mail	NOUN
ajset-589	138	105	:	:	PUNCT
ajset-589	138	106	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	138	107	36	36	NUM
ajset-589	139	1	|	|	ADV
ajset-589	139	2	a	a	DET
ajset-589	139	3	c	c	NOUN
ajset-589	139	4	a	a	PRON
ajset-589	139	5	d	d	X
ajset-589	139	6	e	e	NOUN
ajset-589	139	7	m	m	NOUN
ajset-589	139	8	i	i	NOUN
ajset-589	139	9	c	c	NOUN
ajset-589	139	10	j	j	NOUN
ajset-589	139	11	o	o	X
ajset-589	139	12	u	u	NOUN
ajset-589	139	13	r	r	NOUN
ajset-589	139	14	n	n	NOUN
ajset-589	139	15	a	a	DET
ajset-589	139	16	l	l	NOUN
ajset-589	140	1	o	o	X
ajset-589	140	2	f	f	X
ajset-589	140	3	s	s	X
ajset-589	140	4	c	c	NOUN
ajset-589	141	1	i	i	NOUN
ajset-589	141	2	e	e	PROPN
ajset-589	141	3	n	n	PROPN
ajset-589	141	4	c	c	NOUN
ajset-589	141	5	e	e	X
ajset-589	141	6	,	,	PUNCT
ajset-589	141	7	e	e	PROPN
ajset-589	141	8	n	n	PRON
ajset-589	141	9	g	g	NOUN
ajset-589	141	10	i	i	PRON
ajset-589	141	11	n	n	VERB
ajset-589	141	12	e	e	NOUN
ajset-589	141	13	e	e	NOUN
ajset-589	141	14	r	r	VERB
ajset-589	141	15	i	i	PRON
ajset-589	141	16	n	n	CCONJ
ajset-589	141	17	g	g	PROPN
ajset-589	141	18	a	a	DET
ajset-589	141	19	n	n	NOUN
ajset-589	141	20	d	d	NOUN
ajset-589	141	21	t	t	NOUN
ajset-589	141	22	e	e	X
ajset-589	141	23	c	c	NOUN
ajset-589	141	24	h	h	NOUN
ajset-589	141	25	n	n	ADV
ajset-589	141	26	o	o	NOUN
ajset-589	141	27	l	l	NOUN
ajset-589	142	1	o	o	X
ajset-589	142	2	g	g	NOUN
ajset-589	142	3	y	y	PROPN
ajset-589	142	4	|	|	ADV
ajset-589	142	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	142	6	table	table	NOUN
ajset-589	142	7	4	4	NUM
ajset-589	142	8	comparison	comparison	NOUN
ajset-589	142	9	of	of	ADP
ajset-589	142	10	conventional	conventional	ADJ
ajset-589	142	11	and	and	CCONJ
ajset-589	142	12	leveraging	leverage	VERB
ajset-589	142	13	machine	machine	NOUN
ajset-589	142	14	learning	learn	VERB
ajset-589	142	15	lengthy	lengthy	ADJ
ajset-589	142	16	fermentation	fermentation	NOUN
ajset-589	142	17	and	and	CCONJ
ajset-589	142	18	maturation	maturation	NOUN
ajset-589	142	19	times	time	NOUN
ajset-589	142	20	cause	cause	NOUN
ajset-589	142	21	of	of	ADP
ajset-589	142	22	poor	poor	ADJ
ajset-589	142	23	production	production	NOUN
ajset-589	142	24	capacity	capacity	NOUN
ajset-589	142	25	in	in	ADP
ajset-589	142	26	brewery	brewery	NOUN
ajset-589	142	27	industry	industry	NOUN
ajset-589	142	28	time	time	NOUN
ajset-589	142	29	(	(	PUNCT
ajset-589	142	30	days	day	NOUN
ajset-589	142	31	)	)	PUNCT
ajset-589	142	32	conventional	conventional	ADJ
ajset-589	142	33	lengthy	lengthy	ADJ
ajset-589	142	34	fermentation	fermentation	NOUN
ajset-589	142	35	and	and	CCONJ
ajset-589	142	36	maturation	maturation	NOUN
ajset-589	142	37	times	time	NOUN
ajset-589	142	38	cause	cause	NOUN
ajset-589	142	39	of	of	ADP
ajset-589	142	40	poor	poor	ADJ
ajset-589	142	41	production	production	NOUN
ajset-589	142	42	capacity	capacity	NOUN
ajset-589	142	43	in	in	ADP
ajset-589	142	44	brewery	brewery	NOUN
ajset-589	142	45	industry	industry	NOUN
ajset-589	142	46	(	(	PUNCT
ajset-589	142	47	%	%	INTJ
ajset-589	142	48	)	)	PUNCT
ajset-589	142	49	leveraging	leverage	VERB
ajset-589	142	50	machine	machine	NOUN
ajset-589	142	51	learning	learn	VERB
ajset-589	142	52	lengthy	lengthy	ADJ
ajset-589	142	53	fermentation	fermentation	NOUN
ajset-589	142	54	and	and	CCONJ
ajset-589	142	55	maturation	maturation	NOUN
ajset-589	142	56	times	time	NOUN
ajset-589	142	57	cause	cause	NOUN
ajset-589	142	58	of	of	ADP
ajset-589	142	59	poor	poor	ADJ
ajset-589	142	60	production	production	NOUN
ajset-589	142	61	capacity	capacity	NOUN
ajset-589	142	62	in	in	ADP
ajset-589	142	63	brewery	brewery	NOUN
ajset-589	142	64	industry	industry	NOUN
ajset-589	142	65	(	(	PUNCT
ajset-589	142	66	%	%	INTJ
ajset-589	142	67	)	)	PUNCT
ajset-589	142	68	1	1	NUM
ajset-589	142	69	10	10	NUM
ajset-589	142	70	8.7	8.7	NUM
ajset-589	142	71	2	2	NUM
ajset-589	142	72	10	10	NUM
ajset-589	142	73	8.7	8.7	NUM
ajset-589	142	74	3	3	NUM
ajset-589	142	75	10	10	NUM
ajset-589	142	76	8.7	8.7	NUM
ajset-589	142	77	4	4	NUM
ajset-589	142	78	10	10	NUM
ajset-589	142	79	8.7	8.7	NUM
ajset-589	142	80	10	10	NUM
ajset-589	142	81	10	10	NUM
ajset-589	142	82	8.7	8.7	NUM
ajset-589	142	83	figure	figure	NOUN
ajset-589	142	84	10.0	10.0	NUM
ajset-589	142	85	:	:	PUNCT
ajset-589	142	86	comparison	comparison	NOUN
ajset-589	142	87	of	of	ADP
ajset-589	142	88	conventional	conventional	ADJ
ajset-589	142	89	and	and	CCONJ
ajset-589	142	90	leveraging	leverage	VERB
ajset-589	142	91	machine	machine	NOUN
ajset-589	142	92	learning	learn	VERB
ajset-589	142	93	lengthy	lengthy	ADJ
ajset-589	142	94	fermentation	fermentation	NOUN
ajset-589	142	95	and	and	CCONJ
ajset-589	142	96	maturation	maturation	NOUN
ajset-589	142	97	times	time	NOUN
ajset-589	142	98	cause	cause	NOUN
ajset-589	142	99	of	of	ADP
ajset-589	142	100	poor	poor	ADJ
ajset-589	142	101	production	production	NOUN
ajset-589	142	102	capacity	capacity	NOUN
ajset-589	142	103	in	in	ADP
ajset-589	142	104	brewery	brewery	NOUN
ajset-589	142	105	industry	industry	NOUN
ajset-589	142	106	the	the	DET
ajset-589	142	107	conventional	conventional	ADJ
ajset-589	142	108	lengthy	lengthy	ADJ
ajset-589	142	109	fermentation	fermentation	NOUN
ajset-589	142	110	and	and	CCONJ
ajset-589	142	111	maturation	maturation	NOUN
ajset-589	142	112	times	time	NOUN
ajset-589	142	113	cause	cause	NOUN
ajset-589	142	114	of	of	ADP
ajset-589	142	115	poor	poor	ADJ
ajset-589	142	116	production	production	NOUN
ajset-589	142	117	capacity	capacity	NOUN
ajset-589	142	118	in	in	ADP
ajset-589	142	119	brewery	brewery	NOUN
ajset-589	142	120	industry	industry	NOUN
ajset-589	142	121	was10	was10	ADJ
ajset-589	142	122	%	%	NOUN
ajset-589	142	123	.	.	PUNCT
ajset-589	143	1	meanwhile	meanwhile	ADV
ajset-589	143	2	,	,	PUNCT
ajset-589	143	3	when	when	SCONJ
ajset-589	143	4	leveraging	leverage	VERB
ajset-589	143	5	machine	machine	NOUN
ajset-589	143	6	learning	learning	NOUN
ajset-589	143	7	was	be	AUX
