id	sid	tid	token	lemma	pos
ajtas-680	1	1	american	american	PROPN
ajtas-680	1	2	journal	journal	PROPN
ajtas-680	1	3	of	of	ADP
ajtas-680	1	4	technology	technology	NOUN
ajtas-680	1	5	and	and	CCONJ
ajtas-680	1	6	applied	apply	VERB
ajtas-680	1	7	sciences	sciences	PROPN
ajtas-680	1	8	issn	issn	X
ajtas-680	1	9	(	(	PUNCT
ajtas-680	1	10	e	e	NOUN
ajtas-680	1	11	):	):	PUNCT
ajtas-680	1	12	2832	2832	NUM
ajtas-680	1	13	-	-	SYM
ajtas-680	1	14	1766	1766	NUM
ajtas-680	1	15	volume	volume	NOUN
ajtas-680	1	16	39	39	NUM
ajtas-680	1	17	,	,	PUNCT
ajtas-680	1	18	august	august	PROPN
ajtas-680	1	19	2025	2025	NUM
ajtas-680	1	20	p	p	NOUN
ajtas-680	1	21	a	a	DET
ajtas-680	1	22	g	g	NOUN
ajtas-680	1	23	e	e	NOUN
ajtas-680	1	24	|	|	ADV
ajtas-680	1	25	20	20	NUM
ajtas-680	1	26	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-680	1	27	сomparative	сomparative	ADJ
ajtas-680	1	28	analysis	analysis	NOUN
ajtas-680	1	29	of	of	ADP
ajtas-680	1	30	the	the	DET
ajtas-680	1	31	performance	performance	NOUN
ajtas-680	1	32	characteristics	characteristic	NOUN
ajtas-680	1	33	of	of	ADP
ajtas-680	1	34	industrial	industrial	ADJ
ajtas-680	1	35	hydrotreatment	hydrotreatment	NOUN
ajtas-680	1	36	catalysts	catalyst	VERB
ajtas-680	1	37	axrarov	axrarov	PROPN
ajtas-680	1	38	bobirxodja	bobirxodja	PROPN
ajtas-680	1	39	baxodirovich	baxodirovich	PROPN
ajtas-680	1	40	tashkent	tashkent	PROPN
ajtas-680	1	41	state	state	PROPN
ajtas-680	1	42	technical	technical	PROPN
ajtas-680	1	43	university	university	NOUN
ajtas-680	1	44	,	,	PUNCT
ajtas-680	1	45	2	2	NUM
ajtas-680	1	46	universitet	universitet	NOUN
ajtas-680	1	47	st	st	PROPN
ajtas-680	1	48	.	.	PROPN
ajtas-680	1	49	,	,	PUNCT
ajtas-680	1	50	100095	100095	NUM
ajtas-680	1	51	,	,	PUNCT
ajtas-680	1	52	tashkent	tashkent	PROPN
ajtas-680	1	53	city	city	PROPN
ajtas-680	1	54	,	,	PUNCT
ajtas-680	1	55	republic	republic	NOUN
ajtas-680	1	56	of	of	ADP
ajtas-680	1	57	uzbekistan	uzbekistan	PROPN
ajtas-680	1	58	dph	dph	PROPN
ajtas-680	1	59	,	,	PUNCT
ajtas-680	1	60	senior	senior	ADJ
ajtas-680	1	61	researcher	researcher	NOUN
ajtas-680	1	62	axrarovbobirxodja@gmail.com	axrarovbobirxodja@gmail.com	PROPN
ajtas-680	1	63	karimova	karimova	PROPN
ajtas-680	1	64	komola	komola	PROPN
ajtas-680	1	65	baxodirovna	baxodirovna	PROPN
ajtas-680	1	66	tashkent	tashkent	PROPN
ajtas-680	1	67	state	state	PROPN
ajtas-680	1	68	technical	technical	PROPN
ajtas-680	1	69	university	university	NOUN
ajtas-680	1	70	,	,	PUNCT
ajtas-680	1	71	2	2	NUM
ajtas-680	1	72	universitet	universitet	NOUN
ajtas-680	1	73	st	st	PROPN
ajtas-680	1	74	.	.	PROPN
ajtas-680	1	75	,	,	PUNCT
ajtas-680	1	76	100095	100095	NUM
ajtas-680	1	77	,	,	PUNCT
ajtas-680	1	78	tashkent	tashkent	PROPN
ajtas-680	1	79	city	city	PROPN
ajtas-680	1	80	,	,	PUNCT
ajtas-680	1	81	republic	republic	NOUN
ajtas-680	1	82	of	of	ADP
ajtas-680	1	83	uzbekistan	uzbekistan	PROPN
ajtas-680	1	84	komola	komola	PROPN
ajtas-680	1	85	karimova	karimova	PROPN
ajtas-680	1	86	bahodir	bahodir	PROPN
ajtas-680	1	87	qizi	qizi	PROPN
ajtas-680	1	88	dph	dph	PROPN
ajtas-680	1	89	,	,	PUNCT
ajtas-680	1	90	senior	senior	ADJ
ajtas-680	1	91	researcher	researcher	NOUN
ajtas-680	1	92	komolakarimova1988@icloud.com	komolakarimova1988@icloud.com	X
ajtas-680	1	93	karimov	karimov	PROPN
ajtas-680	2	1	ma’ruf	ma’ruf	NOUN
ajtas-680	2	2	ixtiyorovich	ixtiyorovich	PROPN
ajtas-680	2	3	tashkent	tashkent	PROPN
ajtas-680	2	4	state	state	PROPN
ajtas-680	2	5	technical	technical	PROPN
ajtas-680	2	6	university	university	NOUN
ajtas-680	2	7	,	,	PUNCT
ajtas-680	2	8	2	2	NUM
ajtas-680	2	9	universitet	universitet	NOUN
ajtas-680	2	10	st	st	PROPN
ajtas-680	2	11	.	.	PROPN
ajtas-680	2	12	,	,	PUNCT
ajtas-680	2	13	100095	100095	NUM
ajtas-680	2	14	,	,	PUNCT
ajtas-680	2	15	tashkent	tashkent	PROPN
ajtas-680	2	16	city	city	PROPN
ajtas-680	2	17	,	,	PUNCT
ajtas-680	2	18	republic	republic	NOUN
ajtas-680	2	19	of	of	ADP
ajtas-680	2	20	uzbekistan	uzbekistan	PROPN
ajtas-680	2	21	dph	dph	PROPN
ajtas-680	2	22	,	,	PUNCT
ajtas-680	2	23	senior	senior	ADJ
ajtas-680	2	24	researcher	researcher	NOUN
ajtas-680	2	25	maruf.karimov.1991@bk.ru	maruf.karimov.1991@bk.ru	VERB
ajtas-680	2	26	a	a	DET
ajtas-680	2	27	b	b	PROPN
ajtas-680	2	28	s	s	ADP
ajtas-680	2	29	t	t	PROPN
ajtas-680	2	30	r	r	NOUN
ajtas-680	2	31	a	a	DET
ajtas-680	2	32	c	c	NOUN
ajtas-680	2	33	t	t	NOUN
ajtas-680	2	34	k	k	X
ajtas-680	2	35	e	e	PROPN
ajtas-680	2	36	y	y	PROPN
ajtas-680	2	37	w	w	NOUN
ajtas-680	2	38	o	o	NOUN
ajtas-680	2	39	r	r	NOUN
ajtas-680	2	40	d	d	X
ajtas-680	2	41	s	s	VERB
ajtas-680	2	42	comparative	comparative	ADJ
ajtas-680	2	43	analysis	analysis	NOUN
ajtas-680	2	44	of	of	ADP
ajtas-680	2	45	hydrotreatment	hydrotreatment	NOUN
ajtas-680	2	46	catalysts	catalyst	NOUN
ajtas-680	2	47	revealed	reveal	VERB
ajtas-680	2	48	notable	notable	ADJ
ajtas-680	2	49	differences	difference	NOUN
ajtas-680	2	50	in	in	ADP
ajtas-680	2	51	their	their	PRON
ajtas-680	2	52	performance	performance	NOUN
ajtas-680	2	53	levels	level	NOUN
ajtas-680	2	54	.	.	PUNCT
ajtas-680	3	1	the	the	DET
ajtas-680	3	2	study	study	NOUN
ajtas-680	3	3	demonstrated	demonstrate	VERB
ajtas-680	3	4	that	that	SCONJ
ajtas-680	3	5	the	the	DET
ajtas-680	3	6	industrial	industrial	ADJ
ajtas-680	3	7	hydrotreating	hydrotreate	VERB
ajtas-680	3	8	catalysts	catalyst	NOUN
ajtas-680	3	9	type	type	NOUN
ajtas-680	3	10	-	-	PUNCT
ajtas-680	3	11	acm	acm	NOUN
ajtas-680	3	12	(	(	PUNCT
ajtas-680	3	13	alumina	alumina	NOUN
ajtas-680	3	14	–	–	PUNCT
ajtas-680	3	15	cobalt	cobalt	NOUN
ajtas-680	3	16	–	–	PUNCT
ajtas-680	3	17	molybdenum	molybdenum	NOUN
ajtas-680	3	18	)	)	PUNCT
ajtas-680	3	19	and	and	CCONJ
ajtas-680	3	20	anms	anms	NOUN
ajtas-680	3	21	(	(	PUNCT
ajtas-680	3	22	alumina	alumina	NOUN
ajtas-680	3	23	–	–	PUNCT
ajtas-680	3	24	nickel	nickel	NOUN
ajtas-680	3	25	–	–	PUNCT
ajtas-680	3	26	molybdenum	molybdenum	NOUN
ajtas-680	3	27	–	–	PUNCT
ajtas-680	3	28	silicate	silicate	NOUN
ajtas-680	3	29	)	)	PUNCT
ajtas-680	3	30	manifest	manifest	VERB
ajtas-680	3	31	a	a	DET
ajtas-680	3	32	significantly	significantly	ADV
ajtas-680	3	33	lower	low	ADJ
ajtas-680	3	34	activity	activity	NOUN
ajtas-680	3	35	in	in	ADP
ajtas-680	3	36	the	the	DET
ajtas-680	3	37	thiophene	thiophene	NOUN
ajtas-680	3	38	hydrodesulfurization	hydrodesulfurization	NOUN
ajtas-680	3	39	reaction	reaction	NOUN
ajtas-680	3	40	.	.	PUNCT
ajtas-680	4	1	specifically	specifically	ADV
ajtas-680	4	2	,	,	PUNCT
ajtas-680	4	3	their	their	PRON
ajtas-680	4	4	performance	performance	NOUN
ajtas-680	4	5	characteristics	characteristic	NOUN
ajtas-680	4	6	were	be	AUX
ajtas-680	4	7	roughly	roughly	ADV
ajtas-680	4	8	two	two	NUM
ajtas-680	4	9	times	time	NOUN
ajtas-680	4	10	lower	low	ADJ
ajtas-680	4	11	compared	compare	VERB
ajtas-680	4	12	to	to	ADP
ajtas-680	4	13	the	the	DET
ajtas-680	4	14	most	most	ADV
ajtas-680	4	15	effective	effective	ADJ
ajtas-680	4	16	similar	similar	ADJ
ajtas-680	4	17	catalysts	catalyst	NOUN
ajtas-680	4	18	produced	produce	VERB
ajtas-680	4	19	abroad	abroad	ADV
ajtas-680	4	20	.	.	PUNCT
ajtas-680	5	1	this	this	PRON
ajtas-680	5	2	was	be	AUX
ajtas-680	5	3	observed	observe	VERB
ajtas-680	5	4	both	both	CCONJ
ajtas-680	5	5	before	before	ADV
ajtas-680	5	6	and	and	CCONJ
ajtas-680	5	7	after	after	ADP
ajtas-680	5	8	sulfidation	sulfidation	NOUN
ajtas-680	5	9	with	with	ADP
ajtas-680	5	10	hydrogen	hydrogen	NOUN
ajtas-680	5	11	sulfide	sulfide	NOUN
ajtas-680	5	12	,	,	PUNCT
ajtas-680	5	13	suggesting	suggest	VERB
ajtas-680	5	14	that	that	SCONJ
ajtas-680	5	15	while	while	SCONJ
ajtas-680	5	16	sulfidation	sulfidation	NOUN
ajtas-680	5	17	does	do	AUX
ajtas-680	5	18	improve	improve	VERB
ajtas-680	5	19	their	their	PRON
ajtas-680	5	20	performance	performance	NOUN
ajtas-680	5	21	,	,	PUNCT
ajtas-680	5	22	it	it	PRON
ajtas-680	5	23	does	do	AUX
ajtas-680	5	24	not	not	PART
ajtas-680	5	25	bring	bring	VERB
ajtas-680	5	26	them	they	PRON
ajtas-680	5	27	to	to	ADP
ajtas-680	5	28	the	the	DET
ajtas-680	5	29	level	level	NOUN
ajtas-680	5	30	of	of	ADP
ajtas-680	5	31	their	their	PRON
ajtas-680	5	32	more	more	ADV
ajtas-680	5	33	advanced	advanced	ADJ
ajtas-680	5	34	samples	sample	NOUN
ajtas-680	5	35	produced	produce	VERB
ajtas-680	5	36	abroad	abroad	ADV
ajtas-680	5	37	.	.	PUNCT
ajtas-680	6	1	the	the	DET
ajtas-680	6	2	findings	finding	NOUN
ajtas-680	6	3	highlight	highlight	VERB
ajtas-680	6	4	the	the	DET
ajtas-680	6	5	need	need	NOUN
ajtas-680	6	6	for	for	ADP
ajtas-680	6	7	further	further	ADJ
ajtas-680	6	8	optimization	optimization	NOUN
ajtas-680	6	9	of	of	ADP
ajtas-680	6	10	catalysts	catalyst	NOUN
ajtas-680	6	11	to	to	PART
ajtas-680	6	12	enhance	enhance	VERB
ajtas-680	6	13	their	their	PRON
ajtas-680	6	14	performance	performance	NOUN
ajtas-680	6	15	and	and	CCONJ
ajtas-680	6	16	competitiveness	competitiveness	NOUN
ajtas-680	6	17	in	in	ADP
ajtas-680	6	18	industrial	industrial	ADJ
ajtas-680	6	19	applications	application	NOUN
ajtas-680	6	20	.	.	PUNCT
ajtas-680	7	1	catalyst	catalyst	NOUN
ajtas-680	7	2	,	,	PUNCT
ajtas-680	7	3	gasoline	gasoline	NOUN
ajtas-680	7	4	,	,	PUNCT
ajtas-680	7	5	oil	oil	NOUN
ajtas-680	7	6	refining	refining	NOUN
ajtas-680	7	7	,	,	PUNCT
ajtas-680	7	8	petrochemistry	petrochemistry	NOUN
ajtas-680	7	9	,	,	PUNCT
ajtas-680	7	10	sulfur	sulfur	NOUN
ajtas-680	7	11	,	,	PUNCT
ajtas-680	7	12	purification	purification	NOUN
ajtas-680	7	13	,	,	PUNCT
ajtas-680	7	14	diesel	diesel	NOUN
ajtas-680	7	15	fuel	fuel	NOUN
ajtas-680	7	16	.	.	PUNCT
ajtas-680	8	1	american	american	ADJ
ajtas-680	8	2	journal	journal	PROPN
ajtas-680	8	3	of	of	ADP
ajtas-680	8	4	technology	technology	NOUN
ajtas-680	8	5	and	and	CCONJ
ajtas-680	8	6	applied	apply	VERB
ajtas-680	8	7	sciences	science	NOUN
ajtas-680	8	8	39	39	NUM
ajtas-680	8	9	,	,	PUNCT
ajtas-680	8	10	august	august	PROPN
ajtas-680	8	11	2025	2025	NUM
ajtas-680	8	12	p	p	NOUN
ajtas-680	8	13	a	a	DET
ajtas-680	8	14	g	g	NOUN
ajtas-680	8	15	e	e	NOUN
ajtas-680	8	16	|	|	ADV
ajtas-680	8	17	21	21	NUM
ajtas-680	8	18	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-680	8	19	introduction	introduction	NOUN
ajtas-680	8	20	the	the	DET
ajtas-680	8	21	growing	grow	VERB
ajtas-680	8	22	demand	demand	NOUN
ajtas-680	8	23	for	for	ADP
ajtas-680	8	24	cleaner	clean	ADJ
ajtas-680	8	25	and	and	CCONJ
ajtas-680	8	26	more	more	ADV
ajtas-680	8	27	efficient	efficient	ADJ
ajtas-680	8	28	energy	energy	NOUN
ajtas-680	8	29	sources	source	NOUN
ajtas-680	8	30	has	have	AUX
ajtas-680	8	31	led	lead	VERB
ajtas-680	8	32	to	to	ADP
ajtas-680	8	33	significant	significant	ADJ
ajtas-680	8	34	advancements	advancement	NOUN
ajtas-680	8	35	in	in	ADP
ajtas-680	8	36	catalytic	catalytic	ADJ
ajtas-680	8	37	processes	process	NOUN
ajtas-680	8	38	,	,	PUNCT
ajtas-680	8	39	particularly	particularly	ADV
ajtas-680	8	40	in	in	ADP
ajtas-680	8	41	the	the	DET
ajtas-680	8	42	field	field	NOUN
ajtas-680	8	43	of	of	ADP
ajtas-680	8	44	hydrodesulfurization	hydrodesulfurization	NOUN
ajtas-680	8	45	(	(	PUNCT
ajtas-680	8	46	hds	hds	PROPN
ajtas-680	8	47	)	)	PUNCT
ajtas-680	8	48	.	.	PUNCT
ajtas-680	9	1	one	one	NUM
ajtas-680	9	2	of	of	ADP
ajtas-680	9	3	the	the	DET
ajtas-680	9	4	key	key	ADJ
ajtas-680	9	5	challenges	challenge	NOUN
ajtas-680	9	6	in	in	ADP
ajtas-680	9	7	modern	modern	ADJ
ajtas-680	9	8	refining	refining	NOUN
ajtas-680	9	9	processes	process	NOUN
ajtas-680	9	10	is	be	AUX
ajtas-680	9	11	the	the	DET
ajtas-680	9	12	effective	effective	ADJ
ajtas-680	9	13	removal	removal	NOUN
ajtas-680	9	14	of	of	ADP
ajtas-680	9	15	sulphur	sulphur	NOUN
ajtas-680	9	16	compounds	compound	NOUN
ajtas-680	9	17	from	from	ADP
ajtas-680	9	18	petroleum	petroleum	NOUN
ajtas-680	9	19	fractions	fraction	NOUN
ajtas-680	9	20	,	,	PUNCT
ajtas-680	9	21	as	as	SCONJ
ajtas-680	9	22	sulphur	sulphur	NOUN
ajtas-680	9	23	content	content	NOUN
ajtas-680	9	24	in	in	ADP
ajtas-680	9	25	fuels	fuel	NOUN
ajtas-680	9	26	significantly	significantly	ADV
ajtas-680	9	27	affects	affect	VERB
ajtas-680	9	28	both	both	CCONJ
ajtas-680	9	29	their	their	PRON
ajtas-680	9	30	environmental	environmental	ADJ
ajtas-680	9	31	impact	impact	NOUN
ajtas-680	9	32	and	and	CCONJ
ajtas-680	9	33	combustion	combustion	NOUN
ajtas-680	9	34	efficiency	efficiency	NOUN
ajtas-680	9	35	.	.	PUNCT
ajtas-680	10	1	catalysts	catalyst	NOUN
ajtas-680	10	2	play	play	VERB
ajtas-680	10	3	a	a	DET
ajtas-680	10	4	central	central	ADJ
ajtas-680	10	5	role	role	NOUN
ajtas-680	10	6	in	in	ADP
ajtas-680	10	7	these	these	DET
ajtas-680	10	8	processes	process	NOUN
ajtas-680	10	9	,	,	PUNCT
ajtas-680	10	10	and	and	CCONJ
ajtas-680	10	11	their	their	PRON
ajtas-680	10	12	development	development	NOUN
ajtas-680	10	13	is	be	AUX
ajtas-680	10	14	crucial	crucial	ADJ
ajtas-680	10	15	for	for	ADP
ajtas-680	10	16	meeting	meet	VERB
ajtas-680	10	17	stringent	stringent	ADJ
ajtas-680	10	18	environmental	environmental	ADJ
ajtas-680	10	19	standards	standard	NOUN
ajtas-680	10	20	while	while	SCONJ
ajtas-680	10	21	ensuring	ensure	VERB
ajtas-680	10	22	the	the	DET
ajtas-680	10	23	production	production	NOUN
ajtas-680	10	24	of	of	ADP
ajtas-680	10	25	high	high	ADJ
ajtas-680	10	26	-	-	PUNCT
ajtas-680	10	27	quality	quality	NOUN
ajtas-680	10	28	fuels	fuel	NOUN
ajtas-680	10	29	[	[	X
ajtas-680	10	30	13	13	NUM
ajtas-680	10	31	]	]	PUNCT
ajtas-680	10	32	.	.	PUNCT
ajtas-680	11	1	the	the	DET
ajtas-680	11	2	paper	paper	NOUN
ajtas-680	11	3	focuses	focus	VERB
ajtas-680	11	4	on	on	ADP
ajtas-680	11	5	the	the	DET
ajtas-680	11	6	study	study	NOUN
ajtas-680	11	7	of	of	ADP
ajtas-680	11	8	catalysts	catalyst	NOUN
ajtas-680	11	9	used	use	VERB
ajtas-680	11	10	for	for	ADP
ajtas-680	11	11	hydrodesulfurization	hydrodesulfurization	NOUN
ajtas-680	11	12	,	,	PUNCT
ajtas-680	11	13	specifically	specifically	ADV
ajtas-680	11	14	examining	examine	VERB
ajtas-680	11	15	the	the	DET
ajtas-680	11	16	various	various	ADJ
ajtas-680	11	17	types	type	NOUN
ajtas-680	11	18	of	of	ADP
ajtas-680	11	19	catalysts	catalyst	NOUN
ajtas-680	11	20	and	and	CCONJ
ajtas-680	11	21	their	their	PRON
ajtas-680	11	22	effectiveness	effectiveness	NOUN
ajtas-680	11	23	in	in	ADP
ajtas-680	11	24	removing	remove	VERB
ajtas-680	11	25	sulphur	sulphur	NOUN
ajtas-680	11	26	from	from	ADP
ajtas-680	11	27	petroleum	petroleum	NOUN
ajtas-680	11	28	products	product	NOUN
ajtas-680	11	29	.	.	PUNCT
ajtas-680	12	1	the	the	DET
ajtas-680	12	2	analysis	analysis	NOUN
ajtas-680	12	3	includes	include	VERB
ajtas-680	12	4	a	a	DET
ajtas-680	12	5	comparison	comparison	NOUN
ajtas-680	12	6	of	of	ADP
ajtas-680	12	7	both	both	CCONJ
ajtas-680	12	8	domestic	domestic	ADJ
ajtas-680	12	9	and	and	CCONJ
ajtas-680	12	10	internationally	internationally	ADV
ajtas-680	12	11	manufactured	manufacture	VERB
ajtas-680	12	12	catalysts	catalyst	NOUN
ajtas-680	12	13	,	,	PUNCT
ajtas-680	12	14	with	with	ADP
ajtas-680	12	15	a	a	DET
ajtas-680	12	16	focus	focus	NOUN
ajtas-680	12	17	on	on	ADP
ajtas-680	12	18	their	their	PRON
ajtas-680	12	19	activity	activity	NOUN
ajtas-680	12	20	under	under	ADP
ajtas-680	12	21	different	different	ADJ
ajtas-680	12	22	conditions	condition	NOUN
ajtas-680	12	23	,	,	PUNCT
ajtas-680	12	24	such	such	ADJ
ajtas-680	12	25	as	as	ADP
ajtas-680	12	26	with	with	ADP
ajtas-680	12	27	or	or	CCONJ
ajtas-680	12	28	without	without	ADP
ajtas-680	12	29	prior	prior	ADJ
ajtas-680	12	30	sulfurization	sulfurization	NOUN
ajtas-680	12	31	.	.	PUNCT
ajtas-680	13	1	the	the	DET
ajtas-680	13	2	goal	goal	NOUN
ajtas-680	13	3	of	of	ADP
ajtas-680	13	4	this	this	DET
ajtas-680	13	5	work	work	NOUN
ajtas-680	13	6	is	be	AUX
ajtas-680	13	7	to	to	PART
ajtas-680	13	8	ensure	ensure	VERB
ajtas-680	13	9	better	well	ADJ
ajtas-680	13	10	understanding	understanding	NOUN
ajtas-680	13	11	of	of	ADP
ajtas-680	13	12	the	the	DET
ajtas-680	13	13	factors	factor	NOUN
ajtas-680	13	14	influencing	influence	VERB
ajtas-680	13	15	catalyst	catalyst	NOUN
ajtas-680	13	16	performance	performance	NOUN
ajtas-680	13	17	and	and	CCONJ
ajtas-680	13	18	to	to	PART
ajtas-680	13	19	identify	identify	VERB
ajtas-680	13	20	the	the	DET
ajtas-680	13	21	most	most	ADV
ajtas-680	13	22	efficient	efficient	ADJ
ajtas-680	13	23	materials	material	NOUN
ajtas-680	13	24	for	for	ADP
ajtas-680	13	25	hydrodesulfurization	hydrodesulfurization	NOUN
ajtas-680	13	26	processes	process	NOUN
ajtas-680	13	27	[	[	X
ajtas-680	13	28	4	4	NUM
ajtas-680	13	29	-	-	SYM
ajtas-680	13	30	8	8	NUM
ajtas-680	13	31	]	]	PUNCT
ajtas-680	13	32	.	.	PUNCT
ajtas-680	14	1	through	through	ADP
ajtas-680	14	2	this	this	DET
ajtas-680	14	3	study	study	NOUN
ajtas-680	14	4	,	,	PUNCT
ajtas-680	14	5	we	we	PRON
ajtas-680	14	6	aim	aim	VERB
ajtas-680	14	7	to	to	PART
ajtas-680	14	8	provide	provide	VERB
ajtas-680	14	9	valuable	valuable	ADJ
ajtas-680	14	10	insights	insight	NOUN
ajtas-680	14	11	into	into	ADP
ajtas-680	14	12	the	the	DET
ajtas-680	14	13	synthesis	synthesis	NOUN
ajtas-680	14	14	,	,	PUNCT
ajtas-680	14	15	activation	activation	NOUN
ajtas-680	14	16	,	,	PUNCT
ajtas-680	14	17	and	and	CCONJ
ajtas-680	14	18	application	application	NOUN
ajtas-680	14	19	of	of	ADP
ajtas-680	14	20	catalysts	catalyst	NOUN
ajtas-680	14	21	,	,	PUNCT
ajtas-680	14	22	contributing	contribute	VERB
ajtas-680	14	23	to	to	ADP
ajtas-680	14	24	the	the	DET
ajtas-680	14	25	development	development	NOUN
ajtas-680	14	26	of	of	ADP
ajtas-680	14	27	more	more	ADV
ajtas-680	14	28	sustainable	sustainable	ADJ
ajtas-680	14	29	and	and	CCONJ
ajtas-680	14	30	eco	eco	NOUN
ajtas-680	14	31	-	-	PUNCT
ajtas-680	14	32	friendly	friendly	ADJ
ajtas-680	14	33	refining	refining	NOUN
ajtas-680	14	34	technologies	technology	NOUN
ajtas-680	14	35	.	.	PUNCT
ajtas-680	15	1	materials	material	NOUN
ajtas-680	15	2	and	and	CCONJ
ajtas-680	15	3	methods	method	NOUN
ajtas-680	15	4	one	one	NUM
ajtas-680	15	5	of	of	ADP
ajtas-680	15	6	the	the	DET
ajtas-680	15	7	significant	significant	ADJ
ajtas-680	15	8	sources	source	NOUN
ajtas-680	15	9	of	of	ADP
ajtas-680	15	10	environmental	environmental	ADJ
ajtas-680	15	11	and	and	CCONJ
ajtas-680	15	12	atmospheric	atmospheric	ADJ
ajtas-680	15	13	pollution	pollution	NOUN
ajtas-680	15	14	is	be	AUX
ajtas-680	15	15	distillate	distillate	ADJ
ajtas-680	15	16	fuel	fuel	NOUN
ajtas-680	15	17	that	that	PRON
ajtas-680	15	18	has	have	AUX
ajtas-680	15	19	not	not	PART
ajtas-680	15	20	been	be	AUX
ajtas-680	15	21	adequately	adequately	ADV
ajtas-680	15	22	purified	purify	VERB
ajtas-680	15	23	from	from	ADP
ajtas-680	15	24	sulfur	sulfur	NOUN
ajtas-680	15	25	and	and	CCONJ
ajtas-680	15	26	other	other	ADJ
ajtas-680	15	27	impurities	impurity	NOUN
ajtas-680	15	28	[	[	X
ajtas-680	15	29	9	9	NUM
ajtas-680	15	30	]	]	PUNCT
ajtas-680	15	31	,	,	PUNCT
ajtas-680	15	32	[	[	X
ajtas-680	15	33	10	10	NUM
ajtas-680	15	34	]	]	PUNCT
ajtas-680	15	35	,	,	PUNCT
ajtas-680	15	36	[	[	X
ajtas-680	15	37	11	11	NUM
ajtas-680	15	38	]	]	PUNCT
ajtas-680	15	39	.	.	PUNCT
ajtas-680	16	1	in	in	ADP
ajtas-680	16	2	the	the	DET
ajtas-680	16	3	mid-20th	mid-20th	NUM
ajtas-680	16	4	century	century	NOUN
ajtas-680	16	5	,	,	PUNCT
ajtas-680	16	6	industrialized	industrialized	ADJ
ajtas-680	16	7	countries	country	NOUN
ajtas-680	16	8	began	begin	VERB
ajtas-680	16	9	implementing	implement	VERB
ajtas-680	16	10	regulations	regulation	NOUN
ajtas-680	16	11	to	to	PART
ajtas-680	16	12	limit	limit	VERB
ajtas-680	16	13	the	the	DET
ajtas-680	16	14	sulfur	sulfur	NOUN
ajtas-680	16	15	content	content	NOUN
ajtas-680	16	16	in	in	ADP
ajtas-680	16	17	diesel	diesel	NOUN
ajtas-680	16	18	fuel	fuel	NOUN
ajtas-680	16	19	.	.	PUNCT
ajtas-680	17	1	this	this	PRON
ajtas-680	17	2	prompted	prompt	VERB
ajtas-680	17	3	the	the	DET
ajtas-680	17	4	development	development	NOUN
