id	sid	tid	token	lemma	pos
iogr-1369	1	1	copyright	copyright	NOUN
iogr-1369	1	2	©	©	ADP
iogr-1369	1	3	the	the	DET
iogr-1369	1	4	author(s	author(s	NOUN
iogr-1369	1	5	)	)	PUNCT
iogr-1369	1	6	.	.	PUNCT
iogr-1369	2	1	this	this	DET
iogr-1369	2	2	work	work	NOUN
iogr-1369	2	3	is	be	AUX
iogr-1369	2	4	licensed	license	VERB
iogr-1369	2	5	under	under	ADP
iogr-1369	2	6	a	a	DET
iogr-1369	2	7	creative	creative	ADJ
iogr-1369	2	8	commons	common	NOUN
iogr-1369	2	9	attribution	attribution	NOUN
iogr-1369	2	10	4.0	4.0	NUM
iogr-1369	2	11	international	international	ADJ
iogr-1369	2	12	license	license	NOUN
iogr-1369	2	13	.	.	PUNCT
iogr-1369	3	1	improved	improve	VERB
iogr-1369	3	2	oil	oil	NOUN
iogr-1369	3	3	and	and	CCONJ
iogr-1369	3	4	gas	gas	NOUN
iogr-1369	3	5	recovery	recovery	NOUN
iogr-1369	3	6	doi	doi	NOUN
iogr-1369	3	7	:	:	PUNCT
iogr-1369	3	8	10.14800	10.14800	NUM
iogr-1369	3	9	/	/	SYM
iogr-1369	3	10	iogr.1369	iogr.1369	PROPN
iogr-1369	3	11	received	receive	VERB
iogr-1369	3	12	may	may	PROPN
iogr-1369	3	13	9	9	NUM
iogr-1369	3	14	,	,	PUNCT
iogr-1369	3	15	2025	2025	NUM
iogr-1369	3	16	;	;	PUNCT
iogr-1369	3	17	revised	revise	VERB
iogr-1369	3	18	june	june	PROPN
iogr-1369	3	19	10	10	NUM
iogr-1369	3	20	,	,	PUNCT
iogr-1369	3	21	2025	2025	NUM
iogr-1369	3	22	;	;	PUNCT
iogr-1369	3	23	accepted	accept	VERB
iogr-1369	3	24	july	july	PROPN
iogr-1369	3	25	23	23	NUM
iogr-1369	3	26	,	,	PUNCT
iogr-1369	3	27	2025	2025	NUM
iogr-1369	3	28	.	.	PUNCT
iogr-1369	4	1	*	*	PUNCT
iogr-1369	4	2	corresponding	correspond	VERB
iogr-1369	4	3	author	author	NOUN
iogr-1369	4	4	:	:	PUNCT
iogr-1369	4	5	babusahmin1966@yahoo.ca	babusahmin1966@yahoo.ca	NOUN
iogr-1369	4	6	1	1	NUM
iogr-1369	4	7	drilling	drill	VERB
iogr-1369	4	8	optimization	optimization	NOUN
iogr-1369	4	9	through	through	ADP
iogr-1369	4	10	rig	rig	NOUN
iogr-1369	4	11	hydraulics	hydraulic	NOUN
iogr-1369	4	12	using	use	VERB
iogr-1369	4	13	a	a	DET
iogr-1369	4	14	mathematical	mathematical	ADJ
iogr-1369	4	15	model	model	NOUN
iogr-1369	4	16	mohammad	mohammad	PROPN
iogr-1369	4	17	na’il	na’il	PROPN
iogr-1369	4	18	shamsuddin	shamsuddin	PROPN
iogr-1369	4	19	and	and	CCONJ
iogr-1369	4	20	bashir	bashir	PROPN
iogr-1369	4	21	busahmin	busahmin	PROPN
iogr-1369	4	22	*	*	PROPN
iogr-1369	4	23	,	,	PUNCT
iogr-1369	4	24	universiti	universiti	PROPN
iogr-1369	4	25	teknologi	teknologi	PROPN
iogr-1369	4	26	brunei	brunei	PROPN
iogr-1369	4	27	,	,	PUNCT
iogr-1369	4	28	bandar	bandar	PROPN
iogr-1369	4	29	seri	seri	PROPN
iogr-1369	4	30	begawan	begawan	PROPN
iogr-1369	4	31	,	,	PUNCT
iogr-1369	4	32	brunei	brunei	PROPN
iogr-1369	4	33	darussalam	darussalam	PROPN
iogr-1369	4	34	abstract	abstract	PROPN
iogr-1369	4	35	hydraulics	hydraulic	NOUN
iogr-1369	4	36	play	play	VERB
iogr-1369	4	37	a	a	DET
iogr-1369	4	38	crucial	crucial	ADJ
iogr-1369	4	39	role	role	NOUN
iogr-1369	4	40	in	in	ADP
iogr-1369	4	41	the	the	DET
iogr-1369	4	42	advancement	advancement	NOUN
iogr-1369	4	43	and	and	CCONJ
iogr-1369	4	44	enhancement	enhancement	NOUN
iogr-1369	4	45	of	of	ADP
iogr-1369	4	46	drilling	drilling	NOUN
iogr-1369	4	47	operations	operation	NOUN
iogr-1369	4	48	.	.	PUNCT
iogr-1369	5	1	the	the	DET
iogr-1369	5	2	utilization	utilization	NOUN
iogr-1369	5	3	of	of	ADP
iogr-1369	5	4	the	the	DET
iogr-1369	5	5	burgoyne	burgoyne	NOUN
iogr-1369	5	6	and	and	CCONJ
iogr-1369	5	7	young	young	ADJ
iogr-1369	5	8	models	model	NOUN
iogr-1369	5	9	for	for	ADP
iogr-1369	5	10	predicting	predict	VERB
iogr-1369	5	11	the	the	DET
iogr-1369	5	12	rate	rate	NOUN
iogr-1369	5	13	of	of	ADP
iogr-1369	5	14	penetration	penetration	NOUN
iogr-1369	5	15	(	(	PUNCT
iogr-1369	5	16	rop	rop	PROPN
iogr-1369	5	17	)	)	PUNCT
iogr-1369	5	18	and	and	CCONJ
iogr-1369	5	19	for	for	ADP
iogr-1369	5	20	the	the	DET
iogr-1369	5	21	refinement	refinement	NOUN
iogr-1369	5	22	of	of	ADP
iogr-1369	5	23	hydraulic	hydraulic	ADJ
iogr-1369	5	24	parameters	parameter	NOUN
iogr-1369	5	25	underscores	underscore	VERB
iogr-1369	5	26	the	the	DET
iogr-1369	5	27	critical	critical	ADJ
iogr-1369	5	28	importance	importance	NOUN
iogr-1369	5	29	of	of	ADP
iogr-1369	5	30	jet	jet	NOUN
iogr-1369	5	31	velocity	velocity	NOUN
iogr-1369	5	32	,	,	PUNCT
iogr-1369	5	33	jet	jet	NOUN
iogr-1369	5	34	impact	impact	NOUN
iogr-1369	5	35	force	force	NOUN
iogr-1369	5	36	(	(	PUNCT
iogr-1369	5	37	jif	jif	PROPN
iogr-1369	5	38	)	)	PUNCT
iogr-1369	5	39	,	,	PUNCT
iogr-1369	5	40	and	and	CCONJ
iogr-1369	5	41	equivalent	equivalent	ADJ
iogr-1369	5	42	circulation	circulation	NOUN
iogr-1369	5	43	density	density	NOUN
iogr-1369	5	44	(	(	PUNCT
iogr-1369	5	45	ecd	ecd	PROPN
iogr-1369	5	46	)	)	PUNCT
iogr-1369	5	47	.	.	PUNCT
iogr-1369	6	1	it	it	PRON
iogr-1369	6	2	is	be	AUX
iogr-1369	6	3	of	of	ADP
iogr-1369	6	4	utmost	utmost	ADJ
iogr-1369	6	5	importance	importance	NOUN
iogr-1369	6	6	to	to	PART
iogr-1369	6	7	optimize	optimize	VERB
iogr-1369	6	8	flow	flow	NOUN
iogr-1369	6	9	rates	rate	NOUN
iogr-1369	6	10	,	,	PUNCT
iogr-1369	6	11	as	as	SCONJ
iogr-1369	6	12	they	they	PRON
iogr-1369	6	13	have	have	VERB
iogr-1369	6	14	a	a	DET
iogr-1369	6	15	direct	direct	ADJ
iogr-1369	6	16	and	and	CCONJ
iogr-1369	6	17	significant	significant	ADJ
iogr-1369	6	18	impact	impact	NOUN
iogr-1369	6	19	on	on	ADP
iogr-1369	6	20	both	both	CCONJ
iogr-1369	6	21	the	the	DET
iogr-1369	6	22	impact	impact	NOUN
iogr-1369	6	23	force	force	NOUN
iogr-1369	6	24	and	and	CCONJ
iogr-1369	6	25	the	the	DET
iogr-1369	6	26	equivalent	equivalent	ADJ
iogr-1369	6	27	circulating	circulate	VERB
iogr-1369	6	28	density	density	NOUN
iogr-1369	6	29	of	of	ADP
iogr-1369	6	30	the	the	DET
iogr-1369	6	31	jets	jet	NOUN
iogr-1369	6	32	.	.	PUNCT
iogr-1369	7	1	consequently	consequently	ADV
iogr-1369	7	2	,	,	PUNCT
iogr-1369	7	3	this	this	DET
iogr-1369	7	4	paper	paper	NOUN
iogr-1369	7	5	aims	aim	VERB
iogr-1369	7	6	to	to	PART
iogr-1369	7	7	thoroughly	thoroughly	ADV
iogr-1369	7	8	examine	examine	VERB
iogr-1369	7	9	the	the	DET
iogr-1369	7	10	fundamental	fundamental	ADJ
iogr-1369	7	11	interrelations	interrelation	NOUN
iogr-1369	7	12	among	among	ADP
iogr-1369	7	13	various	various	ADJ
iogr-1369	7	14	parameters	parameter	NOUN
iogr-1369	7	15	,	,	PUNCT
iogr-1369	7	16	including	include	VERB
iogr-1369	7	17	ecd	ecd	PROPN
iogr-1369	7	18	,	,	PUNCT
iogr-1369	7	19	weight	weight	NOUN
iogr-1369	7	20	on	on	ADP
iogr-1369	7	21	bit	bit	NOUN
iogr-1369	7	22	(	(	PUNCT
iogr-1369	7	23	wob	wob	NOUN
iogr-1369	7	24	)	)	PUNCT
iogr-1369	7	25	,	,	PUNCT
iogr-1369	7	26	revolutions	revolution	NOUN
iogr-1369	7	27	per	per	ADP
iogr-1369	7	28	minute	minute	NOUN
iogr-1369	7	29	(	(	PUNCT
iogr-1369	7	30	rpm	rpm	NOUN
iogr-1369	7	31	)	)	PUNCT
iogr-1369	7	32	,	,	PUNCT
iogr-1369	7	33	and	and	CCONJ
iogr-1369	7	34	flow	flow	NOUN
iogr-1369	7	35	rate	rate	NOUN
iogr-1369	7	36	,	,	PUNCT
iogr-1369	7	37	as	as	ADV
iogr-1369	7	38	well	well	ADV
iogr-1369	7	39	as	as	ADP
iogr-1369	7	40	to	to	PART
iogr-1369	7	41	assess	assess	VERB
iogr-1369	7	42	and	and	CCONJ
iogr-1369	7	43	evaluate	evaluate	VERB
iogr-1369	7	44	how	how	SCONJ
iogr-1369	7	45	hydraulic	hydraulic	ADJ
iogr-1369	7	46	optimization	optimization	NOUN
iogr-1369	7	47	contributes	contribute	VERB
iogr-1369	7	48	to	to	ADP
iogr-1369	7	49	the	the	DET
iogr-1369	7	50	improvement	improvement	NOUN
iogr-1369	7	51	of	of	ADP
iogr-1369	7	52	drilling	drilling	NOUN
iogr-1369	7	53	efficiency	efficiency	NOUN
iogr-1369	7	54	.	.	PUNCT
iogr-1369	8	1	the	the	DET
iogr-1369	8	2	initial	initial	ADJ
iogr-1369	8	3	rate	rate	NOUN
iogr-1369	8	4	of	of	ADP
iogr-1369	8	5	penetration	penetration	NOUN
iogr-1369	8	6	has	have	AUX
iogr-1369	8	7	experienced	experience	VERB
iogr-1369	8	8	an	an	DET
iogr-1369	8	9	increase	increase	NOUN
iogr-1369	8	10	of	of	ADP
iogr-1369	8	11	tenfold	tenfold	NOUN
iogr-1369	8	12	,	,	PUNCT
iogr-1369	8	13	with	with	ADP
iogr-1369	8	14	the	the	DET
iogr-1369	8	15	smallest	small	ADJ
iogr-1369	8	16	recorded	record	VERB
iogr-1369	8	17	increase	increase	NOUN
iogr-1369	8	18	being	be	AUX
iogr-1369	8	19	1.65	1.65	NUM
iogr-1369	8	20	times	time	NOUN
iogr-1369	8	21	,	,	PUNCT
iogr-1369	8	22	indicating	indicate	VERB
iogr-1369	8	23	that	that	SCONJ
iogr-1369	8	24	rop	rop	PROPN
iogr-1369	8	25	has	have	AUX
iogr-1369	8	26	been	be	AUX
iogr-1369	8	27	effectively	effectively	ADV
iogr-1369	8	28	optimized	optimize	VERB
iogr-1369	8	29	as	as	ADP
iogr-1369	8	30	a	a	DET
iogr-1369	8	31	hydraulic	hydraulic	ADJ
iogr-1369	8	32	parameter	parameter	NOUN
iogr-1369	8	33	.	.	PUNCT
iogr-1369	9	1	the	the	DET
iogr-1369	9	2	findings	finding	NOUN
iogr-1369	9	3	of	of	ADP
iogr-1369	9	4	this	this	DET
iogr-1369	9	5	study	study	NOUN
iogr-1369	9	6	suggest	suggest	VERB
iogr-1369	9	7	a	a	DET
iogr-1369	9	8	substantial	substantial	ADJ
iogr-1369	9	9	enhancement	enhancement	NOUN
iogr-1369	9	10	in	in	ADP
iogr-1369	9	11	the	the	DET
iogr-1369	9	12	rate	rate	NOUN
iogr-1369	9	13	of	of	ADP
iogr-1369	9	14	penetration	penetration	NOUN
iogr-1369	9	15	due	due	ADP
iogr-1369	9	16	to	to	ADP
iogr-1369	9	17	hydraulic	hydraulic	ADJ
iogr-1369	9	18	optimization	optimization	NOUN
iogr-1369	9	19	,	,	PUNCT
iogr-1369	9	20	underscoring	underscore	VERB
iogr-1369	9	21	the	the	DET
iogr-1369	9	22	significance	significance	NOUN
iogr-1369	9	23	of	of	ADP
iogr-1369	9	24	flow	flow	NOUN
iogr-1369	9	25	rate	rate	NOUN
iogr-1369	9	26	in	in	ADP
iogr-1369	9	27	achieving	achieve	VERB
iogr-1369	9	28	optimal	optimal	ADJ
iogr-1369	9	29	drilling	drilling	NOUN
iogr-1369	9	30	outcomes	outcome	NOUN
iogr-1369	9	31	.	.	PUNCT
iogr-1369	10	1	this	this	DET
iogr-1369	10	2	research	research	NOUN
iogr-1369	10	3	highlights	highlight	VERB
iogr-1369	10	4	the	the	DET
iogr-1369	10	5	necessity	necessity	NOUN
iogr-1369	10	6	of	of	ADP
iogr-1369	10	7	a	a	DET
iogr-1369	10	8	well	well	ADV
iogr-1369	10	9	-	-	PUNCT
iogr-1369	10	10	planned	plan	VERB
iogr-1369	10	11	and	and	CCONJ
iogr-1369	10	12	executed	execute	VERB
iogr-1369	10	13	hydraulic	hydraulic	ADJ
iogr-1369	10	14	strategy	strategy	NOUN
iogr-1369	10	15	to	to	PART
iogr-1369	10	16	maximize	maximize	VERB
iogr-1369	10	17	drilling	drilling	NOUN
iogr-1369	10	18	efficiency	efficiency	NOUN
iogr-1369	10	19	and	and	CCONJ
iogr-1369	10	20	minimize	minimize	VERB
iogr-1369	10	21	operational	operational	ADJ
iogr-1369	10	22	challenges	challenge	NOUN
iogr-1369	10	23	.	.	PUNCT
iogr-1369	11	1	by	by	ADP
iogr-1369	11	2	understanding	understand	VERB
iogr-1369	11	3	and	and	CCONJ
iogr-1369	11	4	controlling	control	VERB
iogr-1369	11	5	the	the	DET
iogr-1369	11	6	interplay	interplay	NOUN
iogr-1369	11	7	between	between	ADP
iogr-1369	11	8	hydraulic	hydraulic	ADJ
iogr-1369	11	9	parameters	parameter	NOUN
iogr-1369	11	10	and	and	CCONJ
iogr-1369	11	11	drilling	drilling	NOUN
iogr-1369	11	12	performance	performance	NOUN
iogr-1369	11	13	,	,	PUNCT
iogr-1369	11	14	operators	operator	NOUN
iogr-1369	11	15	can	can	AUX
iogr-1369	11	16	achieve	achieve	VERB
iogr-1369	11	17	significant	significant	ADJ
iogr-1369	11	18	improvements	improvement	NOUN
iogr-1369	11	19	in	in	ADP
iogr-1369	11	20	drilling	drilling	NOUN
iogr-1369	11	21	speed	speed	NOUN
iogr-1369	11	22	and	and	CCONJ
iogr-1369	11	23	overall	overall	ADJ
iogr-1369	11	24	operational	operational	ADJ
iogr-1369	11	25	effectiveness	effectiveness	NOUN
iogr-1369	11	26	.	.	PUNCT
iogr-1369	12	1	introduction	introduction	NOUN
iogr-1369	12	2	the	the	DET
iogr-1369	12	3	drilling	drilling	NOUN
iogr-1369	12	4	operation	operation	NOUN
iogr-1369	12	5	represents	represent	VERB
iogr-1369	12	6	a	a	DET
iogr-1369	12	7	significant	significant	ADJ
iogr-1369	12	8	financial	financial	ADJ
iogr-1369	12	9	investment	investment	NOUN
iogr-1369	12	10	in	in	ADP
iogr-1369	12	11	the	the	DET
iogr-1369	12	12	process	process	NOUN
iogr-1369	12	13	of	of	ADP
iogr-1369	12	14	hydrocarbon	hydrocarbon	NOUN
iogr-1369	12	15	extraction	extraction	NOUN
iogr-1369	12	16	from	from	ADP
iogr-1369	12	17	beneath	beneath	ADP
iogr-1369	12	18	the	the	DET
iogr-1369	12	19	surface	surface	NOUN
iogr-1369	12	20	.	.	PUNCT
iogr-1369	13	1	therefore	therefore	ADV
iogr-1369	13	2	,	,	PUNCT
iogr-1369	13	3	enhancing	enhance	VERB
iogr-1369	13	4	drilling	drilling	NOUN
iogr-1369	13	5	efficiency	efficiency	NOUN
iogr-1369	13	6	by	by	ADP
iogr-1369	13	7	optimizing	optimize	VERB
iogr-1369	13	8	parameters	parameter	NOUN
iogr-1369	13	9	such	such	ADJ
iogr-1369	13	10	as	as	ADP
iogr-1369	13	11	weight	weight	NOUN
iogr-1369	13	12	on	on	ADP
iogr-1369	13	13	bit	bit	NOUN
iogr-1369	13	14	is	be	AUX
iogr-1369	13	15	crucial	crucial	ADJ
iogr-1369	13	16	,	,	PUNCT
iogr-1369	13	17	as	as	SCONJ
iogr-1369	13	18	it	it	PRON
iogr-1369	13	19	affects	affect	VERB
iogr-1369	13	20	the	the	DET
iogr-1369	13	21	rate	rate	NOUN
iogr-1369	13	22	of	of	ADP
iogr-1369	13	23	penetration	penetration	NOUN
iogr-1369	13	24	.	.	PUNCT
iogr-1369	14	1	however	however	ADV
iogr-1369	14	2	,	,	PUNCT
iogr-1369	14	3	it	it	PRON
iogr-1369	14	4	is	be	AUX
iogr-1369	14	5	important	important	ADJ
iogr-1369	14	6	to	to	PART
iogr-1369	14	7	note	note	VERB
iogr-1369	14	8	that	that	SCONJ
iogr-1369	14	9	increasing	increase	VERB
iogr-1369	14	10	the	the	DET
iogr-1369	14	11	weight	weight	NOUN
iogr-1369	14	12	on	on	ADP
iogr-1369	14	13	bit	bit	NOUN
iogr-1369	14	14	does	do	AUX
iogr-1369	14	15	not	not	PART
iogr-1369	14	16	always	always	ADV
iogr-1369	14	17	correlate	correlate	VERB
iogr-1369	14	18	with	with	ADP
iogr-1369	14	19	improved	improved	ADJ
iogr-1369	14	20	penetration	penetration	NOUN
iogr-1369	14	21	rates	rate	NOUN
iogr-1369	14	22	.	.	PUNCT
iogr-1369	15	1	in	in	ADP
iogr-1369	15	2	softer	soft	ADJ
iogr-1369	15	3	formations	formation	NOUN
iogr-1369	15	4	,	,	PUNCT
iogr-1369	15	5	additional	additional	ADJ
iogr-1369	15	6	weight	weight	NOUN
iogr-1369	15	7	can	can	AUX
iogr-1369	15	8	lead	lead	VERB
iogr-1369	15	9	to	to	ADP
iogr-1369	15	10	higher	high	ADJ
iogr-1369	15	11	torque	torque	NOUN
iogr-1369	15	12	,	,	PUNCT
iogr-1369	15	13	while	while	SCONJ
iogr-1369	15	14	in	in	ADP
iogr-1369	15	15	harder	hard	ADJ
iogr-1369	15	16	formations	formation	NOUN
iogr-1369	15	17	,	,	PUNCT
iogr-1369	15	18	it	it	PRON
iogr-1369	15	19	may	may	AUX
iogr-1369	15	20	adversely	adversely	ADV
iogr-1369	15	21	affect	affect	VERB
iogr-1369	15	22	the	the	DET
iogr-1369	15	23	bit	bit	NOUN
iogr-1369	15	24	life	life	NOUN
iogr-1369	15	25	(	(	PUNCT
iogr-1369	15	26	al	al	PROPN
iogr-1369	15	27	-	-	PUNCT
iogr-1369	15	28	mahasneh	mahasneh	PROPN
iogr-1369	15	29	2017	2017	NUM
iogr-1369	15	30	)	)	PUNCT
iogr-1369	15	31	.	.	PUNCT
iogr-1369	16	1	increasing	increase	VERB
iogr-1369	16	2	weight	weight	NOUN
iogr-1369	16	3	on	on	ADP
iogr-1369	16	4	bit	bit	NOUN
iogr-1369	16	5	(	(	PUNCT
iogr-1369	16	6	wob	wob	NOUN
iogr-1369	16	7	)	)	PUNCT
iogr-1369	16	8	sometimes	sometimes	ADV
iogr-1369	16	9	resulted	result	VERB
iogr-1369	16	10	in	in	ADP
iogr-1369	16	11	the	the	DET
iogr-1369	16	12	reduction	reduction	NOUN
iogr-1369	16	13	of	of	ADP
iogr-1369	16	14	rate	rate	NOUN
iogr-1369	16	15	of	of	ADP
iogr-1369	16	16	penetration	penetration	NOUN
iogr-1369	16	17	because	because	SCONJ
iogr-1369	16	18	of	of	ADP
iogr-1369	16	19	the	the	DET
iogr-1369	16	20	bit	bit	NOUN
iogr-1369	16	21	foundering	foundering	ADJ
iogr-1369	16	22	effect	effect	NOUN
iogr-1369	16	23	and	and	CCONJ
iogr-1369	16	24	that	that	PRON
iogr-1369	16	25	means	mean	VERB
iogr-1369	16	26	increasing	increase	VERB
iogr-1369	16	27	wob	wob	NOUN
iogr-1369	16	28	breaks	break	VERB
iogr-1369	16	29	the	the	DET
iogr-1369	16	30	rock	rock	NOUN
iogr-1369	16	31	cuttings	cutting	NOUN
iogr-1369	16	32	and	and	CCONJ