ajset-589	143	8	incorporated	incorporate	VERB
ajset-589	143	9	in	in	ADP
ajset-589	143	10	the	the	DET
ajset-589	143	11	system	system	NOUN
ajset-589	143	12	,	,	PUNCT
ajset-589	143	13	it	it	PRON
ajset-589	143	14	decisively	decisively	ADV
ajset-589	143	15	1	1	NUM
ajset-589	143	16	2	2	NUM
ajset-589	143	17	3	3	NUM
ajset-589	143	18	4	4	NUM
ajset-589	143	19	5	5	NUM
ajset-589	143	20	6	6	NUM
ajset-589	143	21	7	7	NUM
ajset-589	143	22	8	8	NUM
ajset-589	143	23	9	9	NUM
ajset-589	143	24	10	10	NUM
ajset-589	143	25	8.5	8.5	NUM
ajset-589	143	26	9	9	NUM
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ajset-589	143	28	10	10	NUM
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ajset-589	143	36	e	e	X
ajset-589	143	37	rm	rm	PROPN
ajset-589	143	38	e	e	PROPN
ajset-589	143	39	n	n	ADV
ajset-589	143	40	ta	ta	X
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ajset-589	143	43	n	n	INTJ
ajset-589	143	44	a	a	DET
ajset-589	143	45	n	n	NOUN
ajset-589	143	46	d	d	NOUN
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ajset-589	143	48	a	a	PRON
ajset-589	143	49	tu	tu	INTJ
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ajset-589	143	52	o	o	PROPN
ajset-589	144	1	n	n	ADP
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ajset-589	145	1	i	i	PRON
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ajset-589	145	10	o	o	NOUN
ajset-589	145	11	f	f	X
ajset-589	146	1	p	p	X
ajset-589	146	2	o	o	X
ajset-589	147	1	o	o	X
ajset-589	147	2	r	r	NOUN
ajset-589	147	3	p	p	X
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ajset-589	147	5	d	d	X
ajset-589	147	6	u	u	X
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ajset-589	147	9	o	o	NOUN
ajset-589	147	10	n	n	ADP
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ajset-589	147	13	p	p	NOUN
ajset-589	148	1	a	a	PRON
ajset-589	148	2	c	c	NOUN
ajset-589	149	1	it	it	PRON
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ajset-589	151	1	i	i	PRON
ajset-589	151	2	n	n	PROPN
ajset-589	151	3	b	b	PROPN
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ajset-589	151	16	%	%	NOUN
ajset-589	151	17	)	)	PUNCT
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ajset-589	151	20	days	day	NOUN
ajset-589	151	21	)	)	PUNCT
ajset-589	151	22	conventional	conventional	ADJ
ajset-589	151	23	lengthy	lengthy	ADJ
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ajset-589	151	25	and	and	CCONJ
ajset-589	151	26	maturation	maturation	NOUN
ajset-589	151	27	times	time	NOUN
ajset-589	151	28	cause	cause	NOUN
ajset-589	151	29	of	of	ADP
ajset-589	151	30	poor	poor	ADJ
ajset-589	151	31	production	production	NOUN
ajset-589	151	32	capacity	capacity	NOUN
ajset-589	151	33	in	in	ADP
ajset-589	151	34	brewery	brewery	NOUN
ajset-589	151	35	industry	industry	NOUN
ajset-589	151	36	(	(	PUNCT
ajset-589	151	37	%	%	AUX
ajset-589	151	38	)	)	PUNCT
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ajset-589	151	43	lengthy	lengthy	ADJ
ajset-589	151	44	fermentation	fermentation	NOUN
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ajset-589	151	48	cause	cause	NOUN
ajset-589	151	49	of	of	ADP
ajset-589	151	50	poor	poor	ADJ
ajset-589	151	51	production	production	NOUN
ajset-589	151	52	capacity	capacity	NOUN
ajset-589	151	53	in	in	ADP
ajset-589	151	54	brewery	brewery	NOUN
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ajset-589	151	56	(	(	PUNCT
ajset-589	151	57	%	%	INTJ
ajset-589	151	58	)	)	PUNCT
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ajset-589	151	66	and	and	CCONJ
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ajset-589	151	68	vol	vol	NOUN
ajset-589	151	69	.	.	PROPN
ajset-589	151	70	10	10	NUM
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ajset-589	151	73	1	1	NUM
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ajset-589	151	78	;	;	PUNCT
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ajset-589	151	80	:	:	PUNCT
ajset-589	151	81	2837	2837	NUM
ajset-589	151	82	-	-	SYM
ajset-589	151	83	2964	2964	NUM
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ajset-589	151	86	:	:	PUNCT
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ajset-589	151	99	;	;	PUNCT
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ajset-589	151	101	:	:	PUNCT
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ajset-589	154	1	o	o	X
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ajset-589	155	5	e	e	X
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ajset-589	155	11	n	n	VERB
ajset-589	155	12	e	e	NOUN
ajset-589	155	13	e	e	NOUN
ajset-589	155	14	r	r	VERB
ajset-589	155	15	i	i	PRON
ajset-589	155	16	n	n	CCONJ
ajset-589	155	17	g	g	PROPN
ajset-589	155	18	a	a	DET
ajset-589	155	19	n	n	NOUN
ajset-589	155	20	d	d	NOUN
ajset-589	155	21	t	t	NOUN
ajset-589	155	22	e	e	X
ajset-589	155	23	c	c	NOUN
ajset-589	155	24	h	h	NOUN
ajset-589	155	25	n	n	ADV
ajset-589	155	26	o	o	NOUN
ajset-589	155	27	l	l	NOUN
ajset-589	156	1	o	o	X
ajset-589	156	2	g	g	NOUN
ajset-589	156	3	y	y	PROPN
ajset-589	156	4	|	|	ADV
ajset-589	156	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	156	6	reduced	reduce	VERB
ajset-589	156	7	lengthy	lengthy	ADJ
ajset-589	156	8	fermentation	fermentation	NOUN
ajset-589	156	9	and	and	CCONJ
ajset-589	156	10	maturation	maturation	NOUN
ajset-589	156	11	times	time	NOUN
ajset-589	156	12	cause	cause	NOUN
ajset-589	156	13	of	of	ADP
ajset-589	156	14	poor	poor	ADJ
ajset-589	156	15	production	production	NOUN
ajset-589	156	16	capacity	capacity	NOUN
ajset-589	156	17	in	in	ADP
ajset-589	156	18	brewery	brewery	NOUN
ajset-589	156	19	industry	industry	NOUN
ajset-589	156	20	to	to	ADP
ajset-589	156	21	8.7	8.7	NUM
ajset-589	156	22	%	%	NOUN
ajset-589	156	23	.	.	PUNCT
ajset-589	157	1	table	table	NOUN
ajset-589	157	2	5	5	NUM
ajset-589	157	3	comparison	comparison	NOUN
ajset-589	157	4	of	of	ADP
ajset-589	157	5	conventional	conventional	ADJ
ajset-589	157	6	and	and	CCONJ
ajset-589	157	7	leveraging	leverage	VERB