ajtas-680	17	5	of	of	ADP
ajtas-680	17	6	large	large	ADJ
ajtas-680	17	7	-	-	PUNCT
ajtas-680	17	8	scale	scale	NOUN
ajtas-680	17	9	hydrotreatment	hydrotreatment	NOUN
ajtas-680	17	10	capacities	capacity	NOUN
ajtas-680	17	11	for	for	ADP
ajtas-680	17	12	distillate	distillate	NOUN
ajtas-680	17	13	fuel	fuel	NOUN
ajtas-680	17	14	.	.	PUNCT
ajtas-680	18	1	to	to	PART
ajtas-680	18	2	produce	produce	VERB
ajtas-680	18	3	similar	similar	ADJ
ajtas-680	18	4	fuels	fuel	NOUN
ajtas-680	18	5	with	with	ADP
ajtas-680	18	6	sulfur	sulfur	NOUN
ajtas-680	18	7	content	content	NOUN
ajtas-680	18	8	between	between	ADP
ajtas-680	18	9	0.2–0.3	0.2–0.3	PRON
ajtas-680	18	10	wt%	wt%	ADJ
ajtas-680	18	11	,	,	PUNCT
ajtas-680	18	12	hundreds	hundred	NOUN
ajtas-680	18	13	of	of	ADP
ajtas-680	18	14	major	major	ADJ
ajtas-680	18	15	hydrotreatment	hydrotreatment	NOUN
ajtas-680	18	16	facilities	facility	NOUN
ajtas-680	18	17	were	be	AUX
ajtas-680	18	18	commissioned	commission	VERB
ajtas-680	18	19	in	in	ADP
ajtas-680	18	20	the	the	DET
ajtas-680	18	21	united	united	PROPN
ajtas-680	18	22	states	states	PROPN
ajtas-680	18	23	,	,	PUNCT
ajtas-680	18	24	japan	japan	PROPN
ajtas-680	18	25	,	,	PUNCT
ajtas-680	18	26	and	and	CCONJ
ajtas-680	18	27	european	european	ADJ
ajtas-680	18	28	countries	country	NOUN
ajtas-680	18	29	.	.	PUNCT
ajtas-680	19	1	however	however	ADV
ajtas-680	19	2	,	,	PUNCT
ajtas-680	19	3	these	these	DET
ajtas-680	19	4	standards	standard	NOUN
ajtas-680	19	5	eventually	eventually	ADV
ajtas-680	19	6	became	become	VERB
ajtas-680	19	7	insufficient	insufficient	ADJ
ajtas-680	19	8	,	,	PUNCT
ajtas-680	19	9	and	and	CCONJ
ajtas-680	19	10	by	by	ADP
ajtas-680	19	11	the	the	DET
ajtas-680	19	12	end	end	NOUN
ajtas-680	19	13	of	of	ADP
ajtas-680	19	14	the	the	DET
ajtas-680	19	15	last	last	ADJ
ajtas-680	19	16	millennium	millennium	NOUN
ajtas-680	19	17	,	,	PUNCT
ajtas-680	19	18	fuel	fuel	NOUN
ajtas-680	19	19	quality	quality	NOUN
ajtas-680	19	20	requirements	requirement	NOUN
ajtas-680	19	21	became	become	VERB
ajtas-680	19	22	significantly	significantly	ADV
ajtas-680	19	23	stricter	strict	ADJ
ajtas-680	20	1	[	[	X
ajtas-680	20	2	12	12	NUM
ajtas-680	20	3	-	-	SYM
ajtas-680	20	4	14	14	NUM
ajtas-680	20	5	]	]	PUNCT
ajtas-680	20	6	.	.	PUNCT
ajtas-680	21	1	current	current	ADJ
ajtas-680	21	2	sulfur	sulfur	NOUN
ajtas-680	21	3	content	content	NOUN
ajtas-680	21	4	regulations	regulation	NOUN
ajtas-680	21	5	in	in	ADP
ajtas-680	21	6	various	various	ADJ
ajtas-680	21	7	countries	country	NOUN
ajtas-680	21	8	require	require	VERB
ajtas-680	21	9	a	a	DET
ajtas-680	21	10	significant	significant	ADJ
ajtas-680	21	11	reduction	reduction	NOUN
ajtas-680	21	12	in	in	ADP
ajtas-680	21	13	this	this	DET
ajtas-680	21	14	parameter	parameter	NOUN
ajtas-680	21	15	—	—	PUNCT
ajtas-680	21	16	to	to	ADP
ajtas-680	21	17	as	as	ADV
ajtas-680	21	18	low	low	ADJ
ajtas-680	21	19	as	as	ADP
ajtas-680	21	20	10	10	NUM
ajtas-680	21	21	ppm	ppm	NOUN
ajtas-680	21	22	for	for	ADP
ajtas-680	21	23	straight	straight	ADJ
ajtas-680	21	24	-	-	PUNCT
ajtas-680	21	25	run	run	NOUN
ajtas-680	21	26	gasoline	gasoline	NOUN
ajtas-680	21	27	used	use	VERB
ajtas-680	21	28	as	as	ADP
ajtas-680	21	29	reforming	reform	VERB
ajtas-680	21	30	raw	raw	ADJ
ajtas-680	21	31	material	material	NOUN
ajtas-680	21	32	,	,	PUNCT
ajtas-680	21	33	and	and	CCONJ
ajtas-680	21	34	to	to	ADP
ajtas-680	21	35	0.01	0.01	NUM
ajtas-680	21	36	wt%	wt%	ADJ
ajtas-680	21	37	or	or	CCONJ
ajtas-680	21	38	less	less	ADJ
ajtas-680	21	39	for	for	ADP
ajtas-680	21	40	diesel	diesel	NOUN
ajtas-680	21	41	fuel	fuel	NOUN
ajtas-680	21	42	.	.	PUNCT
ajtas-680	22	1	in	in	ADP
ajtas-680	22	2	addition	addition	NOUN
ajtas-680	22	3	,	,	PUNCT
ajtas-680	22	4	the	the	DET
ajtas-680	22	5	previous	previous	ADJ
ajtas-680	22	6	limit	limit	NOUN
ajtas-680	22	7	on	on	ADP
ajtas-680	22	8	total	total	ADJ
ajtas-680	22	9	aromatic	aromatic	ADJ
ajtas-680	22	10	hydrocarbons	hydrocarbon	NOUN
ajtas-680	22	11	(	(	PUNCT
ajtas-680	22	12	no	no	DET
ajtas-680	22	13	more	more	ADJ
ajtas-680	22	14	than	than	ADP
ajtas-680	22	15	20	20	NUM
ajtas-680	22	16	wt%	wt%	NUM
ajtas-680	22	17	)	)	PUNCT
ajtas-680	22	18	has	have	AUX
ajtas-680	22	19	been	be	AUX
ajtas-680	22	20	replaced	replace	VERB
ajtas-680	22	21	by	by	ADP
ajtas-680	22	22	stricter	strict	ADJ
ajtas-680	22	23	regulations	regulation	NOUN
ajtas-680	22	24	on	on	ADP
ajtas-680	22	25	polycyclic	polycyclic	ADJ
ajtas-680	22	26	aromatic	aromatic	ADJ
ajtas-680	22	27	hydrocarbons	hydrocarbon	NOUN
ajtas-680	22	28	(	(	PUNCT
ajtas-680	22	29	no	no	PRON
ajtas-680	22	30	more	more	ADJ
ajtas-680	22	31	than	than	ADP
ajtas-680	22	32	6–10	6–10	NOUN
ajtas-680	22	33	wt%	wt%	NUM
ajtas-680	22	34	)	)	PUNCT
ajtas-680	22	35	and	and	CCONJ
ajtas-680	22	36	on	on	ADP
ajtas-680	22	37	cetane	cetane	NOUN
ajtas-680	22	38	number	number	NOUN
ajtas-680	22	39	,	,	PUNCT
ajtas-680	22	40	which	which	PRON
ajtas-680	22	41	must	must	AUX
ajtas-680	22	42	be	be	AUX
ajtas-680	22	43	45	45	NUM
ajtas-680	22	44	or	or	CCONJ
ajtas-680	22	45	higher	high	ADJ
ajtas-680	22	46	.	.	PUNCT
ajtas-680	23	1	currently	currently	ADV
ajtas-680	23	2	,	,	PUNCT
ajtas-680	23	3	the	the	DET
ajtas-680	23	4	fergana	fergana	PROPN
ajtas-680	23	5	oil	oil	NOUN
ajtas-680	23	6	refinery	refinery	NOUN
ajtas-680	23	7	produces	produce	VERB
ajtas-680	23	8	diesel	diesel	NOUN
ajtas-680	23	9	fuel	fuel	NOUN
ajtas-680	23	10	with	with	ADP
ajtas-680	23	11	a	a	DET
ajtas-680	23	12	sulfur	sulfur	NOUN
ajtas-680	23	13	content	content	NOUN
ajtas-680	23	14	not	not	PART
ajtas-680	23	15	exceeding	exceed	VERB
ajtas-680	23	16	0.05	0.05	NUM
ajtas-680	23	17	wt%	wt%	NOUN
ajtas-680	23	18	.	.	PUNCT
ajtas-680	24	1	the	the	DET
ajtas-680	24	2	hydrotreatment	hydrotreatment	NOUN
ajtas-680	24	3	units	unit	NOUN
ajtas-680	24	4	use	use	VERB
ajtas-680	24	5	the	the	DET
ajtas-680	24	6	imported	import	VERB
ajtas-680	24	7	nor-463	nor-463	ADJ
ajtas-680	24	8	catalyst	catalyst	NOUN
ajtas-680	24	9	(	(	PUNCT
ajtas-680	24	10	japan	japan	PROPN
ajtas-680	24	11	)	)	PUNCT
ajtas-680	24	12	,	,	PUNCT
ajtas-680	24	13	which	which	PRON
ajtas-680	24	14	is	be	AUX
ajtas-680	24	15	characterized	characterize	VERB
ajtas-680	24	16	by	by	ADP
ajtas-680	24	17	low	low	ADJ
ajtas-680	24	18	mechanical	mechanical	ADJ
ajtas-680	24	19	strength	strength	NOUN
ajtas-680	24	20	,	,	PUNCT
ajtas-680	24	21	leading	lead	VERB
ajtas-680	24	22	to	to	ADP
ajtas-680	24	23	frequent	frequent	ADJ
ajtas-680	24	24	production	production	NOUN
ajtas-680	24	25	shutdowns	shutdown	NOUN
ajtas-680	24	26	[	[	X
ajtas-680	24	27	15	15	NUM
ajtas-680	24	28	,	,	PUNCT
ajtas-680	24	29	16	16	NUM
ajtas-680	24	30	]	]	PUNCT
ajtas-680	24	31	.	.	PUNCT
ajtas-680	25	1	in	in	ADP
ajtas-680	25	2	the	the	DET
ajtas-680	25	3	reforming	reform	VERB
ajtas-680	25	4	process	process	NOUN
ajtas-680	25	5	units	unit	NOUN
ajtas-680	25	6	at	at	ADP
ajtas-680	25	7	industrial	industrial	ADJ
ajtas-680	25	8	units	unit	NOUN
ajtas-680	25	9	at	at	ADP
ajtas-680	25	10	bukhara	bukhara	PROPN
ajtas-680	25	11	oil	oil	NOUN
ajtas-680	25	12	refinery	refinery	NOUN
ajtas-680	25	13	(	(	PUNCT
ajtas-680	25	14	bor	bor	NOUN
ajtas-680	25	15	)	)	PUNCT
ajtas-680	25	16	and	and	CCONJ
ajtas-680	25	17	fergana	fergana	VERB
ajtas-680	25	18	oil	oil	NOUN
ajtas-680	25	19	refinery	refinery	NOUN
ajtas-680	25	20	(	(	PUNCT
ajtas-680	25	21	for	for	ADP
ajtas-680	25	22	)	)	PUNCT
ajtas-680	25	23	,	,	PUNCT
ajtas-680	25	24	alumina	alumina	NOUN
ajtas-680	25	25	–	–	PUNCT
ajtas-680	25	26	platinum	platinum	NOUN
ajtas-680	25	27	–	–	PUNCT
ajtas-680	25	28	rhenium	rhenium	NOUN
ajtas-680	25	29	catalysts	catalyst	NOUN
ajtas-680	25	30	are	be	AUX
ajtas-680	25	31	used	use	VERB
ajtas-680	25	32	.	.	PUNCT
ajtas-680	26	1	these	these	DET
ajtas-680	26	2	catalysts	catalyst	NOUN
ajtas-680	26	3	are	be	AUX
ajtas-680	26	4	implemented	implement	VERB
ajtas-680	26	5	effectively	effectively	ADV
ajtas-680	26	6	in	in	ADP
ajtas-680	26	7	reforming	reform	VERB
ajtas-680	26	8	processes	process	NOUN
ajtas-680	26	9	,	,	PUNCT
ajtas-680	26	10	provided	provide	VERB
ajtas-680	26	11	that	that	SCONJ
ajtas-680	26	12	the	the	DET
ajtas-680	26	13	sulfur	sulfur	NOUN
ajtas-680	26	14	content	content	NOUN
ajtas-680	26	15	in	in	ADP
ajtas-680	26	16	the	the	DET
ajtas-680	26	17	feedstock	feedstock	NOUN
ajtas-680	26	18	does	do	AUX
ajtas-680	26	19	not	not	PART
ajtas-680	26	20	exceed	exceed	VERB
ajtas-680	26	21	1.0	1.0	NUM
ajtas-680	26	22	ppm	ppm	NOUN
ajtas-680	26	23	and	and	CCONJ
ajtas-680	26	24	nitrogen	nitrogen	NOUN
ajtas-680	26	25	-	-	PUNCT
ajtas-680	26	26	containing	contain	VERB
ajtas-680	26	27	compounds	compound	NOUN
ajtas-680	26	28	are	be	AUX
ajtas-680	26	29	virtually	virtually	ADV
ajtas-680	26	30	absent	absent	ADJ
ajtas-680	26	31	.	.	PUNCT
ajtas-680	27	1	however	however	ADV
ajtas-680	27	2	,	,	PUNCT
ajtas-680	27	3	the	the	DET
ajtas-680	27	4	sulfur	sulfur	NOUN
ajtas-680	27	5	content	content	NOUN
ajtas-680	27	6	in	in	ADP
ajtas-680	27	7	reforming	reform	VERB
ajtas-680	27	8	raw	raw	ADJ
ajtas-680	27	9	material	material	NOUN
ajtas-680	27	10	(	(	PUNCT
ajtas-680	27	11	straight	straight	ADJ
ajtas-680	27	12	-	-	PUNCT
ajtas-680	27	13	run	run	NOUN
ajtas-680	27	14	gasoline	gasoline	NOUN
ajtas-680	27	15	)	)	PUNCT
ajtas-680	27	16	typically	typically	ADV
ajtas-680	27	17	ranges	range	VERB
ajtas-680	27	18	from	from	ADP
ajtas-680	27	19	trace	trace	NOUN
ajtas-680	27	20	amounts	amount	VERB
ajtas-680	27	21	up	up	ADP
ajtas-680	27	22	to	to	PART
ajtas-680	27	23	0.5	0.5	NUM
ajtas-680	27	24	wt%	wt%	NUM
ajtas-680	27	25	.	.	PUNCT
ajtas-680	28	1	at	at	ADP
ajtas-680	28	2	present	present	ADJ
ajtas-680	28	3	,	,	PUNCT
ajtas-680	28	4	domestically	domestically	ADV
ajtas-680	28	5	produced	produce	VERB
ajtas-680	28	6	hydrotreatment	hydrotreatment	NOUN
ajtas-680	28	7	catalysts	catalyst	NOUN
ajtas-680	28	8	capable	capable	ADJ
ajtas-680	28	9	of	of	ADP
ajtas-680	28	10	reducing	reduce	VERB
ajtas-680	28	11	sulfur	sulfur	NOUN
ajtas-680	28	12	content	content	NOUN
ajtas-680	28	13	to	to	ADP
ajtas-680	28	14	1.0	1.0	NUM
ajtas-680	28	15	ppm	ppm	NOUN
ajtas-680	28	16	in	in	ADP
ajtas-680	28	17	refined	refined	ADJ
ajtas-680	28	18	gasoline	gasoline	NOUN
ajtas-680	28	19	and	and	CCONJ
ajtas-680	28	20	to	to	ADP
ajtas-680	28	21	0.05	0.05	NUM
ajtas-680	28	22	wt%	wt%	ADJ
ajtas-680	28	23	or	or	CCONJ
ajtas-680	28	24	lower	low	ADJ
ajtas-680	28	25	in	in	ADP
ajtas-680	28	26	diesel	diesel	NOUN
ajtas-680	28	27	fuel	fuel	NOUN
ajtas-680	28	28	are	be	AUX
ajtas-680	28	29	either	either	CCONJ
ajtas-680	28	30	virtually	virtually	ADV
ajtas-680	28	31	nonexistent	nonexistent	ADJ
ajtas-680	28	32	or	or	CCONJ
ajtas-680	28	33	still	still	ADV
ajtas-680	28	34	american	american	ADJ
ajtas-680	28	35	journal	journal	PROPN
ajtas-680	28	36	of	of	ADP
ajtas-680	28	37	technology	technology	NOUN
ajtas-680	28	38	and	and	CCONJ
ajtas-680	28	39	applied	apply	VERB
ajtas-680	28	40	sciences	science	NOUN
ajtas-680	28	41	39	39	NUM
ajtas-680	28	42	,	,	PUNCT
ajtas-680	28	43	august	august	PROPN
ajtas-680	28	44	2025	2025	NUM
ajtas-680	29	1	p	p	NOUN
ajtas-680	29	2	a	a	DET
ajtas-680	29	3	g	g	NOUN
ajtas-680	29	4	e	e	NOUN
ajtas-680	29	5	|	|	NOUN
ajtas-680	29	6	22	22	NUM
ajtas-680	29	7	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-680	29	8	in	in	ADP
ajtas-680	29	9	the	the	DET
ajtas-680	29	10	development	development	NOUN
ajtas-680	29	11	stage	stage	NOUN
ajtas-680	29	12	.	.	PUNCT
ajtas-680	30	1	the	the	DET
ajtas-680	30	2	goal	goal	NOUN
ajtas-680	30	3	of	of	ADP
ajtas-680	30	4	our	our	PRON
ajtas-680	30	5	research	research	NOUN
ajtas-680	30	6	is	be	AUX
ajtas-680	30	7	to	to	PART
ajtas-680	30	8	develop	develop	VERB
ajtas-680	30	9	a	a	DET
ajtas-680	30	10	new	new	ADJ
ajtas-680	30	11	,	,	PUNCT
ajtas-680	30	12	highly	highly	ADV
ajtas-680	30	13	efficient	efficient	ADJ
ajtas-680	30	14	,	,	PUNCT
ajtas-680	30	15	and	and	CCONJ
ajtas-680	30	16	mechanically	mechanically	ADV
ajtas-680	30	17	robust	robust	ADJ
ajtas-680	30	18	catalyst	catalyst	NOUN
ajtas-680	30	19	to	to	PART
ajtas-680	30	20	replace	replace	VERB
ajtas-680	30	21	imported	import	VERB
ajtas-680	30	22	ones	one	NOUN
ajtas-680	30	23	,	,	PUNCT
ajtas-680	30	24	as	as	ADV
ajtas-680	30	25	well	well	ADV
ajtas-680	30	26	as	as	ADP
ajtas-680	30	27	to	to	PART
ajtas-680	30	28	establish	establish	VERB
ajtas-680	30	29	a	a	DET
ajtas-680	30	30	correlation	correlation	NOUN
ajtas-680	30	31	between	between	ADP
ajtas-680	30	32	the	the	DET
ajtas-680	30	33	physical	physical	ADJ
ajtas-680	30	34	and	and	CCONJ
ajtas-680	30	35	chemical	chemical	NOUN
ajtas-680	30	36	properties	property	NOUN
ajtas-680	30	37	,	,	PUNCT
ajtas-680	30	38	origin	origin	NOUN
ajtas-680	30	39	,	,	PUNCT
ajtas-680	30	40	and	and	CCONJ
ajtas-680	30	41	activity	activity	NOUN
ajtas-680	30	42	of	of	ADP
ajtas-680	30	43	the	the	DET
ajtas-680	30	44	catalysts	catalyst	NOUN
ajtas-680	30	45	.	.	PUNCT
ajtas-680	31	1	the	the	DET
ajtas-680	31	2	hydrodesulfurization	hydrodesulfurization	NOUN
ajtas-680	31	3	process	process	NOUN
ajtas-680	31	4	of	of	ADP
ajtas-680	31	5	various	various	ADJ
ajtas-680	31	6	petroleum	petroleum	NOUN
ajtas-680	31	7	products	product	NOUN
ajtas-680	31	8	,	,	PUNCT
ajtas-680	31	9	which	which	PRON
ajtas-680	31	10	plays	play	VERB
ajtas-680	31	11	a	a	DET
ajtas-680	31	12	crucial	crucial	ADJ
ajtas-680	31	13	role	role	NOUN
ajtas-680	31	14	in	in	ADP
ajtas-680	31	15	modern	modern	ADJ
ajtas-680	31	16	oil	oil	NOUN
ajtas-680	31	17	refining	refining	NOUN
ajtas-680	31	18	technology	technology	NOUN
ajtas-680	31	19	,	,	PUNCT
ajtas-680	31	20	continues	continue	VERB
ajtas-680	31	21	to	to	PART
ajtas-680	31	22	improve	improve	VERB
ajtas-680	31	23	intensively	intensively	ADV
ajtas-680	31	24	,	,	PUNCT
ajtas-680	31	25	and	and	CCONJ
ajtas-680	31	26	its	its	PRON
ajtas-680	31	27	importance	importance	NOUN
ajtas-680	31	28	is	be	AUX
ajtas-680	31	29	steadily	steadily	ADV
ajtas-680	31	30	increasing	increase	VERB
ajtas-680	31	31	.	.	PUNCT
ajtas-680	32	1	the	the	DET
ajtas-680	32	2	research	research	NOUN
ajtas-680	32	3	aimed	aim	VERB
ajtas-680	32	4	at	at	ADP
ajtas-680	32	5	developing	develop	VERB
ajtas-680	32	6	highly	highly	ADV
ajtas-680	32	7	active	active	ADJ
ajtas-680	32	8	hydrotreating	hydrotreate	VERB
ajtas-680	32	9	catalysts	catalyst	NOUN
ajtas-680	32	10	for	for	ADP
ajtas-680	32	11	distillate	distillate	ADJ
ajtas-680	32	12	feedstocks	feedstock	NOUN
ajtas-680	32	13	was	be	AUX
ajtas-680	32	14	conducted	conduct	VERB
ajtas-680	32	15	using	use	VERB
ajtas-680	32	16	catalysts	catalyst	NOUN
ajtas-680	32	17	manufactured	manufacture	VERB
ajtas-680	32	18	according	accord	VERB
ajtas-680	32	19	to	to	ADP
ajtas-680	32	20	our	our	PRON
ajtas-680	32	21	recommendations	recommendation	NOUN
ajtas-680	32	22	,	,	PUNCT
ajtas-680	32	23	based	base	VERB
ajtas-680	32	24	on	on	ADP
ajtas-680	32	25	the	the	DET
ajtas-680	32	26	results	result	NOUN
ajtas-680	32	27	of	of	ADP
ajtas-680	32	28	physical	physical	ADJ
ajtas-680	32	29	and	and	CCONJ
ajtas-680	32	30	chemical	chemical	NOUN
ajtas-680	32	31	studies	study	NOUN
ajtas-680	32	32	and	and	CCONJ
ajtas-680	32	33	activity	activity	NOUN
ajtas-680	32	34	tests	test	NOUN
ajtas-680	32	35	.	.	PUNCT
ajtas-680	33	1	the	the	DET
ajtas-680	33	2	research	research	NOUN
ajtas-680	33	3	was	be	AUX
ajtas-680	33	4	based	base	VERB
ajtas-680	33	5	on	on	ADP
ajtas-680	33	6	the	the	DET
ajtas-680	33	7	following	follow	VERB
ajtas-680	33	8	questions	question	NOUN
ajtas-680	33	9	:	:	PUNCT
ajtas-680	33	10	1	1	X
ajtas-680	33	11	.	.	X
ajtas-680	33	12	physical	physical	ADJ
ajtas-680	33	13	and	and	CCONJ
ajtas-680	33	14	chemical	chemical	ADJ
ajtas-680	33	15	studies	study	NOUN
ajtas-680	33	16	of	of	ADP
ajtas-680	33	17	the	the	DET
ajtas-680	33	18	properties	property	NOUN
ajtas-680	33	19	of	of	ADP
ajtas-680	33	20	catalysts	catalyst	NOUN
ajtas-680	33	21	at	at	ADP
ajtas-680	33	22	various	various	ADJ
ajtas-680	33	23	stages	stage	NOUN
ajtas-680	33	24	of	of	ADP
ajtas-680	33	25	their	their	PRON
ajtas-680	33	26	synthesis	synthesis	NOUN
ajtas-680	33	27	,	,	PUNCT
ajtas-680	33	28	thermal	thermal	ADJ
ajtas-680	33	29	activation	activation	NOUN
ajtas-680	33	30	,	,	PUNCT
ajtas-680	33	31	and	and	CCONJ
ajtas-680	33	32	operation	operation	NOUN
ajtas-680	33	33	,	,	PUNCT
ajtas-680	33	34	with	with	ADP
ajtas-680	33	35	the	the	DET
ajtas-680	33	36	aim	aim	NOUN
ajtas-680	33	37	to	to	PART
ajtas-680	33	38	find	find	VERB
ajtas-680	33	39	out	out	ADP
ajtas-680	33	40	their	their	PRON
ajtas-680	33	41	integrity	integrity	NOUN
ajtas-680	33	42	with	with	ADP
ajtas-680	33	43	performance	performance	NOUN
ajtas-680	33	44	.	.	PUNCT
ajtas-680	34	1	2	2	X
ajtas-680	34	2	.	.	X
ajtas-680	34	3	investigation	investigation	NOUN
ajtas-680	34	4	of	of	ADP
ajtas-680	34	5	the	the	DET
ajtas-680	34	6	impact	impact	NOUN
ajtas-680	34	7	of	of	ADP
ajtas-680	34	8	modifying	modify	VERB
ajtas-680	34	9	additives	additive	NOUN
ajtas-680	34	10	on	on	ADP
ajtas-680	34	11	catalyst	catalyst	NOUN
ajtas-680	34	12	activity	activity	NOUN
ajtas-680	34	13	.	.	PUNCT
ajtas-680	35	1	3	3	X
ajtas-680	35	2	.	.	X
ajtas-680	35	3	study	study	NOUN
ajtas-680	35	4	of	of	ADP
ajtas-680	35	5	the	the	DET
ajtas-680	35	6	effect	effect	NOUN
ajtas-680	35	7	of	of	ADP
ajtas-680	35	8	synthesis	synthesis	NOUN
ajtas-680	35	9	conditions	condition	NOUN
ajtas-680	35	10	on	on	ADP
ajtas-680	35	11	catalyst	catalyst	NOUN
ajtas-680	35	12	activity	activity	NOUN
ajtas-680	35	13	.	.	PUNCT
ajtas-680	36	1	4	4	X
ajtas-680	36	2	.	.	X
ajtas-680	36	3	examination	examination	NOUN
ajtas-680	36	4	of	of	ADP
ajtas-680	36	5	the	the	DET
ajtas-680	36	6	influence	influence	NOUN
ajtas-680	36	7	of	of	ADP
ajtas-680	36	8	activation	activation	NOUN
ajtas-680	36	9	conditions	condition	NOUN
ajtas-680	36	10	(	(	PUNCT
ajtas-680	36	11	heat	heat	NOUN
ajtas-680	36	12	treatment	treatment	NOUN
ajtas-680	36	13	,	,	PUNCT
ajtas-680	36	14	environment	environment	NOUN
ajtas-680	36	15	and	and	CCONJ
ajtas-680	36	16	temperature	temperature	NOUN
ajtas-680	36	17	during	during	ADP
ajtas-680	36	18	heat	heat	NOUN
ajtas-680	36	19	treatment	treatment	NOUN
ajtas-680	36	20	,	,	PUNCT
ajtas-680	36	21	reduction	reduction	NOUN
ajtas-680	36	22	,	,	PUNCT
ajtas-680	36	23	and	and	CCONJ
ajtas-680	36	24	sulfidation	sulfidation	NOUN
ajtas-680	36	25	)	)	PUNCT
ajtas-680	36	26	on	on	ADP
ajtas-680	36	27	catalytic	catalytic	ADJ
ajtas-680	36	28	activity	activity	NOUN
ajtas-680	36	29	.	.	PUNCT
ajtas-680	37	1	physical	physical	ADJ
ajtas-680	37	2	and	and	CCONJ
ajtas-680	37	3	chemical	chemical	NOUN
ajtas-680	37	4	studies	study	NOUN
ajtas-680	37	5	included	include	VERB
ajtas-680	37	6	:	:	PUNCT
ajtas-680	37	7	1	1	X
ajtas-680	37	8	.	.	X
ajtas-680	37	9	examination	examination	NOUN
ajtas-680	37	10	of	of	ADP
ajtas-680	37	11	the	the	DET
ajtas-680	37	12	surface	surface	NOUN
ajtas-680	37	13	formation	formation	NOUN
ajtas-680	37	14	in	in	ADP
ajtas-680	37	15	catalyst	catalyst	NOUN
ajtas-680	37	16	.	.	PUNCT
ajtas-680	38	1	2	2	X
ajtas-680	38	2	.	.	X
ajtas-680	38	3	study	study	NOUN
ajtas-680	38	4	of	of	ADP
ajtas-680	38	5	the	the	DET
ajtas-680	38	6	adsorption	adsorption	NOUN
ajtas-680	38	7	characteristics	characteristic	NOUN
ajtas-680	38	8	(	(	PUNCT
ajtas-680	38	9	adsorption	adsorption	NOUN
ajtas-680	38	10	isotherms	isotherm	NOUN
ajtas-680	38	11	,	,	PUNCT
ajtas-680	38	12	holding	hold	VERB
ajtas-680	38	13	volume	volume	NOUN
ajtas-680	38	14	,	,	PUNCT
ajtas-680	38	15	and	and	CCONJ
ajtas-680	38	16	heat	heat	NOUN
ajtas-680	38	17	of	of	ADP
ajtas-680	38	18	adsorption	adsorption	NOUN
ajtas-680	38	19	)	)	PUNCT
ajtas-680	38	20	of	of	ADP
ajtas-680	38	21	the	the	DET
ajtas-680	38	22	catalysts	catalyst	NOUN