iogr-1369	16	33	enhances	enhance	VERB
iogr-1369	16	34	rate	rate	NOUN
iogr-1369	16	35	of	of	ADP
iogr-1369	16	36	penetration	penetration	NOUN
iogr-1369	16	37	,	,	PUNCT
iogr-1369	16	38	rate	rate	NOUN
iogr-1369	16	39	of	of	ADP
iogr-1369	16	40	penetration	penetration	NOUN
iogr-1369	16	41	(	(	PUNCT
iogr-1369	16	42	rop	rop	PROPN
iogr-1369	16	43	)	)	PUNCT
iogr-1369	16	44	up	up	ADP
iogr-1369	16	45	to	to	ADP
iogr-1369	16	46	the	the	DET
iogr-1369	16	47	founder	founder	NOUN
iogr-1369	16	48	point	point	NOUN
iogr-1369	16	49	and	and	CCONJ
iogr-1369	16	50	wob	wob	NOUN
iogr-1369	16	51	causes	cause	VERB
iogr-1369	16	52	an	an	DET
iogr-1369	16	53	excess	excess	ADJ
iogr-1369	16	54	damage	damage	NOUN
iogr-1369	16	55	to	to	ADP
iogr-1369	16	56	the	the	DET
iogr-1369	16	57	bit	bit	NOUN
iogr-1369	16	58	and	and	CCONJ
iogr-1369	16	59	lowers	lower	VERB
iogr-1369	16	60	the	the	DET
iogr-1369	16	61	rop	rop	NOUN
iogr-1369	16	62	(	(	PUNCT
iogr-1369	16	63	islam	islam	PROPN
iogr-1369	16	64	and	and	CCONJ
iogr-1369	16	65	hossain	hossain	PROPN
iogr-1369	16	66	2021	2021	NUM
iogr-1369	16	67	)	)	PUNCT
iogr-1369	16	68	.	.	PUNCT
iogr-1369	17	1	whereas	whereas	SCONJ
iogr-1369	17	2	hydraulic	hydraulic	ADJ
iogr-1369	17	3	optimization	optimization	NOUN
iogr-1369	17	4	mainly	mainly	ADV
iogr-1369	17	5	discussed	discuss	VERB
iogr-1369	17	6	the	the	DET
iogr-1369	17	7	optimizing	optimizing	NOUN
iogr-1369	17	8	of	of	ADP
iogr-1369	17	9	pump	pump	NOUN
iogr-1369	17	10	pressure	pressure	NOUN
iogr-1369	17	11	while	while	SCONJ
iogr-1369	17	12	maintaining	maintain	VERB
iogr-1369	17	13	high	high	ADJ
iogr-1369	17	14	enough	enough	ADJ
iogr-1369	17	15	flow	flow	NOUN
iogr-1369	17	16	rate	rate	NOUN
iogr-1369	17	17	to	to	PART
iogr-1369	17	18	carry	carry	VERB
iogr-1369	17	19	the	the	DET
iogr-1369	17	20	rock	rock	NOUN
iogr-1369	17	21	cuttings	cutting	NOUN
iogr-1369	17	22	to	to	ADP
iogr-1369	17	23	the	the	DET
iogr-1369	17	24	surface	surface	NOUN
iogr-1369	17	25	(	(	PUNCT
iogr-1369	17	26	mustafa	mustafa	PROPN
iogr-1369	17	27	et	et	PROPN
iogr-1369	17	28	al	al	PROPN
iogr-1369	17	29	.	.	PROPN
iogr-1369	17	30	2021	2021	NUM
iogr-1369	17	31	;	;	PUNCT
iogr-1369	17	32	song	song	NOUN
iogr-1369	17	33	et	et	PROPN
iogr-1369	17	34	al	al	PROPN
iogr-1369	17	35	.	.	PROPN
iogr-1369	17	36	2022	2022	NUM
iogr-1369	17	37	)	)	PUNCT
iogr-1369	17	38	.	.	PUNCT
iogr-1369	18	1	one	one	NUM
iogr-1369	18	2	way	way	NOUN
iogr-1369	18	3	to	to	PART
iogr-1369	18	4	optimize	optimize	VERB
iogr-1369	18	5	the	the	DET
iogr-1369	18	6	rig	rig	NOUN
iogr-1369	18	7	hydraulic	hydraulic	NOUN
iogr-1369	18	8	is	be	AUX
iogr-1369	18	9	to	to	PART
iogr-1369	18	10	improve	improve	VERB
iogr-1369	18	11	the	the	DET
iogr-1369	18	12	bit	bit	NOUN
iogr-1369	18	13	design	design	NOUN
iogr-1369	18	14	,	,	PUNCT
iogr-1369	18	15	which	which	PRON
iogr-1369	18	16	means	mean	VERB
iogr-1369	18	17	optimizing	optimize	VERB
iogr-1369	18	18	the	the	DET
iogr-1369	18	19	nozzle	nozzle	NOUN
iogr-1369	18	20	diameter	diameter	NOUN
iogr-1369	18	21	while	while	SCONJ
iogr-1369	18	22	minimizing	minimize	VERB
iogr-1369	18	23	the	the	DET
iogr-1369	18	24	frictional	frictional	ADJ
iogr-1369	18	25	pressure	pressure	NOUN
iogr-1369	18	26	drop	drop	NOUN
iogr-1369	18	27	to	to	PART
iogr-1369	18	28	obtain	obtain	VERB
iogr-1369	18	29	an	an	DET
iogr-1369	18	30	optimum	optimum	ADJ
iogr-1369	18	31	jet	jet	NOUN
iogr-1369	18	32	impact	impact	NOUN
iogr-1369	18	33	force	force	NOUN
iogr-1369	18	34	(	(	PUNCT
iogr-1369	18	35	jif	jif	PROPN
iogr-1369	18	36	)	)	PUNCT
iogr-1369	18	37	(	(	PUNCT
iogr-1369	18	38	ramsey	ramsey	NOUN
iogr-1369	18	39	2019	2019	NUM
iogr-1369	18	40	)	)	PUNCT
iogr-1369	18	41	.	.	PUNCT
iogr-1369	19	1	in	in	ADP
iogr-1369	19	2	addition	addition	NOUN
iogr-1369	19	3	,	,	PUNCT
iogr-1369	19	4	it	it	PRON
iogr-1369	19	5	was	be	AUX
iogr-1369	19	6	suggested	suggest	VERB
iogr-1369	19	7	by	by	ADP
iogr-1369	19	8	different	different	ADJ
iogr-1369	19	9	scholars	scholar	NOUN
iogr-1369	19	10	(	(	PUNCT
iogr-1369	19	11	longwa	longwa	PROPN
iogr-1369	19	12	milia	milia	PROPN
iogr-1369	19	13	2008	2008	NUM
iogr-1369	19	14	;	;	PUNCT
iogr-1369	19	15	gulraiz	gulraiz	NOUN
iogr-1369	19	16	and	and	CCONJ
iogr-1369	19	17	gray	gray	ADJ
iogr-1369	19	18	2020	2020	NUM
iogr-1369	19	19	;	;	PUNCT
iogr-1369	19	20	yavari	yavari	PROPN
iogr-1369	19	21	2023	2023	NUM
iogr-1369	19	22	)	)	PUNCT
iogr-1369	19	23	that	that	SCONJ
iogr-1369	19	24	the	the	DET
iogr-1369	19	25	optimum	optimum	ADJ
iogr-1369	19	26	pressure	pressure	NOUN
iogr-1369	19	27	drop	drop	NOUN
iogr-1369	19	28	across	across	ADP
iogr-1369	19	29	a	a	DET
iogr-1369	19	30	polycrystalline	polycrystalline	ADJ
iogr-1369	19	31	diamond	diamond	NOUN
iogr-1369	19	32	compact	compact	ADJ
iogr-1369	19	33	(	(	PUNCT
iogr-1369	19	34	pdc	pdc	PROPN
iogr-1369	19	35	)	)	PUNCT
iogr-1369	19	36	bit	bit	NOUN
iogr-1369	19	37	should	should	AUX
iogr-1369	19	38	be	be	AUX
iogr-1369	19	39	46	46	NUM
iogr-1369	19	40	%	%	NOUN
iogr-1369	19	41	of	of	ADP
iogr-1369	19	42	the	the	DET
iogr-1369	19	43	pump	pump	NOUN
iogr-1369	19	44	pressure	pressure	NOUN
iogr-1369	19	45	,	,	PUNCT
iogr-1369	19	46	therefore	therefore	ADV
iogr-1369	19	47	higher	high	ADJ
iogr-1369	19	48	rop	rop	NOUN
iogr-1369	19	49	is	be	AUX
iogr-1369	19	50	achieved	achieve	VERB
iogr-1369	19	51	when	when	SCONJ
iogr-1369	19	52	the	the	DET
iogr-1369	19	53	pressure	pressure	NOUN
iogr-1369	19	54	drop	drop	NOUN
iogr-1369	19	55	is	be	AUX
iogr-1369	19	56	higher	high	ADJ
iogr-1369	19	57	than	than	ADP
iogr-1369	19	58	50	50	NUM
iogr-1369	19	59	%	%	NOUN
iogr-1369	19	60	of	of	ADP
iogr-1369	19	61	the	the	DET
iogr-1369	19	62	total	total	ADJ
iogr-1369	19	63	pump	pump	NOUN
iogr-1369	19	64	pressure	pressure	NOUN
iogr-1369	19	65	,	,	PUNCT
iogr-1369	19	66	and	and	CCONJ
iogr-1369	19	67	hydraulic	hydraulic	ADJ
iogr-1369	19	68	horsepower	horsepower	NOUN
iogr-1369	19	69	is	be	AUX
iogr-1369	19	70	higher	high	ADJ
iogr-1369	19	71	than	than	ADP
iogr-1369	19	72	65	65	NUM
iogr-1369	19	73	%	%	NOUN
iogr-1369	19	74	of	of	ADP
iogr-1369	19	75	the	the	DET
iogr-1369	19	76	standpipe	standpipe	NOUN
iogr-1369	19	77	pressure	pressure	NOUN
iogr-1369	19	78	,	,	PUNCT
iogr-1369	19	79	another	another	DET
iogr-1369	19	80	property	property	NOUN
iogr-1369	19	81	should	should	AUX
iogr-1369	19	82	be	be	AUX
iogr-1369	19	83	considered	consider	VERB
iogr-1369	19	84	is	be	AUX
iogr-1369	19	85	mailto:dike.chukwuebuka@futo.edu.ng	mailto:dike.chukwuebuka@futo.edu.ng	PRON
iogr-1369	19	86	improved	improve	VERB
iogr-1369	19	87	oil	oil	NOUN
iogr-1369	19	88	and	and	CCONJ
iogr-1369	19	89	gas	gas	NOUN
iogr-1369	19	90	recovery	recovery	NOUN
iogr-1369	19	91	2	2	NUM
iogr-1369	19	92	the	the	DET
iogr-1369	19	93	effect	effect	NOUN
iogr-1369	19	94	of	of	ADP
iogr-1369	19	95	thixotropy	thixotropy	NOUN
iogr-1369	19	96	on	on	ADP
iogr-1369	19	97	the	the	DET
iogr-1369	19	98	drilling	drilling	NOUN
iogr-1369	19	99	hydraulics	hydraulic	NOUN
iogr-1369	19	100	,	,	PUNCT
iogr-1369	19	101	where	where	SCONJ
iogr-1369	19	102	the	the	DET
iogr-1369	19	103	changes	change	NOUN
iogr-1369	19	104	in	in	ADP
iogr-1369	19	105	shear	shear	NOUN
iogr-1369	19	106	rate	rate	NOUN
iogr-1369	19	107	results	result	NOUN
iogr-1369	19	108	in	in	ADP
iogr-1369	19	109	the	the	DET
iogr-1369	19	110	fluctuations	fluctuation	NOUN
iogr-1369	19	111	in	in	ADP
iogr-1369	19	112	the	the	DET
iogr-1369	19	113	annular	annular	ADJ
iogr-1369	19	114	pressure	pressure	NOUN
iogr-1369	19	115	losses	loss	NOUN
iogr-1369	19	116	.	.	PUNCT
iogr-1369	20	1	additionally	additionally	ADV
iogr-1369	20	2	,	,	PUNCT
iogr-1369	20	3	geo	geo	PROPN
iogr-1369	20	4	-	-	PUNCT
iogr-1369	20	5	mechanical	mechanical	ADJ
iogr-1369	20	6	properties	property	NOUN
iogr-1369	20	7	of	of	ADP
iogr-1369	20	8	the	the	DET
iogr-1369	20	9	formation	formation	NOUN
iogr-1369	20	10	play	play	VERB
iogr-1369	20	11	a	a	DET
iogr-1369	20	12	significant	significant	ADJ
iogr-1369	20	13	role	role	NOUN
iogr-1369	20	14	such	such	ADJ
iogr-1369	20	15	as	as	ADP
iogr-1369	20	16	torque	torque	NOUN
iogr-1369	20	17	and	and	CCONJ
iogr-1369	20	18	drag	drag	VERB
iogr-1369	20	19	of	of	ADP
iogr-1369	20	20	the	the	DET
iogr-1369	20	21	drill	drill	NOUN
iogr-1369	20	22	string	string	NOUN
iogr-1369	20	23	,	,	PUNCT
iogr-1369	20	24	drilling	drilling	NOUN
iogr-1369	20	25	vibrations	vibration	NOUN
iogr-1369	20	26	,	,	PUNCT
iogr-1369	20	27	hole	hole	NOUN
iogr-1369	20	28	cleaning	cleaning	NOUN
iogr-1369	20	29	,	,	PUNCT
iogr-1369	20	30	to	to	PART
iogr-1369	20	31	achieve	achieve	VERB
iogr-1369	20	32	more	more	ADV
iogr-1369	20	33	accurate	accurate	ADJ
iogr-1369	20	34	rop	rop	NOUN
iogr-1369	20	35	from	from	ADP
iogr-1369	20	36	the	the	DET
iogr-1369	20	37	estimation	estimation	NOUN
iogr-1369	20	38	models	model	NOUN
iogr-1369	20	39	(	(	PUNCT
iogr-1369	20	40	li	li	PROPN
iogr-1369	20	41	2023	2023	NUM
iogr-1369	20	42	)	)	PUNCT
iogr-1369	20	43	.	.	PUNCT
iogr-1369	21	1	a	a	DET
iogr-1369	21	2	comprehensive	comprehensive	ADJ
iogr-1369	21	3	understanding	understanding	NOUN
iogr-1369	21	4	of	of	ADP
iogr-1369	21	5	the	the	DET
iogr-1369	21	6	performance	performance	NOUN
iogr-1369	21	7	and	and	CCONJ
iogr-1369	21	8	wear	wear	VERB
iogr-1369	21	9	characteristics	characteristic	NOUN
iogr-1369	21	10	associated	associate	VERB
iogr-1369	21	11	with	with	ADP
iogr-1369	21	12	several	several	ADJ
iogr-1369	21	13	types	type	NOUN
iogr-1369	21	14	of	of	ADP
iogr-1369	21	15	drilling	drilling	NOUN
iogr-1369	21	16	bits	bit	NOUN
iogr-1369	21	17	is	be	AUX
iogr-1369	21	18	crucial	crucial	ADJ
iogr-1369	21	19	for	for	ADP
iogr-1369	21	20	enhancing	enhance	VERB
iogr-1369	21	21	drilling	drilling	NOUN
iogr-1369	21	22	efficiency	efficiency	NOUN
iogr-1369	21	23	and	and	CCONJ
iogr-1369	21	24	minimizing	minimize	VERB
iogr-1369	21	25	operational	operational	ADJ
iogr-1369	21	26	costs	cost	NOUN
iogr-1369	21	27	.	.	PUNCT
iogr-1369	22	1	pdc	pdc	PROPN
iogr-1369	22	2	bits	bit	NOUN
iogr-1369	22	3	are	be	AUX
iogr-1369	22	4	subjected	subject	VERB
iogr-1369	22	5	to	to	ADP
iogr-1369	22	6	both	both	CCONJ
iogr-1369	22	7	axial	axial	ADJ
iogr-1369	22	8	and	and	CCONJ
iogr-1369	22	9	torsional	torsional	ADJ
iogr-1369	22	10	impacts	impact	NOUN
iogr-1369	22	11	during	during	ADP
iogr-1369	22	12	the	the	DET
iogr-1369	22	13	drilling	drilling	NOUN
iogr-1369	22	14	process	process	NOUN
iogr-1369	22	15	(	(	PUNCT
iogr-1369	22	16	huang	huang	PROPN
iogr-1369	22	17	and	and	CCONJ
iogr-1369	22	18	li	li	PROPN
iogr-1369	22	19	2018	2018	NUM
iogr-1369	22	20	)	)	PUNCT
iogr-1369	22	21	.	.	PUNCT
iogr-1369	23	1	research	research	NOUN
iogr-1369	23	2	indicated	indicate	VERB
iogr-1369	23	3	that	that	SCONJ
iogr-1369	23	4	as	as	ADP
iogr-1369	23	5	the	the	DET
iogr-1369	23	6	duration	duration	NOUN
iogr-1369	23	7	of	of	ADP
iogr-1369	23	8	impact	impact	NOUN
iogr-1369	23	9	increases	increase	NOUN
iogr-1369	23	10	,	,	PUNCT
iogr-1369	23	11	the	the	DET
iogr-1369	23	12	average	average	ADJ
iogr-1369	23	13	torque	torque	NOUN
iogr-1369	23	14	tends	tend	VERB
iogr-1369	23	15	to	to	PART
iogr-1369	23	16	decrease	decrease	VERB
iogr-1369	23	17	,	,	PUNCT
iogr-1369	23	18	and	and	CCONJ
iogr-1369	23	19	higher	high	ADJ
iogr-1369	23	20	impact	impact	NOUN
iogr-1369	23	21	speeds	speed	NOUN
iogr-1369	23	22	further	far	ADV
iogr-1369	23	23	enhance	enhance	VERB
iogr-1369	23	24	rock	rock	NOUN
iogr-1369	23	25	-	-	PUNCT
iogr-1369	23	26	breaking	break	VERB
iogr-1369	23	27	efficiency	efficiency	NOUN
iogr-1369	23	28	.	.	PUNCT
iogr-1369	24	1	additionally	additionally	ADV
iogr-1369	24	2	,	,	PUNCT
iogr-1369	24	3	roller	roller	NOUN
iogr-1369	24	4	cone	cone	NOUN
iogr-1369	24	5	bits	bit	NOUN
iogr-1369	24	6	are	be	AUX
iogr-1369	24	7	susceptible	susceptible	ADJ
iogr-1369	24	8	to	to	ADP
iogr-1369	24	9	damage	damage	NOUN
iogr-1369	24	10	and	and	CCONJ
iogr-1369	24	11	wear	wear	VERB
iogr-1369	24	12	,	,	PUNCT
iogr-1369	24	13	especially	especially	ADV
iogr-1369	24	14	at	at	ADP
iogr-1369	24	15	the	the	DET
iogr-1369	24	16	shoulder	shoulder	NOUN
iogr-1369	24	17	of	of	ADP
iogr-1369	24	18	the	the	DET
iogr-1369	24	19	rubber	rubber	NOUN
iogr-1369	24	20	ring	ring	NOUN
iogr-1369	24	21	and	and	CCONJ
iogr-1369	24	22	the	the	DET
iogr-1369	24	23	sealing	sealing	NOUN
iogr-1369	24	24	face	face	NOUN
iogr-1369	24	25	of	of	ADP
iogr-1369	24	26	the	the	DET
iogr-1369	24	27	metal	metal	NOUN
iogr-1369	24	28	ring	ring	NOUN
iogr-1369	24	29	,	,	PUNCT
iogr-1369	24	30	primarily	primarily	ADV
iogr-1369	24	31	due	due	ADP
iogr-1369	24	32	to	to	ADP
iogr-1369	24	33	elevated	elevated	ADJ
iogr-1369	24	34	shear	shear	NOUN
iogr-1369	24	35	stress	stress	NOUN
iogr-1369	24	36	encountered	encounter	VERB
iogr-1369	24	37	during	during	ADP
iogr-1369	24	38	drilling	drilling	NOUN
iogr-1369	24	39	activities	activity	NOUN
iogr-1369	24	40	.	.	PUNCT
iogr-1369	25	1	consequently	consequently	ADV
iogr-1369	25	2	,	,	PUNCT
iogr-1369	25	3	the	the	DET
iogr-1369	25	4	wear	wear	NOUN
iogr-1369	25	5	of	of	ADP
iogr-1369	25	6	roller	roller	NOUN
iogr-1369	25	7	cone	cone	NOUN
iogr-1369	25	8	bits	bit	NOUN
iogr-1369	25	9	has	have	VERB
iogr-1369	25	10	a	a	DET
iogr-1369	25	11	direct	direct	ADJ
iogr-1369	25	12	effect	effect	NOUN
iogr-1369	25	13	on	on	ADP
iogr-1369	25	14	the	the	DET
iogr-1369	25	15	overall	overall	ADJ
iogr-1369	25	16	efficiency	efficiency	NOUN
iogr-1369	25	17	of	of	ADP
iogr-1369	25	18	the	the	DET
iogr-1369	25	19	drilling	drilling	NOUN
iogr-1369	25	20	operation	operation	NOUN
iogr-1369	25	21	(	(	PUNCT
iogr-1369	25	22	darwesh	darwesh	NOUN
iogr-1369	25	23	et	et	PROPN
iogr-1369	25	24	al	al	PROPN
iogr-1369	25	25	.	.	PROPN
iogr-1369	25	26	2020	2020	NUM
iogr-1369	25	27	.	.	PUNCT
iogr-1369	25	28	)	)	PUNCT
iogr-1369	25	29	.	.	PUNCT
iogr-1369	26	1	the	the	DET
iogr-1369	26	2	rate	rate	NOUN
iogr-1369	26	3	of	of	ADP
iogr-1369	26	4	penetration	penetration	NOUN
iogr-1369	26	5	is	be	AUX
iogr-1369	26	6	influenced	influence	VERB
iogr-1369	26	7	by	by	ADP
iogr-1369	26	8	multiple	multiple	ADJ
iogr-1369	26	9	factors	factor	NOUN
iogr-1369	26	10	,	,	PUNCT
iogr-1369	26	11	including	include	VERB
iogr-1369	26	12	wob	wob	NOUN
iogr-1369	26	13	,	,	PUNCT
iogr-1369	26	14	rotary	rotary	NOUN
iogr-1369	26	15	speed	speed	NOUN
iogr-1369	26	16	,	,	PUNCT
iogr-1369	26	17	depth	depth	NOUN
iogr-1369	26	18	,	,	PUNCT
iogr-1369	26	19	formation	formation	NOUN
iogr-1369	26	20	strength	strength	NOUN
iogr-1369	26	21	,	,	PUNCT
iogr-1369	26	22	and	and	CCONJ
iogr-1369	26	23	hydraulic	hydraulic	ADJ
iogr-1369	26	24	conditions	condition	NOUN
iogr-1369	26	25	,	,	PUNCT
iogr-1369	26	26	leading	lead	VERB
iogr-1369	26	27	to	to	ADP
iogr-1369	26	28	the	the	DET
iogr-1369	26	29	development	development	NOUN
iogr-1369	26	30	of	of	ADP
iogr-1369	26	31	various	various	ADJ
iogr-1369	26	32	mathematical	mathematical	ADJ
iogr-1369	26	33	models	model	NOUN
iogr-1369	26	34	aimed	aim	VERB
iogr-1369	26	35	at	at	ADP
iogr-1369	26	36	predicting	predict	VERB
iogr-1369	26	37	the	the	DET
iogr-1369	26	38	rate	rate	NOUN
iogr-1369	26	39	of	of	ADP
iogr-1369	26	40	penetration	penetration	NOUN
iogr-1369	26	41	(	(	PUNCT
iogr-1369	26	42	tanko	tanko	PROPN
iogr-1369	26	43	2020	2020	NUM
iogr-1369	26	44	)	)	PUNCT
iogr-1369	26	45	.	.	PUNCT
iogr-1369	27	1	among	among	ADP
iogr-1369	27	2	these	these	PRON
iogr-1369	27	3	,	,	PUNCT
iogr-1369	27	4	the	the	DET
iogr-1369	27	5	burgoyne	burgoyne	PROPN
iogr-1369	27	6	and	and	CCONJ
iogr-1369	27	7	young	young	ADJ
iogr-1369	27	8	model	model	NOUN
iogr-1369	27	9	stands	stand	VERB
iogr-1369	27	10	out	out	ADP