ajset-589	157	8	machine	machine	NOUN
ajset-589	157	9	learning	learn	VERB
ajset-589	157	10	production	production	NOUN
ajset-589	157	11	capacity	capacity	NOUN
ajset-589	157	12	in	in	ADP
ajset-589	157	13	brewery	brewery	NOUN
ajset-589	157	14	industry	industry	NOUN
ajset-589	157	15	time	time	NOUN
ajset-589	157	16	(	(	PUNCT
ajset-589	157	17	days	day	NOUN
ajset-589	157	18	)	)	PUNCT
ajset-589	157	19	conventional	conventional	ADJ
ajset-589	157	20	production	production	NOUN
ajset-589	157	21	capacity	capacity	NOUN
ajset-589	157	22	in	in	ADP
ajset-589	157	23	brewery	brewery	NOUN
ajset-589	157	24	industry	industry	NOUN
ajset-589	157	25	(	(	PUNCT
ajset-589	157	26	bottles	bottle	NOUN
ajset-589	157	27	)	)	PUNCT
ajset-589	157	28	leveraging	leverage	VERB
ajset-589	157	29	machine	machine	NOUN
ajset-589	157	30	learning	learn	VERB
ajset-589	157	31	production	production	NOUN
ajset-589	157	32	capacity	capacity	NOUN
ajset-589	157	33	in	in	ADP
ajset-589	157	34	brewery	brewery	NOUN
ajset-589	157	35	industry	industry	NOUN
ajset-589	157	36	(	(	PUNCT
ajset-589	157	37	bottles	bottle	NOUN
ajset-589	157	38	)	)	PUNCT
ajset-589	157	39	1	1	NUM
ajset-589	157	40	50000	50000	NUM
ajset-589	157	41	6	6	NUM
ajset-589	157	42	6500	6500	NUM
ajset-589	157	43	2	2	NUM
ajset-589	157	44	50000	50000	NUM
ajset-589	157	45	6	6	NUM
ajset-589	157	46	6,500	6,500	NUM
ajset-589	157	47	3	3	NUM
ajset-589	157	48	50000	50000	NUM
ajset-589	157	49	6	6	NUM
ajset-589	157	50	6,500	6,500	NUM
ajset-589	157	51	4	4	NUM
ajset-589	157	52	50000	50000	NUM
ajset-589	157	53	6	6	NUM
ajset-589	157	54	6,500	6,500	NUM
ajset-589	157	55	10	10	NUM
ajset-589	157	56	50000	50000	NUM
ajset-589	157	57	6	6	NUM
ajset-589	157	58	6,500	6,500	NUM
ajset-589	157	59	fig	fig	NOUN
ajset-589	157	60	11	11	NUM
ajset-589	157	61	comparison	comparison	NOUN
ajset-589	157	62	of	of	ADP
ajset-589	157	63	conventional	conventional	ADJ
ajset-589	157	64	and	and	CCONJ
ajset-589	157	65	leveraging	leverage	VERB
ajset-589	157	66	machine	machine	NOUN
ajset-589	157	67	learning	learn	VERB
ajset-589	157	68	production	production	NOUN
ajset-589	157	69	capacity	capacity	NOUN
ajset-589	157	70	in	in	ADP
ajset-589	157	71	brewery	brewery	NOUN
ajset-589	157	72	industry	industry	NOUN
ajset-589	157	73	the	the	DET
ajset-589	157	74	conventional	conventional	ADJ
ajset-589	157	75	production	production	NOUN
ajset-589	157	76	capacity	capacity	NOUN
ajset-589	157	77	in	in	ADP
ajset-589	157	78	brewery	brewery	NOUN
ajset-589	157	79	industry	industry	NOUN
ajset-589	157	80	was	be	AUX
ajset-589	157	81	50000bottles	50000bottle	NOUN
ajset-589	157	82	of	of	ADP
ajset-589	157	83	drink	drink	NOUN
ajset-589	157	84	.	.	PUNCT
ajset-589	158	1	on	on	ADP
ajset-589	158	2	the	the	DET
ajset-589	158	3	other	other	ADJ
ajset-589	158	4	hand	hand	NOUN
ajset-589	158	5	,	,	PUNCT
ajset-589	158	6	when	when	SCONJ
ajset-589	158	7	leveraging	leverage	VERB
ajset-589	158	8	machine	machine	NOUN
ajset-589	158	9	learning	learning	NOUN
ajset-589	158	10	was	be	AUX
ajset-589	158	11	inculcated	inculcate	VERB
ajset-589	158	12	in	in	ADP
ajset-589	158	13	the	the	DET
ajset-589	158	14	system	system	NOUN
ajset-589	158	15	,	,	PUNCT
ajset-589	158	16	it	it	PRON
ajset-589	158	17	simultaneously	simultaneously	ADV
ajset-589	158	18	enhanced	enhance	VERB
ajset-589	158	19	the	the	DET
ajset-589	158	20	production	production	NOUN
ajset-589	158	21	capacity	capacity	NOUN
ajset-589	158	22	in	in	ADP
ajset-589	158	23	a	a	DET
ajset-589	158	24	brewery	brewery	NOUN
ajset-589	158	25	industry	industry	NOUN
ajset-589	158	26	to6	to6	NOUN
ajset-589	158	27	6500	6500	NUM
ajset-589	158	28	bottles	bottle	NOUN
ajset-589	158	29	of	of	ADP
ajset-589	158	30	drink	drink	NOUN
ajset-589	158	31	.	.	PUNCT
ajset-589	159	1	finally	finally	ADV
ajset-589	159	2	,	,	PUNCT
ajset-589	159	3	with	with	SCONJ
ajset-589	159	4	these	these	DET
ajset-589	159	5	results	result	NOUN
ajset-589	159	6	obtained	obtain	VERB
ajset-589	159	7	,	,	PUNCT
ajset-589	159	8	it	it	PRON
ajset-589	159	9	showed	show	VERB
ajset-589	159	10	that	that	SCONJ
ajset-589	159	11	production	production	NOUN
ajset-589	159	12	capacity	capacity	NOUN
ajset-589	159	13	in	in	ADP
ajset-589	159	14	a	a	DET
ajset-589	159	15	brewery	brewery	NOUN
ajset-589	159	16	industry	industry	NOUN
ajset-589	159	17	was	be	AUX
ajset-589	159	18	optimized	optimize	VERB
ajset-589	159	19	by	by	ADP
ajset-589	159	20	33	33	NUM
ajset-589	159	21	%	%	NOUN
ajset-589	159	22	.	.	PUNCT
ajset-589	160	1	1	1	NUM
ajset-589	160	2	2	2	NUM
ajset-589	160	3	3	3	NUM
ajset-589	160	4	4	4	NUM
ajset-589	160	5	5	5	NUM
ajset-589	160	6	6	6	NUM
ajset-589	160	7	7	7	NUM
ajset-589	160	8	8	8	NUM
ajset-589	160	9	9	9	NUM
ajset-589	160	10	10	10	NUM
ajset-589	160	11	5	5	NUM
ajset-589	160	12	5.2	5.2	NUM
ajset-589	160	13	5.4	5.4	NUM
ajset-589	160	14	5.6	5.6	NUM
ajset-589	160	15	5.8	5.8	NUM
ajset-589	160	16	6	6	NUM
ajset-589	160	17	6.2	6.2	NUM
ajset-589	160	18	6.4	6.4	NUM
ajset-589	160	19	6.6	6.6	NUM
ajset-589	160	20	6.8	6.8	NUM
ajset-589	160	21	x	x	SYM
ajset-589	160	22	10	10	NUM
ajset-589	160	23	4	4	NUM
ajset-589	160	24	p	p	NOUN
ajset-589	160	25	ro	ro	NOUN
ajset-589	160	26	d	d	X
ajset-589	160	27	u	u	X
ajset-589	160	28	c	c	NOUN
ajset-589	160	29	ti	ti	NOUN
ajset-589	160	30	o	o	NOUN
ajset-589	160	31	n	n	ADP
ajset-589	160	32	c	c	PROPN
ajset-589	160	33	a	a	DET
ajset-589	160	34	p	p	NOUN
ajset-589	161	1	a	a	PRON
ajset-589	161	2	c	c	NOUN
ajset-589	162	1	it	it	PRON
ajset-589	163	1	y	y	INTJ
ajset-589	164	1	i	i	PRON
ajset-589	164	2	n	n	PROPN
ajset-589	164	3	b	b	PROPN
ajset-589	164	4	re	re	VERB
ajset-589	164	5	w	w	PROPN
ajset-589	164	6	e	e	NOUN
ajset-589	164	7	ry	ry	NOUN
ajset-589	164	8	i	i	PROPN
ajset-589	164	9	n	n	PROPN
ajset-589	164	10	d	d	X
ajset-589	164	11	u	u	X
ajset-589	164	12	s	s	PART
ajset-589	164	13	tr	tr	NOUN
ajset-589	164	14	y	y	PROPN
ajset-589	164	15	(	(	PUNCT
ajset-589	164	16	b	b	NOUN
ajset-589	164	17	o	o	X
ajset-589	164	18	tt	tt	X