ajtas-680	38	23	.	.	PUNCT
ajtas-680	39	1	3	3	X
ajtas-680	39	2	.	.	X
ajtas-680	39	3	investigation	investigation	NOUN
ajtas-680	39	4	of	of	ADP
ajtas-680	39	5	acidic	acidic	ADJ
ajtas-680	39	6	properties	property	NOUN
ajtas-680	39	7	,	,	PUNCT
ajtas-680	39	8	including	include	VERB
ajtas-680	39	9	total	total	ADJ
ajtas-680	39	10	acidity	acidity	NOUN
ajtas-680	39	11	and	and	CCONJ
ajtas-680	39	12	the	the	DET
ajtas-680	39	13	acidity	acidity	NOUN
ajtas-680	39	14	spectrum	spectrum	NOUN
ajtas-680	39	15	of	of	ADP
ajtas-680	39	16	the	the	DET
ajtas-680	39	17	catalysts	catalyst	NOUN
ajtas-680	39	18	.	.	PUNCT
ajtas-680	40	1	4	4	X
ajtas-680	40	2	.	.	X
ajtas-680	40	3	determination	determination	NOUN
ajtas-680	40	4	of	of	ADP
ajtas-680	40	5	coke	coke	NOUN
ajtas-680	40	6	deposition	deposition	NOUN
ajtas-680	40	7	and	and	CCONJ
ajtas-680	40	8	the	the	DET
ajtas-680	40	9	degree	degree	NOUN
ajtas-680	40	10	of	of	ADP
ajtas-680	40	11	sulfidation	sulfidation	NOUN
ajtas-680	40	12	of	of	ADP
ajtas-680	40	13	the	the	DET
ajtas-680	40	14	catalysts	catalyst	NOUN
ajtas-680	40	15	during	during	ADP
ajtas-680	40	16	the	the	DET
ajtas-680	40	17	testing	testing	NOUN
ajtas-680	40	18	of	of	ADP
ajtas-680	40	19	their	their	PRON
ajtas-680	40	20	catalytic	catalytic	ADJ
ajtas-680	40	21	activity	activity	NOUN
ajtas-680	40	22	.	.	PUNCT
ajtas-680	41	1	5	5	X
ajtas-680	41	2	.	.	X
ajtas-680	41	3	study	study	NOUN
ajtas-680	41	4	of	of	ADP
ajtas-680	41	5	the	the	DET
ajtas-680	41	6	formation	formation	NOUN
ajtas-680	41	7	of	of	ADP
ajtas-680	41	8	the	the	DET
ajtas-680	41	9	active	active	ADJ
ajtas-680	41	10	surface	surface	NOUN
ajtas-680	41	11	of	of	ADP
ajtas-680	41	12	the	the	DET
ajtas-680	41	13	catalysts	catalyst	NOUN
ajtas-680	41	14	during	during	ADP
ajtas-680	41	15	the	the	DET
ajtas-680	41	16	reduction	reduction	NOUN
ajtas-680	41	17	process	process	NOUN
ajtas-680	41	18	,	,	PUNCT
ajtas-680	41	19	aimed	aim	VERB
ajtas-680	41	20	at	at	ADP
ajtas-680	41	21	understanding	understand	VERB
ajtas-680	41	22	the	the	DET
ajtas-680	41	23	genesis	genesis	NOUN
ajtas-680	41	24	of	of	ADP
ajtas-680	41	25	the	the	DET
ajtas-680	41	26	catalyst	catalyst	NOUN
ajtas-680	41	27	's	's	PART
ajtas-680	41	28	active	active	ADJ
ajtas-680	41	29	phases	phase	NOUN
ajtas-680	41	30	.	.	PUNCT
ajtas-680	42	1	6	6	X
ajtas-680	42	2	.	.	X
ajtas-680	42	3	derivative	derivative	ADJ
ajtas-680	42	4	thermo	thermo	NOUN
ajtas-680	42	5	-	-	PUNCT
ajtas-680	42	6	gravimetric	gravimetric	ADJ
ajtas-680	42	7	analysis	analysis	NOUN
ajtas-680	42	8	of	of	ADP
ajtas-680	42	9	catalyst	catalyst	NOUN
ajtas-680	42	10	phase	phase	NOUN
ajtas-680	42	11	formation	formation	NOUN
ajtas-680	42	12	and	and	CCONJ
ajtas-680	42	13	stability	stability	NOUN
ajtas-680	42	14	during	during	ADP
ajtas-680	42	15	heat	heat	NOUN
ajtas-680	42	16	treatment	treatment	NOUN
ajtas-680	42	17	,	,	PUNCT
ajtas-680	42	18	also	also	ADV
ajtas-680	42	19	aimed	aim	VERB
ajtas-680	42	20	at	at	ADP
ajtas-680	42	21	studying	study	VERB
ajtas-680	42	22	the	the	DET
ajtas-680	42	23	genesis	genesis	NOUN
ajtas-680	42	24	of	of	ADP
ajtas-680	42	25	the	the	DET
ajtas-680	42	26	catalysts	catalyst	NOUN
ajtas-680	42	27	.	.	PUNCT
ajtas-680	43	1	the	the	DET
ajtas-680	43	2	methodology	methodology	NOUN
ajtas-680	43	3	for	for	ADP
ajtas-680	43	4	physical	physical	ADJ
ajtas-680	43	5	and	and	CCONJ
ajtas-680	43	6	chemical	chemical	ADJ
ajtas-680	43	7	studies	study	NOUN
ajtas-680	43	8	of	of	ADP
ajtas-680	43	9	catalyst	catalyst	NOUN
ajtas-680	43	10	properties	property	NOUN
ajtas-680	43	11	was	be	AUX
ajtas-680	43	12	developed	develop	VERB
ajtas-680	43	13	earlier	early	ADV
ajtas-680	43	14	and	and	CCONJ
ajtas-680	43	15	is	be	AUX
ajtas-680	43	16	described	describe	VERB
ajtas-680	43	17	in	in	ADP
ajtas-680	43	18	the	the	DET
ajtas-680	43	19	works	work	NOUN
ajtas-680	43	20	of	of	ADP
ajtas-680	43	21	[	[	X
ajtas-680	43	22	[	[	X
ajtas-680	43	23	7	7	NUM
ajtas-680	43	24	]	]	PUNCT
ajtas-680	43	25	,	,	PUNCT
ajtas-680	43	26	[	[	X
ajtas-680	43	27	14	14	NUM
ajtas-680	43	28	]	]	X
ajtas-680	43	29	]	]	PUNCT
ajtas-680	43	30	.	.	PUNCT
ajtas-680	44	1	the	the	DET
ajtas-680	44	2	results	result	NOUN
ajtas-680	44	3	of	of	ADP
ajtas-680	44	4	physical	physical	ADJ
ajtas-680	44	5	and	and	CCONJ
ajtas-680	44	6	chemical	chemical	NOUN
ajtas-680	44	7	studies	study	NOUN
ajtas-680	44	8	,	,	PUNCT
ajtas-680	44	9	combined	combine	VERB
ajtas-680	44	10	with	with	ADP
ajtas-680	44	11	data	datum	NOUN
ajtas-680	44	12	on	on	ADP
ajtas-680	44	13	catalytic	catalytic	ADJ
ajtas-680	44	14	activity	activity	NOUN
ajtas-680	44	15	,	,	PUNCT
ajtas-680	44	16	enabled	enable	VERB
ajtas-680	44	17	the	the	DET
ajtas-680	44	18	targeted	target	VERB
ajtas-680	44	19	synthesis	synthesis	NOUN
ajtas-680	44	20	of	of	ADP
ajtas-680	44	21	catalysts	catalyst	NOUN
ajtas-680	44	22	,	,	PUNCT
ajtas-680	44	23	ensuring	ensure	VERB
ajtas-680	44	24	the	the	DET
ajtas-680	44	25	production	production	NOUN
ajtas-680	44	26	of	of	ADP
ajtas-680	44	27	samples	sample	NOUN
ajtas-680	44	28	whose	whose	DET
ajtas-680	44	29	activity	activity	NOUN
ajtas-680	44	30	steadily	steadily	ADV
ajtas-680	44	31	increased	increase	VERB
ajtas-680	44	32	.	.	PUNCT
ajtas-680	45	1	for	for	ADP
ajtas-680	45	2	sulfiding	sulfide	VERB
ajtas-680	45	3	the	the	DET
ajtas-680	45	4	catalyst	catalyst	NOUN
ajtas-680	45	5	,	,	PUNCT
ajtas-680	45	6	a	a	DET
ajtas-680	45	7	solution	solution	NOUN
ajtas-680	45	8	with	with	ADP
ajtas-680	45	9	a	a	DET
ajtas-680	45	10	mass	mass	ADJ
ajtas-680	45	11	fraction	fraction	NOUN
ajtas-680	45	12	of	of	ADP
ajtas-680	45	13	sulfur	sulfur	NOUN
ajtas-680	45	14	of	of	ADP
ajtas-680	45	15	3	3	NUM
ajtas-680	45	16	%	%	NOUN
ajtas-680	45	17	was	be	AUX
ajtas-680	45	18	prepared	prepare	VERB
ajtas-680	45	19	.	.	PUNCT
ajtas-680	46	1	thiophene	thiophene	NOUN
ajtas-680	46	2	was	be	AUX
ajtas-680	46	3	used	use	VERB
ajtas-680	46	4	as	as	ADP
ajtas-680	46	5	a	a	DET
ajtas-680	46	6	sulfiding	sulfide	VERB
ajtas-680	46	7	agent	agent	NOUN
ajtas-680	46	8	.	.	PUNCT
ajtas-680	47	1	the	the	DET
ajtas-680	47	2	essence	essence	NOUN
ajtas-680	47	3	of	of	ADP
ajtas-680	47	4	the	the	DET
ajtas-680	47	5	process	process	NOUN
ajtas-680	47	6	is	be	AUX
ajtas-680	47	7	to	to	PART
ajtas-680	47	8	pass	pass	VERB
ajtas-680	47	9	a	a	DET
ajtas-680	47	10	high	high	ADJ
ajtas-680	47	11	-	-	PUNCT
ajtas-680	47	12	sulfur	sulfur	NOUN
ajtas-680	47	13	component	component	NOUN
ajtas-680	47	14	through	through	ADP
ajtas-680	47	15	a	a	DET
ajtas-680	47	16	catalyst	catalyst	NOUN
ajtas-680	47	17	bed	bed	NOUN
ajtas-680	47	18	until	until	SCONJ
ajtas-680	47	19	hydrogen	hydrogen	NOUN
ajtas-680	47	20	sulfide	sulfide	NOUN
ajtas-680	47	21	is	be	AUX
ajtas-680	47	22	released	release	VERB
ajtas-680	47	23	.	.	PUNCT
ajtas-680	48	1	the	the	DET
ajtas-680	48	2	onset	onset	NOUN
ajtas-680	48	3	of	of	ADP
ajtas-680	48	4	hydrogen	hydrogen	NOUN
ajtas-680	48	5	sulfide	sulfide	NOUN
ajtas-680	48	6	release	release	NOUN
ajtas-680	48	7	indicates	indicate	VERB
ajtas-680	48	8	the	the	DET
ajtas-680	48	9	transition	transition	NOUN
ajtas-680	48	10	of	of	ADP
ajtas-680	48	11	the	the	DET
ajtas-680	48	12	oxide	oxide	NOUN
ajtas-680	48	13	form	form	NOUN
ajtas-680	48	14	of	of	ADP
ajtas-680	48	15	the	the	DET
ajtas-680	48	16	catalyst	catalyst	NOUN
ajtas-680	48	17	to	to	ADP
ajtas-680	48	18	the	the	DET
ajtas-680	48	19	sulfide	sulfide	NOUN
ajtas-680	48	20	form	form	NOUN
ajtas-680	48	21	.	.	PUNCT
ajtas-680	49	1	sulfiding	sulfide	VERB
ajtas-680	49	2	was	be	AUX
ajtas-680	49	3	carried	carry	VERB
ajtas-680	49	4	out	out	ADP
ajtas-680	49	5	in	in	ADP
ajtas-680	49	6	a	a	DET
ajtas-680	49	7	flow	flow	NOUN
ajtas-680	49	8	-	-	PUNCT
ajtas-680	49	9	type	type	NOUN
ajtas-680	49	10	unit	unit	NOUN
ajtas-680	49	11	at	at	ADP
ajtas-680	49	12	a	a	DET
ajtas-680	49	13	temperature	temperature	NOUN
ajtas-680	49	14	of	of	ADP
ajtas-680	49	15	250	250	NUM
ajtas-680	49	16	°	°	PROPN
ajtas-680	49	17	c.	c.	PROPN
ajtas-680	50	1	a	a	DET
ajtas-680	50	2	series	series	NOUN
ajtas-680	50	3	of	of	ADP
ajtas-680	50	4	experiments	experiment	NOUN
ajtas-680	50	5	on	on	ADP
ajtas-680	50	6	hydrotreating	hydrotreate	VERB
ajtas-680	50	7	the	the	DET
ajtas-680	50	8	diesel	diesel	NOUN
ajtas-680	50	9	fraction	fraction	NOUN
ajtas-680	50	10	were	be	AUX
ajtas-680	50	11	carried	carry	VERB
ajtas-680	50	12	out	out	ADP
ajtas-680	50	13	in	in	ADP
ajtas-680	50	14	a	a	DET
ajtas-680	50	15	laboratory	laboratory	NOUN
ajtas-680	50	16	flow	flow	NOUN
ajtas-680	50	17	-	-	PUNCT
ajtas-680	50	18	type	type	NOUN
ajtas-680	50	19	unit	unit	NOUN
ajtas-680	50	20	in	in	ADP
ajtas-680	50	21	the	the	DET
ajtas-680	50	22	temperature	temperature	NOUN
ajtas-680	50	23	range	range	NOUN
ajtas-680	50	24	of	of	ADP
ajtas-680	50	25	320	320	NUM
ajtas-680	50	26	360	360	NUM
ajtas-680	50	27	°	°	PUNCT
ajtas-680	51	1	c	c	NOUN
ajtas-680	51	2	with	with	ADP
ajtas-680	51	3	a	a	DET
ajtas-680	51	4	step	step	NOUN
ajtas-680	51	5	of	of	ADP
ajtas-680	51	6	20	20	NUM
ajtas-680	51	7	º	º	NOUN
ajtas-680	51	8	c	c	NOUN
ajtas-680	51	9	,	,	PUNCT
ajtas-680	51	10	at	at	ADP
ajtas-680	51	11	a	a	DET
ajtas-680	51	12	hydrogen	hydrogen	NOUN
ajtas-680	51	13	feed	feed	NOUN
ajtas-680	51	14	rate	rate	NOUN
ajtas-680	51	15	of	of	ADP
ajtas-680	51	16	6	6	NUM
ajtas-680	51	17	l	l	NOUN
ajtas-680	51	18	/	/	PUNCT
ajtas-680	51	19	h.	h.	PROPN
ajtas-680	52	1	the	the	DET
ajtas-680	52	2	duration	duration	NOUN
ajtas-680	52	3	of	of	ADP
ajtas-680	52	4	the	the	DET
ajtas-680	52	5	experiment	experiment	NOUN
ajtas-680	52	6	was	be	AUX
ajtas-680	52	7	1	1	NUM
ajtas-680	52	8	hour	hour	NOUN
ajtas-680	52	9	,	,	PUNCT
ajtas-680	52	10	with	with	ADP
ajtas-680	52	11	preliminary	preliminary	ADJ
ajtas-680	52	12	activation	activation	NOUN
ajtas-680	52	13	in	in	ADP
ajtas-680	52	14	a	a	DET
ajtas-680	52	15	hydrogen	hydrogen	NOUN
ajtas-680	52	16	stream	stream	NOUN
ajtas-680	52	17	for	for	ADP
ajtas-680	52	18	2	2	NUM
ajtas-680	52	19	hours	hour	NOUN
ajtas-680	52	20	,	,	PUNCT
ajtas-680	52	21	the	the	DET
ajtas-680	52	22	feed	feed	NOUN
ajtas-680	52	23	rate	rate	NOUN
ajtas-680	52	24	of	of	ADP
ajtas-680	52	25	the	the	DET
ajtas-680	52	26	raw	raw	ADJ
ajtas-680	52	27	material	material	NOUN
ajtas-680	52	28	was	be	AUX
ajtas-680	52	29	8	8	NUM
ajtas-680	52	30	ml	ml	NOUN
ajtas-680	52	31	/	/	SYM
ajtas-680	52	32	h.	h.	NOUN
ajtas-680	52	33	the	the	DET
ajtas-680	52	34	main	main	ADJ
ajtas-680	52	35	indicator	indicator	NOUN
ajtas-680	52	36	for	for	ADP
ajtas-680	52	37	assessing	assess	VERB
ajtas-680	52	38	the	the	DET
ajtas-680	52	39	activity	activity	NOUN
ajtas-680	52	40	of	of	ADP
ajtas-680	52	41	the	the	DET
ajtas-680	52	42	catalysts	catalyst	NOUN
ajtas-680	52	43	was	be	AUX
ajtas-680	52	44	the	the	DET
ajtas-680	52	45	hydrodesulfiding	hydrodesulfiding	NOUN
ajtas-680	52	46	capacity	capacity	NOUN
ajtas-680	52	47	,	,	PUNCT
ajtas-680	52	48	i.e.	i.e.	X
ajtas-680	52	49	the	the	DET
ajtas-680	52	50	degree	degree	NOUN
ajtas-680	52	51	of	of	ADP
ajtas-680	52	52	purification	purification	NOUN
ajtas-680	52	53	of	of	ADP
ajtas-680	52	54	the	the	DET
ajtas-680	52	55	hydrocarbon	hydrocarbon	NOUN
ajtas-680	52	56	mixture	mixture	NOUN
ajtas-680	52	57	.	.	PUNCT
ajtas-680	53	1	the	the	DET
ajtas-680	53	2	degree	degree	NOUN
ajtas-680	53	3	of	of	ADP
ajtas-680	53	4	fuel	fuel	NOUN
ajtas-680	53	5	purification	purification	NOUN
ajtas-680	53	6	at	at	ADP
ajtas-680	53	7	different	different	ADJ
ajtas-680	53	8	process	process	NOUN
ajtas-680	53	9	temperatures	temperature	NOUN
ajtas-680	53	10	was	be	AUX
ajtas-680	53	11	determined	determine	VERB
ajtas-680	53	12	by	by	ADP
ajtas-680	53	13	the	the	DET
ajtas-680	53	14	difference	difference	NOUN
ajtas-680	53	15	in	in	ADP
ajtas-680	53	16	the	the	DET
ajtas-680	53	17	sulfur	sulfur	NOUN
ajtas-680	53	18	content	content	NOUN
ajtas-680	53	19	in	in	ADP
ajtas-680	53	20	the	the	DET
ajtas-680	53	21	diesel	diesel	NOUN
ajtas-680	53	22	fraction	fraction	NOUN
ajtas-680	53	23	before	before	ADP
ajtas-680	53	24	and	and	CCONJ
ajtas-680	53	25	after	after	ADP
ajtas-680	53	26	hydrotreating	hydrotreate	VERB
ajtas-680	53	27	.	.	PUNCT
ajtas-680	54	1	the	the	DET
ajtas-680	54	2	sulfur	sulfur	NOUN
ajtas-680	54	3	concentration	concentration	NOUN
ajtas-680	54	4	was	be	AUX
ajtas-680	54	5	determined	determine	VERB
ajtas-680	54	6	by	by	ADP
ajtas-680	54	7	the	the	DET
ajtas-680	54	8	accelerated	accelerate	VERB
ajtas-680	54	9	sulfur	sulfur	NOUN
ajtas-680	54	10	determination	determination	NOUN
ajtas-680	54	11	american	american	PROPN
ajtas-680	54	12	journal	journal	PROPN
ajtas-680	54	13	of	of	ADP
ajtas-680	54	14	technology	technology	NOUN
ajtas-680	54	15	and	and	CCONJ
ajtas-680	54	16	applied	apply	VERB
ajtas-680	54	17	sciences	science	NOUN
ajtas-680	54	18	39	39	NUM
ajtas-680	54	19	,	,	PUNCT
ajtas-680	54	20	august	august	PROPN
ajtas-680	54	21	2025	2025	NUM
ajtas-680	54	22	p	p	NOUN
ajtas-680	54	23	a	a	DET
ajtas-680	54	24	g	g	NOUN
ajtas-680	54	25	e	e	NOUN
ajtas-680	54	26	|	|	ADV
ajtas-680	54	27	23	23	NUM
ajtas-680	54	28	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-680	54	29	method	method	NOUN
ajtas-680	54	30	(	(	PUNCT
ajtas-680	54	31	gost	gost	PROPN
ajtas-680	54	32	1437	1437	NUM
ajtas-680	54	33	-	-	SYM
ajtas-680	54	34	75	75	NUM
ajtas-680	54	35	)	)	PUNCT
ajtas-680	54	36	.	.	PUNCT
ajtas-680	55	1	the	the	DET
ajtas-680	55	2	essence	essence	NOUN
ajtas-680	55	3	of	of	ADP
ajtas-680	55	4	the	the	DET
ajtas-680	55	5	method	method	NOUN
ajtas-680	55	6	is	be	AUX
ajtas-680	55	7	to	to	PART
ajtas-680	55	8	burn	burn	VERB
ajtas-680	55	9	the	the	DET
ajtas-680	55	10	oil	oil	NOUN
ajtas-680	55	11	product	product	NOUN
ajtas-680	55	12	in	in	ADP
ajtas-680	55	13	a	a	DET
ajtas-680	55	14	stream	stream	NOUN
ajtas-680	55	15	of	of	ADP
ajtas-680	55	16	air	air	NOUN
ajtas-680	55	17	and	and	CCONJ
ajtas-680	55	18	capture	capture	VERB
ajtas-680	55	19	the	the	DET
ajtas-680	55	20	resulting	result	VERB
ajtas-680	55	21	sulfur	sulfur	NOUN
ajtas-680	55	22	dioxide	dioxide	NOUN
ajtas-680	55	23	and	and	CCONJ
ajtas-680	55	24	sulfuric	sulfuric	NOUN
ajtas-680	55	25	anhydrides	anhydride	NOUN
ajtas-680	55	26	with	with	ADP
ajtas-680	55	27	solutions	solution	NOUN
ajtas-680	55	28	of	of	ADP
ajtas-680	55	29	hydrogen	hydrogen	NOUN
ajtas-680	55	30	peroxide	peroxide	NOUN
ajtas-680	55	31	with	with	ADP
ajtas-680	55	32	sulfuric	sulfuric	ADJ
ajtas-680	55	33	acid	acid	NOUN
ajtas-680	55	34	and	and	CCONJ
ajtas-680	55	35	titration	titration	NOUN
ajtas-680	55	36	with	with	ADP
ajtas-680	55	37	a	a	DET
ajtas-680	55	38	solution	solution	NOUN
ajtas-680	55	39	of	of	ADP
ajtas-680	55	40	sodium	sodium	NOUN
ajtas-680	55	41	hydroxide	hydroxide	NOUN
ajtas-680	55	42	.	.	PUNCT
ajtas-680	56	1	the	the	DET
ajtas-680	56	2	degree	degree	NOUN
ajtas-680	56	3	of	of	ADP
ajtas-680	56	4	purification	purification	NOUN
ajtas-680	56	5	of	of	ADP
ajtas-680	56	6	the	the	DET
ajtas-680	56	7	diesel	diesel	NOUN
ajtas-680	56	8	fraction	fraction	NOUN
ajtas-680	56	9	was	be	AUX
ajtas-680	56	10	calculated	calculate	VERB
ajtas-680	56	11	using	use	VERB
ajtas-680	56	12	the	the	DET
ajtas-680	56	13	formula	formula	NOUN
ajtas-680	56	14	:	:	PUNCT
ajtas-680	56	15	,	,	PUNCT
ajtas-680	56	16	where	where	SCONJ
ajtas-680	56	17	сн	сн	PROPN
ajtas-680	56	18	is	be	AUX
ajtas-680	56	19	the	the	DET
ajtas-680	56	20	sulfur	sulfur	NOUN
ajtas-680	56	21	concentration	concentration	NOUN
ajtas-680	56	22	in	in	ADP
ajtas-680	56	23	the	the	DET
ajtas-680	56	24	unrefined	unrefined	ADJ
ajtas-680	56	25	fuel	fuel	NOUN
ajtas-680	56	26	,	,	PUNCT
ajtas-680	56	27	ск	ск	NOUN
ajtas-680	56	28	is	be	AUX
ajtas-680	56	29	the	the	DET
ajtas-680	56	30	sulfur	sulfur	NOUN
ajtas-680	56	31	concentration	concentration	NOUN
ajtas-680	56	32	in	in	ADP
ajtas-680	56	33	the	the	DET
ajtas-680	56	34	refined	refined	ADJ
ajtas-680	56	35	fuel	fuel	NOUN
ajtas-680	56	36	a	a	DET
ajtas-680	56	37	study	study	NOUN
ajtas-680	56	38	of	of	ADP
ajtas-680	56	39	the	the	DET
ajtas-680	56	40	effect	effect	NOUN
ajtas-680	56	41	of	of	ADP
ajtas-680	56	42	hydrodesulfiding	hydrodesulfiding	NOUN
ajtas-680	56	43	activity	activity	NOUN
ajtas-680	56	44	on	on	ADP
ajtas-680	56	45	the	the	DET
ajtas-680	56	46	sulfided	sulfided	ADJ
ajtas-680	56	47	catalyst	catalyst	NOUN
ajtas-680	56	48	showed	show	VERB
ajtas-680	56	49	that	that	SCONJ
ajtas-680	56	50	the	the	DET
ajtas-680	56	51	best	good	ADJ
ajtas-680	56	52	result	result	NOUN
ajtas-680	56	53	was	be	AUX
ajtas-680	56	54	achieved	achieve	VERB
ajtas-680	56	55	at	at	ADP
ajtas-680	56	56	a	a	DET
ajtas-680	56	57	feed	feed	NOUN
ajtas-680	56	58	space	space	NOUN
ajtas-680	56	59	velocity	velocity	NOUN
ajtas-680	56	60	of	of	ADP
ajtas-680	56	61	0.8	0.8	NUM
ajtas-680	56	62	h	h	NOUN
ajtas-680	56	63	-1	-1	NOUN
ajtas-680	56	64	and	and	CCONJ
ajtas-680	56	65	t	t	X
ajtas-680	56	66	=	=	PUNCT
ajtas-680	56	67	360	360	NUM
ajtas-680	56	68	°	°	NOUN
ajtas-680	56	69	c	c	X
ajtas-680	56	70	.	.	PUNCT
ajtas-680	57	1	for	for	ADP
ajtas-680	57	2	comparison	comparison	NOUN
ajtas-680	57	3	,	,	PUNCT
ajtas-680	57	4	a	a	DET
ajtas-680	57	5	non	non	ADJ
ajtas-680	57	6	-	-	ADJ
ajtas-680	57	7	sulfided	sulfided	ADJ
ajtas-680	57	8	cunimo	cunimo	ADJ
ajtas-680	57	9	/	/	SYM
ajtas-680	57	10	al2o3	al2o3	PROPN
ajtas-680	57	11	catalyst	catalyst	NOUN
ajtas-680	57	12	was	be	AUX
ajtas-680	57	13	selected	select	VERB
ajtas-680	57	14	.	.	PUNCT
ajtas-680	58	1	the	the	DET
ajtas-680	58	2	catalyst	catalyst	NOUN
ajtas-680	58	3	was	be	AUX
ajtas-680	58	4	tested	test	VERB
ajtas-680	58	5	on	on	ADP
ajtas-680	58	6	a	a	DET
ajtas-680	58	7	diesel	diesel	NOUN
ajtas-680	58	8	fraction	fraction	NOUN
ajtas-680	58	9	with	with	ADP
ajtas-680	58	10	an	an	DET
ajtas-680	58	11	initial	initial	ADJ
ajtas-680	58	12	sulfur	sulfur	NOUN
ajtas-680	58	13	content	content	NOUN
ajtas-680	58	14	of	of	ADP
ajtas-680	58	15	0.72	0.72	NUM
ajtas-680	58	16	wt.%	wt.%	NOUN
ajtas-680	58	17	.	.	PUNCT
ajtas-680	59	1	the	the	DET
ajtas-680	59	2	best	good	ADJ
ajtas-680	59	3	result	result	NOUN
ajtas-680	59	4	of	of	ADP
ajtas-680	59	5	hydrodesulfiding	hydrodesulfiding	NOUN
ajtas-680	59	6	activity	activity	NOUN
ajtas-680	59	7	was	be	AUX
ajtas-680	59	8	achieved	achieve	VERB
ajtas-680	59	9	at	at	ADP
ajtas-680	59	10	a	a	DET
ajtas-680	59	11	feed	feed	NOUN
ajtas-680	59	12	space	space	NOUN
ajtas-680	59	13	velocity	velocity	NOUN
ajtas-680	59	14	of	of	ADP
ajtas-680	59	15	0.8	0.8	NUM
ajtas-680	59	16	h	h	NOUN
ajtas-680	59	17	-1	-1	NOUN
ajtas-680	59	18	and	and	CCONJ
ajtas-680	59	19	t	t	X
ajtas-680	59	20	=	=	PUNCT
ajtas-680	60	1	360	360	NUM
ajtas-680	60	2	°	°	NOUN
ajtas-680	60	3	c	c	NOUN
ajtas-680	60	4	,	,	PUNCT
ajtas-680	60	5	the	the	DET
ajtas-680	60	6	purification	purification	NOUN
ajtas-680	60	7	degree	degree	NOUN
ajtas-680	60	8	was	be	AUX
ajtas-680	60	9	87	87	NUM
ajtas-680	60	10	%	%	NOUN
ajtas-680	60	11	.	.	PUNCT
ajtas-680	61	1	the	the	DET
ajtas-680	61	2	data	datum	NOUN
ajtas-680	61	3	on	on	ADP
ajtas-680	61	4	the	the	DET
ajtas-680	61	5	activity	activity	NOUN
ajtas-680	61	6	of	of	ADP
ajtas-680	61	7	the	the	DET
ajtas-680	61	8	sulfurized	sulfurize	VERB
ajtas-680	61	9	catalyst	catalyst	NOUN
ajtas-680	61	10	show	show	NOUN
ajtas-680	61	11	that	that	SCONJ
ajtas-680	61	12	the	the	DET
ajtas-680	61	13	sulfided	sulfided	ADJ
ajtas-680	61	14	catalyst	catalyst	NOUN
ajtas-680	61	15	exhibited	exhibit	VERB
ajtas-680	61	16	greater	great	ADJ
ajtas-680	61	17	hydrodesulfiding	hydrodesulfiding	NOUN
ajtas-680	61	18	capacity	capacity	NOUN
ajtas-680	61	19	at	at	ADP
ajtas-680	61	20	lower	low	ADJ
ajtas-680	61	21	temperatures	temperature	NOUN
ajtas-680	61	22	than	than	ADP
ajtas-680	61	23	the	the	DET
ajtas-680	61	24	non	non	ADJ
ajtas-680	61	25	-	-	ADJ