iogr-1369	27	11	as	as	ADP
iogr-1369	27	12	one	one	NUM
iogr-1369	27	13	of	of	ADP
iogr-1369	27	14	the	the	DET
iogr-1369	27	15	most	most	ADV
iogr-1369	27	16	comprehensive	comprehensive	ADJ
iogr-1369	27	17	for	for	ADP
iogr-1369	27	18	forecasting	forecast	VERB
iogr-1369	27	19	the	the	DET
iogr-1369	27	20	rate	rate	NOUN
iogr-1369	27	21	of	of	ADP
iogr-1369	27	22	penetration	penetration	NOUN
iogr-1369	27	23	for	for	ADP
iogr-1369	27	24	roller	roller	NOUN
iogr-1369	27	25	cone	cone	NOUN
iogr-1369	27	26	bits	bit	NOUN
iogr-1369	27	27	(	(	PUNCT
iogr-1369	27	28	li	li	PROPN
iogr-1369	27	29	et	et	PROPN
iogr-1369	27	30	al	al	PROPN
iogr-1369	27	31	.	.	PROPN
iogr-1369	27	32	2023	2023	NUM
iogr-1369	27	33	;	;	PUNCT
iogr-1369	27	34	huang	huang	PROPN
iogr-1369	27	35	and	and	CCONJ
iogr-1369	27	36	li	li	PROPN
iogr-1369	27	37	2018	2018	NUM
iogr-1369	27	38	)	)	PUNCT
iogr-1369	27	39	.	.	PUNCT
iogr-1369	28	1	darwesh	darwesh	NOUN
iogr-1369	28	2	et	et	PROPN
iogr-1369	28	3	al	al	PROPN
iogr-1369	28	4	.	.	PROPN
iogr-1369	29	1	(	(	PUNCT
iogr-1369	29	2	2020	2020	NUM
iogr-1369	29	3	)	)	PUNCT
iogr-1369	29	4	have	have	AUX
iogr-1369	29	5	suggested	suggest	VERB
iogr-1369	29	6	normalization	normalization	NOUN
iogr-1369	29	7	factor	factor	NOUN
iogr-1369	29	8	values	value	NOUN
iogr-1369	29	9	of	of	ADP
iogr-1369	29	10	11200	11200	NUM
iogr-1369	29	11	,	,	PUNCT
iogr-1369	29	12	9	9	NUM
iogr-1369	29	13	,	,	PUNCT
iogr-1369	29	14	4	4	NUM
iogr-1369	29	15	,	,	PUNCT
iogr-1369	29	16	and	and	CCONJ
iogr-1369	29	17	1000	1000	NUM
iogr-1369	29	18	for	for	ADP
iogr-1369	29	19	the	the	DET
iogr-1369	29	20	true	true	ADJ
iogr-1369	29	21	vertical	vertical	ADJ
iogr-1369	29	22	depth	depth	NOUN
iogr-1369	29	23	(	(	PUNCT
iogr-1369	29	24	tvd	tvd	NOUN
iogr-1369	29	25	)	)	PUNCT
iogr-1369	29	26	,	,	PUNCT
iogr-1369	29	27	equivalent	equivalent	ADJ
iogr-1369	29	28	pore	pore	ADJ
iogr-1369	29	29	pressure	pressure	NOUN
iogr-1369	29	30	,	,	PUNCT
iogr-1369	29	31	weight	weight	NOUN
iogr-1369	29	32	on	on	ADP
iogr-1369	29	33	bit	bit	NOUN
iogr-1369	29	34	per	per	ADP
iogr-1369	29	35	inch	inch	NOUN
iogr-1369	29	36	of	of	ADP
iogr-1369	29	37	bit	bit	NOUN
iogr-1369	29	38	diameter	diameter	NOUN
iogr-1369	29	39	,	,	PUNCT
iogr-1369	29	40	and	and	CCONJ
iogr-1369	29	41	jet	jet	NOUN
iogr-1369	29	42	impact	impact	NOUN
iogr-1369	29	43	force	force	NOUN
iogr-1369	29	44	,	,	PUNCT
iogr-1369	29	45	respectively	respectively	ADV
iogr-1369	29	46	.	.	PUNCT
iogr-1369	30	1	additionally	additionally	ADV
iogr-1369	30	2	,	,	PUNCT
iogr-1369	30	3	the	the	DET
iogr-1369	30	4	concept	concept	NOUN
iogr-1369	30	5	of	of	ADP
iogr-1369	30	6	mechanical	mechanical	ADJ
iogr-1369	30	7	specific	specific	ADJ
iogr-1369	30	8	energy	energy	NOUN
iogr-1369	30	9	(	(	PUNCT
iogr-1369	30	10	mse	mse	NOUN
iogr-1369	30	11	)	)	PUNCT
iogr-1369	30	12	,	,	PUNCT
iogr-1369	30	13	initially	initially	ADV
iogr-1369	30	14	was	be	AUX
iogr-1369	30	15	introduced	introduce	VERB
iogr-1369	30	16	(	(	PUNCT
iogr-1369	30	17	tanko	tanko	PROPN
iogr-1369	30	18	2020	2020	NUM
iogr-1369	30	19	)	)	PUNCT
iogr-1369	30	20	and	and	CCONJ
iogr-1369	30	21	has	have	AUX
iogr-1369	30	22	gained	gain	VERB
iogr-1369	30	23	significant	significant	ADJ
iogr-1369	30	24	traction	traction	NOUN
iogr-1369	30	25	in	in	ADP
iogr-1369	30	26	enhancing	enhance	VERB
iogr-1369	30	27	drilling	drilling	NOUN
iogr-1369	30	28	efficiency	efficiency	NOUN
iogr-1369	30	29	and	and	CCONJ
iogr-1369	30	30	has	have	AUX
iogr-1369	30	31	proven	prove	VERB
iogr-1369	30	32	effective	effective	ADJ
iogr-1369	30	33	in	in	ADP
iogr-1369	30	34	real	real	ADJ
iogr-1369	30	35	-	-	PUNCT
iogr-1369	30	36	time	time	NOUN
iogr-1369	30	37	estimation	estimation	NOUN
iogr-1369	30	38	of	of	ADP
iogr-1369	30	39	optimal	optimal	ADJ
iogr-1369	30	40	wob	wob	NOUN
iogr-1369	30	41	while	while	SCONJ
iogr-1369	30	42	varying	vary	VERB
iogr-1369	30	43	revolutions	revolution	NOUN
iogr-1369	30	44	per	per	ADP
iogr-1369	30	45	minute	minute	NOUN
iogr-1369	30	46	(	(	PUNCT
iogr-1369	30	47	rpm	rpm	NOUN
iogr-1369	30	48	)	)	PUNCT
iogr-1369	30	49	to	to	PART
iogr-1369	30	50	penetrate	penetrate	VERB
iogr-1369	30	51	specific	specific	ADJ
iogr-1369	30	52	formation	formation	NOUN
iogr-1369	30	53	intervals	interval	NOUN
iogr-1369	30	54	using	use	VERB
iogr-1369	30	55	positive	positive	ADJ
iogr-1369	30	56	displacement	displacement	ADJ
iogr-1369	30	57	motors	motor	NOUN
iogr-1369	30	58	(	(	PUNCT
iogr-1369	30	59	pdm	pdm	PROPN
iogr-1369	30	60	)	)	PUNCT
iogr-1369	30	61	.	.	PUNCT
iogr-1369	31	1	this	this	DET
iogr-1369	31	2	paper	paper	NOUN
iogr-1369	31	3	aims	aim	VERB
iogr-1369	31	4	to	to	PART
iogr-1369	31	5	enhance	enhance	VERB
iogr-1369	31	6	drilling	drilling	NOUN
iogr-1369	31	7	performance	performance	NOUN
iogr-1369	31	8	by	by	ADP
iogr-1369	31	9	optimizing	optimize	VERB
iogr-1369	31	10	hydraulic	hydraulic	ADJ
iogr-1369	31	11	parameters	parameter	NOUN
iogr-1369	31	12	,	,	PUNCT
iogr-1369	31	13	including	include	VERB
iogr-1369	31	14	flow	flow	NOUN
iogr-1369	31	15	rate	rate	NOUN
iogr-1369	31	16	,	,	PUNCT
iogr-1369	31	17	jet	jet	NOUN
iogr-1369	31	18	impact	impact	NOUN
iogr-1369	31	19	force	force	NOUN
iogr-1369	31	20	,	,	PUNCT
iogr-1369	31	21	and	and	CCONJ
iogr-1369	31	22	equivalent	equivalent	ADJ
iogr-1369	31	23	circulating	circulating	ADJ
iogr-1369	31	24	density	density	NOUN
iogr-1369	31	25	,	,	PUNCT
iogr-1369	31	26	through	through	ADP
iogr-1369	31	27	a	a	DET
iogr-1369	31	28	mathematical	mathematical	ADJ
iogr-1369	31	29	modeling	modeling	NOUN
iogr-1369	31	30	approach	approach	NOUN
iogr-1369	31	31	.	.	PUNCT
iogr-1369	32	1	methodology	methodology	NOUN
iogr-1369	32	2	drilling	drilling	NOUN
iogr-1369	32	3	data	datum	NOUN
iogr-1369	32	4	was	be	AUX
iogr-1369	32	5	extracted	extract	VERB
iogr-1369	32	6	from	from	ADP
iogr-1369	32	7	wells	well	NOUN
iogr-1369	32	8	drilled	drill	VERB
iogr-1369	32	9	in	in	ADP
iogr-1369	32	10	south	south	PROPN
iogr-1369	32	11	-	-	PUNCT
iogr-1369	32	12	west	west	PROPN
iogr-1369	32	13	queensland	queensland	PROPN
iogr-1369	32	14	australia	australia	PROPN
iogr-1369	32	15	.	.	PUNCT
iogr-1369	33	1	different	different	ADJ
iogr-1369	33	2	wells	well	NOUN
iogr-1369	33	3	were	be	AUX
iogr-1369	33	4	drilled	drill	VERB
iogr-1369	33	5	with	with	ADP
iogr-1369	33	6	roller	roller	NOUN
iogr-1369	33	7	cone	cone	NOUN
iogr-1369	33	8	bit	bit	NOUN
iogr-1369	33	9	and	and	CCONJ
iogr-1369	33	10	pdc	pdc	PROPN
iogr-1369	33	11	bit	bit	NOUN
iogr-1369	33	12	.	.	PUNCT
iogr-1369	34	1	key	key	ADJ
iogr-1369	34	2	parameters	parameter	NOUN
iogr-1369	34	3	are	be	AUX
iogr-1369	34	4	as	as	SCONJ
iogr-1369	34	5	follows	follow	VERB
iogr-1369	34	6	:	:	PUNCT
iogr-1369	34	7	rop	rop	NOUN
iogr-1369	34	8	,	,	PUNCT
iogr-1369	34	9	drill	drill	NOUN
iogr-1369	34	10	string	string	NOUN
iogr-1369	34	11	design	design	PROPN
iogr-1369	34	12	,	,	PUNCT
iogr-1369	34	13	tvd	tvd	PROPN
iogr-1369	34	14	,	,	PUNCT
iogr-1369	34	15	wob	wob	ADV
iogr-1369	34	16	,	,	PUNCT
iogr-1369	34	17	rotary	rotary	NOUN
iogr-1369	34	18	speed	speed	NOUN
iogr-1369	34	19	,	,	PUNCT
iogr-1369	34	20	bit	bit	NOUN
iogr-1369	34	21	record	record	NOUN
iogr-1369	34	22	,	,	PUNCT
iogr-1369	34	23	flow	flow	NOUN
iogr-1369	34	24	rate	rate	NOUN
iogr-1369	34	25	(	(	PUNCT
iogr-1369	34	26	q	q	NOUN
iogr-1369	34	27	)	)	PUNCT
iogr-1369	34	28	,	,	PUNCT
iogr-1369	35	1	bit	bit	NOUN
iogr-1369	35	2	diameter	diameter	NOUN
iogr-1369	35	3	(	(	PUNCT
iogr-1369	35	4	db	db	NOUN
iogr-1369	35	5	)	)	PUNCT
iogr-1369	35	6	and	and	CCONJ
iogr-1369	35	7	mud	mud	NOUN
iogr-1369	35	8	weight	weight	NOUN
iogr-1369	35	9	(	(	PUNCT
iogr-1369	35	10	mw	mw	X
iogr-1369	35	11	)	)	PUNCT
iogr-1369	35	12	are	be	AUX
iogr-1369	35	13	recorded	record	VERB
iogr-1369	35	14	during	during	ADP
iogr-1369	35	15	drilling	drilling	NOUN
iogr-1369	35	16	operations	operation	NOUN
iogr-1369	35	17	.	.	PUNCT
iogr-1369	36	1	table	table	NOUN
iogr-1369	36	2	1	1	NUM
iogr-1369	36	3	presents	present	VERB
iogr-1369	36	4	the	the	DET
iogr-1369	36	5	drilling	drilling	NOUN
iogr-1369	36	6	data	datum	NOUN
iogr-1369	36	7	extracted	extract	VERB
iogr-1369	36	8	from	from	ADP
iogr-1369	36	9	wells	well	NOUN
iogr-1369	36	10	drilled	drill	VERB
iogr-1369	36	11	in	in	ADP
iogr-1369	36	12	south	south	PROPN
iogr-1369	36	13	-	-	PUNCT
iogr-1369	36	14	west	west	PROPN
iogr-1369	36	15	queensland	queensland	PROPN
iogr-1369	36	16	australia	australia	PROPN
iogr-1369	36	17	.	.	PUNCT
iogr-1369	37	1	this	this	DET
iogr-1369	37	2	paper	paper	NOUN
iogr-1369	37	3	analyzed	analyze	VERB
iogr-1369	37	4	the	the	DET
iogr-1369	37	5	data	datum	NOUN
iogr-1369	37	6	to	to	PART
iogr-1369	37	7	improve	improve	VERB
iogr-1369	37	8	the	the	DET
iogr-1369	37	9	drilling	drilling	NOUN
iogr-1369	37	10	efficiency	efficiency	NOUN
iogr-1369	37	11	by	by	ADP
iogr-1369	37	12	optimizing	optimize	VERB
iogr-1369	37	13	the	the	DET
iogr-1369	37	14	hydraulic	hydraulic	ADJ
iogr-1369	37	15	system	system	NOUN
iogr-1369	37	16	while	while	SCONJ
iogr-1369	37	17	considering	consider	VERB
iogr-1369	37	18	the	the	DET
iogr-1369	37	19	effect	effect	NOUN
iogr-1369	37	20	of	of	ADP
iogr-1369	37	21	drilling	drilling	NOUN
iogr-1369	37	22	parameters	parameter	NOUN
iogr-1369	37	23	on	on	ADP
iogr-1369	37	24	rop	rop	NOUN
iogr-1369	37	25	,	,	PUNCT
iogr-1369	37	26	including	include	VERB
iogr-1369	37	27	pore	pore	ADJ
iogr-1369	37	28	pressure	pressure	NOUN
iogr-1369	37	29	gradient	gradient	NOUN
iogr-1369	37	30	(	(	PUNCT
iogr-1369	37	31	pg	pg	NOUN
iogr-1369	37	32	)	)	PUNCT
iogr-1369	37	33	,	,	PUNCT
iogr-1369	37	34	equivalent	equivalent	ADJ
iogr-1369	37	35	circulating	circulate	VERB
iogr-1369	37	36	density	density	NOUN
iogr-1369	37	37	(	(	PUNCT
iogr-1369	37	38	ecd	ecd	PROPN
iogr-1369	37	39	)	)	PUNCT
iogr-1369	37	40	,	,	PUNCT
iogr-1369	37	41	bit	bit	NOUN
iogr-1369	37	42	wear	wear	NOUN
iogr-1369	37	43	,	,	PUNCT
iogr-1369	37	44	and	and	CCONJ
iogr-1369	37	45	jet	jet	NOUN
iogr-1369	37	46	impact	impact	NOUN
iogr-1369	37	47	force	force	NOUN
iogr-1369	37	48	(	(	PUNCT
iogr-1369	37	49	fj	fj	INTJ
iogr-1369	37	50	)	)	PUNCT
iogr-1369	37	51	.	.	PUNCT
iogr-1369	38	1	table	table	NOUN
iogr-1369	38	2	1	1	NUM
iogr-1369	38	3	—	—	PUNCT
iogr-1369	38	4	drilling	drilling	NOUN
iogr-1369	38	5	data	datum	NOUN
iogr-1369	38	6	from	from	ADP
iogr-1369	38	7	south	south	NOUN
iogr-1369	38	8	-	-	PUNCT
iogr-1369	38	9	west	west	PROPN
iogr-1369	38	10	,	,	PUNCT
iogr-1369	38	11	queensland	queensland	PROPN
iogr-1369	38	12	,	,	PUNCT
iogr-1369	38	13	australia	australia	PROPN
iogr-1369	38	14	.	.	PUNCT
iogr-1369	39	1	rop	rop	PROPN
iogr-1369	39	2	,	,	PUNCT
iogr-1369	39	3	ft	ft	PROPN
iogr-1369	39	4	/	/	SYM
iogr-1369	39	5	hr	hr	PROPN
iogr-1369	39	6	tvd	tvd	PROPN
iogr-1369	39	7	,	,	PUNCT
iogr-1369	39	8	ft	ft	PROPN
iogr-1369	39	9	wob	wob	NOUN
iogr-1369	39	10	,	,	PUNCT
iogr-1369	39	11	klb	klb	ADJ
iogr-1369	39	12	rotary	rotary	NOUN
iogr-1369	39	13	,	,	PUNCT
iogr-1369	39	14	rpm	rpm	PROPN
iogr-1369	39	15	q	q	PROPN
iogr-1369	39	16	,	,	PUNCT
iogr-1369	39	17	gpm	gpm	PROPN
iogr-1369	39	18	db	db	PROPN
iogr-1369	39	19	,	,	PUNCT
iogr-1369	39	20	in	in	ADP
iogr-1369	39	21	ρg	ρg	NOUN
iogr-1369	39	22	,	,	PUNCT
iogr-1369	39	23	ppg	ppg	PROPN
iogr-1369	39	24	ecd	ecd	PROPN
iogr-1369	39	25	,	,	PUNCT
iogr-1369	39	26	ppg	ppg	NOUN
iogr-1369	39	27	bit	bit	NOUN
iogr-1369	39	28	tooth	tooth	NOUN
iogr-1369	39	29	wear	wear	NOUN
iogr-1369	39	30	.	.	PUNCT
iogr-1369	40	1	jif	jif	PROPN
iogr-1369	40	2	,	,	PUNCT
iogr-1369	40	3	lbf	lbf	PROPN
iogr-1369	40	4	71.8	71.8	NUM
iogr-1369	40	5	718.5	718.5	NUM
iogr-1369	40	6	12.9	12.9	NUM
iogr-1369	40	7	115	115	NUM
iogr-1369	40	8	358	358	NUM
iogr-1369	40	9	10.625	10.625	NUM
iogr-1369	40	10	9.1	9.1	NUM
iogr-1369	40	11	9.1	9.1	NUM
iogr-1369	40	12	0.25	0.25	NUM
iogr-1369	40	13	205.83	205.83	NUM
iogr-1369	40	14	166.7	166.7	NUM
iogr-1369	40	15	4416.0	4416.0	NUM
iogr-1369	40	16	6.3	6.3	NUM
iogr-1369	40	17	132	132	NUM
iogr-1369	40	18	327	327	NUM
iogr-1369	40	19	7.875	7.875	NUM
iogr-1369	40	20	9.1	9.1	NUM
iogr-1369	40	21	9.3	9.3	NUM
iogr-1369	40	22	0.125	0.125	NUM
iogr-1369	40	23	365.96	365.96	NUM
iogr-1369	40	24	147.6	147.6	NUM
iogr-1369	40	25	720.1	720.1	NUM
iogr-1369	40	26	13.5	13.5	NUM
iogr-1369	40	27	118	118	NUM
iogr-1369	40	28	367	367	NUM
iogr-1369	40	29	10.625	10.625	NUM
iogr-1369	40	30	9.1	9.1	NUM
iogr-1369	40	31	9.1	9.1	NUM
iogr-1369	40	32	0.125	0.125	NUM
iogr-1369	40	33	273.12	273.12	NUM
iogr-1369	40	34	195.2	195.2	NUM
iogr-1369	40	35	4586.6	4586.6	NUM
iogr-1369	40	36	9.5	9.5	NUM
iogr-1369	40	37	130	130	NUM
iogr-1369	40	38	389	389	NUM
iogr-1369	40	39	7.875	7.875	NUM
iogr-1369	40	40	9.0	9.0	NUM
iogr-1369	40	41	9.2	9.2	NUM
iogr-1369	40	42	0.25	0.25	NUM
iogr-1369	40	43	512.19	512.19	NUM
iogr-1369	40	44	350.4	350.4	NUM
iogr-1369	40	45	2103.0	2103.0	NUM
iogr-1369	40	46	6.0	6.0	NUM
iogr-1369	40	47	120	120	NUM
iogr-1369	40	48	370	370	NUM
iogr-1369	40	49	12.25	12.25	NUM
iogr-1369	40	50	9.0	9.0	NUM
iogr-1369	40	51	9.0	9.0	NUM
iogr-1369	40	52	0.125	0.125	NUM
iogr-1369	40	53	347.73	347.73	NUM
iogr-1369	40	54	537.7	537.7	NUM
iogr-1369	40	55	18986.0	18986.0	NUM
iogr-1369	40	56	6.6	6.6	NUM
iogr-1369	40	57	134	134	NUM
iogr-1369	40	58	397	397	NUM
iogr-1369	40	59	8.50	8.50	NUM
iogr-1369	40	60	9.0	9.0	NUM
iogr-1369	40	61	9.2	9.2	NUM
iogr-1369	40	62	0.125	0.125	NUM
iogr-1369	40	63	355.65	355.65	NUM
iogr-1369	40	64	206.7	206.7	NUM
iogr-1369	40	65	2519.7	2519.7	NUM
iogr-1369	40	66	7.9	7.9	NUM
iogr-1369	40	67	132	132	NUM
iogr-1369	40	68	499	499	NUM
iogr-1369	40	69	10.625	10.625	NUM
iogr-1369	40	70	9.0	9.0	NUM
iogr-1369	40	71	9.1	9.1	NUM
iogr-1369	40	72	0.25	0.25	NUM
iogr-1369	40	73	619.84	619.84	NUM
iogr-1369	40	74	74.1	74.1	NUM
iogr-1369	40	75	7637.7	7637.7	NUM
iogr-1369	40	76	5.7	5.7	NUM
iogr-1369	40	77	84	84	NUM
iogr-1369	40	78	368	368	NUM
iogr-1369	40	79	7.875	7.875	NUM
iogr-1369	40	80	9.0	9.0	NUM
iogr-1369	40	81	9.2	9.2	NUM
iogr-1369	40	82	1	1	NUM
iogr-1369	40	83	337.11	337.11	NUM
iogr-1369	40	84	improved	improved	ADJ
iogr-1369	40	85	oil	oil	NOUN
iogr-1369	40	86	and	and	CCONJ
iogr-1369	40	87	gas	gas	NOUN
iogr-1369	40	88	recovery	recovery	NOUN
iogr-1369	40	89	3	3	NUM
iogr-1369	40	90	rop	rop	NOUN
iogr-1369	40	91	prediction	prediction	NOUN
iogr-1369	40	92	.	.	PUNCT
iogr-1369	41	1	the	the	DET
iogr-1369	41	2	burgoyne	burgoyne	PROPN
iogr-1369	41	3	and	and	CCONJ
iogr-1369	41	4	young	young	ADJ
iogr-1369	41	5	model	model	NOUN
iogr-1369	41	6	were	be	AUX
iogr-1369	41	7	employed	employ	VERB
iogr-1369	41	8	in	in	ADP
iogr-1369	41	9	this	this	DET
iogr-1369	41	10	study	study	NOUN
iogr-1369	41	11	to	to	PART
iogr-1369	41	12	forecast	forecast	VERB
iogr-1369	41	13	and	and	CCONJ
iogr-1369	41	14	enhance	enhance	VERB
iogr-1369	41	15	the	the	DET
iogr-1369	41	16	hydraulic	hydraulic	ADJ
iogr-1369	41	17	parameters	parameter	NOUN
iogr-1369	41	18	on	on	ADP
iogr-1369	41	19	rop	rop	NOUN
iogr-1369	41	20	.	.	PUNCT
iogr-1369	42	1	the	the	DET
iogr-1369	42	2	coefficients	coefficient	NOUN
iogr-1369	42	3	aj	aj	PROPN
iogr-1369	42	4	and	and	CCONJ
iogr-1369	42	5	xj	xj	PROPN
iogr-1369	42	6	were	be	AUX
iogr-1369	42	7	determined	determine	VERB
iogr-1369	42	8	through	through	ADP
iogr-1369	42	9	the	the	DET
iogr-1369	42	10	application	application	NOUN
iogr-1369	42	11	of	of	ADP
iogr-1369	42	12	multiple	multiple	ADJ
iogr-1369	42	13	regression	regression	NOUN
iogr-1369	42	14	analysis	analysis	NOUN
iogr-1369	42	15	.	.	PUNCT
iogr-1369	43	1	subsequently	subsequently	ADV
iogr-1369	43	2	,	,	PUNCT
iogr-1369	43	3	the	the	DET
iogr-1369	43	4	data	datum	NOUN