ajset-589	164	19	le	le	PROPN
ajset-589	164	20	s	s	PROPN
ajset-589	164	21	)	)	PUNCT
ajset-589	164	22	time	time	NOUN
ajset-589	164	23	(	(	PUNCT
ajset-589	164	24	days	day	NOUN
ajset-589	164	25	)	)	PUNCT
ajset-589	164	26	conventional	conventional	ADJ
ajset-589	164	27	production	production	NOUN
ajset-589	164	28	capacity	capacity	NOUN
ajset-589	164	29	in	in	ADP
ajset-589	164	30	brewery	brewery	NOUN
ajset-589	164	31	industry	industry	NOUN
ajset-589	164	32	(	(	PUNCT
ajset-589	164	33	bottles	bottle	NOUN
ajset-589	164	34	)	)	PUNCT
ajset-589	164	35	leveraging	leverage	VERB
ajset-589	164	36	machine	machine	NOUN
ajset-589	164	37	learning	learn	VERB
ajset-589	164	38	production	production	NOUN
ajset-589	164	39	capacity	capacity	NOUN
ajset-589	164	40	in	in	ADP
ajset-589	164	41	brewery	brewery	NOUN
ajset-589	164	42	industry	industry	NOUN
ajset-589	164	43	(	(	PUNCT
ajset-589	164	44	bottles	bottle	NOUN
ajset-589	164	45	)	)	PUNCT
ajset-589	164	46	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajset-589	164	47	academic	academic	ADJ
ajset-589	164	48	journal	journal	NOUN
ajset-589	164	49	of	of	ADP
ajset-589	164	50	science	science	NOUN
ajset-589	164	51	,	,	PUNCT
ajset-589	164	52	engineering	engineering	NOUN
ajset-589	164	53	and	and	CCONJ
ajset-589	164	54	technology	technology	NOUN
ajset-589	164	55	vol	vol	NOUN
ajset-589	164	56	.	.	PROPN
ajset-589	164	57	10	10	NUM
ajset-589	164	58	,	,	PUNCT
ajset-589	164	59	issue	issue	NOUN
ajset-589	164	60	1	1	NUM
ajset-589	164	61	;	;	PUNCT
ajset-589	164	62	january	january	PROPN
ajset-589	164	63	-february	-february	PROPN
ajset-589	164	64	2025	2025	NUM
ajset-589	164	65	;	;	PUNCT
ajset-589	164	66	issn	issn	PROPN
ajset-589	164	67	:	:	PUNCT
ajset-589	164	68	2837	2837	NUM
ajset-589	164	69	-	-	SYM
ajset-589	164	70	2964	2964	NUM
ajset-589	164	71	impact	impact	NOUN
ajset-589	164	72	factor	factor	NOUN
ajset-589	164	73	:	:	PUNCT
ajset-589	164	74	7.67	7.67	NUM
ajset-589	164	75	1252	1252	NUM
ajset-589	164	76	columbia	columbia	PROPN
ajset-589	164	77	rd	rd	PROPN
ajset-589	164	78	nw	nw	PROPN
ajset-589	164	79	,	,	PUNCT
ajset-589	164	80	washington	washington	PROPN
ajset-589	164	81	dc	dc	PROPN
ajset-589	164	82	,	,	PUNCT
ajset-589	164	83	united	united	PROPN
ajset-589	164	84	states	states	PROPN
ajset-589	164	85	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	164	86	;	;	PUNCT
ajset-589	164	87	mail	mail	NOUN
ajset-589	164	88	:	:	PUNCT
ajset-589	164	89	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	165	1	38	38	NUM
ajset-589	166	1	|	|	ADV
ajset-589	166	2	a	a	DET
ajset-589	166	3	c	c	NOUN
ajset-589	166	4	a	a	PRON
ajset-589	166	5	d	d	X
ajset-589	166	6	e	e	NOUN
ajset-589	166	7	m	m	NOUN
ajset-589	166	8	i	i	NOUN
ajset-589	166	9	c	c	NOUN
ajset-589	166	10	j	j	NOUN
ajset-589	166	11	o	o	X
ajset-589	166	12	u	u	NOUN
ajset-589	166	13	r	r	NOUN
ajset-589	166	14	n	n	NOUN
ajset-589	166	15	a	a	DET
ajset-589	166	16	l	l	NOUN
ajset-589	167	1	o	o	X
ajset-589	167	2	f	f	X
ajset-589	167	3	s	s	X
ajset-589	167	4	c	c	NOUN
ajset-589	168	1	i	i	NOUN
ajset-589	168	2	e	e	PROPN
ajset-589	168	3	n	n	PROPN
ajset-589	168	4	c	c	NOUN
ajset-589	168	5	e	e	X
ajset-589	168	6	,	,	PUNCT
ajset-589	168	7	e	e	PROPN
ajset-589	168	8	n	n	PRON
ajset-589	168	9	g	g	NOUN
ajset-589	168	10	i	i	PRON
ajset-589	168	11	n	n	VERB
ajset-589	168	12	e	e	NOUN
ajset-589	168	13	e	e	NOUN
ajset-589	168	14	r	r	VERB
ajset-589	168	15	i	i	PRON
ajset-589	168	16	n	n	CCONJ
ajset-589	168	17	g	g	PROPN
ajset-589	168	18	a	a	DET
ajset-589	168	19	n	n	NOUN
ajset-589	168	20	d	d	NOUN
ajset-589	168	21	t	t	NOUN
ajset-589	168	22	e	e	X
ajset-589	168	23	c	c	NOUN
ajset-589	168	24	h	h	NOUN
ajset-589	168	25	n	n	ADV
ajset-589	168	26	o	o	NOUN
ajset-589	168	27	l	l	NOUN
ajset-589	169	1	o	o	X
ajset-589	169	2	g	g	NOUN
ajset-589	169	3	y	y	PROPN
ajset-589	169	4	|	|	ADV
ajset-589	169	5	https://topjournals.org/index.php/ajset	https://topjournals.org/index.php/ajset	VERB
ajset-589	169	6	4.0	4.0	NUM
ajset-589	169	7	conclusion	conclusion	NOUN
ajset-589	169	8	the	the	DET
ajset-589	169	9	consistent	consistent	ADJ
ajset-589	169	10	poor	poor	ADJ
ajset-589	169	11	production	production	NOUN
ajset-589	169	12	capacity	capacity	NOUN
ajset-589	169	13	experienced	experience	VERB
ajset-589	169	14	in	in	ADP
ajset-589	169	15	a	a	DET
ajset-589	169	16	brewery	brewery	NOUN
ajset-589	169	17	industry	industry	NOUN
ajset-589	169	18	is	be	AUX
ajset-589	169	19	anchored	anchor	VERB
ajset-589	169	20	on	on	ADP
ajset-589	169	21	these	these	DET
ajset-589	169	22	factors	factor	NOUN
ajset-589	169	23	,	,	PUNCT
ajset-589	169	24	inefficient	inefficient	ADJ
ajset-589	169	25	process	process	NOUN
ajset-589	169	26	control	control	NOUN
ajset-589	169	27	and	and	CCONJ
ajset-589	169	28	automation	automation	NOUN
ajset-589	169	29	,	,	PUNCT
ajset-589	169	30	equipment	equipment	NOUN
ajset-589	169	31	downtime	downtime	NOUN
ajset-589	169	32	and	and	CCONJ
ajset-589	169	33	maintenance	maintenance	NOUN
ajset-589	169	34	issues	issue	NOUN
ajset-589	169	35	,	,	PUNCT
ajset-589	169	36	variability	variability	NOUN
ajset-589	169	37	in	in	ADP
ajset-589	169	38	raw	raw	ADJ
ajset-589	169	39	material	material	NOUN
ajset-589	169	40	quality	quality	NOUN
ajset-589	169	41	,	,	PUNCT
ajset-589	169	42	suboptimal	suboptimal	ADJ
ajset-589	169	43	scheduling	scheduling	NOUN
ajset-589	169	44	and	and	CCONJ
ajset-589	169	45	resource	resource	NOUN
ajset-589	169	46	allocation	allocation	NOUN
ajset-589	169	47	,	,	PUNCT
ajset-589	169	48	lengthy	lengthy	ADJ
ajset-589	169	49	fermentation	fermentation	NOUN
ajset-589	169	50	and	and	CCONJ
ajset-589	169	51	maturation	maturation	NOUN
ajset-589	169	52	times	time	NOUN
ajset-589	169	53	,	,	PUNCT
ajset-589	169	54	limited	limited	ADJ
ajset-589	169	55	data	data	NOUN
ajset-589	169	56	utilization	utilization	NOUN
ajset-589	169	57	and	and	CCONJ
ajset-589	169	58	real	real	ADJ
ajset-589	169	59	-	-	PUNCT
ajset-589	169	60	time	time	NOUN