ajtas-680	61	26	sulfided	sulfided	ADJ
ajtas-680	61	27	catalyst	catalyst	NOUN
ajtas-680	61	28	.	.	PUNCT
ajtas-680	62	1	the	the	DET
ajtas-680	62	2	maximum	maximum	ADJ
ajtas-680	62	3	purification	purification	NOUN
ajtas-680	62	4	degree	degree	NOUN
ajtas-680	62	5	was	be	AUX
ajtas-680	62	6	84	84	NUM
ajtas-680	62	7	%	%	NOUN
ajtas-680	62	8	with	with	ADP
ajtas-680	62	9	a	a	DET
ajtas-680	62	10	residual	residual	ADJ
ajtas-680	62	11	content	content	NOUN
ajtas-680	62	12	of	of	ADP
ajtas-680	62	13	sulfur	sulfur	NOUN
ajtas-680	62	14	-	-	PUNCT
ajtas-680	62	15	containing	contain	VERB
ajtas-680	62	16	components	component	NOUN
ajtas-680	62	17	of	of	ADP
ajtas-680	62	18	0.33	0.33	NUM
ajtas-680	62	19	%	%	NOUN
ajtas-680	62	20	by	by	ADP
ajtas-680	62	21	weight	weight	NOUN
ajtas-680	62	22	,	,	PUNCT
ajtas-680	62	23	which	which	PRON
ajtas-680	62	24	meets	meet	VERB
ajtas-680	62	25	the	the	DET
ajtas-680	62	26	requirements	requirement	NOUN
ajtas-680	62	27	of	of	ADP
ajtas-680	62	28	en	en	PROPN
ajtas-680	62	29	590	590	NUM
ajtas-680	62	30	.	.	PUNCT
ajtas-680	63	1	the	the	DET
ajtas-680	63	2	developed	develop	VERB
ajtas-680	63	3	catalyst	catalyst	NOUN
ajtas-680	63	4	can	can	AUX
ajtas-680	63	5	be	be	AUX
ajtas-680	63	6	considered	consider	VERB
ajtas-680	63	7	as	as	ADP
ajtas-680	63	8	a	a	DET
ajtas-680	63	9	catalyst	catalyst	NOUN
ajtas-680	63	10	in	in	ADP
ajtas-680	63	11	the	the	DET
ajtas-680	63	12	process	process	NOUN
ajtas-680	63	13	of	of	ADP
ajtas-680	63	14	secondary	secondary	ADJ
ajtas-680	63	15	processing	processing	NOUN
ajtas-680	63	16	and	and	CCONJ
ajtas-680	63	17	improvement	improvement	NOUN
ajtas-680	63	18	of	of	ADP
ajtas-680	63	19	the	the	DET
ajtas-680	63	20	quality	quality	NOUN
ajtas-680	63	21	of	of	ADP
ajtas-680	63	22	petroleum	petroleum	NOUN
ajtas-680	63	23	fuel	fuel	NOUN
ajtas-680	63	24	.	.	PUNCT
ajtas-680	64	1	results	result	NOUN
ajtas-680	64	2	and	and	CCONJ
ajtas-680	64	3	discussion	discussion	NOUN
ajtas-680	64	4	the	the	DET
ajtas-680	64	5	synthesized	synthesize	VERB
ajtas-680	64	6	catalyst	catalyst	NOUN
ajtas-680	64	7	samples	sample	NOUN
ajtas-680	64	8	were	be	AUX
ajtas-680	64	9	tested	test	VERB
ajtas-680	64	10	using	use	VERB
ajtas-680	64	11	three	three	NUM
ajtas-680	64	12	methods	method	NOUN
ajtas-680	64	13	on	on	ADP
ajtas-680	64	14	three	three	NUM
ajtas-680	64	15	different	different	ADJ
ajtas-680	64	16	types	type	NOUN
ajtas-680	64	17	of	of	ADP
ajtas-680	64	18	raw	raw	ADJ
ajtas-680	64	19	materials	material	NOUN
ajtas-680	64	20	.	.	PUNCT
ajtas-680	65	1	1	1	X
ajtas-680	65	2	.	.	X
ajtas-680	65	3	the	the	DET
ajtas-680	65	4	initial	initial	ADJ
ajtas-680	65	5	evaluation	evaluation	NOUN
ajtas-680	65	6	of	of	ADP
ajtas-680	65	7	catalyst	catalyst	NOUN
ajtas-680	65	8	activity	activity	NOUN
ajtas-680	65	9	was	be	AUX
ajtas-680	65	10	carried	carry	VERB
ajtas-680	65	11	out	out	ADP
ajtas-680	65	12	in	in	ADP
ajtas-680	65	13	the	the	DET
ajtas-680	65	14	hydrogenolysis	hydrogenolysis	NOUN
ajtas-680	65	15	reaction	reaction	NOUN
ajtas-680	65	16	of	of	ADP
ajtas-680	65	17	thiophene	thiophene	NOUN
ajtas-680	65	18	using	use	VERB
ajtas-680	65	19	a	a	DET
ajtas-680	65	20	modified	modify	VERB
ajtas-680	65	21	method	method	NOUN
ajtas-680	65	22	from	from	ADP
ajtas-680	65	23	bashnii	bashnii	NOUN
ajtas-680	65	24	np	np	ADP
ajtas-680	65	25	[	[	X
ajtas-680	65	26	[	[	X
ajtas-680	65	27	7	7	NUM
ajtas-680	65	28	]	]	X
ajtas-680	65	29	]	]	PUNCT
ajtas-680	65	30	.	.	PUNCT
ajtas-680	66	1	all	all	DET
ajtas-680	66	2	synthesized	synthesize	VERB
ajtas-680	66	3	catalyst	catalyst	NOUN
ajtas-680	66	4	samples	sample	NOUN
ajtas-680	66	5	were	be	AUX
ajtas-680	66	6	tested	test	VERB
ajtas-680	66	7	using	use	VERB
ajtas-680	66	8	this	this	DET
ajtas-680	66	9	method	method	NOUN
ajtas-680	66	10	,	,	PUNCT
ajtas-680	66	11	including	include	VERB
ajtas-680	66	12	experiments	experiment	NOUN
ajtas-680	66	13	both	both	CCONJ
ajtas-680	66	14	with	with	ADP
ajtas-680	66	15	and	and	CCONJ
ajtas-680	66	16	without	without	ADP
ajtas-680	66	17	prior	prior	ADJ
ajtas-680	66	18	sulfidation	sulfidation	NOUN
ajtas-680	66	19	of	of	ADP
ajtas-680	66	20	the	the	DET
ajtas-680	66	21	catalysts	catalyst	NOUN
ajtas-680	66	22	in	in	ADP
ajtas-680	66	23	a	a	DET
ajtas-680	66	24	h2	h2	NOUN
ajtas-680	66	25	+	+	CCONJ
ajtas-680	66	26	h2s	h2s	NOUN
ajtas-680	66	27	stream	stream	NOUN
ajtas-680	66	28	.	.	PUNCT
ajtas-680	67	1	2	2	X
ajtas-680	67	2	.	.	X
ajtas-680	67	3	a	a	DET
ajtas-680	67	4	number	number	NOUN
ajtas-680	67	5	of	of	ADP
ajtas-680	67	6	samples	sample	NOUN
ajtas-680	67	7	,	,	PUNCT
ajtas-680	67	8	representing	represent	VERB
ajtas-680	67	9	the	the	DET
ajtas-680	67	10	key	key	ADJ
ajtas-680	67	11	stages	stage	NOUN
ajtas-680	67	12	in	in	ADP
ajtas-680	67	13	improving	improve	VERB
ajtas-680	67	14	the	the	DET
ajtas-680	67	15	catalyst	catalyst	NOUN
ajtas-680	67	16	synthesis	synthesis	NOUN
ajtas-680	67	17	and	and	CCONJ
ajtas-680	67	18	preactivation	preactivation	NOUN
ajtas-680	67	19	methods	method	NOUN
ajtas-680	67	20	,	,	PUNCT
ajtas-680	67	21	were	be	AUX
ajtas-680	67	22	tested	test	VERB
ajtas-680	67	23	in	in	ADP
ajtas-680	67	24	flow	flow	NOUN
ajtas-680	67	25	reactors	reactor	NOUN
ajtas-680	67	26	under	under	ADP
ajtas-680	67	27	hydrogen	hydrogen	NOUN
ajtas-680	67	28	pressure	pressure	NOUN
ajtas-680	67	29	of	of	ADP
ajtas-680	67	30	4.0	4.0	NUM
ajtas-680	67	31	mpa	mpa	NOUN
ajtas-680	67	32	with	with	ADP
ajtas-680	67	33	a	a	DET
ajtas-680	67	34	feedstock	feedstock	NOUN
ajtas-680	67	35	volumetric	volumetric	NOUN
ajtas-680	67	36	flow	flow	NOUN
ajtas-680	67	37	rate	rate	NOUN
ajtas-680	67	38	of	of	ADP
ajtas-680	67	39	1.0	1.0	NUM
ajtas-680	67	40	hour-1.a	hour-1.a	NOUN
ajtas-680	67	41	model	model	NOUN
ajtas-680	67	42	representing	represent	VERB
ajtas-680	67	43	a	a	DET
ajtas-680	67	44	mixture	mixture	NOUN
ajtas-680	67	45	of	of	ADP
ajtas-680	67	46	benzene	benzene	NOUN
ajtas-680	67	47	and	and	CCONJ
ajtas-680	67	48	thiophene	thiophene	NOUN
ajtas-680	67	49	was	be	AUX
ajtas-680	67	50	used	use	VERB
ajtas-680	67	51	as	as	ADP
ajtas-680	67	52	the	the	DET
ajtas-680	67	53	raw	raw	ADJ
ajtas-680	67	54	material	material	NOUN
ajtas-680	67	55	,	,	PUNCT
ajtas-680	67	56	with	with	ADP
ajtas-680	67	57	a	a	DET
ajtas-680	67	58	sulfur	sulfur	NOUN
ajtas-680	67	59	content	content	NOUN
ajtas-680	67	60	corresponding	correspond	VERB
ajtas-680	67	61	to	to	ADP
ajtas-680	67	62	0.5	0.5	NUM
ajtas-680	67	63	wt.%	wt.%	NOUN
ajtas-680	67	64	.	.	PUNCT
ajtas-680	68	1	the	the	DET
ajtas-680	68	2	applied	apply	VERB
ajtas-680	68	3	methodology	methodology	NOUN
ajtas-680	68	4	allowed	allow	VERB
ajtas-680	68	5	for	for	ADP
ajtas-680	68	6	the	the	DET
ajtas-680	68	7	evaluation	evaluation	NOUN
ajtas-680	68	8	of	of	ADP
ajtas-680	68	9	functional	functional	ADJ
ajtas-680	68	10	properties	property	NOUN
ajtas-680	68	11	at	at	ADP
ajtas-680	68	12	the	the	DET
ajtas-680	68	13	initial	initial	ADJ
ajtas-680	68	14	stage	stage	NOUN
ajtas-680	68	15	of	of	ADP
ajtas-680	68	16	catalyst	catalyst	NOUN
ajtas-680	68	17	operation	operation	NOUN
ajtas-680	68	18	(	(	PUNCT
ajtas-680	68	19	testing	testing	NOUN
ajtas-680	68	20	duration	duration	NOUN
ajtas-680	68	21	:	:	PUNCT
ajtas-680	68	22	8	8	NUM
ajtas-680	68	23	hours	hour	NOUN
ajtas-680	68	24	)	)	PUNCT
ajtas-680	68	25	,	,	PUNCT
ajtas-680	68	26	including	include	VERB
ajtas-680	68	27	hydrodesulfurization	hydrodesulfurization	NOUN
ajtas-680	68	28	,	,	PUNCT
ajtas-680	68	29	hydrogenation	hydrogenation	NOUN
ajtas-680	68	30	(	(	PUNCT
ajtas-680	68	31	hydrogenation	hydrogenation	NOUN
ajtas-680	68	32	of	of	ADP
ajtas-680	68	33	benzene	benzene	NOUN
ajtas-680	68	34	to	to	ADP
ajtas-680	68	35	cyclohexane	cyclohexane	NOUN
ajtas-680	68	36	)	)	PUNCT
ajtas-680	68	37	,	,	PUNCT
ajtas-680	68	38	isomerization	isomerization	NOUN
ajtas-680	68	39	(	(	PUNCT
ajtas-680	68	40	isomerization	isomerization	NOUN
ajtas-680	68	41	of	of	ADP
ajtas-680	68	42	cyclohexane	cyclohexane	NOUN
ajtas-680	68	43	to	to	ADP
ajtas-680	68	44	methylcyclopentane	methylcyclopentane	PROPN
ajtas-680	68	45	)	)	PUNCT
ajtas-680	68	46	,	,	PUNCT
ajtas-680	68	47	and	and	CCONJ
ajtas-680	68	48	cracking	cracking	NOUN
ajtas-680	68	49	activity	activity	NOUN
ajtas-680	68	50	.	.	PUNCT
ajtas-680	69	1	the	the	DET
ajtas-680	69	2	analysis	analysis	NOUN
ajtas-680	69	3	of	of	ADP
ajtas-680	69	4	hydrogenation	hydrogenation	NOUN
ajtas-680	69	5	products	product	NOUN
ajtas-680	69	6	was	be	AUX
ajtas-680	69	7	performed	perform	VERB
ajtas-680	69	8	using	use	VERB
ajtas-680	69	9	a	a	DET
ajtas-680	69	10	chromatographic	chromatographic	ADJ
ajtas-680	69	11	method	method	NOUN
ajtas-680	69	12	based	base	VERB
ajtas-680	69	13	on	on	ADP
ajtas-680	69	14	a	a	DET
ajtas-680	69	15	specially	specially	ADV
ajtas-680	69	16	developed	develop	VERB
ajtas-680	69	17	procedure	procedure	NOUN
ajtas-680	69	18	.	.	PUNCT
ajtas-680	70	1	the	the	DET
ajtas-680	70	2	content	content	NOUN
ajtas-680	70	3	of	of	ADP
ajtas-680	70	4	residual	residual	ADJ
ajtas-680	70	5	thiophene	thiophene	NOUN
ajtas-680	70	6	sulfur	sulfur	NOUN
ajtas-680	70	7	in	in	ADP
ajtas-680	70	8	the	the	DET
ajtas-680	70	9	hydrogenation	hydrogenation	NOUN
ajtas-680	70	10	products	product	NOUN
ajtas-680	70	11	was	be	AUX
ajtas-680	70	12	determined	determine	VERB
ajtas-680	70	13	using	use	VERB
ajtas-680	70	14	a	a	DET
ajtas-680	70	15	photo	photo	NOUN
ajtas-680	70	16	colorimetric	colorimetric	ADJ
ajtas-680	70	17	method	method	NOUN
ajtas-680	70	18	.	.	PUNCT
ajtas-680	71	1	at	at	ADP
ajtas-680	71	2	the	the	DET
ajtas-680	71	3	same	same	ADJ
ajtas-680	71	4	time	time	NOUN
ajtas-680	71	5	,	,	PUNCT
ajtas-680	71	6	the	the	DET
ajtas-680	71	7	effect	effect	NOUN
ajtas-680	71	8	of	of	ADP
ajtas-680	71	9	preliminary	preliminary	ADJ
ajtas-680	71	10	sulfuring	sulfuring	NOUN
ajtas-680	71	11	with	with	ADP
ajtas-680	71	12	hydrogen	hydrogen	NOUN
ajtas-680	71	13	sulfide	sulfide	NOUN
ajtas-680	71	14	on	on	ADP
ajtas-680	71	15	the	the	DET
ajtas-680	71	16	catalysts	catalyst	NOUN
ajtas-680	71	17	’	'	PUNCT
ajtas-680	71	18	activity	activity	NOUN
ajtas-680	71	19	was	be	AUX
ajtas-680	71	20	studied	study	VERB
ajtas-680	71	21	.	.	PUNCT
ajtas-680	72	1	3	3	X
ajtas-680	72	2	.	.	X
ajtas-680	72	3	a	a	DET
ajtas-680	72	4	series	series	NOUN
ajtas-680	72	5	of	of	ADP
ajtas-680	72	6	catalyst	catalyst	NOUN
ajtas-680	72	7	samples	sample	NOUN
ajtas-680	72	8	,	,	PUNCT
ajtas-680	72	9	characterized	characterize	VERB
ajtas-680	72	10	by	by	ADP
ajtas-680	72	11	the	the	DET
ajtas-680	72	12	highest	high	ADJ
ajtas-680	72	13	activity	activity	NOUN
ajtas-680	72	14	based	base	VERB
ajtas-680	72	15	on	on	ADP
ajtas-680	72	16	the	the	DET
ajtas-680	72	17	results	result	NOUN
ajtas-680	72	18	of	of	ADP
ajtas-680	72	19	the	the	DET
ajtas-680	72	20	two	two	NUM
ajtas-680	72	21	methods	method	NOUN
ajtas-680	72	22	described	describe	VERB
ajtas-680	72	23	above	above	ADV
ajtas-680	72	24	,	,	PUNCT
ajtas-680	72	25	were	be	AUX
ajtas-680	72	26	tested	test	VERB
ajtas-680	72	27	on	on	ADP
ajtas-680	72	28	laboratory	laboratory	NOUN
ajtas-680	72	29	high	high	ADJ
ajtas-680	72	30	-	-	PUNCT
ajtas-680	72	31	pressure	pressure	NOUN
ajtas-680	72	32	flow	flow	NOUN
ajtas-680	72	33	reactors	reactor	NOUN
ajtas-680	72	34	using	use	VERB
ajtas-680	72	35	straight	straight	ADJ
ajtas-680	72	36	-	-	PUNCT
ajtas-680	72	37	run	run	NOUN
ajtas-680	72	38	gasoline	gasoline	NOUN
ajtas-680	72	39	with	with	ADP
ajtas-680	72	40	a	a	DET
ajtas-680	72	41	sulfur	sulfur	NOUN
ajtas-680	72	42	content	content	NOUN
ajtas-680	72	43	of	of	ADP
ajtas-680	72	44	0.02	0.02	NUM
ajtas-680	72	45	%	%	NOUN
ajtas-680	72	46	by	by	ADP
ajtas-680	72	47	weight	weight	NOUN
ajtas-680	72	48	and	and	CCONJ
ajtas-680	72	49	diesel	diesel	NOUN
ajtas-680	72	50	fuel	fuel	NOUN
ajtas-680	72	51	with	with	ADP
ajtas-680	72	52	a	a	DET
ajtas-680	72	53	sulfur	sulfur	NOUN
ajtas-680	72	54	content	content	NOUN
ajtas-680	72	55	of	of	ADP
ajtas-680	72	56	1.02	1.02	NUM
ajtas-680	72	57	%	%	NOUN
ajtas-680	72	58	by	by	ADP
ajtas-680	72	59	weight	weight	NOUN
ajtas-680	72	60	from	from	ADP
ajtas-680	72	61	fergana	fergana	PROPN
ajtas-680	72	62	refinery	refinery	NOUN
ajtas-680	72	63	.	.	PUNCT
ajtas-680	73	1	the	the	DET
ajtas-680	73	2	testing	testing	NOUN
ajtas-680	73	3	duration	duration	NOUN
ajtas-680	73	4	for	for	ADP
ajtas-680	73	5	straight	straight	ADJ
ajtas-680	73	6	-	-	PUNCT
ajtas-680	73	7	run	run	NOUN
ajtas-680	73	8	gasoline	gasoline	NOUN
ajtas-680	73	9	was	be	AUX
ajtas-680	73	10	120	120	NUM
ajtas-680	73	11	hours	hour	NOUN
ajtas-680	73	12	.	.	PUNCT
ajtas-680	74	1	testing	test	VERB
ajtas-680	74	2	american	american	PROPN
ajtas-680	74	3	journal	journal	PROPN
ajtas-680	74	4	of	of	ADP
ajtas-680	74	5	technology	technology	NOUN
ajtas-680	74	6	and	and	CCONJ
ajtas-680	74	7	applied	apply	VERB
ajtas-680	74	8	sciences	science	NOUN
ajtas-680	74	9	39	39	NUM
ajtas-680	74	10	,	,	PUNCT
ajtas-680	74	11	august	august	PROPN
ajtas-680	74	12	2025	2025	NUM
ajtas-680	74	13	p	p	NOUN
ajtas-680	74	14	a	a	DET
ajtas-680	74	15	g	g	NOUN
ajtas-680	74	16	e	e	NOUN
ajtas-680	75	1	|	|	ADV
ajtas-680	75	2	24	24	NUM
ajtas-680	75	3	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-680	75	4	conditions	condition	NOUN
ajtas-680	75	5	included	include	VERB
ajtas-680	75	6	pressures	pressure	NOUN
ajtas-680	75	7	of	of	ADP
ajtas-680	75	8	4.0	4.0	NUM
ajtas-680	75	9	mpa	mpa	NOUN
ajtas-680	75	10	and	and	CCONJ
ajtas-680	75	11	2.0	2.0	NUM
ajtas-680	75	12	mpa	mpa	NOUN
ajtas-680	75	13	,	,	PUNCT
ajtas-680	75	14	with	with	ADP
ajtas-680	75	15	a	a	DET
ajtas-680	75	16	volumetric	volumetric	NOUN
ajtas-680	75	17	feed	feed	NOUN
ajtas-680	75	18	rate	rate	NOUN
ajtas-680	75	19	of	of	ADP
ajtas-680	75	20	3.0	3.0	NUM
ajtas-680	75	21	and	and	CCONJ
ajtas-680	75	22	5	5	NUM
ajtas-680	75	23	hour⁻¹	hour⁻¹	NOUN
ajtas-680	75	24	at	at	ADP
ajtas-680	75	25	temperatures	temperature	NOUN
ajtas-680	75	26	of	of	ADP
ajtas-680	75	27	300	300	NUM
ajtas-680	75	28	°	°	NOUN
ajtas-680	75	29	c	c	NOUN
ajtas-680	75	30	and	and	CCONJ
ajtas-680	75	31	360	360	NUM
ajtas-680	75	32	°	°	NOUN
ajtas-680	75	33	c	c	NOUN
ajtas-680	75	34	.	.	PUNCT
ajtas-680	76	1	the	the	DET
ajtas-680	76	2	residual	residual	ADJ
ajtas-680	76	3	sulfur	sulfur	NOUN
ajtas-680	76	4	content	content	NOUN
ajtas-680	76	5	was	be	AUX
ajtas-680	76	6	determined	determine	VERB
ajtas-680	76	7	according	accord	VERB
ajtas-680	76	8	to	to	ADP
ajtas-680	76	9	gost	gost	PROPN
ajtas-680	76	10	(	(	PUNCT
ajtas-680	76	11	state	state	NOUN
ajtas-680	76	12	standards	standard	NOUN
ajtas-680	76	13	)	)	PUNCT
ajtas-680	76	14	13380	13380	NUM
ajtas-680	76	15	-	-	SYM
ajtas-680	76	16	67	67	NUM
ajtas-680	76	17	.	.	PUNCT
ajtas-680	77	1	the	the	DET
ajtas-680	77	2	fractional	fractional	ADJ
ajtas-680	77	3	composition	composition	NOUN
ajtas-680	77	4	of	of	ADP
ajtas-680	77	5	the	the	DET
ajtas-680	77	6	hydrogenation	hydrogenation	NOUN
ajtas-680	77	7	products	product	NOUN
ajtas-680	77	8	was	be	AUX
ajtas-680	77	9	determined	determine	VERB
ajtas-680	77	10	by	by	ADP
ajtas-680	77	11	chromatographic	chromatographic	ADJ
ajtas-680	77	12	distillation	distillation	NOUN
ajtas-680	77	13	.	.	PUNCT
ajtas-680	78	1	along	along	ADP
ajtas-680	78	2	with	with	ADP
ajtas-680	78	3	the	the	DET
ajtas-680	78	4	newly	newly	ADV
ajtas-680	78	5	synthesized	synthesize	VERB
ajtas-680	78	6	samples	sample	NOUN
ajtas-680	78	7	,	,	PUNCT
ajtas-680	78	8	industrial	industrial	ADJ
ajtas-680	78	9	catalysts	catalyst	NOUN
ajtas-680	78	10	such	such	ADJ
ajtas-680	78	11	as	as	ADP
ajtas-680	78	12	aluminum	aluminum	NOUN
ajtas-680	78	13	-	-	PUNCT
ajtas-680	78	14	cobalt	cobalt	NOUN
ajtas-680	78	15	-	-	PUNCT
ajtas-680	78	16	molybdenum	molybdenum	NOUN
ajtas-680	78	17	(	(	PUNCT
ajtas-680	78	18	acm	acm	NOUN
ajtas-680	78	19	)	)	PUNCT
ajtas-680	78	20	type	type	NOUN
ajtas-680	78	21	go-70	go-70	PUNCT
ajtas-680	78	22	(	(	PUNCT
ajtas-680	78	23	manufactured	manufacture	VERB
ajtas-680	78	24	in	in	ADP
ajtas-680	78	25	russia	russia	PROPN
ajtas-680	78	26	)	)	PUNCT
ajtas-680	78	27	,	,	PUNCT
ajtas-680	78	28	aluminum	aluminum	NOUN
ajtas-680	78	29	-	-	PUNCT
ajtas-680	78	30	nickel	nickel	NOUN
ajtas-680	78	31	-	-	PUNCT
ajtas-680	78	32	molybdenum	molybdenum	NOUN
ajtas-680	78	33	silicate	silicate	NOUN
ajtas-680	78	34	(	(	PUNCT
ajtas-680	78	35	anms	anms	PROPN
ajtas-680	78	36	)	)	PUNCT
ajtas-680	78	37	,	,	PUNCT
ajtas-680	78	38	as	as	ADV
ajtas-680	78	39	well	well	ADV
ajtas-680	78	40	as	as	ADP
ajtas-680	78	41	catalysts	catalyst	NOUN
ajtas-680	78	42	from	from	ADP
ajtas-680	78	43	union	union	NOUN
ajtas-680	78	44	oil	oil	NOUN
ajtas-680	78	45	of	of	ADP
ajtas-680	78	46	california	california	PROPN
ajtas-680	78	47	(	(	PUNCT
ajtas-680	78	48	usa	usa	PROPN
ajtas-680	78	49	)	)	PUNCT
ajtas-680	78	50	n-6797	n-6797	PROPN
ajtas-680	78	51	–	–	PUNCT
ajtas-680	78	52	t21	t21	PROPN
ajtas-680	78	53	and	and	CCONJ
ajtas-680	78	54	several	several	ADJ
ajtas-680	78	55	other	other	ADJ
ajtas-680	78	56	samples	sample	NOUN
ajtas-680	78	57	were	be	AUX
ajtas-680	78	58	tested	test	VERB
ajtas-680	78	59	.	.	PUNCT
ajtas-680	79	1	during	during	ADP
ajtas-680	79	2	these	these	DET
ajtas-680	79	3	tests	test	NOUN
ajtas-680	79	4	on	on	ADP
ajtas-680	79	5	laboratory	laboratory	NOUN
ajtas-680	79	6	flow	flow	NOUN
ajtas-680	79	7	reactors	reactor	NOUN
ajtas-680	79	8	,	,	PUNCT
ajtas-680	79	9	the	the	DET
ajtas-680	79	10	conditions	condition	NOUN
ajtas-680	79	11	for	for	ADP
ajtas-680	79	12	introducing	introduce	VERB
ajtas-680	79	13	the	the	DET
ajtas-680	79	14	catalysts	catalyst	NOUN
ajtas-680	79	15	into	into	ADP
ajtas-680	79	16	the	the	DET
ajtas-680	79	17	process	process	NOUN
ajtas-680	79	18	were	be	AUX
ajtas-680	79	19	also	also	ADV
ajtas-680	79	20	varied	varied	ADJ
ajtas-680	79	21	:	:	PUNCT
ajtas-680	79	22	catalysts	catalyst	NOUN
ajtas-680	79	23	without	without	ADP
ajtas-680	79	24	preliminary	preliminary	ADJ
ajtas-680	79	25	reduction	reduction	NOUN
ajtas-680	79	26	.	.	PUNCT
ajtas-680	80	1	catalysts	catalyst	NOUN
ajtas-680	80	2	that	that	PRON
ajtas-680	80	3	were	be	AUX
ajtas-680	80	4	pre	pre	ADJ
ajtas-680	80	5	-	-	VERB
ajtas-680	80	6	reduced	reduced	ADJ
ajtas-680	80	7	.	.	PUNCT
ajtas-680	81	1	the	the	DET
ajtas-680	81	2	starting	starting	NOUN
ajtas-680	81	3	point	point	NOUN
ajtas-680	81	4	of	of	ADP
ajtas-680	81	5	the	the	DET
ajtas-680	81	6	research	research	NOUN
ajtas-680	81	7	was	be	AUX
ajtas-680	81	8	the	the	DET
ajtas-680	81	9	comparison	comparison	NOUN
ajtas-680	81	10	of	of	ADP
ajtas-680	81	11	the	the	DET
ajtas-680	81	12	activity	activity	NOUN
ajtas-680	81	13	of	of	ADP
ajtas-680	81	14	industrial	industrial	ADJ
ajtas-680	81	15	samples	sample	NOUN
ajtas-680	81	16	of	of	ADP
ajtas-680	81	17	acm	acm	NOUN
ajtas-680	81	18	and	and	CCONJ
ajtas-680	81	19	anms	anms	NOUN
ajtas-680	81	20	catalysts	catalyst	NOUN
ajtas-680	81	21	,	,	PUNCT
ajtas-680	81	22	available	available	ADJ
ajtas-680	81	23	to	to	ADP
ajtas-680	81	24	us	we	PRON
ajtas-680	81	25	,	,	PUNCT
ajtas-680	81	26	including	include	VERB
ajtas-680	81	27	the	the	DET
ajtas-680	81	28	n-6797	n-6797	PROPN
ajtas-680	81	29	type	type	NOUN
ajtas-680	81	30	21	21	NUM
ajtas-680	81	31	and	and	CCONJ
ajtas-680	81	32	norm-463	norm-463	ADJ
ajtas-680	81	33	zeolite	zeolite	NOUN
ajtas-680	81	34	-	-	PUNCT
ajtas-680	81	35	containing	contain	VERB
ajtas-680	81	36	hydrofining	hydrofine	VERB
ajtas-680	81	37	catalyst	catalyst	NOUN
ajtas-680	81	38	(	(	PUNCT
ajtas-680	81	39	go-70	go-70	NUM
ajtas-680	81	40	,	,	PUNCT
ajtas-680	81	41	russia	russia	PROPN
ajtas-680	81	42	)	)	PUNCT
ajtas-680	81	43	from	from	ADP
ajtas-680	81	44	union	union	NOUN
ajtas-680	81	45	oil	oil	NOUN
ajtas-680	81	46	company	company	NOUN