iogr-1369	43	5	was	be	AUX
iogr-1369	43	6	utilized	utilize	VERB
iogr-1369	43	7	to	to	PART
iogr-1369	43	8	calculate	calculate	VERB
iogr-1369	43	9	the	the	DET
iogr-1369	43	10	parameters	parameter	NOUN
iogr-1369	43	11	xj	xj	PROPN
iogr-1369	43	12	.	.	PUNCT
iogr-1369	44	1	ln(𝑅𝑂𝑃	ln(𝑅𝑂𝑃	NOUN
iogr-1369	44	2	)	)	PUNCT
iogr-1369	45	1	=	=	PUNCT
iogr-1369	45	2	𝑎1	𝑎1	NOUN
iogr-1369	45	3	+	+	CCONJ
iogr-1369	45	4	𝑎2𝑥2	𝑎2𝑥2	VERB
iogr-1369	45	5	+	+	X
iogr-1369	45	6	𝑎3𝑥3	𝑎3𝑥3	X
iogr-1369	45	7	+	+	X
iogr-1369	45	8	𝑎4𝑥4	𝑎4𝑥4	ADV
iogr-1369	46	1	+	+	CCONJ
iogr-1369	46	2	𝑎5𝑥5	𝑎5𝑥5	X
iogr-1369	47	1	+	+	CCONJ
iogr-1369	47	2	𝑎6𝑥6	𝑎6𝑥6	PUNCT
iogr-1369	47	3	+	+	ADJ
iogr-1369	47	4	𝑎7𝑥7	𝑎7𝑥7	X
iogr-1369	47	5	+	+	NUM
iogr-1369	47	6	𝑎8𝑥8	𝑎8𝑥8	X
iogr-1369	47	7	,	,	PUNCT
iogr-1369	47	8	........................................................	........................................................	PUNCT
iogr-1369	47	9	(	(	PUNCT
iogr-1369	47	10	1	1	NUM
iogr-1369	47	11	)	)	PUNCT
iogr-1369	47	12	or	or	CCONJ
iogr-1369	47	13	x5	x5	NOUN
iogr-1369	47	14	=	=	SYM
iogr-1369	47	15	ln	ln	PROPN
iogr-1369	47	16	(	(	PUNCT
iogr-1369	47	17	cr	cr	PROPN
iogr-1369	47	18	1000wob	1000wob	NUM
iogr-1369	47	19	db	db	PROPN
iogr-1369	47	20	−0.02δpb	−0.02δpb	NOUN
iogr-1369	47	21	(	(	PUNCT
iogr-1369	47	22	db−1	db−1	PROPN
iogr-1369	47	23	db	db	PROPN
iogr-1369	47	24	)	)	PUNCT
iogr-1369	47	25	(	(	PUNCT
iogr-1369	47	26	1000wob	1000wob	NUM
iogr-1369	47	27	db	db	NOUN
iogr-1369	47	28	)	)	PUNCT
iogr-1369	47	29	c	c	NOUN
iogr-1369	47	30	)	)	PUNCT
iogr-1369	48	1	𝑓𝑜𝑟	𝑓𝑜𝑟	ADV
iogr-1369	48	2	𝑃𝐷𝐶	𝑃𝐷𝐶	PROPN
iogr-1369	48	3	𝑏𝑖𝑡𝑠,	𝑏𝑖𝑡𝑠,	NOUN
iogr-1369	48	4	............................................................................................	............................................................................................	PUNCT
iogr-1369	48	5	(2	(2	NUM
iogr-1369	48	6	)	)	PUNCT
iogr-1369	48	7	whereby	whereby	SCONJ
iogr-1369	48	8	tvd	tvd	PROPN
iogr-1369	48	9	is	be	AUX
iogr-1369	48	10	the	the	DET
iogr-1369	48	11	true	true	ADJ
iogr-1369	48	12	vertical	vertical	ADJ
iogr-1369	48	13	depth	depth	NOUN
iogr-1369	48	14	,	,	PUNCT
iogr-1369	48	15	ft	ft	NOUN
iogr-1369	48	16	;	;	PUNCT
iogr-1369	48	17	pg	pg	PROPN
iogr-1369	48	18	is	be	AUX
iogr-1369	48	19	the	the	DET
iogr-1369	48	20	pore	pore	ADJ
iogr-1369	48	21	pressure	pressure	NOUN
iogr-1369	48	22	gradient	gradient	NOUN
iogr-1369	48	23	,	,	PUNCT
iogr-1369	48	24	ppg	ppg	NOUN
iogr-1369	48	25	;	;	PUNCT
iogr-1369	48	26	and	and	CCONJ
iogr-1369	48	27	pc	pc	NOUN
iogr-1369	48	28	is	be	AUX
iogr-1369	48	29	equivalent	equivalent	ADJ
iogr-1369	48	30	circulating	circulate	VERB
iogr-1369	48	31	density	density	NOUN
iogr-1369	48	32	,	,	PUNCT
iogr-1369	48	33	ppg	ppg	NOUN
iogr-1369	48	34	;	;	PUNCT
iogr-1369	48	35	cr	cr	NOUN
iogr-1369	48	36	represents	represent	VERB
iogr-1369	48	37	the	the	DET
iogr-1369	48	38	dimensionless	dimensionless	NOUN
iogr-1369	48	39	weight	weight	NOUN
iogr-1369	48	40	distribution	distribution	NOUN
iogr-1369	48	41	between	between	ADP
iogr-1369	48	42	the	the	DET
iogr-1369	48	43	12¼″	12¼″	PROPN
iogr-1369	48	44	drill	drill	NOUN
iogr-1369	48	45	bit	bit	NOUN
iogr-1369	48	46	and	and	CCONJ
iogr-1369	48	47	13½″	13½″	NUM
iogr-1369	48	48	underreamer	underreamer	NOUN
iogr-1369	48	49	.	.	PUNCT
iogr-1369	49	1	in	in	ADP
iogr-1369	49	2	the	the	DET
iogr-1369	49	3	absence	absence	NOUN
iogr-1369	49	4	of	of	ADP
iogr-1369	49	5	the	the	DET
iogr-1369	49	6	under	under	NOUN
iogr-1369	49	7	-	-	PUNCT
iogr-1369	49	8	reamer	reamer	NOUN
iogr-1369	49	9	,	,	PUNCT
iogr-1369	49	10	cr	cr	PROPN
iogr-1369	49	11	is	be	AUX
iogr-1369	49	12	equal	equal	ADJ
iogr-1369	49	13	to	to	ADP
iogr-1369	49	14	1	1	NUM
iogr-1369	49	15	.	.	PUNCT
iogr-1369	49	16	initially	initially	ADV
iogr-1369	49	17	,	,	PUNCT
iogr-1369	49	18	the	the	DET
iogr-1369	49	19	cr	cr	PROPN
iogr-1369	49	20	was	be	AUX
iogr-1369	49	21	0.942	0.942	NUM
iogr-1369	49	22	,	,	PUNCT
iogr-1369	49	23	but	but	CCONJ
iogr-1369	49	24	it	it	PRON
iogr-1369	49	25	was	be	AUX
iogr-1369	49	26	later	later	ADV
iogr-1369	49	27	decreased	decrease	VERB
iogr-1369	49	28	to	to	ADP
iogr-1369	49	29	0.02	0.02	NUM
iogr-1369	49	30	due	due	ADJ
iogr-1369	49	31	to	to	ADP
iogr-1369	49	32	being	be	AUX
iogr-1369	49	33	excessively	excessively	ADV
iogr-1369	49	34	high	high	ADJ
iogr-1369	49	35	(	(	PUNCT
iogr-1369	49	36	tanko	tanko	PROPN
iogr-1369	49	37	2020	2020	NUM
iogr-1369	49	38	)	)	PUNCT
iogr-1369	49	39	.	.	PUNCT
iogr-1369	50	1	δpb	δpb	NOUN
iogr-1369	50	2	is	be	AUX
iogr-1369	50	3	a	a	DET
iogr-1369	50	4	bit	bit	NOUN
iogr-1369	50	5	pressure	pressure	NOUN
iogr-1369	50	6	drop	drop	NOUN
iogr-1369	50	7	,	,	PUNCT
iogr-1369	50	8	psi	psi	NOUN
iogr-1369	50	9	;	;	PUNCT
iogr-1369	50	10	db	db	PROPN
iogr-1369	50	11	denotes	denote	NOUN
iogr-1369	50	12	the	the	DET
iogr-1369	50	13	bit	bit	NOUN
iogr-1369	50	14	diameter	diameter	NOUN
iogr-1369	50	15	;	;	PUNCT
iogr-1369	50	16	wob	wob	NOUN
iogr-1369	50	17	indicates	indicate	VERB
iogr-1369	50	18	the	the	DET
iogr-1369	50	19	weight	weight	NOUN
iogr-1369	50	20	,	,	PUNCT
iogr-1369	50	21	klb	klb	PROPN
iogr-1369	50	22	;	;	PUNCT
iogr-1369	50	23	n	n	PRON
iogr-1369	50	24	represents	represent	VERB
iogr-1369	50	25	the	the	DET
iogr-1369	50	26	rotary	rotary	ADJ
iogr-1369	50	27	speed	speed	NOUN
iogr-1369	50	28	.	.	PUNCT
iogr-1369	51	1	x6	x6	NOUN
iogr-1369	51	2	=	=	SYM
iogr-1369	51	3	ln	ln	PROPN
iogr-1369	51	4	(	(	PUNCT
iogr-1369	51	5	n	n	NOUN
iogr-1369	51	6	100	100	NUM
iogr-1369	51	7	)	)	PUNCT
iogr-1369	51	8	for	for	ADP
iogr-1369	51	9	roller	roller	NOUN
iogr-1369	51	10	cone	cone	NOUN
iogr-1369	51	11	bits,	bits,	PROPN
iogr-1369	51	12	...................................................................................................................	...................................................................................................................	PROPN
iogr-1369	51	13	(3	(3	PUNCT
iogr-1369	51	14	)	)	PUNCT
iogr-1369	51	15	or	or	CCONJ
iogr-1369	51	16	x6	x6	PROPN
iogr-1369	51	17	=	=	SYM
iogr-1369	51	18	ln	ln	NOUN
iogr-1369	51	19	(	(	PUNCT
iogr-1369	51	20	n	n	ADV
iogr-1369	51	21	160	160	NUM
iogr-1369	51	22	)	)	PUNCT
iogr-1369	51	23	for	for	ADP
iogr-1369	51	24	pdc	pdc	PROPN
iogr-1369	51	25	bits,	bits,	PROPN
iogr-1369	51	26	...............................................................................................................................	...............................................................................................................................	PROPN
iogr-1369	51	27	(4	(4	NOUN
iogr-1369	51	28	)	)	PUNCT
iogr-1369	52	1	then	then	ADV
iogr-1369	52	2	,	,	PUNCT
iogr-1369	52	3	parameters	parameter	NOUN
iogr-1369	52	4	for	for	ADP
iogr-1369	52	5	bit	bit	NOUN
iogr-1369	52	6	wear	wear	NOUN
iogr-1369	52	7	and	and	CCONJ
iogr-1369	52	8	jet	jet	NOUN
iogr-1369	52	9	impact	impact	NOUN
iogr-1369	52	10	force	force	NOUN
iogr-1369	52	11	are	be	AUX
iogr-1369	52	12	:	:	PUNCT
iogr-1369	52	13	x7	x7	X
iogr-1369	52	14	=	=	SYM
iogr-1369	52	15	−h,	−h,	X
iogr-1369	52	16	............................................................................................................................................................	............................................................................................................................................................	NOUN
iogr-1369	52	17	(5	(5	NOUN
iogr-1369	52	18	)	)	PUNCT
iogr-1369	52	19	x8	x8	PROPN
iogr-1369	53	1	=	=	SYM
iogr-1369	53	2	ln	ln	PROPN
iogr-1369	53	3	(	(	PUNCT
iogr-1369	53	4	fj	fj	PROPN
iogr-1369	53	5	1000	1000	NUM
iogr-1369	53	6	)	)	PUNCT
iogr-1369	53	7	,	,	PUNCT
iogr-1369	53	8	...................................................................................................................................................	...................................................................................................................................................	PROPN
iogr-1369	53	9	(	(	PUNCT
iogr-1369	53	10	6	6	NUM
iogr-1369	53	11	)	)	PUNCT
iogr-1369	53	12	where	where	SCONJ
iogr-1369	53	13	n	n	PRON
iogr-1369	53	14	represents	represent	VERB
iogr-1369	53	15	the	the	DET
iogr-1369	53	16	rotational	rotational	ADJ
iogr-1369	53	17	speed	speed	NOUN
iogr-1369	53	18	in	in	ADP
iogr-1369	53	19	revolutions	revolution	NOUN
iogr-1369	53	20	per	per	ADP
iogr-1369	53	21	minute	minute	NOUN
iogr-1369	53	22	,	,	PUNCT
iogr-1369	53	23	and	and	CCONJ
iogr-1369	53	24	fj	fj	PROPN
iogr-1369	53	25	denotes	denote	VERB
iogr-1369	53	26	the	the	DET
iogr-1369	53	27	jet	jet	NOUN
iogr-1369	53	28	impact	impact	NOUN
iogr-1369	53	29	force	force	NOUN
iogr-1369	53	30	in	in	ADP
iogr-1369	53	31	poundsforce	poundsforce	NOUN
iogr-1369	53	32	.	.	PUNCT
iogr-1369	54	1	hydraulics	hydraulic	NOUN
iogr-1369	54	2	and	and	CCONJ
iogr-1369	54	3	rop	rop	PROPN
iogr-1369	54	4	optimization	optimization	NOUN
iogr-1369	54	5	.	.	PUNCT
iogr-1369	55	1	the	the	DET
iogr-1369	55	2	hydraulic	hydraulic	ADJ
iogr-1369	55	3	parameters	parameter	NOUN
iogr-1369	55	4	in	in	ADP
iogr-1369	55	5	the	the	DET
iogr-1369	55	6	burgoyne	burgoyne	NOUN
iogr-1369	55	7	and	and	CCONJ
iogr-1369	55	8	young	young	ADJ
iogr-1369	55	9	model	model	NOUN
iogr-1369	55	10	,	,	PUNCT
iogr-1369	55	11	eqs	eqs	PROPN
iogr-1369	55	12	.	.	PROPN
iogr-1369	55	13	7	7	NUM
iogr-1369	55	14	and	and	CCONJ
iogr-1369	55	15	8	8	NUM
iogr-1369	55	16	include	include	VERB
iogr-1369	55	17	the	the	DET
iogr-1369	55	18	equivalent	equivalent	ADJ
iogr-1369	55	19	circulating	circulate	VERB
iogr-1369	55	20	density	density	NOUN
iogr-1369	55	21	(	(	PUNCT
iogr-1369	55	22	𝑝𝑐	𝑝𝑐	NOUN
iogr-1369	55	23	)	)	PUNCT
iogr-1369	55	24	and	and	CCONJ
iogr-1369	55	25	the	the	DET
iogr-1369	55	26	jet	jet	NOUN
iogr-1369	55	27	impact	impact	NOUN
iogr-1369	55	28	force	force	NOUN
iogr-1369	55	29	(	(	PUNCT
iogr-1369	55	30	𝐹𝑗	𝐹𝑗	PROPN
iogr-1369	55	31	)	)	PUNCT
iogr-1369	55	32	,	,	PUNCT
iogr-1369	55	33	fj	fj	PROPN
iogr-1369	55	34	=	=	PUNCT
iogr-1369	55	35	ρqvn	ρqvn	NOUN
iogr-1369	55	36	1930	1930	NUM
iogr-1369	55	37	=	=	SYM
iogr-1369	55	38	ρq2	ρq2	VERB
iogr-1369	55	39	6016an	6016an	ADJ
iogr-1369	55	40	,	,	PUNCT
iogr-1369	55	41	...........................................................................................................................................	...........................................................................................................................................	PUNCT
iogr-1369	55	42	(	(	PUNCT
iogr-1369	55	43	7	7	X
iogr-1369	55	44	)	)	PUNCT
iogr-1369	55	45	ρc	ρc	NOUN
iogr-1369	55	46	=	=	SYM
iogr-1369	55	47	ρ	ρ	PROPN
iogr-1369	55	48	+	+	PROPN
iogr-1369	55	49	pa	pa	PROPN
iogr-1369	55	50	0.052×tvd	0.052×tvd	PROPN
iogr-1369	55	51	,	,	PUNCT
iogr-1369	55	52	...........................................................................................................................................	...........................................................................................................................................	PUNCT
iogr-1369	55	53	(	(	PUNCT
iogr-1369	55	54	8)	8)	NUM
iogr-1369	55	55	the	the	DET
iogr-1369	55	56	calculation	calculation	NOUN
iogr-1369	55	57	of	of	ADP
iogr-1369	55	58	annular	annular	ADJ
iogr-1369	55	59	pressure	pressure	NOUN
iogr-1369	55	60	,	,	PUNCT
iogr-1369	55	61	𝑃𝑎	𝑃𝑎	PROPN
iogr-1369	55	62	,	,	PUNCT
iogr-1369	55	63	involves	involve	VERB
iogr-1369	55	64	the	the	DET
iogr-1369	55	65	utilization	utilization	NOUN
iogr-1369	55	66	of	of	ADP
iogr-1369	55	67	the	the	DET
iogr-1369	55	68	darcy	darcy	NOUN
iogr-1369	55	69	-	-	PUNCT
iogr-1369	55	70	weisbach	weisbach	NOUN
iogr-1369	55	71	equation	equation	NOUN
iogr-1369	55	72	,	,	PUNCT
iogr-1369	55	73	considering	consider	VERB
iogr-1369	55	74	the	the	DET
iogr-1369	55	75	reynolds	reynold	NOUN
iogr-1369	55	76	’	'	PUNCT
iogr-1369	55	77	number	number	NOUN
iogr-1369	55	78	and	and	CCONJ
iogr-1369	55	79	chen	chen	PROPN
iogr-1369	55	80	’s	’s	PART
iogr-1369	55	81	correlation	correlation	NOUN
iogr-1369	55	82	friction	friction	NOUN
iogr-1369	55	83	factor	factor	NOUN
iogr-1369	55	84	for	for	ADP
iogr-1369	55	85	the	the	DET
iogr-1369	55	86	flow	flow	NOUN
iogr-1369	55	87	within	within	ADP
iogr-1369	55	88	the	the	DET
iogr-1369	55	89	annulus	annulus	NOUN
iogr-1369	55	90	.	.	PUNCT
iogr-1369	56	1	it	it	PRON
iogr-1369	56	2	is	be	AUX
iogr-1369	56	3	crucial	crucial	ADJ
iogr-1369	56	4	to	to	PART
iogr-1369	56	5	ensure	ensure	VERB
iogr-1369	56	6	that	that	SCONJ
iogr-1369	56	7	the	the	DET
iogr-1369	56	8	carrying	carry	VERB
iogr-1369	56	9	capacity	capacity	NOUN
iogr-1369	56	10	of	of	ADP
iogr-1369	56	11	the	the	DET
iogr-1369	56	12	cutting	cutting	NOUN
iogr-1369	56	13	surpasses	surpass	VERB
iogr-1369	56	14	the	the	DET
iogr-1369	56	15	slip	slip	NOUN
iogr-1369	56	16	-	-	PUNCT
iogr-1369	56	17	velocity	velocity	NOUN
iogr-1369	56	18	,	,	PUNCT
iogr-1369	56	19	while	while	SCONJ
iogr-1369	56	20	optimizing	optimize	VERB
iogr-1369	56	21	the	the	DET
iogr-1369	56	22	flow	flow	NOUN
iogr-1369	56	23	rate	rate	NOUN
iogr-1369	56	24	.	.	PUNCT
iogr-1369	57	1	𝑣𝑠𝑙𝑖𝑝	𝑣𝑠𝑙𝑖𝑝	NOUN
iogr-1369	57	2	=	=	PUNCT
iogr-1369	58	1	1.54	1.54	NUM
iogr-1369	58	2	√	√	ADP
iogr-1369	58	3	𝑑𝑐(𝑝𝑐−𝑀𝑤	𝑑𝑐(𝑝𝑐−𝑀𝑤	PROPN
iogr-1369	58	4	)	)	PUNCT
iogr-1369	58	5	𝑀𝑤	𝑀𝑤	PROPN
iogr-1369	58	6	,	,	PUNCT
iogr-1369	58	7	...................................................................................................................................	...................................................................................................................................	PROPN
iogr-1369	58	8	(	(	PUNCT
iogr-1369	58	9	9	9	NUM
iogr-1369	58	10	)	)	PUNCT
iogr-1369	58	11	𝑣𝑚𝑖𝑛	𝑣𝑚𝑖𝑛	NOUN
iogr-1369	58	12	=	=	SYM
iogr-1369	58	13	2.5	2.5	NUM
iogr-1369	58	14	×	×	NOUN
iogr-1369	58	15	𝑣𝑠𝑙𝑖𝑝,	𝑣𝑠𝑙𝑖𝑝,	NOUN
iogr-1369	58	16	..........................................................................................................................................	..........................................................................................................................................	NOUN
iogr-1369	58	17	(10	(10	PUNCT
iogr-1369	58	18	)	)	PUNCT
iogr-1369	59	1	𝑄𝑚𝑖𝑛	𝑄𝑚𝑖𝑛	PROPN
iogr-1369	59	2	=	=	SYM
iogr-1369	59	3	𝑣𝑚𝑖𝑛	𝑣𝑚𝑖𝑛	NOUN
iogr-1369	59	4	2.448(𝑑2	2.448(𝑑2	NUM
iogr-1369	59	5	2−𝑑1	2−𝑑1	NUM
iogr-1369	59	6	2	2	NUM
iogr-1369	59	7	)	)	PUNCT
iogr-1369	59	8	..........................................................................................................................................	..........................................................................................................................................	PUNCT
iogr-1369	59	9	(	(	PUNCT
iogr-1369	59	10	11	11	NUM
iogr-1369	59	11	)	)	PUNCT
iogr-1369	59	12	the	the	DET
iogr-1369	59	13	slip	slip	NOUN
iogr-1369	59	14	velocity	velocity	NOUN
iogr-1369	59	15	(	(	PUNCT
iogr-1369	59	16	vslip	vslip	NOUN
iogr-1369	59	17	)	)	PUNCT
iogr-1369	59	18	,	,	PUNCT
iogr-1369	59	19	minimum	minimum	ADJ
iogr-1369	59	20	annular	annular	ADJ
iogr-1369	59	21	velocity	velocity	NOUN
iogr-1369	59	22	(	(	PUNCT
iogr-1369	59	23	vmin	vmin	NOUN
iogr-1369	59	24	)	)	PUNCT
iogr-1369	59	25	and	and	CCONJ
iogr-1369	59	26	minimum	minimum	NOUN
iogr-1369	59	27	flow	flow	NOUN
iogr-1369	59	28	rate	rate	NOUN
iogr-1369	59	29	(	(	PUNCT
iogr-1369	59	30	qmin	qmin	NOUN
iogr-1369	59	31	)	)	PUNCT
iogr-1369	59	32	are	be	AUX
iogr-1369	59	33	determined	determine	VERB