ajset-589	169	61	analytics	analytic	NOUN
ajset-589	169	62	,	,	PUNCT
ajset-589	169	63	energy	energy	NOUN
ajset-589	169	64	constraints	constraint	NOUN
ajset-589	169	65	and	and	CCONJ
ajset-589	169	66	environmental	environmental	ADJ
ajset-589	169	67	regulations	regulation	NOUN
ajset-589	169	68	,	,	PUNCT
ajset-589	169	69	labor	labor	NOUN
ajset-589	169	70	shortages	shortage	NOUN
ajset-589	169	71	and	and	CCONJ
ajset-589	169	72	skill	skill	NOUN
ajset-589	169	73	gaps	gap	NOUN
ajset-589	169	74	coupled	couple	VERB
ajset-589	169	75	with	with	ADP
ajset-589	169	76	total	total	ADJ
ajset-589	169	77	production	production	NOUN
ajset-589	169	78	impact	impact	NOUN
ajset-589	169	79	.	.	PUNCT
ajset-589	170	1	this	this	PRON
ajset-589	170	2	was	be	AUX
ajset-589	170	3	overcame	overcome	VERB
ajset-589	170	4	by	by	ADP
ajset-589	170	5	introducing	introduce	VERB
ajset-589	170	6	leveraging	leverage	VERB
ajset-589	170	7	machine	machine	NOUN
ajset-589	170	8	learning	learn	VERB
ajset-589	170	9	to	to	PART
ajset-589	170	10	optimize	optimize	VERB
ajset-589	170	11	production	production	NOUN
ajset-589	170	12	processes	process	NOUN
ajset-589	170	13	and	and	CCONJ
ajset-589	170	14	capacity	capacity	NOUN
ajset-589	170	15	in	in	ADP
ajset-589	170	16	the	the	DET
ajset-589	170	17	brewery	brewery	NOUN
ajset-589	170	18	industry	industry	NOUN
ajset-589	170	19	,	,	PUNCT
ajset-589	170	20	to	to	PART
ajset-589	170	21	perfectly	perfectly	ADV
ajset-589	170	22	achieve	achieve	VERB
ajset-589	170	23	this	this	PRON
ajset-589	170	24	,	,	PUNCT
ajset-589	170	25	it	it	PRON
ajset-589	170	26	was	be	AUX
ajset-589	170	27	done	do	VERB
ajset-589	170	28	in	in	ADP
ajset-589	170	29	the	the	DET
ajset-589	170	30	approach	approach	NOUN
ajset-589	170	31	,	,	PUNCT
ajset-589	170	32	characterizing	characterize	VERB
ajset-589	170	33	and	and	CCONJ
ajset-589	170	34	establishing	establish	VERB
ajset-589	170	35	the	the	DET
ajset-589	170	36	causes	cause	NOUN
ajset-589	170	37	of	of	ADP
ajset-589	170	38	poor	poor	ADJ
ajset-589	170	39	production	production	NOUN
ajset-589	170	40	capacity	capacity	NOUN
ajset-589	170	41	in	in	ADP
ajset-589	170	42	a	a	DET
ajset-589	170	43	brewery	brewery	NOUN
ajset-589	170	44	industry	industry	NOUN
ajset-589	170	45	,	,	PUNCT
ajset-589	170	46	designing	design	VERB
ajset-589	170	47	a	a	DET
ajset-589	170	48	conventional	conventional	ADJ
ajset-589	170	49	simulink	simulink	NOUN
ajset-589	170	50	model	model	NOUN
ajset-589	170	51	for	for	ADP
ajset-589	170	52	production	production	NOUN
ajset-589	170	53	processes	process	NOUN
ajset-589	170	54	in	in	ADP
ajset-589	170	55	the	the	DET
ajset-589	170	56	brewery	brewery	NOUN
ajset-589	170	57	industry	industry	NOUN
ajset-589	170	58	,	,	PUNCT
ajset-589	170	59	designing	design	VERB
ajset-589	170	60	leverage	leverage	NOUN
ajset-589	170	61	machine	machine	NOUN
ajset-589	170	62	learning	learn	VERB
ajset-589	170	63	rule	rule	NOUN
ajset-589	170	64	base	base	NOUN
ajset-589	170	65	that	that	PRON
ajset-589	170	66	will	will	AUX
ajset-589	170	67	reduce	reduce	VERB
ajset-589	170	68	the	the	DET
ajset-589	170	69	causes	cause	NOUN
ajset-589	170	70	of	of	ADP
ajset-589	170	71	poor	poor	ADJ
ajset-589	170	72	production	production	NOUN
ajset-589	170	73	capacity	capacity	NOUN
ajset-589	170	74	in	in	ADP
ajset-589	170	75	a	a	DET
ajset-589	170	76	brewery	brewery	NOUN
ajset-589	170	77	industry	industry	NOUN
ajset-589	170	78	and	and	CCONJ
ajset-589	170	79	simultaneously	simultaneously	ADV
ajset-589	170	80	increase	increase	VERB
ajset-589	170	81	the	the	DET
ajset-589	170	82	production	production	NOUN
ajset-589	170	83	capacity	capacity	NOUN
ajset-589	170	84	,	,	PUNCT
ajset-589	170	85	training	train	VERB
ajset-589	170	86	ann	ann	PROPN
ajset-589	170	87	in	in	ADP
ajset-589	170	88	the	the	DET
ajset-589	170	89	designed	design	VERB
ajset-589	170	90	machine	machine	NOUN
ajset-589	170	91	learning	learn	VERB
ajset-589	170	92	rule	rule	NOUN
ajset-589	170	93	base	base	NOUN
ajset-589	170	94	for	for	ADP
ajset-589	170	95	effective	effective	ADJ
ajset-589	170	96	reduction	reduction	NOUN
ajset-589	170	97	of	of	ADP
ajset-589	170	98	the	the	DET
ajset-589	170	99	causes	cause	NOUN
ajset-589	170	100	of	of	ADP
ajset-589	170	101	poor	poor	ADJ
ajset-589	170	102	production	production	NOUN
ajset-589	170	103	capacity	capacity	NOUN
ajset-589	170	104	in	in	ADP
ajset-589	170	105	a	a	DET
ajset-589	170	106	brewery	brewery	NOUN
ajset-589	170	107	industry	industry	NOUN
ajset-589	170	108	and	and	CCONJ
ajset-589	170	109	simultaneously	simultaneously	ADV
ajset-589	170	110	increase	increase	VERB
ajset-589	170	111	the	the	DET
ajset-589	170	112	production	production	NOUN
ajset-589	170	113	capacity	capacity	NOUN
ajset-589	170	114	,	,	PUNCT
ajset-589	170	115	designing	design	VERB
ajset-589	170	116	a	a	DET
ajset-589	170	117	simulink	simulink	NOUN
ajset-589	170	118	model	model	NOUN
ajset-589	170	119	for	for	ADP
ajset-589	170	120	leverage	leverage	NOUN
ajset-589	170	121	machine	machine	NOUN
ajset-589	170	122	learning	learning	NOUN
ajset-589	170	123	,	,	PUNCT
ajset-589	170	124	developing	develop	VERB
ajset-589	170	125	an	an	DET
ajset-589	170	126	algorithm	algorithm	NOUN
ajset-589	170	127	that	that	PRON
ajset-589	170	128	will	will	AUX
ajset-589	170	129	implement	implement	VERB
ajset-589	170	130	the	the	DET
ajset-589	170	131	process	process	NOUN
ajset-589	170	132	,	,	PUNCT
ajset-589	170	133	designing	design	VERB
ajset-589	170	134	a	a	DET
ajset-589	170	135	simulink	simulink	NOUN
ajset-589	170	136	model	model	NOUN
ajset-589	170	137	for	for	ADP
ajset-589	170	138	leveraging	leverage	VERB
ajset-589	170	139	machine	machine	NOUN
ajset-589	170	140	learning	learn	VERB
ajset-589	170	141	to	to	PART
ajset-589	170	142	optimize	optimize	VERB
ajset-589	170	143	production	production	NOUN
ajset-589	170	144	processes	process	NOUN
ajset-589	170	145	and	and	CCONJ
ajset-589	170	146	capacity	capacity	NOUN