ajtas-680	81	47	of	of	ADP
ajtas-680	81	48	california	california	PROPN
ajtas-680	81	49	(	(	PUNCT
ajtas-680	81	50	usa	usa	PROPN
ajtas-680	81	51	)	)	PUNCT
ajtas-680	81	52	,	,	PUNCT
ajtas-680	81	53	as	as	ADV
ajtas-680	81	54	well	well	ADV
ajtas-680	81	55	as	as	ADP
ajtas-680	81	56	laboratory	laboratory	NOUN
ajtas-680	81	57	samples	sample	NOUN
ajtas-680	81	58	of	of	ADP
ajtas-680	81	59	anm	anm	PROPN
ajtas-680	81	60	and	and	CCONJ
ajtas-680	81	61	anms	anms	NOUN
ajtas-680	81	62	catalysts	catalyst	NOUN
ajtas-680	81	63	(	(	PUNCT
ajtas-680	81	64	samples	sample	NOUN
ajtas-680	81	65	xam-2	xam-2	NUM
ajtas-680	81	66	and	and	CCONJ
ajtas-680	81	67	xam-3	xam-3	NUM
ajtas-680	81	68	)	)	PUNCT
ajtas-680	81	69	.	.	PUNCT
ajtas-680	82	1	the	the	DET
ajtas-680	82	2	characteristics	characteristic	NOUN
ajtas-680	82	3	of	of	ADP
ajtas-680	82	4	the	the	DET
ajtas-680	82	5	tested	test	VERB
ajtas-680	82	6	hydrofining	hydrofine	VERB
ajtas-680	82	7	catalysts	catalyst	NOUN
ajtas-680	82	8	are	be	AUX
ajtas-680	82	9	presented	present	VERB
ajtas-680	82	10	in	in	ADP
ajtas-680	82	11	table	table	NOUN
ajtas-680	82	12	1	1	NUM
ajtas-680	82	13	.	.	PUNCT
ajtas-680	83	1	the	the	DET
ajtas-680	83	2	test	test	NOUN
ajtas-680	83	3	results	result	VERB
ajtas-680	83	4	for	for	ADP
ajtas-680	83	5	the	the	DET
ajtas-680	83	6	listed	list	VERB
ajtas-680	83	7	catalysts	catalyst	NOUN
ajtas-680	83	8	are	be	AUX
ajtas-680	83	9	shown	show	VERB
ajtas-680	83	10	in	in	ADP
ajtas-680	83	11	table	table	NOUN
ajtas-680	83	12	2	2	NUM
ajtas-680	83	13	.	.	PUNCT
ajtas-680	83	14	table	table	NOUN
ajtas-680	83	15	1	1	NUM
ajtas-680	83	16	.	.	PUNCT
ajtas-680	84	1	characteristics	characteristic	NOUN
ajtas-680	84	2	of	of	ADP
ajtas-680	84	3	hydrotreatment	hydrotreatment	NOUN
ajtas-680	84	4	catalysts	catalyst	NOUN
ajtas-680	84	5	produced	produce	VERB
ajtas-680	84	6	abroad	abroad	ADV
ajtas-680	84	7	№	№	ADJ
ajtas-680	84	8	name	name	NOUN
ajtas-680	84	9	,	,	PUNCT
ajtas-680	84	10	type	type	NOUN
ajtas-680	84	11	,	,	PUNCT
ajtas-680	84	12	brand	brand	NOUN
ajtas-680	84	13	of	of	ADP
ajtas-680	84	14	catalysts	catalyst	NOUN
ajtas-680	84	15	bulk	bulk	ADJ
ajtas-680	84	16	weight	weight	NOUN
ajtas-680	84	17	,	,	PUNCT
ajtas-680	84	18	g	g	NOUN
ajtas-680	84	19	/	/	SYM
ajtas-680	84	20	ml	ml	ADP
ajtas-680	84	21	the	the	DET
ajtas-680	84	22	content	content	NOUN
ajtas-680	84	23	in	in	ADP
ajtas-680	84	24	the	the	DET
ajtas-680	84	25	catalyst	catalyst	NOUN
ajtas-680	84	26	,	,	PUNCT
ajtas-680	84	27	%	%	NOUN
ajtas-680	84	28	by	by	ADP
ajtas-680	84	29	weight	weight	NOUN
ajtas-680	84	30	.	.	PUNCT
ajtas-680	85	1	specific	specific	ADJ
ajtas-680	85	2	surface	surface	NOUN
ajtas-680	85	3	area	area	NOUN
ajtas-680	85	4	m2	m2	PROPN
ajtas-680	85	5	/	/	SYM
ajtas-680	85	6	g	g	PROPN
ajtas-680	85	7	remarks	remark	VERB
ajtas-680	85	8	соо	соо	NOUN
ajtas-680	85	9	моо3	моо3	PROPN
ajtas-680	85	10	nio	nio	PROPN
ajtas-680	85	11	sio2	sio2	PROPN
ajtas-680	85	12	p2o5	p2o5	PUNCT
ajtas-680	85	13	1	1	NUM
ajtas-680	85	14	h-6797	h-6797	PROPN
ajtas-680	85	15	type	type	NOUN
ajtas-680	85	16	21	21	NUM
ajtas-680	85	17	(	(	PUNCT
ajtas-680	85	18	usa	usa	PROPN
ajtas-680	85	19	union	union	PROPN
ajtas-680	85	20	oil	oil	PROPN
ajtas-680	85	21	of	of	ADP
ajtas-680	85	22	california	california	PROPN
ajtas-680	85	23	)	)	PUNCT
ajtas-680	85	24	0,75	0,75	NOUN
ajtas-680	85	25	0,8	0,8	NUM
ajtas-680	85	26	15,9	15,9	NUM
ajtas-680	85	27	9,5	9,5	NUM
ajtas-680	85	28	4,0	4,0	NUM
ajtas-680	85	29	3,5	3,5	NUM
ajtas-680	85	30	187	187	NUM
ajtas-680	85	31	si	si	NOUN
ajtas-680	85	32	and	and	CCONJ
ajtas-680	85	33	p2o5	p2o5	PROPN
ajtas-680	85	34	are	be	AUX
ajtas-680	85	35	determined	determine	VERB
ajtas-680	85	36	analytically	analytically	ADV
ajtas-680	85	37	2	2	NUM
ajtas-680	85	38	nor-463	nor-463	ADJ
ajtas-680	85	39	(	(	PUNCT
ajtas-680	85	40	japan	japan	PROPN
ajtas-680	85	41	)	)	PUNCT
ajtas-680	85	42	0,70	0,70	PROPN
ajtas-680	86	1	3,01	3,01	NUM
ajtas-680	86	2	14,6	14,6	NUM
ajtas-680	86	3	0,4	0,4	NUM
ajtas-680	86	4	4,58	4,58	NUM
ajtas-680	86	5	220	220	NUM
ajtas-680	86	6	si	si	X
ajtas-680	86	7	and	and	CCONJ
ajtas-680	86	8	p2o5	p2o5	PROPN
ajtas-680	86	9	are	be	AUX
ajtas-680	86	10	determined	determine	VERB
ajtas-680	86	11	analytically	analytically	ADV
ajtas-680	86	12	3	3	NUM
ajtas-680	86	13	aluminum	aluminum	NOUN
ajtas-680	86	14	–	–	PUNCT
ajtas-680	86	15	cobalt	cobalt	NOUN
ajtas-680	86	16	–	–	PUNCT
ajtas-680	86	17	molybdenum	molybdenum	NOUN
ajtas-680	86	18	(	(	PUNCT
ajtas-680	86	19	acm	acm	PROPN
ajtas-680	86	20	)	)	PUNCT
ajtas-680	86	21	(	(	PUNCT
ajtas-680	86	22	russia	russia	PROPN
ajtas-680	86	23	)	)	PUNCT
ajtas-680	86	24	0,78	0,78	VERB
ajtas-680	87	1	4,5	4,5	NUM
ajtas-680	87	2	12,5	12,5	NUM
ajtas-680	87	3	164	164	NUM
ajtas-680	87	4	feo	feo	NOUN
ajtas-680	87	5	0,21	0,21	NOUN
ajtas-680	87	6	%	%	NOUN
ajtas-680	87	7	nao	nao	NOUN
ajtas-680	87	8	0,1	0,1	NUM
ajtas-680	87	9	%	%	NOUN
ajtas-680	87	10	4	4	NUM
ajtas-680	87	11	aluminumnickelmolybdenum	aluminumnickelmolybdenum	NOUN
ajtas-680	87	12	(	(	PUNCT
ajtas-680	87	13	anm	anm	PROPN
ajtas-680	87	14	)	)	PUNCT
ajtas-680	87	15	(	(	PUNCT
ajtas-680	87	16	russia	russia	PROPN
ajtas-680	87	17	)	)	PUNCT
ajtas-680	87	18	0,64	0,64	PUNCT
ajtas-680	88	1	12,5	12,5	NUM
ajtas-680	88	2	4,25	4,25	NUM
ajtas-680	88	3	234	234	NUM
ajtas-680	88	4	feo	feo	ADJ
ajtas-680	88	5	0,21	0,21	PROPN
ajtas-680	88	6	%	%	NOUN
ajtas-680	88	7	nao	nao	NOUN
ajtas-680	88	8	0,1	0,1	NUM
ajtas-680	88	9	%	%	NOUN
ajtas-680	88	10	5	5	NUM
ajtas-680	88	11	aluminumnickelmolybdenumsilicate	aluminumnickelmolybdenumsilicate	NOUN
ajtas-680	88	12	(	(	PUNCT
ajtas-680	88	13	anms	anms	NOUN
ajtas-680	88	14	)	)	PUNCT
ajtas-680	88	15	(	(	PUNCT
ajtas-680	88	16	russia	russia	PROPN
ajtas-680	88	17	)	)	PUNCT
ajtas-680	88	18	0,72	0,72	PUNCT
ajtas-680	89	1	12,6	12,6	NUM
ajtas-680	89	2	4,9	4,9	NUM
ajtas-680	89	3	7,7	7,7	NUM
ajtas-680	89	4	242	242	NUM
ajtas-680	89	5	feo	feo	X
ajtas-680	89	6	0,21	0,21	NOUN
ajtas-680	89	7	%	%	NOUN
ajtas-680	89	8	nao	nao	NOUN
ajtas-680	89	9	0,1	0,1	NUM
ajtas-680	89	10	%	%	NOUN
ajtas-680	89	11	6	6	NUM
ajtas-680	89	12	basf	basf	PROPN
ajtas-680	89	13	m	m	VERB
ajtas-680	89	14	880	880	NUM
ajtas-680	89	15	0,65	0,65	NUM
ajtas-680	89	16	4,8	4,8	NUM
ajtas-680	89	17	10,6	10,6	NUM
ajtas-680	89	18	315	315	NUM
ajtas-680	89	19	7	7	NUM
ajtas-680	89	20	harshow	harshow	NOUN
ajtas-680	89	21	400	400	NUM
ajtas-680	89	22	t	t	PROPN
ajtas-680	89	23	/	/	SYM
ajtas-680	89	24	e	e	NOUN
ajtas-680	89	25	309	309	NUM
ajtas-680	89	26	8	8	NUM
ajtas-680	89	27	go	go	VERB
ajtas-680	89	28	–	–	PUNCT
ajtas-680	89	29	70	70	NUM
ajtas-680	89	30	(	(	PUNCT
ajtas-680	89	31	russia	russia	PROPN
ajtas-680	89	32	)	)	PUNCT
ajtas-680	89	33	0,77	0,77	NOUN
ajtas-680	90	1	4	4	NUM
ajtas-680	90	2	-	-	SYM
ajtas-680	90	3	5	5	NUM
ajtas-680	90	4	12	12	NUM
ajtas-680	90	5	-	-	SYM
ajtas-680	90	6	15	15	NUM
ajtas-680	90	7	250	250	NUM
ajtas-680	90	8	na2o	na2o	ADJ
ajtas-680	90	9	–	–	PUNCT
ajtas-680	90	10	0,08	0,08	NUM
ajtas-680	90	11	fe2o3	fe2o3	PROPN
ajtas-680	90	12	–	–	PUNCT
ajtas-680	90	13	0,08	0,08	NUM
ajtas-680	90	14	american	american	ADJ
ajtas-680	90	15	journal	journal	PROPN
ajtas-680	90	16	of	of	ADP
ajtas-680	90	17	technology	technology	NOUN
ajtas-680	90	18	and	and	CCONJ
ajtas-680	90	19	applied	apply	VERB
ajtas-680	90	20	sciences	science	NOUN
ajtas-680	90	21	39	39	NUM
ajtas-680	90	22	,	,	PUNCT
ajtas-680	90	23	august	august	PROPN
ajtas-680	90	24	2025	2025	NUM
ajtas-680	90	25	p	p	NOUN
ajtas-680	90	26	a	a	DET
ajtas-680	90	27	g	g	NOUN
ajtas-680	90	28	e	e	NOUN
ajtas-680	90	29	|	|	NOUN
ajtas-680	90	30	25	25	NUM
ajtas-680	90	31	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-680	90	32	the	the	DET
ajtas-680	90	33	data	datum	NOUN
ajtas-680	90	34	clearly	clearly	ADV
ajtas-680	90	35	show	show	VERB
ajtas-680	90	36	that	that	SCONJ
ajtas-680	90	37	the	the	DET
ajtas-680	90	38	acm	acm	PROPN
ajtas-680	90	39	and	and	CCONJ
ajtas-680	90	40	anms	anms	NOUN
ajtas-680	90	41	catalysts	catalyst	NOUN
ajtas-680	90	42	,	,	PUNCT
ajtas-680	90	43	as	as	ADV
ajtas-680	90	44	well	well	ADV
ajtas-680	90	45	as	as	ADP
ajtas-680	90	46	their	their	PRON
ajtas-680	90	47	laboratory	laboratory	NOUN
ajtas-680	90	48	similar	similar	ADJ
ajtas-680	90	49	samples	sample	NOUN
ajtas-680	90	50	(	(	PUNCT
ajtas-680	90	51	samples	sample	NOUN
ajtas-680	90	52	xam-2	xam-2	NUM
ajtas-680	90	53	and	and	CCONJ
ajtas-680	90	54	xam-3	xam-3	NUM
ajtas-680	90	55	)	)	PUNCT
ajtas-680	90	56	,	,	PUNCT
ajtas-680	90	57	exhibit	exhibit	VERB
ajtas-680	90	58	approximately	approximately	ADV
ajtas-680	90	59	the	the	DET
ajtas-680	90	60	same	same	ADJ
ajtas-680	90	61	performance	performance	NOUN
ajtas-680	90	62	in	in	ADP
ajtas-680	90	63	tests	test	NOUN
ajtas-680	90	64	both	both	CCONJ
ajtas-680	90	65	with	with	ADP
ajtas-680	90	66	and	and	CCONJ
ajtas-680	90	67	without	without	ADP
ajtas-680	90	68	preliminary	preliminary	ADJ
ajtas-680	90	69	sulfurization	sulfurization	NOUN
ajtas-680	90	70	using	use	VERB
ajtas-680	90	71	a	a	DET
ajtas-680	90	72	hydrogen	hydrogen	NOUN
ajtas-680	90	73	-	-	PUNCT
ajtas-680	90	74	hydrogen	hydrogen	NOUN
ajtas-680	90	75	sulfide	sulfide	NOUN
ajtas-680	90	76	gas	gas	NOUN
ajtas-680	90	77	mixture	mixture	NOUN
ajtas-680	90	78	.	.	PUNCT
ajtas-680	91	1	the	the	DET
ajtas-680	91	2	conversion	conversion	NOUN
ajtas-680	91	3	rate	rate	NOUN
ajtas-680	91	4	of	of	ADP
ajtas-680	91	5	thiophene	thiophene	NOUN
ajtas-680	91	6	on	on	ADP
ajtas-680	91	7	these	these	DET
ajtas-680	91	8	catalysts	catalyst	NOUN
ajtas-680	91	9	,	,	PUNCT
ajtas-680	91	10	with	with	ADP
ajtas-680	91	11	a	a	DET
ajtas-680	91	12	feed	feed	NOUN
ajtas-680	91	13	weight	weight	NOUN
ajtas-680	91	14	flow	flow	NOUN
ajtas-680	91	15	rate	rate	NOUN
ajtas-680	91	16	of	of	ADP
ajtas-680	91	17	2	2	NUM
ajtas-680	91	18	hour⁻¹	hour⁻¹	NOUN
ajtas-680	91	19	,	,	PUNCT
ajtas-680	91	20	was	be	AUX
ajtas-680	91	21	16.0	16.0	NUM
ajtas-680	91	22	-	-	SYM
ajtas-680	91	23	20.3	20.3	NUM
ajtas-680	91	24	%	%	NOUN
ajtas-680	91	25	and	and	CCONJ
ajtas-680	91	26	31.031.5	31.031.5	NUM
ajtas-680	91	27	%	%	NOUN
ajtas-680	91	28	,	,	PUNCT
ajtas-680	91	29	respectively	respectively	ADV
ajtas-680	91	30	.	.	PUNCT
ajtas-680	92	1	an	an	DET
ajtas-680	92	2	exception	exception	NOUN
ajtas-680	92	3	was	be	AUX
ajtas-680	92	4	the	the	DET
ajtas-680	92	5	go-70	go-70	PUNCT
ajtas-680	92	6	catalyst	catalyst	NOUN
ajtas-680	92	7	.	.	PUNCT
ajtas-680	93	1	regarding	regard	VERB
ajtas-680	93	2	this	this	DET
ajtas-680	93	3	catalyst	catalyst	NOUN
ajtas-680	93	4	,	,	PUNCT
ajtas-680	93	5	the	the	DET
ajtas-680	93	6	thiophene	thiophene	NOUN
ajtas-680	93	7	conversion	conversion	NOUN
ajtas-680	93	8	rate	rate	NOUN
ajtas-680	93	9	in	in	ADP
ajtas-680	93	10	tests	test	NOUN
ajtas-680	93	11	without	without	ADP
ajtas-680	93	12	preliminary	preliminary	ADJ
ajtas-680	93	13	sulfurization	sulfurization	NOUN
ajtas-680	93	14	was	be	AUX
ajtas-680	93	15	only	only	ADV
ajtas-680	93	16	slightly	slightly	ADV
ajtas-680	93	17	different	different	ADJ
ajtas-680	93	18	from	from	ADP
ajtas-680	93	19	that	that	PRON
ajtas-680	93	20	of	of	ADP
ajtas-680	93	21	the	the	DET
ajtas-680	93	22	acm	acm	PROPN
ajtas-680	93	23	,	,	PUNCT
ajtas-680	93	24	anm	anm	PROPN
ajtas-680	93	25	,	,	PUNCT
ajtas-680	93	26	and	and	CCONJ
ajtas-680	93	27	anms	anms	NOUN
ajtas-680	93	28	catalysts	catalyst	NOUN
ajtas-680	93	29	,	,	PUNCT
ajtas-680	93	30	at	at	ADP
ajtas-680	93	31	21.0	21.0	NUM
ajtas-680	93	32	%	%	NOUN
ajtas-680	93	33	.	.	PUNCT
ajtas-680	94	1	however	however	ADV
ajtas-680	94	2	,	,	PUNCT
ajtas-680	94	3	it	it	PRON
ajtas-680	94	4	increases	increase	VERB
ajtas-680	94	5	sharply	sharply	ADV
ajtas-680	94	6	to	to	ADP
ajtas-680	94	7	51.0	51.0	NUM
ajtas-680	94	8	%	%	NOUN
ajtas-680	94	9	when	when	SCONJ
ajtas-680	94	10	the	the	DET
ajtas-680	94	11	pre	pre	ADJ
ajtas-680	94	12	-	-	ADJ
ajtas-680	94	13	sulfurized	sulfurized	ADJ
ajtas-680	94	14	catalyst	catalyst	NOUN
ajtas-680	94	15	sample	sample	NOUN
ajtas-680	94	16	is	be	AUX
ajtas-680	94	17	tested	test	VERB
ajtas-680	94	18	,	,	PUNCT
ajtas-680	94	19	approaching	approach	VERB
ajtas-680	94	20	the	the	DET
ajtas-680	94	21	conversion	conversion	NOUN
ajtas-680	94	22	levels	level	NOUN
ajtas-680	94	23	seen	see	VERB
ajtas-680	94	24	in	in	ADP
ajtas-680	94	25	some	some	DET
ajtas-680	94	26	foreign	foreign	ADJ
ajtas-680	94	27	catalyst	catalyst	NOUN
ajtas-680	94	28	samples	sample	NOUN
ajtas-680	94	29	.	.	PUNCT
ajtas-680	95	1	the	the	DET
ajtas-680	95	2	catalyst	catalyst	NOUN
ajtas-680	95	3	samples	sample	NOUN
ajtas-680	95	4	from	from	ADP
ajtas-680	95	5	foreign	foreign	ADJ
ajtas-680	95	6	companies	company	NOUN
ajtas-680	95	7	are	be	AUX
ajtas-680	95	8	divided	divide	VERB
ajtas-680	95	9	into	into	ADP
ajtas-680	95	10	two	two	NUM
ajtas-680	95	11	groups	group	NOUN
ajtas-680	95	12	based	base	VERB
ajtas-680	95	13	on	on	ADP
ajtas-680	95	14	their	their	PRON
ajtas-680	95	15	performance	performance	NOUN
ajtas-680	95	16	.	.	PUNCT
ajtas-680	96	1	the	the	DET
ajtas-680	96	2	first	first	ADJ
ajtas-680	96	3	group	group	NOUN
ajtas-680	96	4	,	,	PUNCT
ajtas-680	96	5	with	with	ADP
ajtas-680	96	6	average	average	ADJ
ajtas-680	96	7	activity	activity	NOUN
ajtas-680	96	8	,	,	PUNCT
ajtas-680	96	9	includes	include	VERB
ajtas-680	96	10	catalysts	catalyst	NOUN
ajtas-680	96	11	from	from	ADP
ajtas-680	96	12	basf	basf	PROPN
ajtas-680	96	13	,	,	PUNCT
ajtas-680	96	14	harshaw	harshaw	PROPN
ajtas-680	96	15	,	,	PUNCT
ajtas-680	96	16	and	and	CCONJ
ajtas-680	96	17	nor-463	nor-463	ADJ
ajtas-680	96	18	,	,	PUNCT
ajtas-680	96	19	with	with	ADP
ajtas-680	96	20	thiophene	thiophene	NOUN
ajtas-680	96	21	conversion	conversion	NOUN
ajtas-680	96	22	rates	rate	NOUN
ajtas-680	96	23	ranging	range	VERB
ajtas-680	96	24	from	from	ADP
ajtas-680	96	25	29.0	29.0	NUM
ajtas-680	96	26	%	%	NOUN
ajtas-680	96	27	to	to	ADP
ajtas-680	96	28	39.0	39.0	NUM
ajtas-680	96	29	%	%	NOUN
ajtas-680	96	30	without	without	ADP
ajtas-680	96	31	preliminary	preliminary	ADJ
ajtas-680	96	32	sulfurization	sulfurization	NOUN
ajtas-680	96	33	and	and	CCONJ
ajtas-680	96	34	from	from	ADP
ajtas-680	96	35	37.4	37.4	NUM
ajtas-680	96	36	%	%	NOUN
ajtas-680	96	37	to	to	ADP
ajtas-680	96	38	42.0	42.0	NUM
ajtas-680	96	39	%	%	NOUN
ajtas-680	96	40	after	after	ADP
ajtas-680	96	41	sulfurization	sulfurization	NOUN
ajtas-680	96	42	.	.	PUNCT
ajtas-680	97	1	the	the	DET
ajtas-680	97	2	second	second	ADJ
ajtas-680	97	3	group	group	NOUN
ajtas-680	97	4	,	,	PUNCT
ajtas-680	97	5	consisting	consist	VERB
ajtas-680	97	6	of	of	ADP
ajtas-680	97	7	highly	highly	ADV
ajtas-680	97	8	active	active	ADJ
ajtas-680	97	9	catalysts	catalyst	NOUN
ajtas-680	97	10	,	,	PUNCT
ajtas-680	97	11	includes	include	VERB
ajtas-680	97	12	the	the	DET
ajtas-680	97	13	“	"	PUNCT
ajtas-680	97	14	union	union	NOUN
ajtas-680	97	15	oil	oil	NOUN
ajtas-680	97	16	”	"	PUNCT
ajtas-680	97	17	n-6797	n-6797	PROPN
ajtas-680	97	18	type	type	NOUN
ajtas-680	97	19	21	21	NUM
ajtas-680	97	20	,	,	PUNCT
ajtas-680	97	21	where	where	SCONJ
ajtas-680	97	22	the	the	DET
ajtas-680	97	23	thiophene	thiophene	NOUN
ajtas-680	97	24	conversion	conversion	NOUN
ajtas-680	97	25	rate	rate	NOUN
ajtas-680	97	26	without	without	ADP
ajtas-680	97	27	preliminary	preliminary	ADJ
ajtas-680	97	28	sulfurization	sulfurization	NOUN
ajtas-680	97	29	ranged	range	VERB
ajtas-680	97	30	from	from	ADP
ajtas-680	97	31	37.7	37.7	NUM
ajtas-680	97	32	%	%	NOUN
ajtas-680	97	33	to	to	ADP
ajtas-680	97	34	42.5	42.5	NUM
ajtas-680	97	35	%	%	NOUN
ajtas-680	97	36	,	,	PUNCT
ajtas-680	97	37	and	and	CCONJ
ajtas-680	97	38	after	after	ADP
ajtas-680	97	39	sulfurization	sulfurization	NOUN
ajtas-680	97	40	,	,	PUNCT
ajtas-680	97	41	it	it	PRON
ajtas-680	97	42	ranged	range	VERB
ajtas-680	97	43	from	from	ADP
ajtas-680	97	44	56.9	56.9	NUM
ajtas-680	97	45	%	%	NOUN
ajtas-680	97	46	to	to	ADP
ajtas-680	97	47	63.5	63.5	NUM
ajtas-680	97	48	%	%	NOUN
ajtas-680	97	49	.	.	PUNCT
ajtas-680	98	1	table	table	NOUN
ajtas-680	98	2	2	2	NUM
ajtas-680	98	3	.	.	PUNCT
ajtas-680	99	1	results	result	NOUN
ajtas-680	99	2	of	of	ADP
ajtas-680	99	3	comparative	comparative	ADJ
ajtas-680	99	4	tests	test	NOUN
ajtas-680	99	5	of	of	ADP
ajtas-680	99	6	industrial	industrial	ADJ
ajtas-680	99	7	hydrotreatment	hydrotreatment	NOUN
ajtas-680	99	8	catalysts	catalyst	NOUN
ajtas-680	99	9	№	№	ADP
ajtas-680	99	10	the	the	DET
ajtas-680	99	11	catalyst	catalyst	NOUN
ajtas-680	99	12	pretreatment	pretreatment	NOUN
ajtas-680	99	13	conditions	condition	NOUN
ajtas-680	99	14	of	of	ADP
ajtas-680	99	15	the	the	DET
ajtas-680	99	16	catalyst	catalyst	NOUN
ajtas-680	99	17	specific	specific	PROPN
ajtas-680	99	18	surface	surface	NOUN
ajtas-680	99	19	area	area	NOUN
ajtas-680	99	20	m2	m2	PROPN
ajtas-680	99	21	/	/	SYM
ajtas-680	99	22	g	g	PROPN
ajtas-680	99	23	catalyst	catalyst	NOUN
ajtas-680	99	24	activity	activity	NOUN
ajtas-680	99	25	,	,	PUNCT
ajtas-680	99	26	%	%	NOUN
ajtas-680	99	27	by	by	ADP
ajtas-680	99	28	weight	weight	NOUN
ajtas-680	99	29	.	.	PUNCT
ajtas-680	100	1	composition	composition	NOUN
ajtas-680	100	2	of	of	ADP
ajtas-680	100	3	coke	coke	NOUN
ajtas-680	100	4	deposits	deposit	NOUN
ajtas-680	100	5	piercing	pierce	VERB
ajtas-680	100	6	blackeni	blackeni	NOUN
ajtas-680	100	7	ng	ng	PROPN
ajtas-680	100	8	thiophe	thiophe	PROPN
ajtas-680	100	9	ne	ne	PROPN
ajtas-680	100	10	conversi	conversi	VERB
ajtas-680	100	11	on	on	ADP
ajtas-680	100	12	hydrogenatio	hydrogenatio	NOUN
ajtas-680	100	13	n	n	ADP
ajtas-680	100	14	splitting	split	VERB
ajtas-680	100	15	с	с	PROPN
ajtas-680	100	16	%	%	NOUN
ajtas-680	100	17	s	s	PART
ajtas-680	100	18	%	%	NOUN
ajtas-680	100	19	temperatu	temperatu	NOUN
ajtas-680	100	20	re	re	PROPN
ajtas-680	100	21	,	,	PUNCT
ajtas-680	100	22	ºc	ºc	PROPN
ajtas-680	100	23	time	time	NOUN
ajtas-680	100	24	,	,	PUNCT
ajtas-680	100	25	hour	hour	NOUN
ajtas-680	100	26	enviro	enviro	NOUN
ajtas-680	100	27	nment	nment	PROPN
ajtas-680	100	28	1	1	NUM
ajtas-680	100	29	al	al	PROPN
ajtas-680	100	30	-	-	PUNCT
ajtas-680	100	31	nimo	nimo	ADJ
ajtas-680	100	32	-	-	PUNCT
ajtas-680	100	33	si	si	NOUN
ajtas-680	100	34	blacken	blacken	NOUN
ajtas-680	100	35	ed	ed	PROPN
ajtas-680	100	36	242	242	NUM
ajtas-680	101	1	31,5	31,5	NUM
ajtas-680	101	2	0,127	0,127	NUM
ajtas-680	101	3	0,012	0,012	NUM
ajtas-680	101	4	0,42	0,42	NOUN
ajtas-680	101	5	0,28	0,28	NUM
ajtas-680	101	6	2	2	NUM
ajtas-680	101	7	al	al	PROPN
ajtas-680	101	8	-	-	PUNCT
ajtas-680	101	9	nimo	nimo	ADJ
ajtas-680	101	10	-	-	PUNCT
ajtas-680	101	11	si	si	NOUN
ajtas-680	101	12	242	242	NUM
ajtas-680	101	13	16,0	16,0	NUM
ajtas-680	101	14	0,108	0,108	NUM
ajtas-680	101	15	0,031	0,031	NUM
ajtas-680	101	16	0,87	0,87	NOUN
ajtas-680	101	17	1,41	1,41	NUM
ajtas-680	101	18	3	3	NUM
ajtas-680	101	19	al	al	PROPN
ajtas-680	101	20	-	-	PUNCT
ajtas-680	101	21	como	como	PROPN
ajtas-680	101	22	blacken	blacken	NOUN
ajtas-680	102	1	ed	ed	NOUN
ajtas-680	102	2	164	164	NUM
ajtas-680	102	3	31,0	31,0	NUM
ajtas-680	102	4	0,135	0,135	NUM
ajtas-680	102	5	0,020	0,020	NUM
ajtas-680	102	6	0,56	0,56	NOUN
ajtas-680	102	7	2,26	2,26	NUM
ajtas-680	102	8	4	4	NUM
ajtas-680	102	9	al	al	PROPN
ajtas-680	102	10	-	-	PUNCT
ajtas-680	102	11	como	como	NOUN
ajtas-680	102	12	164	164	NUM
ajtas-680	102	13	20,3	20,3	NUM
ajtas-680	102	14	0,145	0,145	NUM
ajtas-680	102	15	0,040	0,040	NUM
ajtas-680	102	16	0,53	0,53	NOUN
ajtas-680	102	17	2,07	2,07	NUM
ajtas-680	102	18	5	5	NUM
ajtas-680	102	19	go-70	go-70	NOUN
ajtas-680	102	20	580	580	NUM
ajtas-680	102	21	-	-	SYM
ajtas-680	102	22	590	590	NUM
ajtas-680	102	23	12	12	NUM
ajtas-680	102	24	blacken	blacken	NOUN
ajtas-680	102	25	ed	ed	NOUN
ajtas-680	102	26	250	250	NUM