iogr-1369	59	34	based	base	VERB
iogr-1369	59	35	on	on	ADP
iogr-1369	59	36	eqs	eqs	PROPN
iogr-1369	59	37	.	.	PROPN
iogr-1369	59	38	9	9	NUM
iogr-1369	59	39	to	to	ADP
iogr-1369	59	40	11	11	NUM
iogr-1369	59	41	,	,	PUNCT
iogr-1369	59	42	accordingly	accordingly	ADV
iogr-1369	59	43	.	.	PUNCT
iogr-1369	60	1	it	it	PRON
iogr-1369	60	2	is	be	AUX
iogr-1369	60	3	essential	essential	ADJ
iogr-1369	60	4	for	for	SCONJ
iogr-1369	60	5	the	the	DET
iogr-1369	60	6	flow	flow	NOUN
iogr-1369	60	7	rate	rate	NOUN
iogr-1369	60	8	in	in	ADP
iogr-1369	60	9	the	the	DET
iogr-1369	60	10	annulus	annulus	NOUN
iogr-1369	60	11	to	to	PART
iogr-1369	60	12	exceed	exceed	VERB
iogr-1369	60	13	the	the	DET
iogr-1369	60	14	minimum	minimum	ADJ
iogr-1369	60	15	flow	flow	NOUN
iogr-1369	60	16	rate	rate	NOUN
iogr-1369	60	17	to	to	PART
iogr-1369	60	18	effectively	effectively	ADV
iogr-1369	60	19	transport	transport	VERB
iogr-1369	60	20	the	the	DET
iogr-1369	60	21	cuttings	cutting	NOUN
iogr-1369	60	22	to	to	ADP
iogr-1369	60	23	the	the	DET
iogr-1369	60	24	surface	surface	NOUN
iogr-1369	60	25	.	.	PUNCT
iogr-1369	61	1	the	the	DET
iogr-1369	61	2	rop	rop	NOUN
iogr-1369	61	3	is	be	AUX
iogr-1369	61	4	calculated	calculate	VERB
iogr-1369	61	5	using	use	VERB
iogr-1369	61	6	the	the	DET
iogr-1369	61	7	burgoyne	burgoyne	NOUN
iogr-1369	61	8	and	and	CCONJ
iogr-1369	61	9	young	young	ADJ
iogr-1369	61	10	improved	improved	ADJ
iogr-1369	61	11	oil	oil	NOUN
iogr-1369	61	12	and	and	CCONJ
iogr-1369	61	13	gas	gas	NOUN
iogr-1369	61	14	recovery	recovery	NOUN
iogr-1369	61	15	4	4	NUM
iogr-1369	61	16	model	model	NOUN
iogr-1369	61	17	,	,	PUNCT
iogr-1369	61	18	and	and	CCONJ
iogr-1369	61	19	the	the	DET
iogr-1369	61	20	flow	flow	NOUN
iogr-1369	61	21	rate	rate	NOUN
iogr-1369	61	22	is	be	AUX
iogr-1369	61	23	optimized	optimize	VERB
iogr-1369	61	24	through	through	ADP
iogr-1369	61	25	the	the	DET
iogr-1369	61	26	qoptimum	qoptimum	PROPN
iogr-1369	61	27	model	model	NOUN
iogr-1369	61	28	.	.	PUNCT
iogr-1369	62	1	subsequently	subsequently	ADV
iogr-1369	62	2	,	,	PUNCT
iogr-1369	62	3	the	the	DET
iogr-1369	62	4	optimized	optimize	VERB
iogr-1369	62	5	total	total	ADJ
iogr-1369	62	6	nozzle	nozzle	NOUN
iogr-1369	62	7	area	area	NOUN
iogr-1369	62	8	(	(	PUNCT
iogr-1369	62	9	an	an	DET
iogr-1369	62	10	,	,	PUNCT
iogr-1369	62	11	min	min	NOUN
iogr-1369	62	12	)	)	PUNCT
iogr-1369	62	13	is	be	AUX
iogr-1369	62	14	established	establish	VERB
iogr-1369	62	15	based	base	VERB
iogr-1369	62	16	on	on	ADP
iogr-1369	62	17	the	the	DET
iogr-1369	62	18	jet	jet	NOUN
iogr-1369	62	19	impact	impact	NOUN
iogr-1369	62	20	force	force	NOUN
iogr-1369	62	21	.	.	PUNCT
iogr-1369	63	1	finally	finally	ADV
iogr-1369	63	2	,	,	PUNCT
iogr-1369	63	3	the	the	DET
iogr-1369	63	4	flow	flow	NOUN
iogr-1369	63	5	rate	rate	NOUN
iogr-1369	63	6	is	be	AUX
iogr-1369	63	7	cross	cross	ADJ
iogr-1369	63	8	-	-	ADJ
iogr-1369	63	9	checked	check	VERB
iogr-1369	63	10	with	with	ADP
iogr-1369	63	11	the	the	DET
iogr-1369	63	12	minimum	minimum	ADJ
iogr-1369	63	13	flow	flow	NOUN
iogr-1369	63	14	rate	rate	NOUN
iogr-1369	63	15	to	to	PART
iogr-1369	63	16	ensure	ensure	VERB
iogr-1369	63	17	proper	proper	ADJ
iogr-1369	63	18	hole	hole	NOUN
iogr-1369	63	19	cleaning	clean	VERB
iogr-1369	63	20	.	.	PUNCT
iogr-1369	64	1	results	result	NOUN
iogr-1369	64	2	and	and	CCONJ
iogr-1369	64	3	discussion	discussion	VERB
iogr-1369	64	4	the	the	DET
iogr-1369	64	5	data	datum	NOUN
iogr-1369	64	6	related	relate	VERB
iogr-1369	64	7	to	to	ADP
iogr-1369	64	8	pearson	pearson	PROPN
iogr-1369	64	9	's	's	PART
iogr-1369	64	10	correlation	correlation	NOUN
iogr-1369	64	11	analysis	analysis	NOUN
iogr-1369	64	12	is	be	AUX
iogr-1369	64	13	presented	present	VERB
iogr-1369	64	14	in	in	ADP
iogr-1369	64	15	figure	figure	NOUN
iogr-1369	64	16	1	1	NUM
iogr-1369	64	17	.	.	PUNCT
iogr-1369	64	18	by	by	ADP
iogr-1369	64	19	examining	examine	VERB
iogr-1369	64	20	the	the	DET
iogr-1369	64	21	correlation	correlation	NOUN
iogr-1369	64	22	matrix	matrix	NOUN
iogr-1369	64	23	,	,	PUNCT
iogr-1369	64	24	relationships	relationship	NOUN
iogr-1369	64	25	among	among	ADP
iogr-1369	64	26	various	various	ADJ
iogr-1369	64	27	drilling	drilling	NOUN
iogr-1369	64	28	parameters	parameter	NOUN
iogr-1369	64	29	were	be	AUX
iogr-1369	64	30	identified	identify	VERB
iogr-1369	64	31	.	.	PUNCT
iogr-1369	65	1	the	the	DET
iogr-1369	65	2	rop	rop	PROPN
iogr-1369	65	3	shows	show	VERB
iogr-1369	65	4	a	a	DET
iogr-1369	65	5	significant	significant	ADJ
iogr-1369	65	6	correlation	correlation	NOUN
iogr-1369	65	7	with	with	ADP
iogr-1369	65	8	tvd	tvd	PROPN
iogr-1369	65	9	,	,	PUNCT
iogr-1369	65	10	rpm	rpm	PROPN
iogr-1369	65	11	,	,	PUNCT
iogr-1369	65	12	wob	wob	ADV
iogr-1369	65	13	,	,	PUNCT
iogr-1369	65	14	and	and	CCONJ
iogr-1369	65	15	bit	bit	NOUN
iogr-1369	65	16	wear	wear	NOUN
iogr-1369	65	17	(	(	PUNCT
iogr-1369	65	18	h	h	NOUN
iogr-1369	65	19	)	)	PUNCT
iogr-1369	65	20	.	.	PUNCT
iogr-1369	66	1	while	while	SCONJ
iogr-1369	66	2	the	the	DET
iogr-1369	66	3	burgoyne	burgoyne	NOUN
iogr-1369	66	4	and	and	CCONJ
iogr-1369	66	5	young	young	ADJ
iogr-1369	66	6	model	model	NOUN
iogr-1369	66	7	initially	initially	ADV
iogr-1369	66	8	assumed	assume	VERB
iogr-1369	66	9	these	these	DET
iogr-1369	66	10	parameters	parameter	NOUN
iogr-1369	66	11	to	to	PART
iogr-1369	66	12	be	be	AUX
iogr-1369	66	13	independent	independent	ADJ
iogr-1369	66	14	(	(	PUNCT
iogr-1369	66	15	li	li	PROPN
iogr-1369	66	16	et	et	PROPN
iogr-1369	66	17	al	al	PROPN
iogr-1369	66	18	.	.	PROPN
iogr-1369	66	19	2023	2023	NUM
iogr-1369	66	20	)	)	PUNCT
iogr-1369	66	21	,	,	PUNCT
iogr-1369	66	22	it	it	PRON
iogr-1369	66	23	is	be	AUX
iogr-1369	66	24	important	important	ADJ
iogr-1369	66	25	to	to	PART
iogr-1369	66	26	note	note	VERB
iogr-1369	66	27	that	that	SCONJ
iogr-1369	66	28	tvd	tvd	PROPN
iogr-1369	66	29	,	,	PUNCT
iogr-1369	66	30	rpm	rpm	PROPN
iogr-1369	66	31	,	,	PUNCT
iogr-1369	66	32	wob	wob	ADV
iogr-1369	66	33	,	,	PUNCT
iogr-1369	66	34	bit	bit	NOUN
iogr-1369	66	35	diameter	diameter	NOUN
iogr-1369	66	36	(	(	PUNCT
iogr-1369	66	37	db	db	PROPN
iogr-1369	66	38	)	)	PUNCT
iogr-1369	66	39	,	,	PUNCT
iogr-1369	66	40	mud	mud	NOUN
iogr-1369	66	41	weight	weight	NOUN
iogr-1369	66	42	(	(	PUNCT
iogr-1369	66	43	mw	mw	NOUN
iogr-1369	66	44	)	)	PUNCT
iogr-1369	66	45	,	,	PUNCT
iogr-1369	66	46	pore	pore	ADJ
iogr-1369	66	47	pressure	pressure	NOUN
iogr-1369	66	48	gradient	gradient	NOUN
iogr-1369	66	49	(	(	PUNCT
iogr-1369	66	50	pg	pg	NOUN
iogr-1369	66	51	)	)	PUNCT
iogr-1369	66	52	,	,	PUNCT
iogr-1369	66	53	and	and	CCONJ
iogr-1369	66	54	flow	flow	NOUN
iogr-1369	66	55	rate	rate	NOUN
iogr-1369	66	56	(	(	PUNCT
iogr-1369	66	57	q	q	X
iogr-1369	66	58	)	)	PUNCT
iogr-1369	66	59	are	be	AUX
iogr-1369	66	60	all	all	ADV
iogr-1369	66	61	considered	consider	VERB
iogr-1369	66	62	independent	independent	ADJ
iogr-1369	66	63	variables	variable	NOUN
iogr-1369	66	64	.	.	PUNCT
iogr-1369	67	1	the	the	DET
iogr-1369	67	2	jet	jet	NOUN
iogr-1369	67	3	impact	impact	NOUN
iogr-1369	67	4	force	force	NOUN
iogr-1369	67	5	is	be	AUX
iogr-1369	67	6	influenced	influence	VERB
iogr-1369	67	7	by	by	ADP
iogr-1369	67	8	flow	flow	NOUN
iogr-1369	67	9	rate	rate	NOUN
iogr-1369	67	10	,	,	PUNCT
iogr-1369	67	11	mud	mud	NOUN
iogr-1369	67	12	weight	weight	NOUN
iogr-1369	67	13	,	,	PUNCT
iogr-1369	67	14	and	and	CCONJ
iogr-1369	67	15	pressure	pressure	NOUN
iogr-1369	67	16	drop	drop	NOUN
iogr-1369	67	17	.	.	PUNCT
iogr-1369	68	1	given	give	VERB
iogr-1369	68	2	the	the	DET
iogr-1369	68	3	low	low	NOUN
iogr-1369	68	4	to	to	AUX
iogr-1369	68	5	moderate	moderate	ADJ
iogr-1369	68	6	correlation	correlation	NOUN
iogr-1369	68	7	among	among	ADP
iogr-1369	68	8	the	the	DET
iogr-1369	68	9	model	model	NOUN
iogr-1369	68	10	parameters	parameter	NOUN
iogr-1369	68	11	,	,	PUNCT
iogr-1369	68	12	it	it	PRON
iogr-1369	68	13	is	be	AUX
iogr-1369	68	14	reasonable	reasonable	ADJ
iogr-1369	68	15	to	to	PART
iogr-1369	68	16	conclude	conclude	VERB
iogr-1369	68	17	that	that	SCONJ
iogr-1369	68	18	these	these	DET
iogr-1369	68	19	parameters	parameter	NOUN
iogr-1369	68	20	are	be	AUX
iogr-1369	68	21	independent	independent	ADJ
iogr-1369	68	22	of	of	ADP
iogr-1369	68	23	one	one	NUM
iogr-1369	68	24	another	another	DET
iogr-1369	68	25	.	.	PUNCT
iogr-1369	69	1	figure	figure	NOUN
iogr-1369	69	2	1	1	NUM
iogr-1369	69	3	—	—	PUNCT
iogr-1369	69	4	pearson	pearson	NOUN
iogr-1369	69	5	correlation	correlation	NOUN
iogr-1369	69	6	matrix	matrix	NOUN
iogr-1369	69	7	heatmap	heatmap	NOUN
iogr-1369	69	8	for	for	ADP
iogr-1369	69	9	the	the	DET
iogr-1369	69	10	drilling	drilling	NOUN
iogr-1369	69	11	data	datum	NOUN
iogr-1369	69	12	.	.	PUNCT
iogr-1369	70	1	as	as	SCONJ
iogr-1369	70	2	shown	show	VERB
iogr-1369	70	3	in	in	ADP
iogr-1369	70	4	figure	figure	NOUN
iogr-1369	70	5	2	2	NUM
iogr-1369	70	6	,	,	PUNCT
iogr-1369	70	7	the	the	DET
iogr-1369	70	8	rop	rop	NOUN
iogr-1369	70	9	generally	generally	ADV
iogr-1369	70	10	decreases	decrease	VERB
iogr-1369	70	11	with	with	ADP
iogr-1369	70	12	increasing	increase	VERB
iogr-1369	70	13	depth	depth	NOUN
iogr-1369	70	14	due	due	ADP
iogr-1369	70	15	to	to	ADP
iogr-1369	70	16	the	the	DET
iogr-1369	70	17	increasing	increase	VERB
iogr-1369	70	18	formation	formation	NOUN
iogr-1369	70	19	strength	strength	NOUN
iogr-1369	70	20	.	.	PUNCT
iogr-1369	71	1	however	however	ADV
iogr-1369	71	2	,	,	PUNCT
iogr-1369	71	3	one	one	NUM
iogr-1369	71	4	data	data	NOUN
iogr-1369	71	5	point	point	NOUN
iogr-1369	71	6	deviates	deviate	VERB
iogr-1369	71	7	from	from	ADP
iogr-1369	71	8	this	this	DET
iogr-1369	71	9	trend	trend	NOUN
iogr-1369	71	10	,	,	PUNCT
iogr-1369	71	11	likely	likely	ADJ
iogr-1369	71	12	due	due	ADP
iogr-1369	71	13	to	to	ADP
iogr-1369	71	14	other	other	ADJ
iogr-1369	71	15	factors	factor	NOUN
iogr-1369	71	16	that	that	PRON
iogr-1369	71	17	have	have	VERB
iogr-1369	71	18	a	a	DET
iogr-1369	71	19	greater	great	ADJ
iogr-1369	71	20	influence	influence	NOUN
iogr-1369	71	21	on	on	ADP
iogr-1369	71	22	rop	rop	NOUN
iogr-1369	71	23	,	,	PUNCT
iogr-1369	71	24	as	as	SCONJ
iogr-1369	71	25	previously	previously	ADV
iogr-1369	71	26	discussed	discuss	VERB
iogr-1369	71	27	furthermore	furthermore	ADV
iogr-1369	71	28	,	,	PUNCT
iogr-1369	71	29	there	there	PRON
iogr-1369	71	30	is	be	VERB
iogr-1369	71	31	a	a	DET
iogr-1369	71	32	clear	clear	ADJ
iogr-1369	71	33	relationship	relationship	NOUN
iogr-1369	71	34	between	between	ADP
iogr-1369	71	35	rop	rop	PROPN
iogr-1369	71	36	and	and	CCONJ
iogr-1369	71	37	revolutions	revolution	NOUN
iogr-1369	71	38	per	per	ADP
iogr-1369	71	39	minute	minute	NOUN
iogr-1369	71	40	,	,	PUNCT
iogr-1369	71	41	with	with	ADP
iogr-1369	71	42	higher	high	ADJ
iogr-1369	71	43	rotational	rotational	ADJ
iogr-1369	71	44	speeds	speed	NOUN
iogr-1369	71	45	leading	lead	VERB
iogr-1369	71	46	to	to	ADP
iogr-1369	71	47	faster	fast	ADJ
iogr-1369	71	48	drilling	drilling	NOUN
iogr-1369	71	49	rates	rate	NOUN
iogr-1369	71	50	as	as	SCONJ
iogr-1369	71	51	illustrated	illustrate	VERB
iogr-1369	71	52	in	in	ADP
iogr-1369	71	53	figure	figure	NOUN
iogr-1369	71	54	3	3	NUM
iogr-1369	71	55	illustrate	illustrate	VERB
iogr-1369	71	56	that	that	SCONJ
iogr-1369	71	57	rop	rop	NOUN
iogr-1369	71	58	initially	initially	ADV
iogr-1369	71	59	increases	increase	VERB
iogr-1369	71	60	with	with	ADP
iogr-1369	71	61	an	an	DET
iogr-1369	71	62	increase	increase	NOUN
iogr-1369	71	63	in	in	ADP
iogr-1369	71	64	wob	wob	NOUN
iogr-1369	71	65	,	,	PUNCT
iogr-1369	71	66	peaking	peak	VERB
iogr-1369	71	67	at	at	ADP
iogr-1369	71	68	approximately	approximately	ADV
iogr-1369	71	69	seven	seven	NUM
iogr-1369	71	70	kilo	kilo	PROPN
iogr-1369	71	71	pounds	pound	NOUN
iogr-1369	71	72	.	.	PUNCT
iogr-1369	72	1	however	however	ADV
iogr-1369	72	2	,	,	PUNCT
iogr-1369	72	3	beyond	beyond	ADP
iogr-1369	72	4	this	this	DET
iogr-1369	72	5	point	point	NOUN
iogr-1369	72	6	,	,	PUNCT
iogr-1369	72	7	rop	rop	PROPN
iogr-1369	72	8	decreases	decrease	VERB
iogr-1369	72	9	due	due	ADP
iogr-1369	72	10	to	to	ADP
iogr-1369	72	11	the	the	DET
iogr-1369	72	12	founder	founder	NOUN
iogr-1369	72	13	effect	effect	NOUN
iogr-1369	72	14	.	.	PUNCT
iogr-1369	73	1	this	this	DET
iogr-1369	73	2	effect	effect	NOUN
iogr-1369	73	3	occurs	occur	VERB
iogr-1369	73	4	when	when	SCONJ
iogr-1369	73	5	the	the	DET
iogr-1369	73	6	bit	bit	NOUN
iogr-1369	73	7	encounters	encounter	VERB
iogr-1369	73	8	deeper	deep	ADJ
iogr-1369	73	9	layers	layer	NOUN
iogr-1369	73	10	with	with	ADP
iogr-1369	73	11	reduced	reduce	VERB
iogr-1369	73	12	cutting	cutting	NOUN
iogr-1369	73	13	efficiency	efficiency	NOUN
iogr-1369	73	14	,	,	PUNCT
iogr-1369	73	15	likely	likely	ADJ
iogr-1369	73	16	due	due	ADP
iogr-1369	73	17	to	to	ADP
iogr-1369	73	18	damage	damage	NOUN
iogr-1369	73	19	,	,	PUNCT
iogr-1369	73	20	as	as	SCONJ
iogr-1369	73	21	supported	support	VERB
iogr-1369	73	22	by	by	ADP
iogr-1369	73	23	reference	reference	NOUN
iogr-1369	73	24	(	(	PUNCT
iogr-1369	73	25	islam	islam	PROPN
iogr-1369	73	26	and	and	CCONJ
iogr-1369	73	27	hossain	hossain	PROPN
iogr-1369	73	28	2021	2021	NUM
iogr-1369	73	29	)	)	PUNCT
iogr-1369	73	30	.	.	PUNCT
iogr-1369	74	1	the	the	DET
iogr-1369	74	2	flow	flow	NOUN
iogr-1369	74	3	rate	rate	NOUN
iogr-1369	74	4	follows	follow	VERB
iogr-1369	74	5	a	a	DET
iogr-1369	74	6	similar	similar	ADJ
iogr-1369	74	7	trend	trend	NOUN
iogr-1369	74	8	,	,	PUNCT
iogr-1369	74	9	rising	rise	VERB
iogr-1369	74	10	with	with	ADP
iogr-1369	74	11	rop	rop	NOUN
iogr-1369	74	12	before	before	ADP
iogr-1369	74	13	declining	decline	VERB
iogr-1369	74	14	.	.	PUNCT
iogr-1369	75	1	in	in	ADP
iogr-1369	75	2	terms	term	NOUN
iogr-1369	75	3	of	of	ADP
iogr-1369	75	4	hydraulic	hydraulic	ADJ
iogr-1369	75	5	parameters	parameter	NOUN
iogr-1369	75	6	,	,	PUNCT
iogr-1369	75	7	both	both	DET
iogr-1369	75	8	jet	jet	NOUN
iogr-1369	75	9	impact	impact	NOUN
iogr-1369	75	10	force	force	NOUN
iogr-1369	75	11	and	and	CCONJ
iogr-1369	75	12	hydraulic	hydraulic	ADJ
iogr-1369	75	13	horsepower	horsepower	NOUN
iogr-1369	75	14	contribute	contribute	VERB
iogr-1369	75	15	to	to	ADP
iogr-1369	75	16	increased	increase	VERB
iogr-1369	75	17	rop	rop	NOUN
iogr-1369	75	18	.	.	PUNCT
iogr-1369	76	1	however	however	ADV
iogr-1369	76	2	,	,	PUNCT
iogr-1369	76	3	jet	jet	NOUN
iogr-1369	76	4	impact	impact	NOUN
iogr-1369	76	5	force	force	NOUN
iogr-1369	76	6	begins	begin	VERB
iogr-1369	76	7	to	to	PART
iogr-1369	76	8	decline	decline	VERB
iogr-1369	76	9	at	at	ADP
iogr-1369	76	10	around	around	ADV
iogr-1369	76	11	450	450	NUM
iogr-1369	76	12	pounds	pound	NOUN
iogr-1369	76	13	per	per	ADP
iogr-1369	76	14	foot	foot	NOUN
iogr-1369	76	15	,	,	PUNCT
iogr-1369	76	16	whereas	whereas	SCONJ
iogr-1369	76	17	hydraulic	hydraulic	ADJ
iogr-1369	76	18	horsepower	horsepower	NOUN
iogr-1369	76	19	continues	continue	VERB
iogr-1369	76	20	to	to	PART
iogr-1369	76	21	rise	rise	VERB
iogr-1369	76	22	alongside	alongside	ADP
iogr-1369	76	23	rop	rop	PROPN
iogr-1369	76	24	.	.	PUNCT
iogr-1369	76	25	improved	improve	VERB
iogr-1369	76	26	oil	oil	NOUN
iogr-1369	76	27	and	and	CCONJ
iogr-1369	76	28	gas	gas	NOUN
iogr-1369	76	29	recovery	recovery	NOUN
iogr-1369	76	30	5	5	NUM
iogr-1369	76	31	figure	figure	NOUN
iogr-1369	76	32	2—(a	2—(a	NUM
iogr-1369	76	33	)	)	PUNCT
iogr-1369	76	34	rate	rate	NOUN
iogr-1369	76	35	of	of	ADP
iogr-1369	76	36	penetration	penetration	NOUN
iogr-1369	76	37	against	against	ADP
iogr-1369	76	38	true	true	ADJ
iogr-1369	76	39	vertical	vertical	ADJ
iogr-1369	76	40	depth	depth	NOUN
iogr-1369	76	41	;	;	PUNCT
iogr-1369	76	42	(	(	PUNCT