ajset-589	170	147	in	in	ADP
ajset-589	170	148	the	the	DET
ajset-589	170	149	brewery	brewery	NOUN
ajset-589	170	150	industry	industry	NOUN
ajset-589	170	151	and	and	CCONJ
ajset-589	170	152	validating	validate	VERB
ajset-589	170	153	and	and	CCONJ
ajset-589	170	154	justifying	justify	VERB
ajset-589	170	155	the	the	DET
ajset-589	170	156	percentage	percentage	NOUN
ajset-589	170	157	improvement	improvement	NOUN
ajset-589	170	158	in	in	ADP
ajset-589	170	159	the	the	DET
ajset-589	170	160	production	production	NOUN
ajset-589	170	161	capacity	capacity	NOUN
ajset-589	170	162	of	of	ADP
ajset-589	170	163	a	a	DET
ajset-589	170	164	brewery	brewery	NOUN
ajset-589	170	165	industry	industry	NOUN
ajset-589	170	166	with	with	ADP
ajset-589	170	167	and	and	CCONJ
ajset-589	170	168	without	without	ADP
ajset-589	170	169	leveraging	leverage	VERB
ajset-589	170	170	machine	machine	NOUN
ajset-589	170	171	learning	learning	NOUN
ajset-589	170	172	.	.	PUNCT
ajset-589	171	1	the	the	DET
ajset-589	171	2	results	result	NOUN
ajset-589	171	3	obtained	obtain	VERB
ajset-589	171	4	were	be	AUX
ajset-589	171	5	,	,	PUNCT
ajset-589	171	6	the	the	DET
ajset-589	171	7	conventional	conventional	ADJ
ajset-589	171	8	inefficient	inefficient	ADJ
ajset-589	171	9	process	process	NOUN
ajset-589	171	10	control	control	NOUN
ajset-589	171	11	and	and	CCONJ
ajset-589	171	12	automation	automation	NOUN
ajset-589	171	13	cause	cause	NOUN
ajset-589	171	14	of	of	ADP
ajset-589	171	15	poor	poor	ADJ
ajset-589	171	16	production	production	NOUN
ajset-589	171	17	capacity	capacity	NOUN
ajset-589	171	18	in	in	ADP
ajset-589	171	19	brewery	brewery	NOUN
ajset-589	171	20	industry	industry	NOUN
ajset-589	171	21	was20	was20	PROPN
ajset-589	171	22	%	%	NOUN
ajset-589	171	23	.	.	PUNCT
ajset-589	172	1	on	on	ADP
ajset-589	172	2	the	the	DET
ajset-589	172	3	other	other	ADJ
ajset-589	172	4	hand	hand	NOUN
ajset-589	172	5	,	,	PUNCT
ajset-589	172	6	when	when	SCONJ
ajset-589	172	7	leveraging	leverage	VERB
ajset-589	172	8	machine	machine	NOUN
ajset-589	172	9	learning	learning	NOUN
ajset-589	172	10	was	be	AUX
ajset-589	172	11	introduced	introduce	VERB
ajset-589	172	12	in	in	ADP
ajset-589	172	13	the	the	DET
ajset-589	172	14	system	system	NOUN
ajset-589	172	15	,	,	PUNCT
ajset-589	172	16	it	it	PRON
ajset-589	172	17	drastically	drastically	ADV
ajset-589	172	18	reduced	reduce	VERB
ajset-589	172	19	inefficient	inefficient	ADJ
ajset-589	172	20	process	process	NOUN
ajset-589	172	21	control	control	NOUN
ajset-589	172	22	and	and	CCONJ
ajset-589	172	23	automation	automation	NOUN
ajset-589	172	24	cause	cause	NOUN
ajset-589	172	25	of	of	ADP
ajset-589	172	26	poor	poor	ADJ
ajset-589	172	27	production	production	NOUN
ajset-589	172	28	capacity	capacity	NOUN
ajset-589	172	29	in	in	ADP
ajset-589	172	30	brewery	brewery	NOUN
ajset-589	172	31	industry	industry	NOUN
ajset-589	172	32	to17.34	to17.34	PROPN
ajset-589	172	33	%	%	NOUN
ajset-589	172	34	thereby	thereby	ADV
ajset-589	172	35	enhancing	enhance	VERB
ajset-589	172	36	the	the	DET
ajset-589	172	37	production	production	NOUN
ajset-589	172	38	capacity	capacity	NOUN
ajset-589	172	39	,	,	PUNCT
ajset-589	172	40	the	the	DET
ajset-589	172	41	conventional	conventional	ADJ
ajset-589	172	42	lengthy	lengthy	ADJ
ajset-589	172	43	fermentation	fermentation	NOUN
ajset-589	172	44	and	and	CCONJ
ajset-589	172	45	maturation	maturation	NOUN
ajset-589	172	46	times	time	NOUN
ajset-589	172	47	cause	cause	NOUN
ajset-589	172	48	of	of	ADP
ajset-589	172	49	poor	poor	ADJ
ajset-589	172	50	production	production	NOUN
ajset-589	172	51	capacity	capacity	NOUN
ajset-589	172	52	in	in	ADP
ajset-589	172	53	brewery	brewery	NOUN
ajset-589	172	54	industry	industry	NOUN
ajset-589	172	55	was10	was10	ADJ
ajset-589	172	56	%	%	NOUN
ajset-589	172	57	.	.	PUNCT
ajset-589	173	1	meanwhile	meanwhile	ADV
ajset-589	173	2	,	,	PUNCT
ajset-589	173	3	when	when	SCONJ
ajset-589	173	4	leveraging	leverage	VERB
ajset-589	173	5	machine	machine	NOUN
ajset-589	173	6	learning	learning	NOUN
ajset-589	173	7	was	be	AUX
ajset-589	173	8	incorporated	incorporate	VERB
ajset-589	173	9	in	in	ADP
ajset-589	173	10	the	the	DET
ajset-589	173	11	system	system	NOUN
ajset-589	173	12	,	,	PUNCT
ajset-589	173	13	it	it	PRON
ajset-589	173	14	decisively	decisively	ADV
ajset-589	173	15	reduced	reduce	VERB
ajset-589	173	16	lengthy	lengthy	ADJ
ajset-589	173	17	fermentation	fermentation	NOUN
ajset-589	173	18	and	and	CCONJ
ajset-589	173	19	maturation	maturation	NOUN
ajset-589	173	20	times	time	NOUN
ajset-589	173	21	cause	cause	NOUN
ajset-589	173	22	of	of	ADP
ajset-589	173	23	poor	poor	ADJ
ajset-589	173	24	production	production	NOUN
ajset-589	173	25	capacity	capacity	NOUN
ajset-589	173	26	in	in	ADP
ajset-589	173	27	brewery	brewery	NOUN
ajset-589	173	28	industry	industry	NOUN
ajset-589	173	29	to	to	ADP
ajset-589	173	30	8.7	8.7	NUM
ajset-589	173	31	%	%	NOUN
ajset-589	173	32	and	and	CCONJ
ajset-589	173	33	the	the	DET
ajset-589	173	34	conventional	conventional	ADJ
ajset-589	173	35	production	production	NOUN
ajset-589	173	36	capacity	capacity	NOUN
ajset-589	173	37	in	in	ADP
ajset-589	173	38	brewery	brewery	NOUN
ajset-589	173	39	industry	industry	NOUN
ajset-589	173	40	was	be	AUX
ajset-589	173	41	50000bottles	50000bottle	NOUN
ajset-589	173	42	of	of	ADP
ajset-589	173	43	drink	drink	NOUN
ajset-589	173	44	.	.	PUNCT
ajset-589	174	1	on	on	ADP
ajset-589	174	2	the	the	DET
ajset-589	174	3	other	other	ADJ
ajset-589	174	4	hand	hand	NOUN
ajset-589	174	5	,	,	PUNCT
ajset-589	174	6	when	when	SCONJ
ajset-589	174	7	leveraging	leverage	VERB
ajset-589	174	8	machine	machine	NOUN
ajset-589	174	9	learning	learning	NOUN
ajset-589	174	10	was	be	AUX
ajset-589	174	11	inculcated	inculcate	VERB
ajset-589	174	12	in	in	ADP
ajset-589	174	13	the	the	DET
ajset-589	174	14	system	system	NOUN
ajset-589	174	15	,	,	PUNCT
ajset-589	174	16	it	it	PRON