ajtas-680	102	27	51,0	51,0	NUM
ajtas-680	102	28	0,232	0,232	NUM
ajtas-680	102	29	0,017	0,017	NUM
ajtas-680	102	30	0,74	0,74	NOUN
ajtas-680	102	31	3,80	3,80	NUM
ajtas-680	102	32	6	6	NUM
ajtas-680	102	33	go-70	go-70	NOUN
ajtas-680	102	34	580	580	NUM
ajtas-680	102	35	-	-	SYM
ajtas-680	102	36	590	590	NUM
ajtas-680	102	37	12	12	NUM
ajtas-680	102	38	250	250	NUM
ajtas-680	102	39	21,0	21,0	NUM
ajtas-680	102	40	0,136	0,136	NUM
ajtas-680	102	41	0,037	0,037	NUM
ajtas-680	102	42	7	7	NUM
ajtas-680	102	43	harshaw	harshaw	NOUN
ajtas-680	102	44	blacken	blacken	NOUN
ajtas-680	102	45	ed	ed	PROPN
ajtas-680	102	46	220	220	NUM
ajtas-680	102	47	42,0	42,0	NOUN
ajtas-680	102	48	0,205	0,205	NUM
ajtas-680	102	49	0,034	0,034	NUM
ajtas-680	102	50	0,27	0,27	NUM
ajtas-680	103	1	3,53	3,53	NUM
ajtas-680	103	2	8	8	NUM
ajtas-680	103	3	harshaw	harshaw	VERB
ajtas-680	103	4	220	220	NUM
ajtas-680	103	5	39,0	39,0	NUM
ajtas-680	103	6	0,176	0,176	NUM
ajtas-680	103	7	0,026	0,026	NUM
ajtas-680	103	8	0,76	0,76	NUM
ajtas-680	104	1	3,42	3,42	NUM
ajtas-680	104	2	9	9	NUM
ajtas-680	104	3	basf	basf	PROPN
ajtas-680	104	4	315	315	NUM
ajtas-680	104	5	29,0	29,0	NUM
ajtas-680	104	6	0,137	0,137	NUM
ajtas-680	105	1	0,013	0,013	NUM
ajtas-680	105	2	0,99	0,99	PROPN
ajtas-680	105	3	2,15	2,15	PROPN
ajtas-680	105	4	10	10	NUM
ajtas-680	105	5	nor463	nor463	PROPN
ajtas-680	105	6	blacken	blacken	NOUN
ajtas-680	105	7	ed	ed	PROPN
ajtas-680	105	8	192	192	NUM
ajtas-680	105	9	37,4	37,4	NUM
ajtas-680	105	10	0,147	0,147	NUM
ajtas-680	105	11	0,023	0,023	NUM
ajtas-680	105	12	11	11	NUM
ajtas-680	105	13	nor463	nor463	PROPN
ajtas-680	105	14	192	192	NUM
ajtas-680	105	15	36,0	36,0	NUM
ajtas-680	105	16	0,180	0,180	NUM
ajtas-680	105	17	0,018	0,018	NUM
ajtas-680	105	18	0,84	0,84	NUM
ajtas-680	105	19	1,74	1,74	NUM
ajtas-680	105	20	12	12	NUM
ajtas-680	105	21	н-6797	н-6797	PROPN
ajtas-680	105	22	№	№	NUM
ajtas-680	105	23	21	21	NUM
ajtas-680	105	24	blacken	blacken	VERB
ajtas-680	106	1	ed	ed	NOUN
ajtas-680	106	2	187	187	NUM
ajtas-680	106	3	63,5	63,5	NUM
ajtas-680	106	4	0,272	0,272	NUM
ajtas-680	106	5	0,022	0,022	NUM
ajtas-680	106	6	1,08	1,08	NUM
ajtas-680	106	7	3,01	3,01	NUM
ajtas-680	106	8	13	13	NUM
ajtas-680	107	1	н-6797	н-6797	PROPN
ajtas-680	107	2	№	№	NUM
ajtas-680	107	3	21	21	NUM
ajtas-680	107	4	187	187	NUM
ajtas-680	107	5	40,3	40,3	NUM
ajtas-680	107	6	0,185	0,185	NUM
ajtas-680	107	7	0,017	0,017	NUM
ajtas-680	107	8	1,68	1,68	NUM
ajtas-680	107	9	0,84	0,84	NUM
ajtas-680	107	10	14	14	NUM
ajtas-680	107	11	хам-2	хам-2	NUM
ajtas-680	107	12	620	620	NUM
ajtas-680	107	13	10	10	NUM
ajtas-680	107	14	air	air	NOUN
ajtas-680	107	15	blacken	blacken	NOUN
ajtas-680	107	16	ed	ed	NOUN
ajtas-680	107	17	234	234	NUM
ajtas-680	107	18	24,0	24,0	NUM
ajtas-680	107	19	0,124	0,124	NUM
ajtas-680	107	20	0,030	0,030	NUM
ajtas-680	107	21	1,59	1,59	NUM
ajtas-680	107	22	1,56	1,56	NUM
ajtas-680	107	23	15	15	NUM
ajtas-680	107	24	хам-2	хам-2	NUM
ajtas-680	107	25	620	620	NUM
ajtas-680	107	26	10	10	NUM
ajtas-680	107	27	234	234	NUM
ajtas-680	107	28	16,4	16,4	NUM
ajtas-680	107	29	0,098	0,098	NUM
ajtas-680	107	30	0,029	0,029	NUM
ajtas-680	107	31	0,88	0,88	NOUN
ajtas-680	107	32	1,60	1,60	NUM
ajtas-680	107	33	16	16	NUM
ajtas-680	107	34	хам-3	хам-3	NUM
ajtas-680	107	35	620	620	NUM
ajtas-680	107	36	10	10	NUM
ajtas-680	107	37	air	air	NOUN
ajtas-680	107	38	213	213	NUM
ajtas-680	107	39	16,2	16,2	NUM
ajtas-680	107	40	0,141	0,141	NUM
ajtas-680	107	41	0,028	0,028	NUM
ajtas-680	107	42	1,57	1,57	NUM
ajtas-680	107	43	2,13	2,13	NUM
ajtas-680	107	44	american	american	ADJ
ajtas-680	107	45	journal	journal	NOUN
ajtas-680	107	46	of	of	ADP
ajtas-680	107	47	technology	technology	NOUN
ajtas-680	107	48	and	and	CCONJ
ajtas-680	107	49	applied	apply	VERB
ajtas-680	107	50	sciences	science	NOUN
ajtas-680	107	51	39	39	NUM
ajtas-680	107	52	,	,	PUNCT
ajtas-680	107	53	august	august	PROPN
ajtas-680	107	54	2025	2025	NUM
ajtas-680	107	55	p	p	NOUN
ajtas-680	107	56	a	a	DET
ajtas-680	107	57	g	g	NOUN
ajtas-680	107	58	e	e	NOUN
ajtas-680	108	1	|	|	ADV
ajtas-680	108	2	26	26	NUM
ajtas-680	108	3	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-680	109	1	it	it	PRON
ajtas-680	109	2	is	be	AUX
ajtas-680	109	3	noteworthy	noteworthy	ADJ
ajtas-680	109	4	that	that	SCONJ
ajtas-680	109	5	different	different	ADJ
ajtas-680	109	6	catalysts	catalyst	NOUN
ajtas-680	109	7	react	react	VERB
ajtas-680	109	8	differently	differently	ADV
ajtas-680	109	9	to	to	ADP
ajtas-680	109	10	preliminary	preliminary	ADJ
ajtas-680	109	11	sulfurization	sulfurization	NOUN
ajtas-680	109	12	with	with	ADP
ajtas-680	109	13	a	a	DET
ajtas-680	109	14	hydrogensulfur	hydrogensulfur	NOUN
ajtas-680	109	15	hydrogen	hydrogen	NOUN
ajtas-680	109	16	mixture	mixture	NOUN
ajtas-680	109	17	.	.	PUNCT
ajtas-680	110	1	the	the	DET
ajtas-680	110	2	acm	acm	PROPN
ajtas-680	110	3	and	and	CCONJ
ajtas-680	110	4	anms	anms	NOUN
ajtas-680	110	5	catalysts	catalyst	NOUN
ajtas-680	110	6	increase	increase	VERB
ajtas-680	110	7	their	their	PRON
ajtas-680	110	8	activity	activity	NOUN
ajtas-680	110	9	by	by	ADP
ajtas-680	110	10	1.5	1.5	NUM
ajtas-680	110	11	to	to	PART
ajtas-680	110	12	2	2	NUM
ajtas-680	110	13	times	time	NOUN
ajtas-680	110	14	after	after	ADP
ajtas-680	110	15	preliminary	preliminary	ADJ
ajtas-680	110	16	sulfurization	sulfurization	NOUN
ajtas-680	110	17	,	,	PUNCT
ajtas-680	110	18	while	while	SCONJ
ajtas-680	110	19	the	the	PRON
ajtas-680	110	20	go-70	go-70	PUNCT
ajtas-680	110	21	increases	increase	VERB
ajtas-680	110	22	its	its	PRON
ajtas-680	110	23	activity	activity	NOUN
ajtas-680	110	24	by	by	ADP
ajtas-680	110	25	2.5	2.5	NUM
ajtas-680	110	26	times	time	NOUN
ajtas-680	110	27	.	.	PUNCT
ajtas-680	111	1	the	the	DET
ajtas-680	111	2	“	"	PUNCT
ajtas-680	111	3	harshaw	harshaw	PROPN
ajtas-680	111	4	”	"	PUNCT
ajtas-680	111	5	and	and	CCONJ
ajtas-680	111	6	nor-463	nor-463	ADJ
ajtas-680	111	7	catalysts	catalyst	NOUN
ajtas-680	111	8	show	show	VERB
ajtas-680	111	9	little	little	ADJ
ajtas-680	111	10	change	change	NOUN
ajtas-680	111	11	in	in	ADP
ajtas-680	111	12	activity	activity	NOUN
ajtas-680	111	13	after	after	ADP
ajtas-680	111	14	preliminary	preliminary	ADJ
ajtas-680	111	15	sulfurization	sulfurization	NOUN
ajtas-680	111	16	,	,	PUNCT
ajtas-680	111	17	whereas	whereas	SCONJ
ajtas-680	111	18	the	the	DET
ajtas-680	111	19	“	"	PUNCT
ajtas-680	111	20	union	union	NOUN
ajtas-680	111	21	oil	oil	NOUN
ajtas-680	111	22	”	"	PUNCT
ajtas-680	111	23	n-6797	n-6797	PROPN
ajtas-680	111	24	type	type	NOUN
ajtas-680	111	25	21	21	NUM
ajtas-680	111	26	catalysts	catalyst	NOUN
ajtas-680	111	27	increased	increase	VERB
ajtas-680	111	28	their	their	PRON
ajtas-680	111	29	activity	activity	NOUN
ajtas-680	111	30	by	by	ADP
ajtas-680	111	31	approximately	approximately	ADV
ajtas-680	111	32	50	50	NUM
ajtas-680	111	33	%	%	NOUN
ajtas-680	111	34	after	after	ADP
ajtas-680	111	35	sulfurization	sulfurization	NOUN
ajtas-680	111	36	.	.	PUNCT
ajtas-680	112	1	the	the	DET
ajtas-680	112	2	reasons	reason	NOUN
ajtas-680	112	3	for	for	ADP
ajtas-680	112	4	the	the	DET
ajtas-680	112	5	different	different	ADJ
ajtas-680	112	6	responses	response	NOUN
ajtas-680	112	7	of	of	ADP
ajtas-680	112	8	the	the	DET
ajtas-680	112	9	catalysts	catalyst	NOUN
ajtas-680	112	10	to	to	ADP
ajtas-680	112	11	preliminary	preliminary	ADJ
ajtas-680	112	12	sulfurization	sulfurization	NOUN
ajtas-680	112	13	,	,	PUNCT
ajtas-680	112	14	despite	despite	SCONJ
ajtas-680	112	15	similar	similar	ADJ
ajtas-680	112	16	component	component	NOUN
ajtas-680	112	17	compositions	composition	NOUN
ajtas-680	112	18	and	and	CCONJ
ajtas-680	112	19	total	total	ADJ
ajtas-680	112	20	active	active	ADJ
ajtas-680	112	21	component	component	NOUN
ajtas-680	112	22	content	content	NOUN
ajtas-680	112	23	(	(	PUNCT
ajtas-680	112	24	table	table	NOUN
ajtas-680	112	25	1	1	NUM
ajtas-680	112	26	)	)	PUNCT
ajtas-680	112	27	,	,	PUNCT
ajtas-680	112	28	may	may	AUX
ajtas-680	112	29	be	be	AUX
ajtas-680	112	30	related	relate	VERB
ajtas-680	112	31	to	to	ADP
ajtas-680	112	32	differences	difference	NOUN
ajtas-680	112	33	in	in	ADP
ajtas-680	112	34	the	the	DET
ajtas-680	112	35	phase	phase	NOUN
ajtas-680	112	36	composition	composition	NOUN
ajtas-680	112	37	of	of	ADP
ajtas-680	112	38	the	the	DET
ajtas-680	112	39	catalysts	catalyst	NOUN
ajtas-680	112	40	,	,	PUNCT
ajtas-680	112	41	which	which	PRON
ajtas-680	112	42	include	include	VERB
ajtas-680	112	43	the	the	DET
ajtas-680	112	44	active	active	ADJ
ajtas-680	112	45	components	component	NOUN
ajtas-680	112	46	and	and	CCONJ
ajtas-680	112	47	the	the	DET
ajtas-680	112	48	alumina	alumina	NOUN
ajtas-680	112	49	support	support	NOUN
ajtas-680	112	50	,	,	PUNCT
ajtas-680	112	51	as	as	ADV
ajtas-680	112	52	well	well	ADV
ajtas-680	112	53	as	as	ADP
ajtas-680	112	54	the	the	DET
ajtas-680	112	55	varying	vary	VERB
ajtas-680	112	56	reactivity	reactivity	NOUN
ajtas-680	112	57	of	of	ADP
ajtas-680	112	58	the	the	DET
ajtas-680	112	59	phases	phase	NOUN
ajtas-680	112	60	that	that	PRON
ajtas-680	112	61	make	make	VERB
ajtas-680	112	62	up	up	ADP
ajtas-680	112	63	the	the	DET
ajtas-680	112	64	catalytic	catalytic	ADJ
ajtas-680	112	65	composition	composition	NOUN
ajtas-680	112	66	.	.	PUNCT
ajtas-680	113	1	as	as	SCONJ
ajtas-680	113	2	demonstrated	demonstrate	VERB
ajtas-680	113	3	by	by	ADP
ajtas-680	113	4	the	the	DET
ajtas-680	113	5	derivatographic	derivatographic	ADJ
ajtas-680	113	6	studies	study	NOUN
ajtas-680	113	7	[	[	X
ajtas-680	113	8	5	5	NUM
ajtas-680	113	9	]	]	PUNCT
ajtas-680	113	10	and	and	CCONJ
ajtas-680	113	11	further	far	ADV
ajtas-680	113	12	supported	support	VERB
ajtas-680	113	13	by	by	ADP
ajtas-680	113	14	the	the	DET
ajtas-680	113	15	data	datum	NOUN
ajtas-680	113	16	discussed	discuss	VERB
ajtas-680	113	17	below	below	ADV
ajtas-680	113	18	,	,	PUNCT
ajtas-680	113	19	this	this	PRON
ajtas-680	113	20	is	be	AUX
ajtas-680	113	21	primarily	primarily	ADV
ajtas-680	113	22	a	a	DET
ajtas-680	113	23	result	result	NOUN
ajtas-680	113	24	of	of	ADP
ajtas-680	113	25	using	use	VERB
ajtas-680	113	26	different	different	ADJ
ajtas-680	113	27	methods	method	NOUN
ajtas-680	113	28	of	of	ADP
ajtas-680	113	29	synthesis	synthesis	NOUN
ajtas-680	113	30	and	and	CCONJ
ajtas-680	113	31	thermal	thermal	ADJ
ajtas-680	113	32	activation	activation	NOUN
ajtas-680	113	33	for	for	ADP
ajtas-680	113	34	the	the	DET
ajtas-680	113	35	examined	examine	VERB
ajtas-680	113	36	catalysts	catalyst	NOUN
ajtas-680	113	37	.	.	PUNCT
ajtas-680	114	1	the	the	DET
ajtas-680	114	2	experimental	experimental	ADJ
ajtas-680	114	3	data	datum	NOUN
ajtas-680	114	4	indicate	indicate	VERB
ajtas-680	114	5	that	that	SCONJ
ajtas-680	114	6	the	the	DET
ajtas-680	114	7	activity	activity	NOUN
ajtas-680	114	8	of	of	ADP
ajtas-680	114	9	the	the	DET
ajtas-680	114	10	industrial	industrial	ADJ
ajtas-680	114	11	hydrofining	hydrofine	VERB
ajtas-680	114	12	catalysts	catalyst	NOUN
ajtas-680	114	13	,	,	PUNCT
ajtas-680	114	14	acm	acm	NOUN
ajtas-680	114	15	and	and	CCONJ
ajtas-680	114	16	anms	anms	NOUN
ajtas-680	114	17	,	,	PUNCT
ajtas-680	114	18	is	be	AUX
ajtas-680	114	19	approximately	approximately	ADV
ajtas-680	114	20	twice	twice	ADV
ajtas-680	114	21	lower	low	ADJ
ajtas-680	114	22	than	than	ADP
ajtas-680	114	23	the	the	DET
ajtas-680	114	24	activity	activity	NOUN
ajtas-680	114	25	of	of	ADP
ajtas-680	114	26	the	the	DET
ajtas-680	114	27	best	good	ADJ
ajtas-680	114	28	foreign	foreign	ADJ
ajtas-680	114	29	samples	sample	NOUN
ajtas-680	114	30	tested	test	VERB
ajtas-680	114	31	,	,	PUNCT
ajtas-680	114	32	both	both	CCONJ
ajtas-680	114	33	when	when	SCONJ
ajtas-680	114	34	tested	test	VERB
ajtas-680	114	35	without	without	ADP
ajtas-680	114	36	prior	prior	ADJ
ajtas-680	114	37	sulfidation	sulfidation	NOUN
ajtas-680	114	38	with	with	ADP
ajtas-680	114	39	hydrogen	hydrogen	NOUN
ajtas-680	114	40	sulfide	sulfide	NOUN
ajtas-680	114	41	and	and	CCONJ
ajtas-680	114	42	after	after	ADP
ajtas-680	114	43	sulfidation	sulfidation	NOUN
ajtas-680	114	44	in	in	ADP
ajtas-680	114	45	the	the	DET
ajtas-680	114	46	thiophene	thiophene	NOUN
ajtas-680	114	47	hydrogenolysis	hydrogenolysis	NOUN
ajtas-680	114	48	reaction	reaction	NOUN
ajtas-680	114	49	.	.	PUNCT
ajtas-680	115	1	conclusions	conclusion	NOUN
ajtas-680	115	2	the	the	DET
ajtas-680	115	3	findings	finding	NOUN
ajtas-680	115	4	of	of	ADP
ajtas-680	115	5	this	this	DET
ajtas-680	115	6	study	study	NOUN
ajtas-680	115	7	underline	underline	VERB
ajtas-680	115	8	the	the	DET
ajtas-680	115	9	significant	significant	ADJ
ajtas-680	115	10	impact	impact	NOUN
ajtas-680	115	11	of	of	ADP
ajtas-680	115	12	catalyst	catalyst	NOUN
ajtas-680	115	13	composition	composition	NOUN
ajtas-680	115	14	,	,	PUNCT
ajtas-680	115	15	activation	activation	NOUN
ajtas-680	115	16	methods	method	NOUN
ajtas-680	115	17	,	,	PUNCT
ajtas-680	115	18	and	and	CCONJ
ajtas-680	115	19	sulfurization	sulfurization	NOUN
ajtas-680	115	20	processes	process	NOUN
ajtas-680	115	21	on	on	ADP
ajtas-680	115	22	the	the	DET
ajtas-680	115	23	efficiency	efficiency	NOUN
ajtas-680	115	24	of	of	ADP
ajtas-680	115	25	hydrodesulfurization	hydrodesulfurization	NOUN
ajtas-680	115	26	reactions	reaction	NOUN
ajtas-680	115	27	.	.	PUNCT
ajtas-680	116	1	the	the	DET
ajtas-680	116	2	comparison	comparison	NOUN
ajtas-680	116	3	of	of	ADP
ajtas-680	116	4	various	various	ADJ
ajtas-680	116	5	catalyst	catalyst	NOUN
ajtas-680	116	6	samples	sample	NOUN
ajtas-680	116	7	,	,	PUNCT
ajtas-680	116	8	both	both	CCONJ
ajtas-680	116	9	domestic	domestic	ADJ
ajtas-680	116	10	and	and	CCONJ
ajtas-680	116	11	international	international	ADJ
ajtas-680	116	12	,	,	PUNCT
ajtas-680	116	13	reveals	reveal	VERB
ajtas-680	116	14	that	that	SCONJ
ajtas-680	116	15	catalysts	catalyst	NOUN
ajtas-680	116	16	with	with	ADP
ajtas-680	116	17	proper	proper	ADJ
ajtas-680	116	18	activation	activation	NOUN
ajtas-680	116	19	and	and	CCONJ
ajtas-680	116	20	sulfurization	sulfurization	NOUN
ajtas-680	116	21	treatments	treatment	NOUN
ajtas-680	116	22	exhibit	exhibit	VERB
ajtas-680	116	23	superior	superior	ADJ
ajtas-680	116	24	performance	performance	NOUN
ajtas-680	116	25	in	in	ADP
ajtas-680	116	26	reducing	reduce	VERB
ajtas-680	116	27	sulfur	sulfur	NOUN
ajtas-680	116	28	content	content	NOUN
ajtas-680	116	29	in	in	ADP
ajtas-680	116	30	petroleum	petroleum	NOUN
ajtas-680	116	31	fractions	fraction	NOUN
ajtas-680	116	32	.	.	PUNCT
ajtas-680	117	1	specifically	specifically	ADV
ajtas-680	117	2	,	,	PUNCT
ajtas-680	117	3	catalysts	catalyst	VERB
ajtas-680	117	4	that	that	SCONJ
ajtas-680	117	5	underwent	undergo	VERB
ajtas-680	117	6	preliminary	preliminary	ADJ
ajtas-680	117	7	sulfurization	sulfurization	NOUN
ajtas-680	117	8	showed	show	VERB
ajtas-680	117	9	enhanced	enhanced	ADJ
ajtas-680	117	10	performance	performance	NOUN
ajtas-680	117	11	,	,	PUNCT
ajtas-680	117	12	with	with	ADP
ajtas-680	117	13	some	some	DET
ajtas-680	117	14	foreign	foreign	ADJ
ajtas-680	117	15	samples	sample	NOUN
ajtas-680	117	16	demonstrating	demonstrate	VERB
ajtas-680	117	17	significantly	significantly	ADV
ajtas-680	117	18	higher	high	ADJ
ajtas-680	117	19	conversion	conversion	NOUN
ajtas-680	117	20	rates	rate	NOUN
ajtas-680	117	21	compared	compare	VERB
ajtas-680	117	22	to	to	ADP
ajtas-680	117	23	domestic	domestic	ADJ
ajtas-680	117	24	ones	one	NOUN
ajtas-680	117	25	.	.	PUNCT
ajtas-680	118	1	the	the	DET
ajtas-680	118	2	results	result	NOUN
ajtas-680	118	3	suggest	suggest	VERB
ajtas-680	118	4	that	that	SCONJ
ajtas-680	118	5	while	while	SCONJ
ajtas-680	118	6	domestic	domestic	ADJ
ajtas-680	118	7	catalysts	catalyst	NOUN
ajtas-680	118	8	,	,	PUNCT
ajtas-680	118	9	such	such	ADJ
ajtas-680	118	10	as	as	ADP
ajtas-680	118	11	akm	akm	PROPN
ajtas-680	118	12	and	and	CCONJ
ajtas-680	118	13	anms	anms	NOUN
ajtas-680	118	14	,	,	PUNCT
ajtas-680	118	15	perform	perform	VERB
ajtas-680	118	16	well	well	ADV
ajtas-680	118	17	under	under	ADP
ajtas-680	118	18	certain	certain	ADJ
ajtas-680	118	19	conditions	condition	NOUN
ajtas-680	118	20	,	,	PUNCT
ajtas-680	118	21	they	they	PRON
ajtas-680	118	22	generally	generally	ADV
ajtas-680	118	23	lag	lag	VERB
ajtas-680	118	24	behind	behind	ADV
ajtas-680	118	25	in	in	ADP
ajtas-680	118	26	performance	performance	NOUN
ajtas-680	118	27	characteristics	characteristic	NOUN
ajtas-680	118	28	when	when	SCONJ
ajtas-680	118	29	compared	compare	VERB
ajtas-680	118	30	to	to	ADP
ajtas-680	118	31	the	the	DET
ajtas-680	118	32	bestperforming	bestperforme	VERB
ajtas-680	118	33	foreign	foreign	ADJ
ajtas-680	118	34	catalysts	catalyst	NOUN
ajtas-680	118	35	.	.	PUNCT
ajtas-680	119	1	however	however	ADV
ajtas-680	119	2	,	,	PUNCT
ajtas-680	119	3	the	the	DET
ajtas-680	119	4	right	right	ADJ
ajtas-680	119	5	selection	selection	NOUN
ajtas-680	119	6	of	of	ADP
ajtas-680	119	7	synthesis	synthesis	NOUN
ajtas-680	119	8	and	and	CCONJ
ajtas-680	119	9	activation	activation	NOUN
ajtas-680	119	10	methods	method	NOUN
ajtas-680	119	11	can	can	AUX
ajtas-680	119	12	potentially	potentially	ADV
ajtas-680	119	13	improve	improve	VERB
ajtas-680	119	14	the	the	DET
ajtas-680	119	15	efficiency	efficiency	NOUN
ajtas-680	119	16	of	of	ADP
ajtas-680	119	17	domestic	domestic	ADJ
ajtas-680	119	18	catalyst	catalyst	NOUN
ajtas-680	119	19	systems	system	NOUN
ajtas-680	119	20	.	.	PUNCT
ajtas-680	120	1	further	further	ADJ
ajtas-680	120	2	research	research	NOUN
ajtas-680	120	3	into	into	ADP
ajtas-680	120	4	optimizing	optimize	VERB
ajtas-680	120	5	these	these	DET
ajtas-680	120	6	processes	process	NOUN
ajtas-680	120	7	could	could	AUX
ajtas-680	120	8	lead	lead	VERB
ajtas-680	120	9	to	to	ADP
ajtas-680	120	10	the	the	DET
ajtas-680	120	11	development	development	NOUN
ajtas-680	120	12	of	of	ADP
ajtas-680	120	13	more	more	ADV
ajtas-680	120	14	effective	effective	ADJ
ajtas-680	120	15	catalysts	catalyst	NOUN
ajtas-680	120	16	for	for	ADP
ajtas-680	120	17	environmentally	environmentally	ADV
ajtas-680	120	18	friendly	friendly	ADJ
ajtas-680	120	19	and	and	CCONJ
ajtas-680	120	20	economically	economically	ADV
ajtas-680	120	21	viable	viable	ADJ
ajtas-680	120	22	refining	refining	NOUN
ajtas-680	120	23	practices	practice	NOUN
ajtas-680	120	24	.	.	PUNCT
ajtas-680	121	1	in	in	ADP
ajtas-680	121	2	conclusion	conclusion	NOUN
ajtas-680	121	3	,	,	PUNCT
ajtas-680	121	4	the	the	DET
ajtas-680	121	5	study	study	NOUN
ajtas-680	121	6	emphasizes	emphasize	VERB
ajtas-680	121	7	the	the	DET
ajtas-680	121	8	importance	importance	NOUN
ajtas-680	121	9	of	of	ADP
ajtas-680	121	10	continuous	continuous	ADJ
ajtas-680	121	11	innovation	innovation	NOUN
ajtas-680	121	12	in	in	ADP
ajtas-680	121	13	catalyst	catalyst	NOUN
ajtas-680	121	14	design	design	NOUN
ajtas-680	121	15	and	and	CCONJ
ajtas-680	121	16	activation	activation	NOUN
ajtas-680	121	17	,	,	PUNCT
ajtas-680	121	18	with	with	ADP
ajtas-680	121	19	a	a	DET
ajtas-680	121	20	focus	focus	NOUN
ajtas-680	121	21	on	on	ADP
ajtas-680	121	22	improving	improve	VERB
ajtas-680	121	23	the	the	DET
ajtas-680	121	24	environmental	environmental	ADJ
ajtas-680	121	25	and	and	CCONJ
ajtas-680	121	26	economic	economic	ADJ
ajtas-680	121	27	aspects	aspect	NOUN
ajtas-680	121	28	of	of	ADP
ajtas-680	121	29	hydrodesulfurization	hydrodesulfurization	NOUN
ajtas-680	121	30	technology	technology	NOUN
ajtas-680	121	31	.	.	PUNCT
ajtas-680	122	1	the	the	DET
ajtas-680	122	2	insights	insight	NOUN
ajtas-680	122	3	gained	gain	VERB
ajtas-680	122	4	from	from	ADP
ajtas-680	122	5	this	this	DET
ajtas-680	122	6	research	research	NOUN
ajtas-680	122	7	can	can	AUX
ajtas-680	122	8	serve	serve	VERB