iogr-1369	76	43	b	b	X
iogr-1369	76	44	)	)	PUNCT
iogr-1369	76	45	rate	rate	NOUN
iogr-1369	76	46	of	of	ADP
iogr-1369	76	47	penetration	penetration	NOUN
iogr-1369	76	48	against	against	ADP
iogr-1369	76	49	rotary	rotary	ADJ
iogr-1369	76	50	speed	speed	NOUN
iogr-1369	76	51	.	.	PUNCT
iogr-1369	77	1	figure	figure	VERB
iogr-1369	77	2	3—(a	3—(a	NOUN
iogr-1369	77	3	)	)	PUNCT
iogr-1369	77	4	rate	rate	NOUN
iogr-1369	77	5	of	of	ADP
iogr-1369	77	6	penetration	penetration	NOUN
iogr-1369	77	7	against	against	ADP
iogr-1369	77	8	weight	weight	NOUN
iogr-1369	77	9	on	on	ADP
iogr-1369	77	10	bit	bit	NOUN
iogr-1369	77	11	;	;	PUNCT
iogr-1369	77	12	(	(	PUNCT
iogr-1369	77	13	b	b	X
iogr-1369	77	14	)	)	PUNCT
iogr-1369	77	15	rate	rate	NOUN
iogr-1369	77	16	of	of	ADP
iogr-1369	77	17	penetration	penetration	NOUN
iogr-1369	77	18	against	against	ADP
iogr-1369	77	19	flow	flow	NOUN
iogr-1369	77	20	rate	rate	NOUN
iogr-1369	77	21	;	;	PUNCT
iogr-1369	77	22	(	(	PUNCT
iogr-1369	77	23	c	c	X
iogr-1369	77	24	)	)	PUNCT
iogr-1369	77	25	rate	rate	NOUN
iogr-1369	77	26	of	of	ADP
iogr-1369	77	27	penetration	penetration	NOUN
iogr-1369	77	28	against	against	ADP
iogr-1369	77	29	jet	jet	NOUN
iogr-1369	77	30	impact	impact	NOUN
iogr-1369	77	31	force	force	NOUN
iogr-1369	77	32	;	;	PUNCT
iogr-1369	77	33	(	(	PUNCT
iogr-1369	77	34	d	d	X
iogr-1369	77	35	)	)	PUNCT
iogr-1369	77	36	rate	rate	NOUN
iogr-1369	77	37	of	of	ADP
iogr-1369	77	38	penetration	penetration	NOUN
iogr-1369	77	39	against	against	ADP
iogr-1369	77	40	hydraulic	hydraulic	ADJ
iogr-1369	77	41	horsepower	horsepower	NOUN
iogr-1369	77	42	.	.	PUNCT
iogr-1369	78	1	the	the	DET
iogr-1369	78	2	calculations	calculation	NOUN
iogr-1369	78	3	for	for	ADP
iogr-1369	78	4	optimal	optimal	ADJ
iogr-1369	78	5	nozzle	nozzle	NOUN
iogr-1369	78	6	area	area	NOUN
iogr-1369	78	7	,	,	PUNCT
iogr-1369	78	8	ecd	ecd	PROPN
iogr-1369	78	9	,	,	PUNCT
iogr-1369	78	10	and	and	CCONJ
iogr-1369	78	11	jet	jet	NOUN
iogr-1369	78	12	impact	impact	NOUN
iogr-1369	78	13	force	force	NOUN
iogr-1369	78	14	were	be	AUX
iogr-1369	78	15	performed	perform	VERB
iogr-1369	78	16	using	use	VERB
iogr-1369	78	17	the	the	DET
iogr-1369	78	18	equations	equation	NOUN
iogr-1369	78	19	outlined	outline	VERB
iogr-1369	78	20	in	in	ADP
iogr-1369	78	21	the	the	DET
iogr-1369	78	22	methodology	methodology	NOUN
iogr-1369	78	23	section	section	NOUN
iogr-1369	78	24	.	.	PUNCT
iogr-1369	79	1	the	the	DET
iogr-1369	79	2	results	result	NOUN
iogr-1369	79	3	are	be	AUX
iogr-1369	79	4	presented	present	VERB
iogr-1369	79	5	in	in	ADP
iogr-1369	79	6	table	table	NOUN
iogr-1369	79	7	2	2	NUM
iogr-1369	79	8	.	.	PUNCT
iogr-1369	80	1	additionally	additionally	ADV
iogr-1369	80	2	,	,	PUNCT
iogr-1369	80	3	minimum	minimum	ADJ
iogr-1369	80	4	flow	flow	NOUN
iogr-1369	80	5	rates	rate	NOUN
iogr-1369	80	6	were	be	AUX
iogr-1369	80	7	analyzed	analyze	VERB
iogr-1369	80	8	to	to	PART
iogr-1369	80	9	ensure	ensure	VERB
iogr-1369	80	10	that	that	SCONJ
iogr-1369	80	11	the	the	DET
iogr-1369	80	12	mud	mud	NOUN
iogr-1369	80	13	flow	flow	NOUN
iogr-1369	80	14	rates	rate	NOUN
iogr-1369	80	15	are	be	AUX
iogr-1369	80	16	sufficient	sufficient	ADJ
iogr-1369	80	17	for	for	ADP
iogr-1369	80	18	transporting	transport	VERB
iogr-1369	80	19	rock	rock	NOUN
iogr-1369	80	20	cuttings	cutting	NOUN
iogr-1369	80	21	to	to	ADP
iogr-1369	80	22	the	the	DET
iogr-1369	80	23	surface	surface	NOUN
iogr-1369	80	24	.	.	PUNCT
iogr-1369	81	1	table	table	NOUN
iogr-1369	81	2	2	2	NUM
iogr-1369	81	3	—	—	PUNCT
iogr-1369	81	4	optimized	optimize	VERB
iogr-1369	81	5	hydraulic	hydraulic	ADJ
iogr-1369	81	6	parameters	parameter	NOUN
iogr-1369	81	7	.	.	PUNCT
iogr-1369	82	1	optimum	optimum	ADJ
iogr-1369	82	2	bit	bit	NOUN
iogr-1369	82	3	pressure	pressure	NOUN
iogr-1369	82	4	drop	drop	VERB
iogr-1369	82	5	optimum	optimum	ADJ
iogr-1369	82	6	flow	flow	NOUN
iogr-1369	82	7	rate	rate	NOUN
iogr-1369	82	8	optimum	optimum	ADJ
iogr-1369	82	9	nozzle	nozzle	NOUN
iogr-1369	82	10	area	area	NOUN
iogr-1369	82	11	optimum	optimum	ADJ
iogr-1369	82	12	ecd	ecd	PROPN
iogr-1369	82	13	optimum	optimum	ADJ
iogr-1369	82	14	jet	jet	NOUN
iogr-1369	82	15	impact	impact	NOUN
iogr-1369	82	16	force	force	NOUN
iogr-1369	82	17	minimum	minimum	ADJ
iogr-1369	82	18	flow	flow	NOUN
iogr-1369	82	19	rate	rate	NOUN
iogr-1369	82	20	2400	2400	NUM
iogr-1369	82	21	1259	1259	NUM
iogr-1369	82	22	0.744	0.744	NUM
iogr-1369	82	23	9.35	9.35	NUM
iogr-1369	82	24	3223.82	3223.82	NUM
iogr-1369	82	25	189	189	NUM
iogr-1369	82	26	2400	2400	NUM
iogr-1369	82	27	1214	1214	NUM
iogr-1369	82	28	0.717	0.717	NUM
iogr-1369	82	29	9.35	9.35	NUM
iogr-1369	82	30	3106.32	3106.32	NUM
iogr-1369	82	31	189	189	NUM
iogr-1369	82	32	2400	2400	NUM
iogr-1369	82	33	1010	1010	NUM
iogr-1369	82	34	0.593	0.593	NUM
iogr-1369	82	35	9.09	9.09	NUM
iogr-1369	82	36	2569.92	2569.92	NUM
iogr-1369	82	37	264	264	NUM
iogr-1369	82	38	2400	2400	NUM
iogr-1369	82	39	573	573	NUM
iogr-1369	82	40	0.337	0.337	NUM
iogr-1369	82	41	9.07	9.07	NUM
iogr-1369	82	42	1458.40	1458.40	NUM
iogr-1369	82	43	191	191	NUM
iogr-1369	82	44	improved	improved	ADJ
iogr-1369	82	45	oil	oil	NOUN
iogr-1369	82	46	and	and	CCONJ
iogr-1369	82	47	gas	gas	NOUN
iogr-1369	82	48	recovery	recovery	NOUN
iogr-1369	82	49	6	6	NUM
iogr-1369	82	50	the	the	DET
iogr-1369	82	51	anticipated	anticipate	VERB
iogr-1369	82	52	penetration	penetration	NOUN
iogr-1369	82	53	rate	rate	NOUN
iogr-1369	82	54	was	be	AUX
iogr-1369	82	55	calculated	calculate	VERB
iogr-1369	82	56	through	through	ADP
iogr-1369	82	57	multiple	multiple	ADJ
iogr-1369	82	58	regression	regression	NOUN
iogr-1369	82	59	analysis	analysis	NOUN
iogr-1369	82	60	,	,	PUNCT
iogr-1369	82	61	with	with	ADP
iogr-1369	82	62	the	the	DET
iogr-1369	82	63	evaluation	evaluation	NOUN
iogr-1369	82	64	of	of	ADP
iogr-1369	82	65	the	the	DET
iogr-1369	82	66	burgoyne	burgoyne	PROPN
iogr-1369	82	67	and	and	CCONJ
iogr-1369	82	68	young	young	ADJ
iogr-1369	82	69	model	model	NOUN
iogr-1369	82	70	coefficients	coefficient	NOUN
iogr-1369	82	71	presented	present	VERB
iogr-1369	82	72	in	in	ADP
iogr-1369	82	73	table	table	NOUN
iogr-1369	82	74	3	3	NUM
iogr-1369	82	75	.	.	PUNCT
iogr-1369	83	1	the	the	DET
iogr-1369	83	2	findings	finding	NOUN
iogr-1369	83	3	revealed	reveal	VERB
iogr-1369	83	4	that	that	SCONJ
iogr-1369	83	5	rpm	rpm	NOUN
iogr-1369	83	6	and	and	CCONJ
iogr-1369	83	7	bit	bit	NOUN
iogr-1369	83	8	wear	wear	NOUN
iogr-1369	83	9	exerted	exert	VERB
iogr-1369	83	10	the	the	DET
iogr-1369	83	11	greatest	great	ADJ
iogr-1369	83	12	influence	influence	NOUN
iogr-1369	83	13	on	on	ADP
iogr-1369	83	14	rop	rop	NOUN
iogr-1369	83	15	,	,	PUNCT
iogr-1369	83	16	followed	follow	VERB
iogr-1369	83	17	by	by	ADP
iogr-1369	83	18	hydraulics	hydraulic	NOUN
iogr-1369	83	19	and	and	CCONJ
iogr-1369	83	20	weight	weight	NOUN
iogr-1369	83	21	on	on	ADP
iogr-1369	83	22	bit	bit	NOUN
iogr-1369	83	23	.	.	PUNCT
iogr-1369	84	1	furthermore	furthermore	ADV
iogr-1369	84	2	,	,	PUNCT
iogr-1369	84	3	the	the	DET
iogr-1369	84	4	results	result	NOUN
iogr-1369	84	5	indicated	indicate	VERB
iogr-1369	84	6	a	a	DET
iogr-1369	84	7	weak	weak	ADJ
iogr-1369	84	8	formation	formation	NOUN
iogr-1369	84	9	strength	strength	NOUN
iogr-1369	84	10	based	base	VERB
iogr-1369	84	11	on	on	ADP
iogr-1369	84	12	the	the	DET
iogr-1369	84	13	coefficient	coefficient	ADJ
iogr-1369	84	14	range	range	NOUN
iogr-1369	84	15	of	of	ADP
iogr-1369	84	16	a1	a1	NOUN
iogr-1369	84	17	,	,	PUNCT
iogr-1369	84	18	while	while	SCONJ
iogr-1369	84	19	coefficients	coefficient	NOUN
iogr-1369	84	20	a6	a6	NOUN
iogr-1369	84	21	,	,	PUNCT
iogr-1369	84	22	a7	a7	PROPN
iogr-1369	84	23	,	,	PUNCT
iogr-1369	84	24	and	and	CCONJ
iogr-1369	84	25	a8	a8	PROPN
iogr-1369	84	26	highlighted	highlight	VERB
iogr-1369	84	27	the	the	DET
iogr-1369	84	28	importance	importance	NOUN
iogr-1369	84	29	of	of	ADP
iogr-1369	84	30	focusing	focus	VERB
iogr-1369	84	31	on	on	ADP
iogr-1369	84	32	rotary	rotary	ADJ
iogr-1369	84	33	speed	speed	NOUN
iogr-1369	84	34	,	,	PUNCT
iogr-1369	84	35	bit	bit	NOUN
iogr-1369	84	36	wear	wear	NOUN
iogr-1369	84	37	,	,	PUNCT
iogr-1369	84	38	and	and	CCONJ
iogr-1369	84	39	jet	jet	NOUN
iogr-1369	84	40	impact	impact	NOUN
iogr-1369	84	41	force	force	NOUN
iogr-1369	84	42	.	.	PUNCT
iogr-1369	85	1	at	at	ADP
iogr-1369	85	2	higher	high	ADJ
iogr-1369	85	3	depth	depth	NOUN
iogr-1369	85	4	,	,	PUNCT
iogr-1369	85	5	normal	normal	ADJ
iogr-1369	85	6	compaction	compaction	NOUN
iogr-1369	85	7	,	,	PUNCT
iogr-1369	85	8	under	under	NOUN
iogr-1369	85	9	-	-	PUNCT
iogr-1369	85	10	compaction	compaction	NOUN
iogr-1369	85	11	,	,	PUNCT
iogr-1369	85	12	and	and	CCONJ
iogr-1369	85	13	differential	differential	ADJ
iogr-1369	85	14	pressure	pressure	NOUN
iogr-1369	85	15	are	be	AUX
iogr-1369	85	16	worth	worth	ADJ
iogr-1369	85	17	optimizing	optimize	VERB
iogr-1369	85	18	.	.	PUNCT
iogr-1369	86	1	table	table	NOUN
iogr-1369	86	2	3	3	NUM
iogr-1369	86	3	—	—	PUNCT
iogr-1369	86	4	coefficient	coefficient	NOUN
iogr-1369	86	5	of	of	ADP
iogr-1369	86	6	burgoyne	burgoyne	PROPN
iogr-1369	86	7	&	&	CCONJ
iogr-1369	86	8	young	young	ADJ
iogr-1369	86	9	model	model	NOUN
iogr-1369	86	10	.	.	PUNCT
iogr-1369	87	1	factors	factor	NOUN
iogr-1369	87	2	coefficients	coefficient	VERB
iogr-1369	87	3	values	value	NOUN
iogr-1369	87	4	formation	formation	NOUN
iogr-1369	87	5	strength	strength	NOUN
iogr-1369	87	6	a1	a1	NOUN
iogr-1369	87	7	24.34	24.34	NUM
iogr-1369	87	8	normal	normal	ADJ
iogr-1369	87	9	compaction	compaction	NOUN
iogr-1369	87	10	a2	a2	PROPN
iogr-1369	87	11	-0.0013	-0.0013	VERB
iogr-1369	88	1	under	under	ADP
iogr-1369	88	2	-	-	PUNCT
iogr-1369	88	3	compaction	compaction	NOUN
iogr-1369	88	4	a3	a3	NOUN
iogr-1369	88	5	-0.0620	-0.0620	PROPN
iogr-1369	88	6	differential	differential	PROPN
iogr-1369	88	7	pressure	pressure	NOUN
iogr-1369	88	8	a4	a4	NOUN
iogr-1369	88	9	0.0085	0.0085	NUM
iogr-1369	88	10	weight	weight	NOUN
iogr-1369	88	11	on	on	ADP
iogr-1369	88	12	bit	bit	NOUN
iogr-1369	88	13	a5	a5	PROPN
iogr-1369	88	14	0.7686	0.7686	NUM
iogr-1369	88	15	rotary	rotary	NOUN
iogr-1369	88	16	speed	speed	NOUN
iogr-1369	88	17	a6	a6	NOUN
iogr-1369	88	18	-9.67	-9.67	NUM
iogr-1369	88	19	bit	bit	NOUN
iogr-1369	88	20	tooth	tooth	NOUN
iogr-1369	88	21	wear	wear	NOUN
iogr-1369	88	22	a7	a7	PROPN
iogr-1369	88	23	3.91	3.91	NUM
iogr-1369	88	24	jet	jet	NOUN
iogr-1369	88	25	impact	impact	NOUN
iogr-1369	88	26	force	force	NOUN
iogr-1369	88	27	a8	a8	PROPN
iogr-1369	88	28	1.53	1.53	NUM
iogr-1369	88	29	the	the	DET
iogr-1369	88	30	impact	impact	NOUN
iogr-1369	88	31	of	of	ADP
iogr-1369	88	32	flow	flow	NOUN
iogr-1369	88	33	rate	rate	NOUN
iogr-1369	88	34	on	on	ADP
iogr-1369	88	35	rop	rop	PROPN
iogr-1369	88	36	is	be	AUX
iogr-1369	88	37	illustrated	illustrate	VERB
iogr-1369	88	38	in	in	ADP
iogr-1369	88	39	figure	figure	NOUN
iogr-1369	88	40	4	4	NUM
iogr-1369	88	41	.	.	PUNCT
iogr-1369	89	1	as	as	ADP
iogr-1369	89	2	the	the	DET
iogr-1369	89	3	flow	flow	NOUN
iogr-1369	89	4	rate	rate	NOUN
iogr-1369	89	5	rises	rise	NOUN
iogr-1369	89	6	,	,	PUNCT
iogr-1369	89	7	the	the	DET
iogr-1369	89	8	parameters	parameter	NOUN
iogr-1369	89	9	x4	x4	PROPN
iogr-1369	89	10	and	and	CCONJ
iogr-1369	89	11	x8	x8	PROPN
iogr-1369	89	12	,	,	PUNCT
iogr-1369	89	13	representing	represent	VERB
iogr-1369	89	14	the	the	DET
iogr-1369	89	15	equivalent	equivalent	ADJ
iogr-1369	89	16	circulating	circulate	VERB
iogr-1369	89	17	density	density	NOUN
iogr-1369	89	18	and	and	CCONJ
iogr-1369	89	19	jet	jet	NOUN
iogr-1369	89	20	impact	impact	NOUN
iogr-1369	89	21	force	force	NOUN
iogr-1369	89	22	,	,	PUNCT
iogr-1369	89	23	are	be	AUX
iogr-1369	89	24	impacted	impact	VERB
iogr-1369	89	25	.	.	PUNCT
iogr-1369	90	1	specifically	specifically	ADV
iogr-1369	90	2	,	,	PUNCT
iogr-1369	90	3	an	an	DET
iogr-1369	90	4	increase	increase	NOUN
iogr-1369	90	5	in	in	ADP
iogr-1369	90	6	jet	jet	NOUN
iogr-1369	90	7	impact	impact	NOUN
iogr-1369	90	8	leads	lead	VERB
iogr-1369	90	9	to	to	ADP
iogr-1369	90	10	a	a	DET
iogr-1369	90	11	higher	high	ADJ
iogr-1369	90	12	rop	rop	NOUN
iogr-1369	90	13	,	,	PUNCT
iogr-1369	90	14	whereas	whereas	SCONJ
iogr-1369	90	15	a	a	DET
iogr-1369	90	16	rise	rise	NOUN
iogr-1369	90	17	in	in	ADP
iogr-1369	90	18	equivalent	equivalent	ADJ
iogr-1369	90	19	circulating	circulate	VERB
iogr-1369	90	20	density	density	NOUN
iogr-1369	90	21	results	result	NOUN
iogr-1369	90	22	in	in	ADP
iogr-1369	90	23	a	a	DET
iogr-1369	90	24	lower	low	ADJ
iogr-1369	90	25	rate	rate	NOUN
iogr-1369	90	26	of	of	ADP
iogr-1369	90	27	penetration	penetration	NOUN
iogr-1369	90	28	.	.	PUNCT
iogr-1369	91	1	despite	despite	SCONJ
iogr-1369	91	2	this	this	PRON
iogr-1369	91	3	,	,	PUNCT
iogr-1369	91	4	rop	rop	PROPN
iogr-1369	91	5	experiences	experience	VERB
iogr-1369	91	6	an	an	DET
iogr-1369	91	7	increase	increase	NOUN
iogr-1369	91	8	with	with	ADP
iogr-1369	91	9	flow	flow	NOUN
iogr-1369	91	10	rate	rate	NOUN
iogr-1369	91	11	due	due	ADP
iogr-1369	91	12	to	to	ADP
iogr-1369	91	13	the	the	DET
iogr-1369	91	14	heightened	heighten	VERB
iogr-1369	91	15	jet	jet	NOUN
iogr-1369	91	16	impact	impact	NOUN
iogr-1369	91	17	force	force	NOUN
iogr-1369	91	18	.	.	PUNCT
iogr-1369	92	1	however	however	ADV
iogr-1369	92	2	,	,	PUNCT
iogr-1369	92	3	it	it	PRON
iogr-1369	92	4	decreases	decrease	VERB
iogr-1369	92	5	because	because	SCONJ
iogr-1369	92	6	of	of	ADP
iogr-1369	92	7	the	the	DET
iogr-1369	92	8	differential	differential	ADJ
iogr-1369	92	9	pressure	pressure	NOUN
iogr-1369	92	10	between	between	ADP
iogr-1369	92	11	equivalent	equivalent	ADJ
iogr-1369	92	12	circulating	circulate	VERB
iogr-1369	92	13	density	density	NOUN
iogr-1369	92	14	and	and	CCONJ
iogr-1369	92	15	the	the	DET
iogr-1369	92	16	high	high	ADJ
iogr-1369	92	17	pore	pore	ADJ
iogr-1369	92	18	pressure	pressure	NOUN
iogr-1369	92	19	gradient	gradient	NOUN
iogr-1369	92	20	.	.	PUNCT
iogr-1369	93	1	figure	figure	NOUN
iogr-1369	93	2	4	4	NUM
iogr-1369	93	3	—	—	PUNCT
iogr-1369	93	4	rate	rate	NOUN
iogr-1369	93	5	of	of	ADP
iogr-1369	93	6	penetration	penetration	NOUN
iogr-1369	93	7	versus	versus	ADP
iogr-1369	93	8	flow	flow	NOUN
iogr-1369	93	9	rate	rate	NOUN
iogr-1369	93	10	.	.	PUNCT
iogr-1369	94	1	figure	figure	NOUN
iogr-1369	94	2	5	5	NUM
iogr-1369	94	3	depicts	depict	VERB
iogr-1369	94	4	the	the	DET
iogr-1369	94	5	correlation	correlation	NOUN
iogr-1369	94	6	between	between	ADP
iogr-1369	94	7	the	the	DET
iogr-1369	94	8	rop	rop	NOUN
iogr-1369	94	9	and	and	CCONJ
iogr-1369	94	10	the	the	DET
iogr-1369	94	11	jet	jet	NOUN
iogr-1369	94	12	impact	impact	NOUN
iogr-1369	94	13	force	force	NOUN
iogr-1369	94	14	.	.	PUNCT
iogr-1369	95	1	elevating	elevate	VERB
iogr-1369	95	2	the	the	DET
iogr-1369	95	3	jet	jet	NOUN
iogr-1369	95	4	impact	impact	NOUN
iogr-1369	95	5	force	force	NOUN
iogr-1369	95	6	results	result	VERB
iogr-1369	95	7	in	in	ADP
iogr-1369	95	8	an	an	DET
iogr-1369	95	9	increase	increase	NOUN
iogr-1369	95	10	in	in	ADP
iogr-1369	95	11	the	the	DET
iogr-1369	95	12	rop	rop	NOUN
iogr-1369	95	13	.	.	PUNCT
iogr-1369	96	1	nevertheless	nevertheless	ADV
iogr-1369	96	2	,	,	PUNCT
iogr-1369	96	3	boosting	boost	VERB
iogr-1369	96	4	the	the	DET
iogr-1369	96	5	jet	jet	NOUN
iogr-1369	96	6	impact	impact	NOUN
iogr-1369	96	7	force	force	NOUN
iogr-1369	96	8	necessitates	necessitate	VERB
iogr-1369	96	9	a	a	DET
iogr-1369	96	10	rise	rise	NOUN
iogr-1369	96	11	in	in	ADP
iogr-1369	96	12	the	the	DET
iogr-1369	96	13	flow	flow	NOUN
iogr-1369	96	14	rate	rate	NOUN
iogr-1369	96	15	,	,	PUNCT
iogr-1369	96	16	which	which	PRON