ajset-589	174	17	simultaneously	simultaneously	ADV
ajset-589	174	18	enhanced	enhance	VERB
ajset-589	174	19	the	the	DET
ajset-589	174	20	production	production	NOUN
ajset-589	174	21	capacity	capacity	NOUN
ajset-589	174	22	in	in	ADP
ajset-589	174	23	a	a	DET
ajset-589	174	24	brewery	brewery	NOUN
ajset-589	174	25	industry	industry	NOUN
ajset-589	174	26	to6	to6	NOUN
ajset-589	174	27	6500	6500	NUM
ajset-589	174	28	bottles	bottle	NOUN
ajset-589	174	29	of	of	ADP
ajset-589	174	30	drink	drink	NOUN
ajset-589	174	31	.	.	PUNCT
ajset-589	175	1	finally	finally	ADV
ajset-589	175	2	,	,	PUNCT
ajset-589	175	3	with	with	SCONJ
ajset-589	175	4	these	these	DET
ajset-589	175	5	results	result	NOUN
ajset-589	175	6	obtained	obtain	VERB
ajset-589	175	7	,	,	PUNCT
ajset-589	175	8	it	it	PRON
ajset-589	175	9	showed	show	VERB
ajset-589	175	10	that	that	SCONJ
ajset-589	175	11	production	production	NOUN
ajset-589	175	12	capacity	capacity	NOUN
ajset-589	175	13	in	in	ADP
ajset-589	175	14	a	a	DET
ajset-589	175	15	brewery	brewery	NOUN
ajset-589	175	16	industry	industry	NOUN
ajset-589	175	17	was	be	AUX
ajset-589	175	18	optimized	optimize	VERB
ajset-589	175	19	by	by	ADP
ajset-589	175	20	33	33	NUM
ajset-589	175	21	%	%	NOUN
ajset-589	175	22	.	.	PUNCT
ajset-589	176	1	references	reference	NOUN
ajset-589	176	2	agrawal	agrawal	PROPN
ajset-589	176	3	,	,	PUNCT
ajset-589	176	4	a.	a.	NOUN
ajset-589	176	5	,	,	PUNCT
ajset-589	176	6	gans	gan	NOUN
ajset-589	176	7	,	,	PUNCT
ajset-589	176	8	j.	j.	PROPN
ajset-589	176	9	s.	s.	PROPN
ajset-589	176	10	,	,	PUNCT
ajset-589	176	11	&	&	CCONJ
ajset-589	176	12	goldfarb	goldfarb	PROPN
ajset-589	176	13	,	,	PUNCT
ajset-589	176	14	a.	a.	NOUN
ajset-589	176	15	(	(	PUNCT
ajset-589	176	16	2020	2020	NUM
ajset-589	176	17	)	)	PUNCT
ajset-589	176	18	.	.	PUNCT
ajset-589	177	1	machine	machine	NOUN
ajset-589	177	2	learning	learning	PROPN
ajset-589	177	3	,	,	PUNCT
ajset-589	177	4	process	process	NOUN
ajset-589	177	5	control	control	NOUN
ajset-589	177	6	,	,	PUNCT
ajset-589	177	7	and	and	CCONJ
ajset-589	177	8	industrial	industrial	ADJ
ajset-589	177	9	production	production	NOUN
ajset-589	177	10	.	.	PUNCT
ajset-589	178	1	mit	mit	PROPN
ajset-589	178	2	press	press	PROPN
ajset-589	178	3	.	.	PUNCT
ajset-589	179	1	lydon	lydon	PROPN
ajset-589	179	2	,	,	PUNCT
ajset-589	179	3	m.	m.	NOUN
ajset-589	179	4	,	,	PUNCT
ajset-589	179	5	kim	kim	PROPN
ajset-589	179	6	,	,	PUNCT
ajset-589	179	7	j.	j.	PROPN
ajset-589	179	8	,	,	PUNCT
ajset-589	179	9	&	&	CCONJ
ajset-589	179	10	yang	yang	PROPN
ajset-589	179	11	,	,	PUNCT
ajset-589	179	12	c.	c.	PROPN
ajset-589	179	13	(	(	PUNCT
ajset-589	179	14	2021	2021	NUM
ajset-589	179	15	)	)	PUNCT
ajset-589	179	16	.	.	PUNCT
ajset-589	180	1	machine	machine	NOUN
ajset-589	180	2	learning	learn	VERB
ajset-589	180	3	in	in	ADP
ajset-589	180	4	manufacturing	manufacturing	NOUN
ajset-589	180	5	:	:	PUNCT
ajset-589	180	6	an	an	DET
ajset-589	180	7	overview	overview	NOUN
ajset-589	180	8	of	of	ADP
ajset-589	180	9	applications	application	NOUN
ajset-589	180	10	in	in	ADP
ajset-589	180	11	process	process	NOUN
ajset-589	180	12	optimization	optimization	NOUN
ajset-589	180	13	.	.	PUNCT
ajset-589	181	1	journal	journal	NOUN
ajset-589	181	2	of	of	ADP
ajset-589	181	3	manufacturing	manufacturing	NOUN
ajset-589	181	4	processes	process	NOUN
ajset-589	181	5	,	,	PUNCT
ajset-589	181	6	54	54	NUM
ajset-589	181	7	,	,	PUNCT
ajset-589	181	8	112–128	112–128	NUM
ajset-589	181	9	.	.	PUNCT
ajset-589	182	1	https://doi.org/10.1016/j.jmapro.2020.11.029	https://doi.org/10.1016/j.jmapro.2020.11.029	NOUN
ajset-589	182	2	mailto:topacademicjournals@gmail.com	mailto:topacademicjournals@gmail.com	PROPN
ajset-589	182	3	https://doi.org/10.1016/j.jmapro.2020.11.029	https://doi.org/10.1016/j.jmapro.2020.11.029	NOUN
ajset-589	182	4	academic	academic	ADJ
ajset-589	182	5	journal	journal	NOUN
ajset-589	182	6	of	of	ADP
ajset-589	182	7	science	science	NOUN
ajset-589	182	8	,	,	PUNCT
ajset-589	182	9	engineering	engineering	NOUN
ajset-589	182	10	and	and	CCONJ
ajset-589	182	11	technology	technology	NOUN
ajset-589	182	12	vol	vol	NOUN
ajset-589	182	13	.	.	PROPN
ajset-589	182	14	10	10	NUM
ajset-589	182	15	,	,	PUNCT
ajset-589	182	16	issue	issue	NOUN
ajset-589	182	17	1	1	NUM
ajset-589	182	18	;	;	PUNCT
ajset-589	182	19	january	january	PROPN
ajset-589	182	20	-february	-february	PROPN
ajset-589	182	21	2025	2025	NUM
ajset-589	182	22	;	;	PUNCT
ajset-589	182	23	issn	issn	PROPN
ajset-589	182	24	:	:	PUNCT
ajset-589	182	25	2837	2837	NUM
ajset-589	182	26	-	-	SYM
ajset-589	182	27	2964	2964	NUM
ajset-589	182	28	impact	impact	NOUN
ajset-589	182	29	factor	factor	NOUN
ajset-589	182	30	:	:	PUNCT
ajset-589	182	31	7.67	7.67	NUM
ajset-589	182	32	1252	1252	NUM
ajset-589	182	33	columbia	columbia	PROPN
ajset-589	182	34	rd	rd	PROPN
ajset-589	182	35	nw	nw	PROPN
ajset-589	182	36	,	,	PUNCT
ajset-589	182	37	washington	washington	PROPN
ajset-589	182	38	dc	dc	PROPN
ajset-589	182	39	,	,	PUNCT
ajset-589	182	40	united	united	PROPN
ajset-589	182	41	states	states	PROPN
ajset-589	182	42	https://topjournals.org/index.php/ajset/index	https://topjournals.org/index.php/ajset/index	PROPN
ajset-589	182	43	;	;	PUNCT
ajset-589	182	44	mail	mail	NOUN
ajset-589	182	45	:	:	PUNCT
ajset-589	182	46	topacademicjournals@gmail.com	topacademicjournals@gmail.com	X
ajset-589	183	1	39	39	NUM
ajset-589	184	1	|	|	ADV
ajset-589	184	2	a	a	DET
ajset-589	184	3	c	c	NOUN
ajset-589	184	4	a	a	PRON
ajset-589	184	5	d	d	X
ajset-589	184	6	e	e	NOUN
ajset-589	184	7	m	m	NOUN
ajset-589	184	8	i	i	NOUN
ajset-589	184	9	c	c	NOUN
ajset-589	184	10	j	j	NOUN
ajset-589	184	11	o	o	X
ajset-589	184	12	u	u	NOUN
ajset-589	184	13	r	r	NOUN
ajset-589	184	14	n	n	NOUN
ajset-589	184	15	a	a	DET
ajset-589	184	16	l	l	NOUN
ajset-589	185	1	o	o	X
ajset-589	185	2	f	f	X
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ajset-589	186	7	e	e	PROPN
ajset-589	186	8	n	n	PRON
ajset-589	186	9	g	g	NOUN