ajtas-680	122	9	as	as	ADP
ajtas-680	122	10	a	a	DET
ajtas-680	122	11	foundation	foundation	NOUN
ajtas-680	122	12	for	for	ADP
ajtas-680	122	13	future	future	ADJ
ajtas-680	122	14	advancements	advancement	NOUN
ajtas-680	122	15	in	in	ADP
ajtas-680	122	16	catalyst	catalyst	NOUN
ajtas-680	122	17	development	development	NOUN
ajtas-680	122	18	and	and	CCONJ
ajtas-680	122	19	refinery	refinery	NOUN
ajtas-680	122	20	optimization	optimization	NOUN
ajtas-680	122	21	.	.	PUNCT
ajtas-680	123	1	references	reference	NOUN
ajtas-680	123	2	1	1	NUM
ajtas-680	123	3	.	.	PUNCT
ajtas-680	123	4	a.	a.	PROPN
ajtas-680	123	5	achour	achour	PROPN
ajtas-680	123	6	,	,	PUNCT
ajtas-680	123	7	d.	d.	PROPN
ajtas-680	123	8	castello	castello	PROPN
ajtas-680	123	9	,	,	PUNCT
ajtas-680	123	10	m.	m.	NOUN
ajtas-680	123	11	s.	s.	PROPN
ajtas-680	123	12	haider	haider	PROPN
ajtas-680	123	13	,	,	PUNCT
ajtas-680	123	14	and	and	CCONJ
ajtas-680	123	15	l.	l.	PROPN
ajtas-680	123	16	a.	a.	PROPN
ajtas-680	123	17	rosendahl	rosendahl	PROPN
ajtas-680	123	18	,	,	PUNCT
ajtas-680	123	19	“	"	PUNCT
ajtas-680	123	20	lab	lab	NOUN
ajtas-680	123	21	-	-	PUNCT
ajtas-680	123	22	scale	scale	NOUN
ajtas-680	123	23	catalytic	catalytic	ADJ
ajtas-680	123	24	hydrotreating	hydrotreating	NOUN
ajtas-680	123	25	of	of	ADP
ajtas-680	123	26	hydrothermal	hydrothermal	ADJ
ajtas-680	123	27	biocrude	biocrude	NOUN
ajtas-680	123	28	:	:	PUNCT
ajtas-680	123	29	effects	effect	NOUN
ajtas-680	123	30	of	of	ADP
ajtas-680	123	31	temperature	temperature	NOUN
ajtas-680	123	32	and	and	CCONJ
ajtas-680	123	33	space	space	NOUN
ajtas-680	123	34	velocity	velocity	NOUN
ajtas-680	123	35	on	on	ADP
ajtas-680	123	36	fuel	fuel	NOUN
ajtas-680	123	37	upgrading	upgrading	NOUN
ajtas-680	123	38	and	and	CCONJ
ajtas-680	123	39	catalyst	catalyst	NOUN
ajtas-680	123	40	performance	performance	NOUN
ajtas-680	123	41	,	,	PUNCT
ajtas-680	123	42	”	"	PUNCT
ajtas-680	123	43	chemical	chemical	NOUN
ajtas-680	123	44	engineering	engineering	NOUN
ajtas-680	123	45	journal	journal	NOUN
ajtas-680	123	46	,	,	PUNCT
ajtas-680	123	47	p.	p.	NOUN
ajtas-680	123	48	166233	166233	NUM
ajtas-680	123	49	,	,	PUNCT
ajtas-680	123	50	2025	2025	NUM
ajtas-680	123	51	,	,	PUNCT
ajtas-680	123	52	doi	doi	NOUN
ajtas-680	123	53	:	:	PUNCT
ajtas-680	123	54	https://doi.org/10.1016/j.cej.2025.166233	https://doi.org/10.1016/j.cej.2025.166233	PROPN
ajtas-680	123	55	.	.	PUNCT
ajtas-680	124	1	american	american	PROPN
ajtas-680	124	2	journal	journal	PROPN
ajtas-680	124	3	of	of	ADP
ajtas-680	124	4	technology	technology	NOUN
ajtas-680	124	5	and	and	CCONJ
ajtas-680	124	6	applied	apply	VERB
ajtas-680	124	7	sciences	science	NOUN
ajtas-680	124	8	39	39	NUM
ajtas-680	124	9	,	,	PUNCT
ajtas-680	124	10	august	august	PROPN
ajtas-680	124	11	2025	2025	NUM
ajtas-680	124	12	p	p	NOUN
ajtas-680	124	13	a	a	DET
ajtas-680	124	14	g	g	NOUN
ajtas-680	124	15	e	e	NOUN
ajtas-680	124	16	|	|	ADV
ajtas-680	124	17	27	27	NUM
ajtas-680	124	18	www.americanjournal.org	www.americanjournal.org	NOUN
ajtas-680	124	19	2	2	NUM
ajtas-680	124	20	.	.	PUNCT
ajtas-680	124	21	f.	f.	PROPN
ajtas-680	124	22	j.	j.	PROPN
ajtas-680	124	23	morales	morales	PROPN
ajtas-680	124	24	–	–	PUNCT
ajtas-680	124	25	leal	leal	ADJ
ajtas-680	124	26	,	,	PUNCT
ajtas-680	124	27	j.	j.	PROPN
ajtas-680	124	28	ancheyta	ancheyta	PROPN
ajtas-680	124	29	,	,	PUNCT
ajtas-680	124	30	p.	p.	NOUN
ajtas-680	124	31	torres	torre	NOUN
ajtas-680	124	32	–	–	PUNCT
ajtas-680	124	33	mancera	mancera	NOUN
ajtas-680	124	34	,	,	PUNCT
ajtas-680	124	35	and	and	CCONJ
ajtas-680	124	36	f.	f.	PROPN
ajtas-680	124	37	alonso	alonso	PROPN
ajtas-680	124	38	,	,	PUNCT
ajtas-680	124	39	“	"	PUNCT
ajtas-680	124	40	experimental	experimental	ADJ
ajtas-680	124	41	methodologies	methodology	NOUN
ajtas-680	124	42	to	to	PART
ajtas-680	124	43	perform	perform	VERB
ajtas-680	124	44	accelerated	accelerated	ADJ
ajtas-680	124	45	deactivation	deactivation	NOUN
ajtas-680	124	46	studies	study	NOUN
ajtas-680	124	47	of	of	ADP
ajtas-680	124	48	hydrotreating	hydrotreate	VERB
ajtas-680	124	49	catalysts	catalyst	NOUN
ajtas-680	124	50	,	,	PUNCT
ajtas-680	124	51	”	"	PUNCT
ajtas-680	124	52	fuel	fuel	NOUN
ajtas-680	124	53	,	,	PUNCT
ajtas-680	124	54	vol	vol	NOUN
ajtas-680	124	55	.	.	PUNCT
ajtas-680	124	56	332	332	NUM
ajtas-680	124	57	,	,	PUNCT
ajtas-680	124	58	p.	p.	NOUN
ajtas-680	124	59	126074	126074	NUM
ajtas-680	124	60	,	,	PUNCT
ajtas-680	124	61	2023	2023	NUM
ajtas-680	124	62	,	,	PUNCT
ajtas-680	124	63	doi	doi	NOUN
ajtas-680	124	64	:	:	PUNCT
ajtas-680	124	65	https://doi.org/10.1016/j.fuel.2022.126074	https://doi.org/10.1016/j.fuel.2022.126074	PROPN
ajtas-680	124	66	.	.	PUNCT
ajtas-680	125	1	3	3	X
ajtas-680	125	2	.	.	X
ajtas-680	125	3	w.	w.	PROPN
ajtas-680	125	4	trisunaryanti	trisunaryanti	PROPN
ajtas-680	125	5	,	,	PUNCT
ajtas-680	125	6	k.	k.	PROPN
ajtas-680	125	7	wijaya	wijaya	PROPN
ajtas-680	125	8	,	,	PUNCT
ajtas-680	125	9	t.	t.	PROPN
ajtas-680	125	10	triyono	triyono	PROPN
ajtas-680	125	11	,	,	PUNCT
ajtas-680	125	12	a.	a.	PROPN
ajtas-680	125	13	r.	r.	PROPN
ajtas-680	125	14	adriani	adriani	PROPN
ajtas-680	125	15	,	,	PUNCT
ajtas-680	125	16	and	and	CCONJ
ajtas-680	125	17	s.	s.	PROPN
ajtas-680	125	18	larasati	larasati	PROPN
ajtas-680	125	19	,	,	PUNCT
ajtas-680	125	20	“	"	PUNCT
ajtas-680	125	21	green	green	ADJ
ajtas-680	125	22	synthesis	synthesis	NOUN
ajtas-680	125	23	of	of	ADP
ajtas-680	125	24	hierarchical	hierarchical	ADJ
ajtas-680	125	25	porous	porous	ADJ
ajtas-680	125	26	carbon	carbon	NOUN
ajtas-680	125	27	prepared	prepare	VERB
ajtas-680	125	28	from	from	ADP
ajtas-680	125	29	coconut	coconut	NOUN
ajtas-680	125	30	lumber	lumber	NOUN
ajtas-680	125	31	sawdust	sawdust	NOUN
ajtas-680	125	32	as	as	ADP
ajtas-680	125	33	ni	ni	NOUN
ajtas-680	125	34	-	-	PUNCT
ajtas-680	125	35	based	base	VERB
ajtas-680	125	36	catalyst	catalyst	NOUN
ajtas-680	125	37	support	support	NOUN
ajtas-680	125	38	for	for	ADP
ajtas-680	125	39	hydrotreating	hydrotreate	VERB
ajtas-680	125	40	callophyllum	callophyllum	NOUN
ajtas-680	125	41	inophyllum	inophyllum	NOUN
ajtas-680	125	42	oil	oil	NOUN
ajtas-680	125	43	,	,	PUNCT
ajtas-680	125	44	”	"	PUNCT
ajtas-680	125	45	results	result	NOUN
ajtas-680	125	46	in	in	ADP
ajtas-680	125	47	engineering	engineering	NOUN
ajtas-680	125	48	,	,	PUNCT
ajtas-680	125	49	vol	vol	NOUN
ajtas-680	125	50	.	.	PROPN
ajtas-680	125	51	11	11	NUM
ajtas-680	125	52	,	,	PUNCT
ajtas-680	125	53	p.	p.	NOUN
ajtas-680	125	54	100258	100258	NUM
ajtas-680	125	55	,	,	PUNCT
ajtas-680	125	56	2021	2021	NUM
ajtas-680	125	57	,	,	PUNCT
ajtas-680	125	58	doi	doi	NOUN
ajtas-680	125	59	:	:	PUNCT
ajtas-680	125	60	https://doi.org/10.1016/j.rineng.2021.100258	https://doi.org/10.1016/j.rineng.2021.100258	ADJ
ajtas-680	125	61	.	.	PUNCT
ajtas-680	126	1	4	4	X
ajtas-680	126	2	.	.	PUNCT
ajtas-680	126	3	z.-h	z.-h	NOUN
ajtas-680	126	4	.	.	PUNCT
ajtas-680	127	1	deng	deng	PROPN
ajtas-680	127	2	et	et	PROPN
ajtas-680	127	3	al	al	PROPN
ajtas-680	127	4	.	.	PROPN
ajtas-680	127	5	,	,	PUNCT
ajtas-680	127	6	“	"	PUNCT
ajtas-680	127	7	insight	insight	NOUN
ajtas-680	127	8	into	into	ADP
ajtas-680	127	9	the	the	DET
ajtas-680	127	10	evolution	evolution	NOUN
ajtas-680	127	11	of	of	ADP
ajtas-680	127	12	refractory	refractory	NOUN
ajtas-680	127	13	basic	basic	ADJ
ajtas-680	127	14	and	and	CCONJ
ajtas-680	127	15	neutral	neutral	ADJ
ajtas-680	127	16	nitrogen	nitrogen	NOUN
ajtas-680	127	17	compounds	compound	NOUN
ajtas-680	127	18	during	during	ADP
ajtas-680	127	19	residue	residue	NOUN
ajtas-680	127	20	hydrotreating	hydrotreate	VERB
ajtas-680	127	21	process	process	NOUN
ajtas-680	127	22	,	,	PUNCT
ajtas-680	127	23	”	"	PUNCT
ajtas-680	127	24	pet	pet	PROPN
ajtas-680	127	25	sci	sci	PROPN
ajtas-680	127	26	,	,	PUNCT
ajtas-680	127	27	vol	vol	NOUN
ajtas-680	127	28	.	.	PROPN
ajtas-680	127	29	22	22	NUM
ajtas-680	127	30	,	,	PUNCT
ajtas-680	127	31	no	no	INTJ
ajtas-680	127	32	.	.	NOUN
ajtas-680	127	33	4	4	NUM
ajtas-680	127	34	,	,	PUNCT
ajtas-680	127	35	pp	pp	ADJ
ajtas-680	127	36	.	.	PUNCT
ajtas-680	128	1	1787–1801	1787–1801	NUM
ajtas-680	128	2	,	,	PUNCT
ajtas-680	128	3	2025	2025	NUM
ajtas-680	128	4	,	,	PUNCT
ajtas-680	128	5	doi	doi	NOUN
ajtas-680	128	6	:	:	PUNCT
ajtas-680	128	7	https://doi.org/10.1016/j.petsci.2025.02.015	https://doi.org/10.1016/j.petsci.2025.02.015	NOUN
ajtas-680	128	8	.	.	PROPN
ajtas-680	129	1	5	5	NUM
ajtas-680	129	2	.	.	PUNCT
ajtas-680	129	3	z.-h	z.-h	NOUN
ajtas-680	129	4	.	.	PUNCT
ajtas-680	130	1	deng	deng	PROPN
ajtas-680	130	2	et	et	PROPN
ajtas-680	130	3	al	al	PROPN
ajtas-680	130	4	.	.	PROPN
ajtas-680	130	5	,	,	PUNCT
ajtas-680	130	6	“	"	PUNCT
ajtas-680	130	7	catalyst	catalyst	NOUN
ajtas-680	130	8	deactivation	deactivation	NOUN
ajtas-680	130	9	model	model	NOUN
ajtas-680	130	10	involving	involve	VERB
ajtas-680	130	11	autocatalytic	autocatalytic	ADJ
ajtas-680	130	12	effect	effect	NOUN
ajtas-680	130	13	for	for	ADP
ajtas-680	130	14	the	the	DET
ajtas-680	130	15	residue	residue	NOUN
ajtas-680	130	16	hydrotreating	hydrotreate	VERB
ajtas-680	130	17	process	process	NOUN
ajtas-680	130	18	,	,	PUNCT
ajtas-680	130	19	”	"	PUNCT
ajtas-680	130	20	pet	pet	PROPN
ajtas-680	130	21	sci	sci	PROPN
ajtas-680	130	22	,	,	PUNCT
ajtas-680	130	23	2025	2025	NUM
ajtas-680	130	24	,	,	PUNCT
ajtas-680	130	25	doi	doi	NOUN
ajtas-680	130	26	:	:	PUNCT
ajtas-680	130	27	https://doi.org/10.1016/j.petsci.2025.04.031	https://doi.org/10.1016/j.petsci.2025.04.031	NOUN
ajtas-680	130	28	.	.	PUNCT
ajtas-680	131	1	6	6	NUM
ajtas-680	131	2	.	.	X
ajtas-680	131	3	e.	e.	PROPN
ajtas-680	131	4	hong	hong	PROPN
ajtas-680	131	5	,	,	PUNCT
ajtas-680	131	6	h.	h.	PROPN
ajtas-680	131	7	ko	ko	PROPN
ajtas-680	131	8	,	,	PUNCT
ajtas-680	131	9	s.	s.	PROPN
ajtas-680	131	10	h.	h.	PROPN
ajtas-680	131	11	kim	kim	PROPN
ajtas-680	131	12	,	,	PUNCT
ajtas-680	131	13	and	and	CCONJ
ajtas-680	131	14	y.-w	y.-w	PROPN
ajtas-680	131	15	.	.	PUNCT
ajtas-680	132	1	suh	suh	PROPN
ajtas-680	132	2	,	,	PUNCT
ajtas-680	132	3	“	"	PUNCT
ajtas-680	132	4	valorization	valorization	NOUN
ajtas-680	132	5	of	of	ADP
ajtas-680	132	6	palm	palm	NOUN
ajtas-680	132	7	-	-	PUNCT
ajtas-680	132	8	based	base	VERB
ajtas-680	132	9	fatty	fatty	NOUN
ajtas-680	132	10	acid	acid	NOUN
ajtas-680	132	11	distillate	distillate	NOUN
ajtas-680	132	12	by	by	ADP
ajtas-680	132	13	products	product	NOUN
ajtas-680	132	14	through	through	ADP
ajtas-680	132	15	coupling	couple	VERB
ajtas-680	132	16	ketonization	ketonization	NOUN
ajtas-680	132	17	with	with	ADP
ajtas-680	132	18	hydrotreating	hydrotreate	VERB
ajtas-680	132	19	:	:	PUNCT
ajtas-680	132	20	changing	change	VERB
ajtas-680	132	21	the	the	DET
ajtas-680	132	22	long	long	ADJ
ajtas-680	132	23	-	-	PUNCT
ajtas-680	132	24	chain	chain	NOUN
ajtas-680	132	25	distribution	distribution	NOUN
ajtas-680	132	26	of	of	ADP
ajtas-680	132	27	paraffinic	paraffinic	ADJ
ajtas-680	132	28	hydrocarbons	hydrocarbon	NOUN
ajtas-680	132	29	,	,	PUNCT
ajtas-680	132	30	”	"	PUNCT
ajtas-680	132	31	ind	ind	NOUN
ajtas-680	132	32	crops	crop	NOUN
ajtas-680	132	33	prod	prod	NOUN
ajtas-680	132	34	,	,	PUNCT
ajtas-680	132	35	vol	vol	NOUN
ajtas-680	132	36	.	.	NOUN
ajtas-680	132	37	225	225	NUM
ajtas-680	132	38	,	,	PUNCT
ajtas-680	132	39	p.	p.	NOUN
ajtas-680	132	40	120574	120574	NUM
ajtas-680	132	41	,	,	PUNCT
ajtas-680	132	42	2025	2025	NUM
ajtas-680	132	43	,	,	PUNCT
ajtas-680	132	44	doi	doi	NOUN
ajtas-680	132	45	:	:	PUNCT
ajtas-680	132	46	https://doi.org/10.1016/j.indcrop.2025.120574	https://doi.org/10.1016/j.indcrop.2025.120574	PROPN
ajtas-680	132	47	.	.	PUNCT
ajtas-680	133	1	7	7	X
ajtas-680	133	2	.	.	X
ajtas-680	133	3	n.	n.	PROPN
ajtas-680	133	4	duongbia	duongbia	PROPN
ajtas-680	133	5	,	,	PUNCT
ajtas-680	133	6	n.	n.	PROPN
ajtas-680	133	7	kannari	kannari	PROPN
ajtas-680	133	8	,	,	PUNCT
ajtas-680	133	9	k.	k.	PROPN
ajtas-680	133	10	sato	sato	PROPN
ajtas-680	133	11	,	,	PUNCT
ajtas-680	133	12	t.	t.	PROPN
ajtas-680	133	13	takarada	takarada	PROPN
ajtas-680	133	14	,	,	PUNCT
ajtas-680	133	15	and	and	CCONJ
ajtas-680	133	16	s.	s.	PROPN
ajtas-680	133	17	chaiklangmuang	chaiklangmuang	PROPN
ajtas-680	133	18	,	,	PUNCT
ajtas-680	133	19	“	"	PUNCT
ajtas-680	133	20	production	production	NOUN
ajtas-680	133	21	of	of	ADP
ajtas-680	133	22	bio	bio	NOUN
ajtas-680	133	23	-	-	PUNCT
ajtas-680	133	24	based	base	VERB
ajtas-680	133	25	chemicals	chemical	NOUN
ajtas-680	133	26	from	from	ADP
ajtas-680	133	27	palmitic	palmitic	ADJ
ajtas-680	133	28	acid	acid	NOUN
ajtas-680	133	29	by	by	ADP
ajtas-680	133	30	catalytic	catalytic	ADJ
ajtas-680	133	31	hydrotreating	hydrotreating	NOUN
ajtas-680	133	32	over	over	ADP
ajtas-680	133	33	low	low	ADJ
ajtas-680	133	34	-	-	PUNCT
ajtas-680	133	35	cost	cost	NOUN
ajtas-680	133	36	ni	ni	PROPN
ajtas-680	133	37	/	/	SYM
ajtas-680	133	38	ly	ly	X
ajtas-680	133	39	char	char	NOUN
ajtas-680	133	40	and	and	CCONJ
ajtas-680	133	41	limonite	limonite	NOUN
ajtas-680	133	42	catalysts	catalyst	NOUN
ajtas-680	133	43	,	,	PUNCT
ajtas-680	133	44	”	"	PUNCT
ajtas-680	133	45	alexandria	alexandria	PROPN
ajtas-680	133	46	engineering	engineering	PROPN
ajtas-680	133	47	journal	journal	PROPN
ajtas-680	133	48	,	,	PUNCT
ajtas-680	133	49	vol	vol	NOUN
ajtas-680	133	50	.	.	PROPN
ajtas-680	133	51	61	61	NUM
ajtas-680	133	52	,	,	PUNCT
ajtas-680	133	53	no	no	INTJ
ajtas-680	133	54	.	.	NOUN
ajtas-680	133	55	4	4	NUM
ajtas-680	133	56	,	,	PUNCT
ajtas-680	133	57	pp	pp	ADJ
ajtas-680	133	58	.	.	PUNCT
ajtas-680	134	1	3105–3124	3105–3124	NUM
ajtas-680	134	2	,	,	PUNCT
ajtas-680	134	3	2022	2022	NUM
ajtas-680	134	4	,	,	PUNCT
ajtas-680	134	5	doi	doi	NOUN
ajtas-680	134	6	:	:	PUNCT
ajtas-680	134	7	https://doi.org/10.1016/j.aej.2021.08.037	https://doi.org/10.1016/j.aej.2021.08.037	NOUN
ajtas-680	134	8	.	.	PUNCT
ajtas-680	135	1	8	8	X
ajtas-680	135	2	.	.	X
ajtas-680	135	3	m.	m.	NOUN
ajtas-680	136	1	badlaoui	badlaoui	PROPN
ajtas-680	136	2	et	et	PROPN
ajtas-680	136	3	al	al	PROPN
ajtas-680	136	4	.	.	PROPN
ajtas-680	136	5	,	,	PUNCT
ajtas-680	136	6	“	"	PUNCT
ajtas-680	136	7	performance	performance	NOUN
ajtas-680	136	8	comparison	comparison	NOUN
ajtas-680	136	9	of	of	ADP
ajtas-680	136	10	tire	tire	NOUN
ajtas-680	136	11	pyrolysis	pyrolysis	NOUN
ajtas-680	136	12	oils	oil	NOUN
ajtas-680	136	13	in	in	ADP
ajtas-680	136	14	hydrotreating	hydrotreate	VERB
ajtas-680	136	15	toward	toward	ADP
ajtas-680	136	16	highquality	highquality	NOUN
ajtas-680	136	17	fuel	fuel	NOUN
ajtas-680	136	18	,	,	PUNCT
ajtas-680	136	19	”	"	PUNCT
ajtas-680	136	20	chemical	chemical	NOUN
ajtas-680	136	21	engineering	engineering	NOUN
ajtas-680	136	22	journal	journal	NOUN
ajtas-680	136	23	,	,	PUNCT
ajtas-680	136	24	p.	p.	NOUN
ajtas-680	136	25	165115	165115	NUM
ajtas-680	136	26	,	,	PUNCT
ajtas-680	136	27	2025	2025	NUM
ajtas-680	136	28	,	,	PUNCT
ajtas-680	136	29	doi	doi	NOUN
ajtas-680	136	30	:	:	PUNCT
ajtas-680	136	31	https://doi.org/10.1016/j.cej.2025.165115	https://doi.org/10.1016/j.cej.2025.165115	PROPN
ajtas-680	136	32	.	.	PUNCT
ajtas-680	137	1	9	9	X
ajtas-680	137	2	.	.	X
ajtas-680	137	3	stanislaus	stanislaus	PROPN
ajtas-680	137	4	a.	a.	PROPN
ajtas-680	137	5	recent	recent	PROPN
ajtas-680	137	6	advances	advance	NOUN
ajtas-680	137	7	in	in	ADP
ajtas-680	137	8	the	the	DET
ajtas-680	137	9	science	science	NOUN
ajtas-680	137	10	and	and	CCONJ
ajtas-680	137	11	technology	technology	NOUN
ajtas-680	137	12	of	of	ADP
ajtas-680	137	13	ultra	ultra	ADJ
ajtas-680	137	14	low	low	ADJ
ajtas-680	137	15	sulfur	sulfur	NOUN
ajtas-680	137	16	diesel	diesel	NOUN
ajtas-680	137	17	(	(	PUNCT
ajtas-680	137	18	ulsd	ulsd	ADJ
ajtas-680	137	19	)	)	PUNCT
ajtas-680	137	20	production	production	NOUN
ajtas-680	137	21	/	/	SYM
ajtas-680	137	22	stanislaus	stanislaus	PROPN
ajtas-680	137	23	a.	a.	PROPN
ajtas-680	137	24	marafi	marafi	PROPN
ajtas-680	137	25	,	,	PUNCT
ajtas-680	137	26	a.	a.	PROPN
ajtas-680	137	27	rana	rana	PROPN
ajtas-680	137	28	m.s	m.s	PROPN
ajtas-680	137	29	.	.	PROPN
ajtas-680	137	30	//	//	PROPN
ajtas-680	137	31	catalysis	catalysis	NOUN
ajtas-680	137	32	today	today	NOUN
ajtas-680	137	33	.	.	PUNCT
ajtas-680	138	1	2010	2010	NUM
ajtas-680	138	2	.	.	PUNCT
ajtas-680	139	1	no	no	INTJ
ajtas-680	139	2	.	.	NOUN
ajtas-680	139	3	153	153	NUM
ajtas-680	139	4	.	.	PUNCT
ajtas-680	140	1	p.	p.	NOUN
ajtas-680	140	2	1	1	NUM
ajtas-680	140	3	-	-	SYM
ajtas-680	140	4	68	68	NUM
ajtas-680	140	5	.	.	PUNCT
ajtas-680	140	6	10	10	NUM
ajtas-680	140	7	.	.	PUNCT
ajtas-680	141	1	b.k	b.k	INTJ
ajtas-680	141	2	.	.	PUNCT
ajtas-680	141	3	nefedov	nefedov	PROPN
ajtas-680	141	4	technologies	technology	NOUN
ajtas-680	141	5	and	and	CCONJ
ajtas-680	141	6	catalysts	catalyst	NOUN
ajtas-680	141	7	for	for	ADP
ajtas-680	141	8	deep	deep	ADJ
ajtas-680	141	9	hydrotreating	hydrotreating	NOUN
ajtas-680	141	10	of	of	ADP
ajtas-680	141	11	motor	motor	NOUN
ajtas-680	141	12	fuels	fuel	NOUN
ajtas-680	141	13	to	to	PART
ajtas-680	141	14	meet	meet	VERB
ajtas-680	141	15	the	the	DET
ajtas-680	141	16	requirements	requirement	NOUN
ajtas-680	141	17	of	of	ADP
ajtas-680	141	18	the	the	DET
ajtas-680	141	19	new	new	ADJ
ajtas-680	141	20	euro-4	euro-4	PROPN
ajtas-680	141	21	standard	standard	PROPN
ajtas-680	141	22	/	/	SYM
ajtas-680	141	23	b.k	b.k	PROPN
ajtas-680	141	24	.	.	PUNCT
ajtas-680	141	25	nefedov	nefedov	PROPN
ajtas-680	141	26	//	//	PROPN
ajtas-680	141	27	catalysis	catalysis	NOUN
ajtas-680	141	28	in	in	ADP
ajtas-680	141	29	industry	industry	NOUN
ajtas-680	141	30	.	.	PUNCT
ajtas-680	142	1	2003	2003	NUM
ajtas-680	142	2	.	.	PUNCT
ajtas-680	143	1	no	no	INTJ
ajtas-680	143	2	.	.	NOUN
ajtas-680	144	1	2	2	X
ajtas-680	144	2	.	.	PUNCT
ajtas-680	145	1	p.	p.	NOUN
ajtas-680	145	2	20	20	NUM
ajtas-680	145	3	-	-	SYM
ajtas-680	145	4	21	21	NUM
ajtas-680	145	5	.	.	PUNCT
ajtas-680	145	6	11	11	NUM
ajtas-680	145	7	.	.	PUNCT
ajtas-680	146	1	r.	r.	PROPN
ajtas-680	146	2	e.	e.	PROPN
ajtas-680	146	3	palmer	palmer	PROPN
ajtas-680	146	4	basic	basic	ADJ
ajtas-680	146	5	principles	principle	NOUN
ajtas-680	146	6	of	of	ADP
ajtas-680	146	7	reconstruction	reconstruction	NOUN
ajtas-680	146	8	of	of	ADP
ajtas-680	146	9	hydrotreating	hydrotreate	VERB
ajtas-680	146	10	units	unit	NOUN
ajtas-680	146	11	for	for	ADP
ajtas-680	146	12	obtaining	obtain	VERB
ajtas-680	146	13	ultra	ultra	ADJ
ajtas-680	146	14	-	-	ADJ
ajtas-680	146	15	lowsulfur	lowsulfur	ADJ
ajtas-680	146	16	diesel	diesel	NOUN
ajtas-680	146	17	fuel	fuel	NOUN
ajtas-680	146	18	/	/	SYM
ajtas-680	146	19	r.	r.	PROPN
ajtas-680	146	20	e.	e.	PROPN
ajtas-680	146	21	palmer	palmer	PROPN
ajtas-680	146	22	,	,	PUNCT
ajtas-680	146	23	j.	j.	PROPN
ajtas-680	146	24	w.	w.	PROPN
ajtas-680	146	25	johnson	johnson	PROPN
ajtas-680	146	26	//	//	PUNCT
ajtas-680	146	27	oil	oil	NOUN
ajtas-680	146	28	and	and	CCONJ
ajtas-680	146	29	gas	gas	NOUN
ajtas-680	146	30	technologies	technology	NOUN
ajtas-680	146	31	.	.	PUNCT
ajtas-680	147	1	2004	2004	NUM
ajtas-680	147	2	.	.	PUNCT
ajtas-680	148	1	no	no	INTJ
ajtas-680	148	2	.	.	NOUN
ajtas-680	149	1	4	4	X
ajtas-680	149	2	.	.	PUNCT
ajtas-680	150	1	p.	p.	NOUN
ajtas-680	150	2	46	46	NUM
ajtas-680	150	3	-	-	SYM
ajtas-680	150	4	47	47	NUM
ajtas-680	150	5	.	.	PUNCT
ajtas-680	150	6	12	12	NUM
ajtas-680	150	7	.	.	PUNCT
ajtas-680	150	8	a.	a.	NOUN
ajtas-680	150	9	a.	a.	PROPN
ajtas-680	150	10	zimin	zimin	PROPN
ajtas-680	150	11	preparation	preparation	NOUN
ajtas-680	150	12	and	and	CCONJ
ajtas-680	150	13	study	study	NOUN
ajtas-680	150	14	of	of	ADP
ajtas-680	150	15	the	the	DET
ajtas-680	150	16	properties	property	NOUN
ajtas-680	150	17	of	of	ADP
ajtas-680	150	18	cunimo	cunimo	ADJ
ajtas-680	150	19	/	/	SYM
ajtas-680	150	20	al2o3	al2o3	NOUN