iogr-1369	96	17	could	could	AUX
iogr-1369	96	18	potentially	potentially	ADV
iogr-1369	96	19	lead	lead	VERB
iogr-1369	96	20	to	to	ADP
iogr-1369	96	21	a	a	DET
iogr-1369	96	22	decrease	decrease	NOUN
iogr-1369	96	23	in	in	ADP
iogr-1369	96	24	the	the	DET
iogr-1369	96	25	rop	rop	NOUN
iogr-1369	96	26	once	once	SCONJ
iogr-1369	96	27	it	it	PRON
iogr-1369	96	28	reaches	reach	VERB
iogr-1369	96	29	the	the	DET
iogr-1369	96	30	optimal	optimal	ADJ
iogr-1369	96	31	level	level	NOUN
iogr-1369	96	32	.	.	PUNCT
iogr-1369	97	1	therefore	therefore	ADV
iogr-1369	97	2	,	,	PUNCT
iogr-1369	97	3	it	it	PRON
iogr-1369	97	4	is	be	AUX
iogr-1369	97	5	crucial	crucial	ADJ
iogr-1369	97	6	to	to	PART
iogr-1369	97	7	optimize	optimize	VERB
iogr-1369	97	8	the	the	DET
iogr-1369	97	9	jet	jet	NOUN
iogr-1369	97	10	impact	impact	NOUN
iogr-1369	97	11	force	force	NOUN
iogr-1369	97	12	by	by	ADP
iogr-1369	97	13	reducing	reduce	VERB
iogr-1369	97	14	the	the	DET
iogr-1369	97	15	total	total	ADJ
iogr-1369	97	16	nozzle	nozzle	NOUN
iogr-1369	97	17	area	area	NOUN
iogr-1369	97	18	to	to	ADP
iogr-1369	97	19	the	the	DET
iogr-1369	97	20	maximum	maximum	ADJ
iogr-1369	97	21	bit	bit	NOUN
iogr-1369	97	22	pressure	pressure	NOUN
iogr-1369	97	23	drop	drop	NOUN
iogr-1369	97	24	.	.	PUNCT
iogr-1369	98	1	furthermore	furthermore	ADV
iogr-1369	98	2	,	,	PUNCT
iogr-1369	98	3	the	the	DET
iogr-1369	98	4	enhancement	enhancement	NOUN
iogr-1369	98	5	in	in	ADP
iogr-1369	98	6	the	the	DET
iogr-1369	98	7	rop	rop	NOUN
iogr-1369	98	8	is	be	AUX
iogr-1369	98	9	attributed	attribute	VERB
iogr-1369	98	10	to	to	ADP
iogr-1369	98	11	the	the	DET
iogr-1369	98	12	reduction	reduction	NOUN
iogr-1369	98	13	in	in	ADP
iogr-1369	98	14	the	the	DET
iogr-1369	98	15	total	total	ADJ
iogr-1369	98	16	nozzle	nozzle	NOUN
iogr-1369	98	17	area	area	NOUN
iogr-1369	98	18	and	and	CCONJ
iogr-1369	98	19	becomes	become	VERB
iogr-1369	98	20	more	more	ADV
iogr-1369	98	21	pronounced	pronounced	ADJ
iogr-1369	98	22	at	at	ADP
iogr-1369	98	23	higher	high	ADJ
iogr-1369	98	24	jet	jet	NOUN
iogr-1369	98	25	impact	impact	NOUN
iogr-1369	98	26	forces	force	NOUN
iogr-1369	98	27	.	.	PUNCT
iogr-1369	99	1	improved	improve	VERB
iogr-1369	99	2	oil	oil	NOUN
iogr-1369	99	3	and	and	CCONJ
iogr-1369	99	4	gas	gas	NOUN
iogr-1369	99	5	recovery	recovery	NOUN
iogr-1369	99	6	7	7	NUM
iogr-1369	99	7	figure	figure	NOUN
iogr-1369	99	8	5	5	NUM
iogr-1369	99	9	—	—	PUNCT
iogr-1369	99	10	rate	rate	NOUN
iogr-1369	99	11	of	of	ADP
iogr-1369	99	12	penetration	penetration	NOUN
iogr-1369	99	13	against	against	ADP
iogr-1369	99	14	jet	jet	NOUN
iogr-1369	99	15	impact	impact	NOUN
iogr-1369	99	16	force	force	NOUN
iogr-1369	99	17	at	at	ADP
iogr-1369	99	18	different	different	ADJ
iogr-1369	99	19	total	total	ADJ
iogr-1369	99	20	nozzle	nozzle	NOUN
iogr-1369	99	21	areas	area	NOUN
iogr-1369	99	22	(	(	PUNCT
iogr-1369	99	23	an	an	NOUN
iogr-1369	99	24	)	)	PUNCT
iogr-1369	99	25	.	.	PUNCT
iogr-1369	100	1	the	the	DET
iogr-1369	100	2	rop	rop	PROPN
iogr-1369	100	3	refers	refer	VERB
iogr-1369	100	4	to	to	ADP
iogr-1369	100	5	how	how	SCONJ
iogr-1369	100	6	quickly	quickly	ADV
iogr-1369	100	7	the	the	DET
iogr-1369	100	8	drill	drill	NOUN
iogr-1369	100	9	bit	bit	NOUN
iogr-1369	100	10	advances	advance	NOUN
iogr-1369	100	11	through	through	ADP
iogr-1369	100	12	the	the	DET
iogr-1369	100	13	formation	formation	NOUN
iogr-1369	100	14	,	,	PUNCT
iogr-1369	100	15	while	while	SCONJ
iogr-1369	100	16	ecd	ecd	PROPN
iogr-1369	100	17	represents	represent	VERB
iogr-1369	100	18	the	the	DET
iogr-1369	100	19	effective	effective	ADJ
iogr-1369	100	20	mud	mud	NOUN
iogr-1369	100	21	density	density	NOUN
iogr-1369	100	22	inside	inside	ADP
iogr-1369	100	23	the	the	DET
iogr-1369	100	24	wellbore	wellbore	NOUN
iogr-1369	100	25	,	,	PUNCT
iogr-1369	100	26	accounting	account	VERB
iogr-1369	100	27	for	for	ADP
iogr-1369	100	28	both	both	CCONJ
iogr-1369	100	29	the	the	DET
iogr-1369	100	30	static	static	ADJ
iogr-1369	100	31	mud	mud	NOUN
iogr-1369	100	32	weight	weight	NOUN
iogr-1369	100	33	and	and	CCONJ
iogr-1369	100	34	the	the	DET
iogr-1369	100	35	dynamic	dynamic	ADJ
iogr-1369	100	36	effects	effect	NOUN
iogr-1369	100	37	of	of	ADP
iogr-1369	100	38	fluid	fluid	ADJ
iogr-1369	100	39	circulation	circulation	NOUN
iogr-1369	100	40	.	.	PUNCT
iogr-1369	101	1	therefore	therefore	ADV
iogr-1369	101	2	,	,	PUNCT
iogr-1369	101	3	figure	figure	VERB
iogr-1369	101	4	6	6	NUM
iogr-1369	101	5	presents	present	VERB
iogr-1369	101	6	the	the	DET
iogr-1369	101	7	relationship	relationship	NOUN
iogr-1369	101	8	between	between	ADP
iogr-1369	101	9	rate	rate	NOUN
iogr-1369	101	10	of	of	ADP
iogr-1369	101	11	penetration	penetration	NOUN
iogr-1369	101	12	and	and	CCONJ
iogr-1369	101	13	equivalent	equivalent	ADJ
iogr-1369	101	14	circulating	circulating	ADJ
iogr-1369	101	15	density	density	NOUN
iogr-1369	101	16	,	,	PUNCT
iogr-1369	101	17	where	where	SCONJ
iogr-1369	101	18	rop	rop	PROPN
iogr-1369	101	19	increases	increase	VERB
iogr-1369	101	20	with	with	ADP
iogr-1369	101	21	ecd	ecd	PROPN
iogr-1369	101	22	,	,	PUNCT
iogr-1369	101	23	is	be	AUX
iogr-1369	101	24	primarily	primarily	ADV
iogr-1369	101	25	due	due	ADJ
iogr-1369	101	26	to	to	ADP
iogr-1369	101	27	optimized	optimize	VERB
iogr-1369	101	28	differential	differential	NOUN
iogr-1369	101	29	pressure	pressure	NOUN
iogr-1369	101	30	,	,	PUNCT
iogr-1369	101	31	improved	improve	VERB
iogr-1369	101	32	jet	jet	NOUN
iogr-1369	101	33	impact	impact	NOUN
iogr-1369	101	34	force	force	NOUN
iogr-1369	101	35	,	,	PUNCT
iogr-1369	101	36	and	and	CCONJ
iogr-1369	101	37	more	more	ADV
iogr-1369	101	38	efficient	efficient	ADJ
iogr-1369	101	39	cuttings	cutting	NOUN
iogr-1369	101	40	removal	removal	NOUN
iogr-1369	101	41	.	.	PUNCT
iogr-1369	102	1	however	however	ADV
iogr-1369	102	2	,	,	PUNCT
iogr-1369	102	3	controlling	control	VERB
iogr-1369	102	4	ecd	ecd	PROPN
iogr-1369	102	5	within	within	ADP
iogr-1369	102	6	optimal	optimal	ADJ
iogr-1369	102	7	limits	limit	NOUN
iogr-1369	102	8	is	be	AUX
iogr-1369	102	9	crucial	crucial	ADJ
iogr-1369	102	10	to	to	ADP
iogr-1369	102	11	maintaining	maintain	VERB
iogr-1369	102	12	drilling	drilling	NOUN
iogr-1369	102	13	efficiency	efficiency	NOUN
iogr-1369	102	14	without	without	ADP
iogr-1369	102	15	causing	cause	VERB
iogr-1369	102	16	wellbore	wellbore	NOUN
iogr-1369	102	17	stability	stability	NOUN
iogr-1369	102	18	issues	issue	NOUN
iogr-1369	102	19	.	.	PUNCT
iogr-1369	103	1	figure	figure	VERB
iogr-1369	103	2	6	6	NUM
iogr-1369	103	3	—	—	PUNCT
iogr-1369	103	4	rate	rate	NOUN
iogr-1369	103	5	of	of	ADP
iogr-1369	103	6	penetration	penetration	NOUN
iogr-1369	103	7	against	against	ADP
iogr-1369	103	8	equivalent	equivalent	ADJ
iogr-1369	103	9	circulating	circulate	VERB
iogr-1369	103	10	density	density	NOUN
iogr-1369	103	11	.	.	PUNCT
iogr-1369	104	1	table	table	NOUN
iogr-1369	104	2	4	4	NUM
iogr-1369	104	3	demonstrates	demonstrate	VERB
iogr-1369	104	4	that	that	SCONJ
iogr-1369	104	5	the	the	DET
iogr-1369	104	6	optimized	optimize	VERB
iogr-1369	104	7	jet	jet	NOUN
iogr-1369	104	8	impact	impact	NOUN
iogr-1369	104	9	force	force	NOUN
iogr-1369	104	10	has	have	VERB
iogr-1369	104	11	a	a	DET
iogr-1369	104	12	considerable	considerable	ADJ
iogr-1369	104	13	influence	influence	NOUN
iogr-1369	104	14	on	on	ADP
iogr-1369	104	15	the	the	DET
iogr-1369	104	16	rop	rop	NOUN
iogr-1369	104	17	.	.	PUNCT
iogr-1369	105	1	on	on	ADP
iogr-1369	105	2	average	average	ADJ
iogr-1369	105	3	,	,	PUNCT
iogr-1369	105	4	there	there	PRON
iogr-1369	105	5	is	be	VERB
iogr-1369	105	6	an	an	DET
iogr-1369	105	7	increase	increase	NOUN
iogr-1369	105	8	of	of	ADP
iogr-1369	105	9	ten	ten	NUM
iogr-1369	105	10	times	time	NOUN
iogr-1369	105	11	the	the	DET
iogr-1369	105	12	original	original	ADJ
iogr-1369	105	13	rop	rop	NOUN
iogr-1369	105	14	and	and	CCONJ
iogr-1369	105	15	a	a	DET
iogr-1369	105	16	minimum	minimum	NOUN
iogr-1369	105	17	of	of	ADP
iogr-1369	105	18	1.65	1.65	NUM
iogr-1369	105	19	times	time	NOUN
iogr-1369	105	20	the	the	DET
iogr-1369	105	21	original	original	ADJ
iogr-1369	105	22	rop	rop	NOUN
iogr-1369	105	23	.	.	PUNCT
iogr-1369	106	1	however	however	ADV
iogr-1369	106	2	,	,	PUNCT
iogr-1369	106	3	the	the	DET
iogr-1369	106	4	actual	actual	ADJ
iogr-1369	106	5	rop	rop	NOUN
iogr-1369	106	6	value	value	NOUN
iogr-1369	106	7	could	could	AUX
iogr-1369	106	8	be	be	AUX
iogr-1369	106	9	lower	low	ADJ
iogr-1369	106	10	than	than	SCONJ
iogr-1369	106	11	expected	expect	VERB
iogr-1369	106	12	due	due	ADP
iogr-1369	106	13	to	to	ADP
iogr-1369	106	14	other	other	ADJ
iogr-1369	106	15	factors	factor	NOUN
iogr-1369	106	16	that	that	PRON
iogr-1369	106	17	may	may	AUX
iogr-1369	106	18	affect	affect	VERB
iogr-1369	106	19	the	the	DET
iogr-1369	106	20	rop	rop	NOUN
iogr-1369	106	21	when	when	SCONJ
iogr-1369	106	22	increasing	increase	VERB
iogr-1369	106	23	the	the	DET
iogr-1369	106	24	jet	jet	NOUN
iogr-1369	106	25	impact	impact	NOUN
iogr-1369	106	26	force	force	NOUN
iogr-1369	106	27	or	or	CCONJ
iogr-1369	106	28	the	the	DET
iogr-1369	106	29	accuracy	accuracy	NOUN
iogr-1369	106	30	of	of	ADP
iogr-1369	106	31	the	the	DET
iogr-1369	106	32	model	model	NOUN
iogr-1369	106	33	.	.	PUNCT
iogr-1369	107	1	table	table	NOUN
iogr-1369	107	2	4	4	NUM
iogr-1369	107	3	—	—	PUNCT
iogr-1369	107	4	the	the	DET
iogr-1369	107	5	actual	actual	ADJ
iogr-1369	107	6	rop	rop	NOUN
iogr-1369	107	7	and	and	CCONJ
iogr-1369	107	8	optimized	optimize	VERB
iogr-1369	107	9	rop	rop	NOUN
iogr-1369	107	10	.	.	PUNCT
iogr-1369	108	1	actual	actual	ADJ
iogr-1369	108	2	rop	rop	PROPN
iogr-1369	108	3	optimized	optimize	VERB
iogr-1369	108	4	rop	rop	PROPN
iogr-1369	108	5	percentage	percentage	NOUN
iogr-1369	108	6	increased	increase	VERB
iogr-1369	108	7	(	(	PUNCT
iogr-1369	108	8	%	%	NOUN
iogr-1369	108	9	)	)	PUNCT
iogr-1369	108	10	71.85	71.85	NUM
iogr-1369	108	11	1236.04	1236.04	NUM
iogr-1369	108	12	1620	1620	NUM
iogr-1369	108	13	%	%	NOUN
iogr-1369	108	14	147.64	147.64	NUM
iogr-1369	108	15	1709.97	1709.97	NUM
iogr-1369	108	16	1058	1058	NUM
iogr-1369	108	17	%	%	NOUN
iogr-1369	108	18	350.39	350.39	NUM
iogr-1369	108	19	2301.25	2301.25	NUM
iogr-1369	108	20	557	557	NUM
iogr-1369	108	21	%	%	NOUN
iogr-1369	108	22	206.69	206.69	NUM
iogr-1369	108	23	548.30	548.30	NUM
iogr-1369	108	24	165	165	NUM
iogr-1369	108	25	%	%	NOUN
iogr-1369	108	26	improved	improve	VERB
iogr-1369	108	27	oil	oil	NOUN
iogr-1369	108	28	and	and	CCONJ
iogr-1369	108	29	gas	gas	NOUN
iogr-1369	108	30	recovery	recovery	NOUN
iogr-1369	108	31	8	8	NUM
iogr-1369	108	32	conclusions	conclusion	NOUN
iogr-1369	108	33	the	the	DET
iogr-1369	108	34	research	research	NOUN
iogr-1369	108	35	has	have	AUX
iogr-1369	108	36	demonstrated	demonstrate	VERB
iogr-1369	108	37	the	the	DET
iogr-1369	108	38	efficacy	efficacy	NOUN
iogr-1369	108	39	of	of	ADP
iogr-1369	108	40	hydraulic	hydraulic	ADJ
iogr-1369	108	41	optimization	optimization	NOUN
iogr-1369	108	42	in	in	ADP
iogr-1369	108	43	enhancing	enhance	VERB
iogr-1369	108	44	drilling	drilling	NOUN
iogr-1369	108	45	efficiency	efficiency	NOUN
iogr-1369	108	46	by	by	ADP
iogr-1369	108	47	concentrating	concentrate	VERB
iogr-1369	108	48	on	on	ADP
iogr-1369	108	49	the	the	DET
iogr-1369	108	50	improvement	improvement	NOUN
iogr-1369	108	51	of	of	ADP
iogr-1369	108	52	the	the	DET
iogr-1369	108	53	rate	rate	NOUN
iogr-1369	108	54	of	of	ADP
iogr-1369	108	55	penetration	penetration	NOUN
iogr-1369	108	56	through	through	ADP
iogr-1369	108	57	the	the	DET
iogr-1369	108	58	optimization	optimization	NOUN
iogr-1369	108	59	of	of	ADP
iogr-1369	108	60	jet	jet	NOUN
iogr-1369	108	61	impact	impact	NOUN
iogr-1369	108	62	force	force	NOUN
iogr-1369	108	63	and	and	CCONJ
iogr-1369	108	64	equivalent	equivalent	ADJ
iogr-1369	108	65	circulating	circulate	VERB
iogr-1369	108	66	density	density	NOUN
iogr-1369	108	67	.	.	PUNCT
iogr-1369	109	1	additionally	additionally	ADV
iogr-1369	109	2	,	,	PUNCT
iogr-1369	109	3	the	the	DET
iogr-1369	109	4	study	study	NOUN
iogr-1369	109	5	noted	note	VERB
iogr-1369	109	6	an	an	DET
iogr-1369	109	7	increase	increase	NOUN
iogr-1369	109	8	in	in	ADP
iogr-1369	109	9	rate	rate	NOUN
iogr-1369	109	10	of	of	ADP
iogr-1369	109	11	penetration	penetration	NOUN
iogr-1369	109	12	when	when	SCONJ
iogr-1369	109	13	applying	apply	VERB
iogr-1369	109	14	the	the	DET
iogr-1369	109	15	burgoyne	burgoyne	NOUN
iogr-1369	109	16	and	and	CCONJ
iogr-1369	109	17	young	young	ADJ
iogr-1369	109	18	model	model	NOUN
iogr-1369	109	19	.	.	PUNCT
iogr-1369	110	1	the	the	DET
iogr-1369	110	2	findings	finding	NOUN
iogr-1369	110	3	suggest	suggest	VERB
iogr-1369	110	4	that	that	SCONJ
iogr-1369	110	5	factors	factor	NOUN
iogr-1369	110	6	,	,	PUNCT
iogr-1369	110	7	including	include	VERB
iogr-1369	110	8	depth	depth	NOUN
iogr-1369	110	9	,	,	PUNCT
iogr-1369	110	10	weight	weight	NOUN
iogr-1369	110	11	on	on	ADP
iogr-1369	110	12	bit	bit	NOUN
iogr-1369	110	13	,	,	PUNCT
iogr-1369	110	14	revolutions	revolution	NOUN
iogr-1369	110	15	per	per	ADP
iogr-1369	110	16	minute	minute	NOUN
iogr-1369	110	17	,	,	PUNCT
iogr-1369	110	18	flow	flow	NOUN
iogr-1369	110	19	rate	rate	NOUN
iogr-1369	110	20	,	,	PUNCT
iogr-1369	110	21	equivalent	equivalent	ADJ
iogr-1369	110	22	circulating	circulate	VERB
iogr-1369	110	23	density	density	NOUN
iogr-1369	110	24	,	,	PUNCT
iogr-1369	110	25	and	and	CCONJ
iogr-1369	110	26	jet	jet	NOUN
iogr-1369	110	27	impact	impact	NOUN
iogr-1369	110	28	force	force	NOUN
iogr-1369	110	29	,	,	PUNCT
iogr-1369	110	30	require	require	VERB
iogr-1369	110	31	optimization	optimization	NOUN
iogr-1369	110	32	.	.	PUNCT
iogr-1369	111	1	the	the	DET
iogr-1369	111	2	effect	effect	NOUN
iogr-1369	111	3	of	of	ADP
iogr-1369	111	4	flow	flow	NOUN
iogr-1369	111	5	rate	rate	NOUN
iogr-1369	111	6	on	on	ADP
iogr-1369	111	7	both	both	CCONJ
iogr-1369	111	8	equivalent	equivalent	ADJ
iogr-1369	111	9	circulating	circulate	VERB
iogr-1369	111	10	density	density	NOUN
iogr-1369	111	11	and	and	CCONJ
iogr-1369	111	12	jet	jet	NOUN
iogr-1369	111	13	impact	impact	NOUN
iogr-1369	111	14	force	force	NOUN
iogr-1369	111	15	is	be	AUX
iogr-1369	111	16	vital	vital	ADJ
iogr-1369	111	17	for	for	ADP
iogr-1369	111	18	boosting	boost	VERB
iogr-1369	111	19	drilling	drilling	NOUN
iogr-1369	111	20	efficiency	efficiency	NOUN
iogr-1369	111	21	.	.	PUNCT
iogr-1369	112	1	on	on	ADP
iogr-1369	112	2	average	average	ADJ
iogr-1369	112	3	,	,	PUNCT
iogr-1369	112	4	rate	rate	NOUN
iogr-1369	112	5	of	of	ADP
iogr-1369	112	6	penetration	penetration	NOUN
iogr-1369	112	7	experienced	experience	VERB
iogr-1369	112	8	a	a	DET
iogr-1369	112	9	tenfold	tenfold	ADJ
iogr-1369	112	10	increase	increase	NOUN
iogr-1369	112	11	compared	compare	VERB
iogr-1369	112	12	to	to	ADP
iogr-1369	112	13	the	the	DET
iogr-1369	112	14	baseline	baseline	NOUN
iogr-1369	112	15	,	,	PUNCT
iogr-1369	112	16	with	with	ADP
iogr-1369	112	17	a	a	DET
iogr-1369	112	18	minimum	minimum	ADJ
iogr-1369	112	19	enhancement	enhancement	NOUN
iogr-1369	112	20	of	of	ADP
iogr-1369	112	21	1.65	1.65	NUM
iogr-1369	112	22	times	time	NOUN
iogr-1369	112	23	the	the	DET
iogr-1369	112	24	original	original	ADJ
iogr-1369	112	25	rate	rate	NOUN
iogr-1369	112	26	of	of	ADP
iogr-1369	112	27	penetration	penetration	NOUN
iogr-1369	112	28	.	.	PUNCT
iogr-1369	113	1	in	in	ADP
iogr-1369	113	2	summary	summary	NOUN
iogr-1369	113	3	,	,	PUNCT
iogr-1369	113	4	this	this	DET
iogr-1369	113	5	paper	paper	NOUN
iogr-1369	113	6	highlights	highlight	VERB
iogr-1369	113	7	the	the	DET
iogr-1369	113	8	critical	critical	ADJ