ajset-589	186	10	i	i	PRON
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ajset-589	186	13	e	e	NOUN
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ajset-589	186	16	n	n	CCONJ
ajset-589	186	17	g	g	PROPN
ajset-589	186	18	a	a	DET
ajset-589	186	19	n	n	NOUN
ajset-589	186	20	d	d	NOUN
ajset-589	186	21	t	t	NOUN
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ajset-589	187	2	g	g	NOUN
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ajset-589	187	7	,	,	PUNCT
ajset-589	187	8	j.	j.	PROPN
ajset-589	187	9	,	,	PUNCT
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ajset-589	187	16	2019	2019	NUM
ajset-589	187	17	)	)	PUNCT
ajset-589	187	18	.	.	PUNCT
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ajset-589	189	6	)	)	PUNCT
ajset-589	189	7	,	,	PUNCT
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ajset-589	189	9	.	.	PUNCT
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ajset-589	189	12	,	,	PUNCT
ajset-589	189	13	a.	a.	PROPN
ajset-589	189	14	,	,	PUNCT
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ajset-589	189	18	m.	m.	PROPN
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ajset-589	189	21	2020	2020	NUM
ajset-589	189	22	)	)	PUNCT
ajset-589	189	23	.	.	PUNCT
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ajset-589	190	5	the	the	DET
ajset-589	190	6	brewery	brewery	NOUN
ajset-589	190	7	industry	industry	NOUN
ajset-589	190	8	.	.	PUNCT
ajset-589	191	1	industrial	industrial	ADJ
ajset-589	191	2	journal	journal	PROPN
ajset-589	191	3	of	of	ADP
ajset-589	191	4	brewing	brewing	NOUN
ajset-589	191	5	,	,	PUNCT
ajset-589	191	6	126(3	126(3	NUM
ajset-589	191	7	)	)	PUNCT
ajset-589	191	8	,	,	PUNCT
ajset-589	191	9	345–360	345–360	NUM
ajset-589	191	10	.	.	PUNCT
ajset-589	191	11	https://doi.org/10.1111/ijbc.12352	https://doi.org/10.1111/ijbc.12352	PROPN
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ajset-589	191	13	,	,	PUNCT
ajset-589	191	14	s.	s.	PROPN
ajset-589	191	15	,	,	PUNCT
ajset-589	191	16	&	&	CCONJ
ajset-589	191	17	kumar	kumar	PROPN
ajset-589	191	18	,	,	PUNCT
ajset-589	191	19	s.	s.	PROPN
ajset-589	191	20	(	(	PUNCT
ajset-589	191	21	2021	2021	NUM
ajset-589	191	22	)	)	PUNCT
ajset-589	191	23	.	.	PUNCT
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ajset-589	192	2	in	in	ADP
ajset-589	192	3	ai	ai	NOUN
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ajset-589	192	5	machine	machine	NOUN
ajset-589	192	6	learning	learning	NOUN
ajset-589	192	7	applications	application	NOUN
ajset-589	192	8	in	in	ADP
ajset-589	192	9	traditional	traditional	ADJ
ajset-589	192	10	industries	industry	NOUN
ajset-589	192	11	.	.	PUNCT
ajset-589	193	1	ai	ai	VERB
ajset-589	193	2	in	in	ADP
ajset-589	193	3	manufacturing	manufacturing	NOUN
ajset-589	193	4	journal	journal	NOUN
ajset-589	193	5	,	,	PUNCT
ajset-589	193	6	4	4	NUM
ajset-589	193	7	,	,	PUNCT
ajset-589	193	8	23–35	23–35	NUM
ajset-589	193	9	.	.	PUNCT
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ajset-589	194	2	wuest	wu	ADJ
ajset-589	194	3	,	,	PUNCT
ajset-589	194	4	t.	t.	PROPN
ajset-589	194	5	,	,	PUNCT
ajset-589	194	6	weimer	weimer	PROPN
ajset-589	194	7	,	,	PUNCT
ajset-589	194	8	d.	d.	PROPN
ajset-589	194	9	,	,	PUNCT
ajset-589	194	10	irgens	irgens	PROPN
ajset-589	194	11	,	,	PUNCT
ajset-589	194	12	c.	c.	PROPN
ajset-589	194	13	,	,	PUNCT
ajset-589	194	14	&	&	CCONJ
ajset-589	194	15	thoben	thoben	PROPN
ajset-589	194	16	,	,	PUNCT
ajset-589	194	17	k.	k.	PROPN
ajset-589	194	18	d.	d.	PROPN
ajset-589	194	19	(	(	PUNCT
ajset-589	194	20	2019	2019	NUM
ajset-589	194	21	)	)	PUNCT
ajset-589	194	22	.	.	PUNCT
ajset-589	195	1	machine	machine	NOUN
ajset-589	195	2	learning	learn	VERB
ajset-589	195	3	in	in	ADP
ajset-589	195	4	manufacturing	manufacturing	NOUN
ajset-589	195	5	:	:	PUNCT
ajset-589	195	6	advantages	advantage	NOUN
ajset-589	195	7	,	,	PUNCT
ajset-589	195	8	challenges	challenge	NOUN
ajset-589	195	9	,	,	PUNCT
ajset-589	195	10	and	and	CCONJ
ajset-589	195	11	applications	application	NOUN
ajset-589	195	12	.	.	PUNCT
ajset-589	196	1	production	production	NOUN
ajset-589	196	2	engineering	engineering	NOUN
ajset-589	196	3	,	,	PUNCT
ajset-589	196	4	13(2	13(2	PROPN
ajset-589	196	5	)	)	PUNCT
ajset-589	196	6	,	,	PUNCT
ajset-589	196	7	175–187	175–187	NUM
ajset-589	196	8	.	.	PUNCT
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ajset-589	197	3	,	,	PUNCT
ajset-589	197	4	b.	b.	PROPN
ajset-589	197	5	,	,	PUNCT
ajset-589	197	6	dai	dai	PROPN
ajset-589	197	7	,	,	PUNCT
ajset-589	197	8	w.	w.	PROPN
ajset-589	197	9	,	,	PUNCT
ajset-589	197	10	&	&	CCONJ
ajset-589	197	11	yang	yang	PROPN
ajset-589	197	12	,	,	PUNCT
ajset-589	197	13	h.	h.	PROPN
ajset-589	197	14	(	(	PUNCT
ajset-589	197	15	2021	2021	NUM
ajset-589	197	16	)	)	PUNCT
ajset-589	197	17	.	.	PUNCT
ajset-589	198	1	machine	machine	NOUN
ajset-589	198	2	learning	learn	VERB
ajset-589	198	3	for	for	ADP
ajset-589	198	4	smart	smart	ADJ
ajset-589	198	5	manufacturing	manufacturing	NOUN
ajset-589	198	6	:	:	PUNCT
ajset-589	198	7	a	a	DET
ajset-589	198	8	literature	literature	PROPN
ajset-589	198	9	review	review	NOUN
ajset-589	198	10	.	.	PUNCT
ajset-589	199	1	journal	journal	NOUN
ajset-589	199	2	of	of	ADP
ajset-589	199	3	manufacturing	manufacturing	NOUN
ajset-589	199	4	science	science	NOUN
ajset-589	199	5	and	and	CCONJ
ajset-589	199	6	engineering	engineering	NOUN
ajset-589	199	7	,	,	PUNCT
ajset-589	199	8	143(4	143(4	NUM
ajset-589	199	9	)	)	PUNCT
ajset-589	199	10	,	,	PUNCT
ajset-589	199	11	1–13	1–13	NOUN
ajset-589	199	12	.	.	PUNCT
ajset-589	200	1	https://doi.org/10.1115/1.4049023	https://doi.org/10.1115/1.4049023	PROPN
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ajset-589	200	5	https://doi.org/10.1016/j.aim.2020.12.001	https://doi.org/10.1016/j.aim.2020.12.001	PROPN
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ajset-589	200	8	https://doi.org/10.1115/1.4049023	https://doi.org/10.1115/1.4049023	PROPN