ajtas-680	150	21	catalyst	catalyst	NOUN
ajtas-680	150	22	for	for	ADP
ajtas-680	150	23	hydrotreating	hydrotreate	VERB
ajtas-680	150	24	diesel	diesel	NOUN
ajtas-680	150	25	fractions	fraction	NOUN
ajtas-680	150	26	/	/	SYM
ajtas-680	150	27	a.	a.	NOUN
ajtas-680	150	28	a.	a.	NOUN
ajtas-680	150	29	zimin	zimin	PROPN
ajtas-680	150	30	,	,	PUNCT
ajtas-680	150	31	d.	d.	PROPN
ajtas-680	150	32	s.	s.	PROPN
ajtas-680	150	33	karelov	karelov	PROPN
ajtas-680	150	34	,	,	PUNCT
ajtas-680	150	35	r.	r.	PROPN
ajtas-680	150	36	i.	i.	PROPN
ajtas-680	150	37	kuzmina	kuzmina	PROPN
ajtas-680	150	38	//	//	PROPN
ajtas-680	150	39	modern	modern	ADJ
ajtas-680	150	40	problems	problem	NOUN
ajtas-680	150	41	of	of	ADP
ajtas-680	150	42	theoretical	theoretical	ADJ
ajtas-680	150	43	and	and	CCONJ
ajtas-680	150	44	experimental	experimental	ADJ
ajtas-680	150	45	chemistry	chemistry	NOUN
ajtas-680	150	46	:	:	PUNCT
ajtas-680	150	47	interuniversity	interuniversity	NOUN
ajtas-680	150	48	.	.	PUNCT
ajtas-680	151	1	collection	collection	NOUN
ajtas-680	151	2	of	of	ADP
ajtas-680	151	3	scientific	scientific	ADJ
ajtas-680	151	4	.	.	PUNCT
ajtas-680	152	1	works	work	NOUN
ajtas-680	152	2	of	of	ADP
ajtas-680	152	3	the	the	DET
ajtas-680	152	4	xi	xi	PROPN
ajtas-680	152	5	all	all	ADV
ajtas-680	152	6	-	-	PUNCT
ajtas-680	152	7	russian	russian	ADJ
ajtas-680	152	8	conf	conf	NOUN
ajtas-680	152	9	.	.	PUNCT
ajtas-680	153	1	of	of	ADP
ajtas-680	153	2	young	young	ADJ
ajtas-680	153	3	scientists	scientist	NOUN
ajtas-680	153	4	with	with	ADP
ajtas-680	153	5	international	international	ADJ
ajtas-680	153	6	participation	participation	NOUN
ajtas-680	153	7	.	.	PUNCT
ajtas-680	154	1	saratov	saratov	PROPN
ajtas-680	154	2	:	:	PUNCT
ajtas-680	154	3	publishing	publish	VERB
ajtas-680	154	4	house	house	PROPN
ajtas-680	154	5	"	"	PUNCT
ajtas-680	154	6	saratov	saratov	PROPN
ajtas-680	154	7	source	source	NOUN
ajtas-680	154	8	"	"	PUNCT
ajtas-680	154	9	.	.	PUNCT
ajtas-680	155	1	2016.-p	2016.-p	X
ajtas-680	155	2	.	.	PUNCT
ajtas-680	156	1	110	110	NUM
ajtas-680	156	2	-	-	SYM
ajtas-680	156	3	116	116	NUM
ajtas-680	156	4	.	.	NOUN
ajtas-680	156	5	13	13	NUM
ajtas-680	156	6	.	.	PUNCT
ajtas-680	157	1	d.-s	d.-	NOUN
ajtas-680	157	2	.	.	PUNCT
ajtas-680	158	1	kourkoumpas	kourkoumpas	PROPN
ajtas-680	158	2	et	et	PROPN
ajtas-680	158	3	al	al	PROPN
ajtas-680	158	4	.	.	PROPN
ajtas-680	158	5	,	,	PUNCT
ajtas-680	158	6	“	"	PUNCT
ajtas-680	158	7	life	life	NOUN
ajtas-680	158	8	cycle	cycle	NOUN
ajtas-680	158	9	ghg	ghg	PROPN
ajtas-680	158	10	emission	emission	NOUN
ajtas-680	158	11	reduction	reduction	NOUN
ajtas-680	158	12	of	of	ADP
ajtas-680	158	13	hydrotreated	hydrotreated	ADJ
ajtas-680	158	14	vegetable	vegetable	NOUN
ajtas-680	158	15	oil	oil	NOUN
ajtas-680	158	16	integration	integration	NOUN
ajtas-680	158	17	in	in	ADP
ajtas-680	158	18	an	an	DET
ajtas-680	158	19	industrial	industrial	ADJ
ajtas-680	158	20	petroleum	petroleum	NOUN
ajtas-680	158	21	refinery	refinery	NOUN
ajtas-680	158	22	,	,	PUNCT
ajtas-680	158	23	”	"	PUNCT
ajtas-680	158	24	green	green	ADJ
ajtas-680	158	25	technologies	technology	NOUN
ajtas-680	158	26	and	and	CCONJ
ajtas-680	158	27	sustainability	sustainability	NOUN
ajtas-680	158	28	,	,	PUNCT
ajtas-680	158	29	vol	vol	NOUN
ajtas-680	158	30	.	.	PROPN
ajtas-680	158	31	2	2	NUM
ajtas-680	158	32	,	,	PUNCT
ajtas-680	158	33	no	no	INTJ
ajtas-680	158	34	.	.	NOUN
ajtas-680	158	35	2	2	NUM
ajtas-680	158	36	,	,	PUNCT
ajtas-680	158	37	p.	p.	NOUN
ajtas-680	158	38	100076	100076	NUM
ajtas-680	158	39	,	,	PUNCT
ajtas-680	158	40	2024	2024	NUM
ajtas-680	158	41	,	,	PUNCT
ajtas-680	158	42	doi	doi	NOUN
ajtas-680	158	43	:	:	PUNCT
ajtas-680	158	44	https://doi.org/10.1016/j.grets.2024.100076	https://doi.org/10.1016/j.grets.2024.100076	NOUN
ajtas-680	158	45	.	.	PUNCT
ajtas-680	159	1	https://doi.org/10.1016/j.fuel.2022.126074	https://doi.org/10.1016/j.fuel.2022.126074	PROPN
ajtas-680	159	2	https://doi.org/10.1016/j.rineng.2021.100258	https://doi.org/10.1016/j.rineng.2021.100258	PROPN
ajtas-680	159	3	https://doi.org/10.1016/j.petsci.2025.02.015	https://doi.org/10.1016/j.petsci.2025.02.015	PROPN
ajtas-680	159	4	https://doi.org/10.1016/j.petsci.2025.04.031	https://doi.org/10.1016/j.petsci.2025.04.031	VERB
ajtas-680	159	5	https://doi.org/10.1016/j.indcrop.2025.120574	https://doi.org/10.1016/j.indcrop.2025.120574	PROPN
ajtas-680	159	6	https://doi.org/10.1016/j.aej.2021.08.037	https://doi.org/10.1016/j.aej.2021.08.037	PROPN
ajtas-680	159	7	https://doi.org/10.1016/j.cej.2025.165115	https://doi.org/10.1016/j.cej.2025.165115	PROPN
ajtas-680	159	8	https://doi.org/10.1016/j.grets.2024.100076	https://doi.org/10.1016/j.grets.2024.100076	PROPN
ajtas-680	159	9	american	american	PROPN
ajtas-680	159	10	journal	journal	PROPN
ajtas-680	159	11	of	of	ADP
ajtas-680	159	12	technology	technology	NOUN
ajtas-680	159	13	and	and	CCONJ
ajtas-680	159	14	applied	apply	VERB
ajtas-680	159	15	sciences	science	NOUN
ajtas-680	159	16	39	39	NUM
ajtas-680	159	17	,	,	PUNCT
ajtas-680	159	18	august	august	PROPN
ajtas-680	159	19	2025	2025	NUM
ajtas-680	159	20	p	p	NOUN
ajtas-680	159	21	a	a	DET
ajtas-680	159	22	g	g	NOUN
ajtas-680	159	23	e	e	PROPN
ajtas-680	159	24	|	|	ADV
ajtas-680	159	25	28	28	NUM
ajtas-680	159	26	www.americanjournal.org	www.americanjournal.org	PROPN
ajtas-680	159	27	14	14	NUM
ajtas-680	159	28	.	.	PUNCT
ajtas-680	160	1	f.	f.	PROPN
ajtas-680	160	2	morales	morales	PROPN
ajtas-680	160	3	–	–	PUNCT
ajtas-680	160	4	leal	leal	ADJ
ajtas-680	160	5	,	,	PUNCT
ajtas-680	160	6	j.	j.	PROPN
ajtas-680	160	7	ancheyta	ancheyta	PROPN
ajtas-680	160	8	,	,	PUNCT
ajtas-680	160	9	p.	p.	NOUN
ajtas-680	160	10	torres	torre	NOUN
ajtas-680	160	11	–	–	PUNCT
ajtas-680	160	12	mancera	mancera	NOUN
ajtas-680	160	13	,	,	PUNCT
ajtas-680	160	14	f.	f.	PROPN
ajtas-680	160	15	alonso	alonso	PROPN
ajtas-680	160	16	,	,	PUNCT
ajtas-680	160	17	and	and	CCONJ
ajtas-680	160	18	p.	p.	NOUN
ajtas-680	160	19	rayo	rayo	NOUN
ajtas-680	160	20	,	,	PUNCT
ajtas-680	160	21	“	"	PUNCT
ajtas-680	160	22	characterization	characterization	NOUN
ajtas-680	160	23	of	of	ADP
ajtas-680	160	24	spent	spend	VERB
ajtas-680	160	25	catalysts	catalyst	NOUN
ajtas-680	160	26	from	from	ADP
ajtas-680	160	27	hydrotreating	hydrotreate	VERB
ajtas-680	160	28	of	of	ADP
ajtas-680	160	29	different	different	ADJ
ajtas-680	160	30	feedstocks	feedstock	NOUN
ajtas-680	160	31	in	in	ADP
ajtas-680	160	32	batch	batch	NOUN
ajtas-680	160	33	reactor	reactor	NOUN
ajtas-680	160	34	,	,	PUNCT
ajtas-680	160	35	”	"	PUNCT
ajtas-680	160	36	fuel	fuel	NOUN
ajtas-680	160	37	,	,	PUNCT
ajtas-680	160	38	vol	vol	NOUN
ajtas-680	160	39	.	.	PROPN
ajtas-680	160	40	371	371	NUM
ajtas-680	160	41	,	,	PUNCT
ajtas-680	160	42	p.	p.	NOUN
ajtas-680	160	43	131938	131938	NUM
ajtas-680	160	44	,	,	PUNCT
ajtas-680	160	45	2024	2024	NUM
ajtas-680	160	46	,	,	PUNCT
ajtas-680	160	47	doi	doi	NOUN
ajtas-680	160	48	:	:	PUNCT
ajtas-680	160	49	https://doi.org/10.1016/j.fuel.2024.131938	https://doi.org/10.1016/j.fuel.2024.131938	ADJ
ajtas-680	160	50	.	.	PUNCT
ajtas-680	161	1	15	15	NUM
ajtas-680	161	2	.	.	PUNCT
ajtas-680	161	3	a.	a.	NOUN
ajtas-680	161	4	roshanaei	roshanaei	PROPN
ajtas-680	161	5	,	,	PUNCT
ajtas-680	161	6	s.	s.	PROPN
ajtas-680	161	7	z.	z.	PROPN
ajtas-680	161	8	abghari	abghari	PROPN
ajtas-680	161	9	,	,	PUNCT
ajtas-680	161	10	s.	s.	PROPN
ajtas-680	161	11	sadighi	sadighi	PROPN
ajtas-680	161	12	,	,	PUNCT
ajtas-680	161	13	and	and	CCONJ
ajtas-680	161	14	s.	s.	PROPN
ajtas-680	161	15	r.	r.	PROPN
ajtas-680	161	16	s.	s.	PROPN
ajtas-680	161	17	mohaddecy	mohaddecy	PROPN
ajtas-680	161	18	,	,	PUNCT
ajtas-680	161	19	“	"	PUNCT
ajtas-680	161	20	insight	insight	NOUN
ajtas-680	161	21	into	into	ADP
ajtas-680	161	22	the	the	DET
ajtas-680	161	23	phenomena	phenomenon	NOUN
ajtas-680	161	24	included	include	VERB
ajtas-680	161	25	in	in	ADP
ajtas-680	161	26	loss	loss	NOUN
ajtas-680	161	27	of	of	ADP
ajtas-680	161	28	the	the	DET
ajtas-680	161	29	activation	activation	NOUN
ajtas-680	161	30	of	of	ADP
ajtas-680	161	31	industrial	industrial	ADJ
ajtas-680	161	32	hydrotreating	hydrotreate	VERB
ajtas-680	161	33	catalyst	catalyst	NOUN
ajtas-680	161	34	through	through	ADP
ajtas-680	161	35	an	an	DET
ajtas-680	161	36	innovative	innovative	ADJ
ajtas-680	161	37	accelerated	accelerate	VERB
ajtas-680	161	38	deactivation	deactivation	NOUN
ajtas-680	161	39	procedure	procedure	NOUN
ajtas-680	161	40	and	and	CCONJ
ajtas-680	161	41	kinetic	kinetic	ADJ
ajtas-680	161	42	modeling	modeling	NOUN
ajtas-680	161	43	,	,	PUNCT
ajtas-680	161	44	”	"	PUNCT
ajtas-680	161	45	fuel	fuel	NOUN
ajtas-680	161	46	processing	processing	NOUN
ajtas-680	161	47	technology	technology	NOUN
ajtas-680	161	48	,	,	PUNCT
ajtas-680	161	49	vol	vol	NOUN
ajtas-680	161	50	.	.	PROPN
ajtas-680	161	51	269	269	NUM
ajtas-680	161	52	,	,	PUNCT
ajtas-680	161	53	p.	p.	NOUN
ajtas-680	161	54	108186	108186	NUM
ajtas-680	161	55	,	,	PUNCT
ajtas-680	161	56	2025	2025	NUM
ajtas-680	161	57	,	,	PUNCT
ajtas-680	161	58	doi	doi	NOUN
ajtas-680	161	59	:	:	PUNCT
ajtas-680	161	60	https://doi.org/10.1016/j.fuproc.2025.108186	https://doi.org/10.1016/j.fuproc.2025.108186	ADJ
ajtas-680	161	61	.	.	PUNCT
ajtas-680	162	1	16	16	NUM
ajtas-680	162	2	.	.	PUNCT
ajtas-680	163	1	e.	e.	PROPN
ajtas-680	163	2	heracleous	heracleous	PROPN
ajtas-680	163	3	,	,	PUNCT
ajtas-680	163	4	f.	f.	PROPN
ajtas-680	163	5	papadopoulou	papadopoulou	PROPN
ajtas-680	163	6	,	,	PUNCT
ajtas-680	163	7	and	and	CCONJ
ajtas-680	163	8	a.	a.	NOUN
ajtas-680	163	9	a.	a.	PROPN
ajtas-680	163	10	lappas	lappas	PROPN
ajtas-680	163	11	,	,	PUNCT
ajtas-680	163	12	“	"	PUNCT
ajtas-680	163	13	slurry	slurry	NOUN
ajtas-680	163	14	-	-	PUNCT
ajtas-680	163	15	phase	phase	NOUN
ajtas-680	163	16	hydrotreating	hydrotreating	NOUN
ajtas-680	163	17	of	of	ADP
ajtas-680	163	18	vacuum	vacuum	NOUN
ajtas-680	163	19	gas	gas	NOUN
ajtas-680	163	20	oil	oil	NOUN
ajtas-680	163	21	with	with	ADP
ajtas-680	163	22	mo	mo	NOUN
ajtas-680	163	23	-	-	PUNCT
ajtas-680	163	24	based	base	VERB
ajtas-680	163	25	dispersed	disperse	VERB
ajtas-680	163	26	catalyst	catalyst	NOUN
ajtas-680	163	27	in	in	ADP
ajtas-680	163	28	semi	semi	ADJ
ajtas-680	163	29	-	-	NOUN
ajtas-680	163	30	batch	batch	ADJ
ajtas-680	163	31	and	and	CCONJ
ajtas-680	163	32	continuous	continuous	ADJ
ajtas-680	163	33	reactors	reactor	NOUN
ajtas-680	163	34	,	,	PUNCT
ajtas-680	163	35	”	"	PUNCT
ajtas-680	163	36	fuel	fuel	NOUN
ajtas-680	163	37	processing	processing	NOUN
ajtas-680	163	38	technology	technology	NOUN
ajtas-680	163	39	,	,	PUNCT
ajtas-680	163	40	vol	vol	NOUN
ajtas-680	163	41	.	.	PROPN
ajtas-680	163	42	276	276	NUM
ajtas-680	163	43	,	,	PUNCT
ajtas-680	163	44	p.	p.	NOUN
ajtas-680	163	45	108271	108271	NUM
ajtas-680	163	46	,	,	PUNCT
ajtas-680	163	47	2025	2025	NUM
ajtas-680	163	48	,	,	PUNCT
ajtas-680	163	49	doi	doi	NOUN
ajtas-680	163	50	:	:	PUNCT
ajtas-680	163	51	https://doi.org/10.1016/j.fuproc.2025.108271	https://doi.org/10.1016/j.fuproc.2025.108271	NOUN
ajtas-680	163	52	.	.	PUNCT
ajtas-680	164	1	17	17	NUM
ajtas-680	164	2	.	.	PUNCT
ajtas-680	165	1	z.	z.	PROPN
ajtas-680	165	2	liu	liu	PROPN
ajtas-680	165	3	et	et	PROPN
ajtas-680	165	4	al	al	PROPN
ajtas-680	165	5	.	.	PROPN
ajtas-680	165	6	,	,	PUNCT
ajtas-680	165	7	“	"	PUNCT
ajtas-680	165	8	morphology	morphology	NOUN
ajtas-680	165	9	effect	effect	NOUN
ajtas-680	165	10	on	on	ADP
ajtas-680	165	11	catalytic	catalytic	ADJ
ajtas-680	165	12	performance	performance	NOUN
ajtas-680	165	13	of	of	ADP
ajtas-680	165	14	ebullated	ebullate	VERB
ajtas-680	165	15	-	-	PUNCT
ajtas-680	165	16	bed	bed	NOUN
ajtas-680	165	17	residue	residue	NOUN
ajtas-680	165	18	hydrotreating	hydrotreate	VERB
ajtas-680	165	19	over	over	ADP
ajtas-680	165	20	ni	ni	PROPN
ajtas-680	165	21	–	–	PUNCT
ajtas-680	165	22	mo	mo	PROPN
ajtas-680	165	23	/	/	SYM
ajtas-680	165	24	al2o3	al2o3	PROPN
ajtas-680	165	25	catalyst	catalyst	NOUN
ajtas-680	165	26	:	:	PUNCT
ajtas-680	165	27	a	a	DET
ajtas-680	165	28	kinetic	kinetic	ADJ
ajtas-680	165	29	modeling	modeling	NOUN
ajtas-680	165	30	study	study	NOUN
ajtas-680	165	31	,	,	PUNCT
ajtas-680	165	32	”	"	PUNCT
ajtas-680	165	33	green	green	ADJ
ajtas-680	165	34	chemical	chemical	PROPN
ajtas-680	165	35	engineering	engineering	NOUN
ajtas-680	165	36	,	,	PUNCT
ajtas-680	165	37	vol	vol	NOUN
ajtas-680	165	38	.	.	PROPN
ajtas-680	166	1	5	5	NUM
ajtas-680	166	2	,	,	PUNCT
ajtas-680	166	3	no	no	INTJ
ajtas-680	166	4	.	.	NOUN
ajtas-680	166	5	1	1	NUM
ajtas-680	166	6	,	,	PUNCT
ajtas-680	166	7	pp	pp	ADJ
ajtas-680	166	8	.	.	PUNCT
ajtas-680	167	1	60–67	60–67	NUM
ajtas-680	167	2	,	,	PUNCT
ajtas-680	167	3	2024	2024	NUM
ajtas-680	167	4	,	,	PUNCT
ajtas-680	167	5	doi	doi	NOUN
ajtas-680	167	6	:	:	PUNCT
ajtas-680	167	7	https://doi.org/10.1016/j.gce.2022.09.003	https://doi.org/10.1016/j.gce.2022.09.003	NOUN
ajtas-680	167	8	.	.	PUNCT
ajtas-680	168	1	18	18	NUM
ajtas-680	168	2	.	.	PUNCT
ajtas-680	169	1	h.	h.	PROPN
ajtas-680	169	2	zhu	zhu	PROPN
ajtas-680	169	3	et	et	PROPN
ajtas-680	169	4	al	al	PROPN
ajtas-680	169	5	.	.	PROPN
ajtas-680	169	6	,	,	PUNCT
ajtas-680	169	7	“	"	PUNCT
ajtas-680	169	8	regulating	regulate	VERB
ajtas-680	169	9	catalyst	catalyst	NOUN
ajtas-680	169	10	morphology	morphology	NOUN
ajtas-680	169	11	to	to	PART
ajtas-680	169	12	boost	boost	VERB
ajtas-680	169	13	the	the	DET
ajtas-680	169	14	stability	stability	NOUN
ajtas-680	169	15	of	of	ADP
ajtas-680	169	16	ni	ni	PROPN
ajtas-680	169	17	–	–	PUNCT
ajtas-680	169	18	mo	mo	PROPN
ajtas-680	169	19	/	/	SYM
ajtas-680	169	20	al2o3	al2o3	PROPN
ajtas-680	169	21	catalyst	catalyst	NOUN
ajtas-680	169	22	for	for	ADP
ajtas-680	169	23	ebullated	ebullate	VERB
ajtas-680	169	24	-	-	PUNCT
ajtas-680	169	25	bed	bed	NOUN
ajtas-680	169	26	residue	residue	NOUN
ajtas-680	169	27	hydrotreating	hydrotreating	NOUN
ajtas-680	169	28	,	,	PUNCT
ajtas-680	169	29	”	"	PUNCT
ajtas-680	169	30	green	green	ADJ
ajtas-680	169	31	energy	energy	PROPN
ajtas-680	169	32	&	&	CCONJ
ajtas-680	169	33	environment	environment	PROPN
ajtas-680	169	34	,	,	PUNCT
ajtas-680	169	35	vol	vol	NOUN
ajtas-680	169	36	.	.	PROPN
ajtas-680	170	1	6	6	NUM
ajtas-680	170	2	,	,	PUNCT
ajtas-680	170	3	no	no	INTJ
ajtas-680	170	4	.	.	NOUN
ajtas-680	170	5	2	2	NUM
ajtas-680	170	6	,	,	PUNCT
ajtas-680	170	7	pp	pp	ADJ
ajtas-680	170	8	.	.	PUNCT
ajtas-680	171	1	283–290	283–290	NUM
ajtas-680	171	2	,	,	PUNCT
ajtas-680	171	3	2021	2021	NUM
ajtas-680	171	4	,	,	PUNCT
ajtas-680	171	5	doi	doi	NOUN
ajtas-680	171	6	:	:	PUNCT
ajtas-680	171	7	https://doi.org/10.1016/j.gee.2020.05.001	https://doi.org/10.1016/j.gee.2020.05.001	ADJ
ajtas-680	171	8	.	.	PUNCT
ajtas-680	172	1	19	19	NUM
ajtas-680	172	2	.	.	PUNCT
ajtas-680	172	3	n.	n.	PROPN
ajtas-680	172	4	kaewtrakulchai	kaewtrakulchai	PROPN
ajtas-680	172	5	,	,	PUNCT
ajtas-680	172	6	s.	s.	PROPN
ajtas-680	172	7	chanpee	chanpee	PROPN
ajtas-680	172	8	,	,	PUNCT
ajtas-680	172	9	s.	s.	PROPN
ajtas-680	172	10	jadsadajerm	jadsadajerm	PROPN
ajtas-680	172	11	,	,	PUNCT
ajtas-680	172	12	s.	s.	PROPN
ajtas-680	172	13	wongrerkdee	wongrerkdee	PROPN
ajtas-680	172	14	,	,	PUNCT
ajtas-680	172	15	k.	k.	PROPN
ajtas-680	172	16	manatura	manatura	PROPN
ajtas-680	172	17	,	,	PUNCT
ajtas-680	172	18	and	and	CCONJ
ajtas-680	172	19	a.	a.	PROPN
ajtas-680	172	20	eiad	eiad	PROPN
ajtas-680	172	21	-	-	PUNCT
ajtas-680	172	22	ua	ua	PROPN
ajtas-680	172	23	,	,	PUNCT
ajtas-680	172	24	“	"	PUNCT
ajtas-680	172	25	co	co	ADJ
ajtas-680	172	26	-	-	ADJ
ajtas-680	172	27	hydrothermal	hydrothermal	ADJ
ajtas-680	172	28	carbonization	carbonization	NOUN
ajtas-680	172	29	of	of	ADP
ajtas-680	172	30	polystyrene	polystyrene	NOUN
ajtas-680	172	31	waste	waste	NOUN
ajtas-680	172	32	and	and	CCONJ
ajtas-680	172	33	maize	maize	NOUN
ajtas-680	172	34	stover	stover	NOUN
ajtas-680	172	35	combined	combine	VERB
ajtas-680	172	36	with	with	ADP
ajtas-680	172	37	koh	koh	PROPN
ajtas-680	172	38	activation	activation	NOUN
ajtas-680	172	39	to	to	PART
ajtas-680	172	40	develop	develop	VERB
ajtas-680	172	41	nanoporous	nanoporous	ADJ
ajtas-680	172	42	carbon	carbon	NOUN
ajtas-680	172	43	as	as	ADP
ajtas-680	172	44	catalyst	catalyst	NOUN
ajtas-680	172	45	support	support	NOUN
ajtas-680	172	46	for	for	ADP
ajtas-680	172	47	catalytic	catalytic	ADJ
ajtas-680	172	48	hydrotreating	hydrotreating	NOUN
ajtas-680	172	49	of	of	ADP
ajtas-680	172	50	palm	palm	NOUN
ajtas-680	172	51	oil	oil	NOUN
ajtas-680	172	52	,	,	PUNCT
ajtas-680	172	53	”	"	PUNCT
ajtas-680	172	54	carbon	carbon	NOUN
ajtas-680	172	55	resources	resource	NOUN
ajtas-680	172	56	conversion	conversion	NOUN
ajtas-680	172	57	,	,	PUNCT
ajtas-680	172	58	vol	vol	NOUN
ajtas-680	172	59	.	.	PROPN
ajtas-680	172	60	7	7	NUM
ajtas-680	172	61	,	,	PUNCT
ajtas-680	172	62	no	no	INTJ
ajtas-680	172	63	.	.	NOUN
ajtas-680	172	64	4	4	NUM
ajtas-680	172	65	,	,	PUNCT
ajtas-680	172	66	p.	p.	NOUN
ajtas-680	172	67	100231	100231	NUM
ajtas-680	172	68	,	,	PUNCT
ajtas-680	172	69	2024	2024	NUM
ajtas-680	172	70	,	,	PUNCT
ajtas-680	172	71	doi	doi	NOUN
ajtas-680	172	72	:	:	PUNCT
ajtas-680	172	73	https://doi.org/10.1016/j.crcon.2024.100231	https://doi.org/10.1016/j.crcon.2024.100231	NOUN
ajtas-680	172	74	.	.	PUNCT
ajtas-680	173	1	20	20	X
ajtas-680	173	2	.	.	X
ajtas-680	173	3	l.	l.	PROPN
ajtas-680	173	4	skuhrovcová	skuhrovcová	PROPN
ajtas-680	173	5	et	et	PROPN
ajtas-680	173	6	al	al	PROPN
ajtas-680	173	7	.	.	PROPN
ajtas-680	173	8	,	,	PUNCT
ajtas-680	173	9	“	"	PUNCT
ajtas-680	173	10	synthesis	synthesis	NOUN
ajtas-680	173	11	of	of	ADP
ajtas-680	173	12	sulfur	sulfur	NOUN
ajtas-680	173	13	-	-	PUNCT
ajtas-680	173	14	free	free	ADJ
ajtas-680	173	15	co	co	ADJ
ajtas-680	173	16	-	-	ADJ
ajtas-680	173	17	mo	mo	ADJ
ajtas-680	173	18	nitride	nitride	NOUN
ajtas-680	173	19	catalysts	catalyst	NOUN
ajtas-680	173	20	for	for	ADP
ajtas-680	173	21	the	the	DET
ajtas-680	173	22	hydrotreating	hydrotreating	NOUN
ajtas-680	173	23	of	of	ADP
ajtas-680	173	24	atmospheric	atmospheric	ADJ
ajtas-680	173	25	gasoil	gasoil	NOUN
ajtas-680	173	26	and	and	CCONJ
ajtas-680	173	27	co	co	NOUN
ajtas-680	173	28	-	-	NOUN
ajtas-680	173	29	processing	processing	NOUN
ajtas-680	173	30	of	of	ADP
ajtas-680	173	31	rapeseed	rapeseed	NOUN
ajtas-680	173	32	oil	oil	NOUN
ajtas-680	173	33	,	,	PUNCT
ajtas-680	173	34	”	"	PUNCT
ajtas-680	173	35	molecular	molecular	ADJ
ajtas-680	173	36	catalysis	catalysis	NOUN
ajtas-680	173	37	,	,	PUNCT
ajtas-680	173	38	vol	vol	NOUN
ajtas-680	173	39	.	.	PROPN
ajtas-680	173	40	537	537	NUM
ajtas-680	173	41	,	,	PUNCT
ajtas-680	173	42	p.	p.	NOUN
ajtas-680	173	43	112930	112930	NUM
ajtas-680	173	44	,	,	PUNCT
ajtas-680	173	45	2023	2023	NUM
ajtas-680	173	46	,	,	PUNCT
ajtas-680	173	47	doi	doi	NOUN
ajtas-680	173	48	:	:	PUNCT
ajtas-680	173	49	https://doi.org/10.1016/j.mcat.2023.112930	https://doi.org/10.1016/j.mcat.2023.112930	PROPN
ajtas-680	173	50	https://doi.org/10.1016/j.fuel.2024.131938	https://doi.org/10.1016/j.fuel.2024.131938	VERB
ajtas-680	173	51	https://doi.org/10.1016/j.fuproc.2025.108186	https://doi.org/10.1016/j.fuproc.2025.108186	PROPN
ajtas-680	173	52	https://doi.org/10.1016/j.fuproc.2025.108271	https://doi.org/10.1016/j.fuproc.2025.108271	NOUN
ajtas-680	173	53	https://doi.org/10.1016/j.gce.2022.09.003	https://doi.org/10.1016/j.gce.2022.09.003	NOUN
ajtas-680	173	54	https://doi.org/10.1016/j.gee.2020.05.001	https://doi.org/10.1016/j.gee.2020.05.001	VERB
ajtas-680	173	55	https://doi.org/10.1016/j.crcon.2024.100231	https://doi.org/10.1016/j.crcon.2024.100231	ADJ
ajtas-680	173	56	https://doi.org/10.1016/j.mcat.2023.112930	https://doi.org/10.1016/j.mcat.2023.112930	NOUN