iogr-1369	113	9	role	role	NOUN
iogr-1369	113	10	of	of	ADP
iogr-1369	113	11	flow	flow	NOUN
iogr-1369	113	12	rate	rate	NOUN
iogr-1369	113	13	in	in	ADP
iogr-1369	113	14	influencing	influence	VERB
iogr-1369	113	15	rate	rate	NOUN
iogr-1369	113	16	of	of	ADP
iogr-1369	113	17	penetration	penetration	NOUN
iogr-1369	113	18	,	,	PUNCT
iogr-1369	113	19	emphasizing	emphasize	VERB
iogr-1369	113	20	the	the	DET
iogr-1369	113	21	necessity	necessity	NOUN
iogr-1369	113	22	for	for	ADP
iogr-1369	113	23	further	further	ADJ
iogr-1369	113	24	investigation	investigation	NOUN
iogr-1369	113	25	and	and	CCONJ
iogr-1369	113	26	optimization	optimization	NOUN
iogr-1369	113	27	of	of	ADP
iogr-1369	113	28	flow	flow	NOUN
iogr-1369	113	29	rate	rate	NOUN
iogr-1369	113	30	management	management	NOUN
iogr-1369	113	31	strategies	strategy	NOUN
iogr-1369	113	32	to	to	PART
iogr-1369	113	33	attain	attain	VERB
iogr-1369	113	34	optimal	optimal	ADJ
iogr-1369	113	35	drilling	drilling	NOUN
iogr-1369	113	36	performance	performance	NOUN
iogr-1369	113	37	.	.	PUNCT
iogr-1369	114	1	nomenclature	nomenclature	NOUN
iogr-1369	114	2	ann	ann	PROPN
iogr-1369	114	3	=	=	ADJ
iogr-1369	114	4	artificial	artificial	ADJ
iogr-1369	114	5	neural	neural	ADJ
iogr-1369	114	6	network	network	NOUN
iogr-1369	114	7	ecd	ecd	PROPN
iogr-1369	115	1	=	=	NOUN
iogr-1369	115	2	equivalent	equivalent	ADJ
iogr-1369	115	3	circulating	circulate	VERB
iogr-1369	115	4	density	density	NOUN
iogr-1369	115	5	ga	ga	PROPN
iogr-1369	116	1	=	=	NOUN
iogr-1369	116	2	genetic	genetic	ADJ
iogr-1369	116	3	algorithm	algorithm	NOUN
iogr-1369	116	4	gpm	gpm	NOUN
iogr-1369	116	5	=	=	NOUN
iogr-1369	116	6	gallon	gallon	NOUN
iogr-1369	116	7	per	per	ADP
iogr-1369	116	8	minute	minute	NOUN
iogr-1369	116	9	hhp	hhp	PROPN
iogr-1369	116	10	=	=	PROPN
iogr-1369	116	11	hydraulic	hydraulic	ADJ
iogr-1369	116	12	horsepower	horsepower	NOUN
iogr-1369	116	13	jif	jif	PROPN
iogr-1369	117	1	=	=	NOUN
iogr-1369	117	2	jet	jet	NOUN
iogr-1369	117	3	impact	impact	NOUN
iogr-1369	117	4	force	force	NOUN
iogr-1369	117	5	mlr	mlr	NOUN
iogr-1369	117	6	=	=	SYM
iogr-1369	117	7	multiple	multiple	ADJ
iogr-1369	117	8	linear	linear	ADJ
iogr-1369	117	9	regression	regression	NOUN
iogr-1369	117	10	mse	mse	NOUN
iogr-1369	117	11	=	=	ADJ
iogr-1369	117	12	mechanical	mechanical	ADJ
iogr-1369	117	13	specific	specific	ADJ
iogr-1369	117	14	energy	energy	NOUN
iogr-1369	117	15	pdc	pdc	PROPN
iogr-1369	117	16	=	=	PRON
iogr-1369	117	17	polycrystalline	polycrystalline	VERB
iogr-1369	117	18	diamond	diamond	NOUN
iogr-1369	117	19	compact	compact	ADJ
iogr-1369	117	20	rf	rf	NOUN
iogr-1369	117	21	=	=	NUM
iogr-1369	117	22	random	random	ADJ
iogr-1369	117	23	forest	forest	NOUN
iogr-1369	117	24	rop	rop	NOUN
iogr-1369	117	25	=	=	NOUN
iogr-1369	117	26	rate	rate	NOUN
iogr-1369	117	27	of	of	ADP
iogr-1369	117	28	penetration	penetration	NOUN
iogr-1369	117	29	rpm	rpm	NOUN
iogr-1369	117	30	=	=	NOUN
iogr-1369	117	31	rotary	rotary	NOUN
iogr-1369	117	32	per	per	ADP
iogr-1369	117	33	minute	minute	NOUN
iogr-1369	117	34	spp	spp	NOUN
iogr-1369	117	35	=	=	NOUN
iogr-1369	117	36	standpipe	standpipe	NOUN
iogr-1369	117	37	pressure	pressure	NOUN
iogr-1369	117	38	tvd	tvd	PROPN
iogr-1369	117	39	=	=	ADJ
iogr-1369	117	40	true	true	ADJ
iogr-1369	117	41	vertical	vertical	ADJ
iogr-1369	117	42	depth	depth	NOUN
iogr-1369	117	43	wob	wob	NOUN
iogr-1369	117	44	=	=	NOUN
iogr-1369	117	45	weight	weight	NOUN
iogr-1369	117	46	on	on	ADP
iogr-1369	117	47	bit	bit	NOUN
iogr-1369	117	48	ab	ab	PROPN
iogr-1369	117	49	=	=	NOUN
iogr-1369	117	50	bit	bit	NOUN
iogr-1369	117	51	area	area	NOUN
iogr-1369	117	52	aj	aj	PROPN
iogr-1369	117	53	=	=	PROPN
iogr-1369	117	54	model	model	NOUN
iogr-1369	117	55	coefficients	coefficient	VERB
iogr-1369	117	56	an	an	DET
iogr-1369	117	57	=	=	NOUN
iogr-1369	117	58	nozzle	nozzle	NOUN
iogr-1369	117	59	area	area	NOUN
iogr-1369	117	60	an	an	DET
iogr-1369	117	61	min	min	NOUN
iogr-1369	117	62	=	=	PRON
iogr-1369	117	63	minimum	minimum	ADJ
iogr-1369	117	64	nozzle	nozzle	NOUN
iogr-1369	117	65	area	area	NOUN
iogr-1369	117	66	cd	cd	NOUN
iogr-1369	117	67	=	=	SYM
iogr-1369	117	68	dimensionless	dimensionless	NOUN
iogr-1369	117	69	nozzle	nozzle	NOUN
iogr-1369	117	70	discharge	discharge	NOUN
iogr-1369	117	71	coefficient	coefficient	NOUN
iogr-1369	117	72	cr	cr	PRON
iogr-1369	117	73	=	=	NOUN
iogr-1369	117	74	dimensionless	dimensionless	NOUN
iogr-1369	117	75	weight	weight	NOUN
iogr-1369	117	76	split	split	NOUN
iogr-1369	117	77	d1	d1	NOUN
iogr-1369	117	78	=	=	AUX
iogr-1369	117	79	drill	drill	NOUN
iogr-1369	117	80	pipe	pipe	NOUN
iogr-1369	117	81	outer	outer	ADJ
iogr-1369	117	82	diameter	diameter	NOUN
iogr-1369	117	83	d2	d2	PROPN
iogr-1369	117	84	=	=	PROPN
iogr-1369	117	85	hole	hole	PROPN
iogr-1369	117	86	inner	inner	ADJ
iogr-1369	117	87	diameter	diameter	NOUN
iogr-1369	117	88	db	db	PROPN
iogr-1369	117	89	=	=	PUNCT
iogr-1369	117	90	bit	bit	NOUN
iogr-1369	117	91	diameter	diameter	NOUN
iogr-1369	117	92	dc	dc	PROPN
iogr-1369	117	93	=	=	NOUN
iogr-1369	117	94	cutting	cut	VERB
iogr-1369	117	95	diameter	diameter	NOUN
iogr-1369	117	96	de	de	X
iogr-1369	117	97	=	=	NOUN
iogr-1369	117	98	equivalent	equivalent	ADJ
iogr-1369	117	99	diameter	diameter	NOUN
iogr-1369	117	100	𝜖	𝜖	PROPN
iogr-1369	117	101	=	=	PROPN
iogr-1369	117	102	relative	relative	ADJ
iogr-1369	117	103	roughness	roughness	NOUN
iogr-1369	117	104	f	f	PROPN
iogr-1369	118	1	=	=	NOUN
iogr-1369	118	2	friction	friction	NOUN
iogr-1369	118	3	factor	factor	NOUN
iogr-1369	118	4	fj	fj	NOUN
iogr-1369	119	1	=	=	NOUN
iogr-1369	119	2	jet	jet	NOUN
iogr-1369	119	3	impact	impact	NOUN
iogr-1369	119	4	force	force	NOUN
iogr-1369	119	5	h	h	NOUN
iogr-1369	120	1	=	=	NOUN
iogr-1369	120	2	fractional	fractional	ADJ
iogr-1369	120	3	bit	bit	NOUN
iogr-1369	120	4	tooth	tooth	NOUN
iogr-1369	120	5	wear	wear	VERB
iogr-1369	120	6	hhp	hhp	PROPN
iogr-1369	120	7	=	=	ADJ
iogr-1369	120	8	hydraulic	hydraulic	ADJ
iogr-1369	120	9	horsepower	horsepower	NOUN
iogr-1369	120	10	m	m	NOUN
iogr-1369	120	11	=	=	NOUN
iogr-1369	120	12	flow	flow	NOUN
iogr-1369	120	13	rate	rate	NOUN
iogr-1369	120	14	exponent	exponent	NOUN
iogr-1369	120	15	improved	improve	VERB
iogr-1369	120	16	oil	oil	NOUN
iogr-1369	120	17	and	and	CCONJ
iogr-1369	120	18	gas	gas	NOUN
iogr-1369	120	19	recovery	recovery	NOUN
iogr-1369	120	20	9	9	NUM
iogr-1369	120	21	mw	mw	NOUN
iogr-1369	120	22	=	=	NOUN
iogr-1369	120	23	mud	mud	NOUN
iogr-1369	120	24	density	density	NOUN
iogr-1369	120	25	n	n	PRON
iogr-1369	120	26	=	=	NOUN
iogr-1369	120	27	rotary	rotary	NOUN
iogr-1369	120	28	per	per	ADP
iogr-1369	120	29	minute	minute	NOUN
iogr-1369	120	30	𝜌	𝜌	ADP
iogr-1369	120	31	=	=	NOUN
iogr-1369	120	32	mud	mud	NOUN
iogr-1369	120	33	density	density	NOUN
iogr-1369	120	34	pa	pa	NOUN
iogr-1369	120	35	=	=	NOUN
iogr-1369	120	36	annulus	annulus	NOUN
iogr-1369	120	37	pressure	pressure	NOUN
iogr-1369	120	38	pb	pb	ADP
iogr-1369	120	39	=	=	NOUN
iogr-1369	120	40	bit	bit	NOUN
iogr-1369	120	41	pressure	pressure	NOUN
iogr-1369	120	42	drop	drop	NOUN
iogr-1369	120	43	δ𝑃𝑏	δ𝑃𝑏	PRON
iogr-1369	120	44	=	=	NOUN
iogr-1369	120	45	bit	bit	NOUN
iogr-1369	120	46	pressure	pressure	NOUN
iogr-1369	120	47	drop	drop	NOUN
iogr-1369	120	48	𝜌𝑐	𝜌𝑐	PRON
iogr-1369	120	49	=	=	VERB
iogr-1369	120	50	cutting	cut	VERB
iogr-1369	120	51	density	density	NOUN
iogr-1369	120	52	𝜌𝑔	𝜌𝑔	ADP
iogr-1369	120	53	=	=	NOUN
iogr-1369	120	54	pore	pore	ADJ
iogr-1369	120	55	pressure	pressure	NOUN
iogr-1369	120	56	gradient	gradient	NOUN
iogr-1369	120	57	plot	plot	NOUN
iogr-1369	120	58	=	=	NOUN
iogr-1369	120	59	leak	leak	VERB
iogr-1369	120	60	-	-	PUNCT
iogr-1369	120	61	off	off	ADP
iogr-1369	120	62	test	test	NOUN
iogr-1369	120	63	pressure	pressure	NOUN
iogr-1369	120	64	pp	pp	ADP
iogr-1369	120	65	=	=	VERB
iogr-1369	120	66	pump	pump	VERB
iogr-1369	120	67	pressure	pressure	NOUN
iogr-1369	120	68	q	q	NOUN
iogr-1369	120	69	=	=	NOUN
iogr-1369	120	70	flow	flow	NOUN
iogr-1369	120	71	rate	rate	NOUN
iogr-1369	120	72	qmin	qmin	NOUN
iogr-1369	120	73	=	=	NOUN
iogr-1369	120	74	minimum	minimum	ADJ
iogr-1369	120	75	flow	flow	NOUN
iogr-1369	120	76	rate	rate	NOUN
iogr-1369	120	77	qoptimum	qoptimum	NOUN
iogr-1369	120	78	=	=	SYM
iogr-1369	120	79	optimum	optimum	ADJ
iogr-1369	120	80	flow	flow	NOUN
iogr-1369	120	81	rate	rate	NOUN
iogr-1369	120	82	t	t	NOUN
iogr-1369	121	1	=	=	PUNCT
iogr-1369	121	2	bit	bit	NOUN
iogr-1369	121	3	torque	torque	NOUN
iogr-1369	121	4	va	va	NOUN
iogr-1369	121	5	=	=	NOUN
iogr-1369	121	6	annular	annular	ADJ
iogr-1369	121	7	velocity	velocity	NOUN
iogr-1369	121	8	vmin	vmin	NOUN
iogr-1369	121	9	=	=	NOUN
iogr-1369	121	10	minimum	minimum	ADJ
iogr-1369	121	11	velocity	velocity	NOUN
iogr-1369	121	12	vn	vn	NOUN
iogr-1369	121	13	=	=	NOUN
iogr-1369	121	14	nozzle	nozzle	NOUN
iogr-1369	121	15	velocity	velocity	NOUN
iogr-1369	121	16	vslip	vslip	NOUN
iogr-1369	121	17	=	=	NOUN
iogr-1369	121	18	slip	slip	VERB
iogr-1369	121	19	velocity	velocity	NOUN
iogr-1369	121	20	(	(	PUNCT
iogr-1369	121	21	𝑊𝑂𝐵/𝑑)𝑡	𝑊𝑂𝐵/𝑑)𝑡	NOUN
iogr-1369	121	22	=	=	NOUN
iogr-1369	121	23	threshold	threshold	NOUN
iogr-1369	121	24	weight	weight	NOUN
iogr-1369	121	25	on	on	ADP
iogr-1369	121	26	bit	bit	NOUN
iogr-1369	121	27	per	per	ADP
iogr-1369	121	28	inch	inch	NOUN
iogr-1369	121	29	bit	bit	NOUN
iogr-1369	121	30	diameter	diameter	NOUN
iogr-1369	121	31	xj	xj	PROPN
iogr-1369	122	1	=	=	PROPN
iogr-1369	122	2	model	model	NOUN
iogr-1369	122	3	parameters	parameter	NOUN
iogr-1369	122	4	conflict	conflict	NOUN
iogr-1369	122	5	of	of	ADP
iogr-1369	122	6	interest	interest	NOUN
iogr-1369	122	7	the	the	DET
iogr-1369	122	8	authors	author	NOUN
iogr-1369	122	9	declare	declare	VERB
iogr-1369	122	10	that	that	SCONJ
iogr-1369	122	11	there	there	PRON
iogr-1369	122	12	is	be	VERB
iogr-1369	122	13	no	no	DET
iogr-1369	122	14	conflict	conflict	NOUN
iogr-1369	122	15	of	of	ADP
iogr-1369	122	16	interest	interest	NOUN
iogr-1369	122	17	.	.	PUNCT
iogr-1369	123	1	references	reference	NOUN
iogr-1369	123	2	al	al	PROPN
iogr-1369	123	3	-	-	PUNCT
iogr-1369	123	4	mahasneh	mahasneh	PROPN
iogr-1369	123	5	,	,	PUNCT
iogr-1369	123	6	m.	m.	NOUN
iogr-1369	123	7	a.	a.	NOUN
iogr-1369	123	8	2017	2017	NUM
iogr-1369	123	9	.	.	PUNCT
iogr-1369	124	1	optimization	optimization	NOUN
iogr-1369	124	2	of	of	ADP
iogr-1369	124	3	weight	weight	NOUN
iogr-1369	124	4	on	on	ADP
iogr-1369	124	5	bit	bit	NOUN
iogr-1369	124	6	during	during	ADP
iogr-1369	124	7	drilling	drilling	NOUN
iogr-1369	124	8	operation	operation	NOUN
iogr-1369	124	9	based	base	VERB
iogr-1369	124	10	on	on	ADP
iogr-1369	124	11	rate	rate	NOUN
iogr-1369	124	12	of	of	ADP
iogr-1369	124	13	penetration	penetration	NOUN
iogr-1369	124	14	.	.	PUNCT
iogr-1369	125	1	int	int	NOUN
iogr-1369	125	2	.	.	PUNCT
iogr-1369	126	1	j.	j.	PROPN
iogr-1369	126	2	oil	oil	PROPN
iogr-1369	126	3	,	,	PUNCT
iogr-1369	126	4	gas	gas	NOUN
iogr-1369	126	5	coal	coal	NOUN
iogr-1369	126	6	eng	eng	PROPN
iogr-1369	126	7	.	.	PUNCT
iogr-1369	127	1	5(2	5(2	NUM
iogr-1369	127	2	):	):	PUNCT
iogr-1369	127	3	13	13	NUM
iogr-1369	127	4	-	-	SYM
iogr-1369	127	5	27	27	NUM
iogr-1369	127	6	.	.	PUNCT
iogr-1369	128	1	bani	bani	PROPN
iogr-1369	128	2	mustafa	mustafa	PROPN
iogr-1369	128	3	,	,	PUNCT
iogr-1369	128	4	a.	a.	PROPN
iogr-1369	128	5	,	,	PUNCT
iogr-1369	128	6	abbas	abbas	PROPN
iogr-1369	128	7	,	,	PUNCT
iogr-1369	128	8	a.	a.	PROPN
iogr-1369	128	9	k.	k.	PROPN
iogr-1369	128	10	,	,	PUNCT
iogr-1369	128	11	alsaba	alsaba	PROPN
iogr-1369	128	12	,	,	PUNCT
iogr-1369	128	13	m.	m.	NOUN
iogr-1369	128	14	,	,	PUNCT
iogr-1369	128	15	et	et	PROPN
iogr-1369	128	16	al	al	PROPN
iogr-1369	128	17	.	.	PROPN
iogr-1369	128	18	2021	2021	NUM
iogr-1369	128	19	.	.	PUNCT
iogr-1369	129	1	improving	improve	VERB
iogr-1369	129	2	drilling	drilling	NOUN
iogr-1369	129	3	performance	performance	NOUN
iogr-1369	129	4	through	through	ADP
iogr-1369	129	5	optimizing	optimize	VERB
iogr-1369	129	6	controllable	controllable	ADJ
iogr-1369	129	7	drilling	drilling	NOUN
iogr-1369	129	8	parameters	parameter	NOUN
iogr-1369	129	9	.	.	PUNCT
iogr-1369	130	1	j.	j.	PROPN
iogr-1369	130	2	pet	pet	PROPN
iogr-1369	130	3	.	.	PUNCT
iogr-1369	131	1	explor	explor	PROPN
iogr-1369	131	2	.	.	PUNCT
iogr-1369	132	1	prod	prod	PROPN
iogr-1369	132	2	.	.	PUNCT
iogr-1369	133	1	technol	technol	PROPN
iogr-1369	133	2	.	.	PUNCT
iogr-1369	134	1	11(3	11(3	NUM
iogr-1369	134	2	):	):	PUNCT
iogr-1369	134	3	1223	1223	NUM
iogr-1369	134	4	-	-	SYM
iogr-1369	134	5	1232	1232	NUM
iogr-1369	134	6	.	.	PUNCT
iogr-1369	135	1	darwesh	darwesh	PROPN
iogr-1369	135	2	,	,	PUNCT
iogr-1369	135	3	a.	a.	PROPN
iogr-1369	135	4	k.	k.	PROPN
iogr-1369	135	5	,	,	PUNCT
iogr-1369	135	6	rasmussen	rasmussen	PROPN
iogr-1369	135	7	,	,	PUNCT
iogr-1369	135	8	t.	t.	NOUN
iogr-1369	135	9	m.	m.	NOUN
iogr-1369	135	10	,	,	PUNCT
iogr-1369	135	11	and	and	CCONJ
iogr-1369	135	12	al	al	PROPN
iogr-1369	135	13	-	-	PUNCT
iogr-1369	135	14	ansari	ansari	ADJ
iogr-1369	135	15	,	,	PUNCT
iogr-1369	135	16	n.	n.	NOUN
iogr-1369	135	17	2020	2020	NUM
iogr-1369	135	18	.	.	PUNCT
iogr-1369	136	1	controllable	controllable	ADJ
iogr-1369	136	2	drilling	drilling	NOUN
iogr-1369	136	3	parameter	parameter	NOUN
iogr-1369	136	4	optimization	optimization	NOUN
iogr-1369	136	5	for	for	ADP
iogr-1369	136	6	roller	roller	NOUN
iogr-1369	136	7	cone	cone	NOUN
iogr-1369	136	8	and	and	CCONJ
iogr-1369	136	9	polycrystalline	polycrystalline	ADJ
iogr-1369	136	10	diamond	diamond	NOUN
iogr-1369	136	11	bits	bit	NOUN
iogr-1369	136	12	.	.	PUNCT
iogr-1369	137	1	j.	j.	PROPN
iogr-1369	137	2	pet	pet	PROPN
iogr-1369	137	3	.	.	PUNCT
iogr-1369	138	1	explor	explor	PROPN
iogr-1369	138	2	.	.	PUNCT
iogr-1369	139	1	prod	prod	PROPN
iogr-1369	139	2	.	.	PUNCT
iogr-1369	140	1	technol	technol	PROPN
iogr-1369	140	2	.	.	PUNCT
iogr-1369	141	1	10(4	10(4	NUM
iogr-1369	141	2	):	):	PUNCT
iogr-1369	141	3	1657	1657	NUM
iogr-1369	141	4	-	-	SYM
iogr-1369	141	5	1674	1674	NUM
iogr-1369	141	6	.	.	PUNCT
iogr-1369	142	1	gulraiz	gulraiz	PROPN
iogr-1369	142	2	,	,	PUNCT
iogr-1369	142	3	s.	s.	PROPN
iogr-1369	142	4	and	and	CCONJ
iogr-1369	142	5	gray	gray	PROPN
iogr-1369	142	6	,	,	PUNCT
iogr-1369	142	7	k.	k.	PROPN
iogr-1369	142	8	e.	e.	PROPN
iogr-1369	142	9	2020	2020	PROPN
iogr-1369	142	10	.	.	PUNCT
iogr-1369	143	1	thixotropy	thixotropy	NOUN
iogr-1369	143	2	effects	effect	NOUN
iogr-1369	143	3	on	on	ADP
iogr-1369	143	4	drilling	drilling	NOUN
iogr-1369	143	5	hydraulics	hydraulic	NOUN
iogr-1369	143	6	.	.	PUNCT
iogr-1369	144	1	j.	j.	PROPN
iogr-1369	144	2	nat	nat	PROPN
iogr-1369	144	3	.	.	PUNCT
iogr-1369	145	1	gas	gas	PROPN
iogr-1369	145	2	sci	sci	PROPN
iogr-1369	145	3	.	.	PUNCT
iogr-1369	146	1	eng	eng	PROPN
iogr-1369	146	2	.	.	PROPN
iogr-1369	146	3	84(1	84(1	NUM
iogr-1369	146	4	):	):	PUNCT
iogr-1369	146	5	103653	103653	NUM
iogr-1369	146	6	.	.	PUNCT
iogr-1369	147	1	huang	huang	PROPN
iogr-1369	147	2	,	,	PUNCT
iogr-1369	147	3	z.	z.	PROPN
iogr-1369	147	4	and	and	CCONJ
iogr-1369	147	5	li	li	PROPN
iogr-1369	147	6	,	,	PUNCT
iogr-1369	147	7	g.	g.	PROPN
iogr-1369	147	8	2018	2018	NUM
iogr-1369	147	9	.	.	PUNCT
iogr-1369	148	1	optimization	optimization	NOUN
iogr-1369	148	2	of	of	ADP
iogr-1369	148	3	cone	cone	NOUN
iogr-1369	148	4	bit	bit	NOUN
iogr-1369	148	5	bearing	bear	VERB
iogr-1369	148	6	seal	seal	NOUN
iogr-1369	148	7	based	base	VERB
iogr-1369	148	8	on	on	ADP
iogr-1369	148	9	failure	failure	NOUN
iogr-1369	148	10	analysis	analysis	NOUN
iogr-1369	148	11	.	.	PUNCT
iogr-1369	149	1	adv	adv	PROPN
iogr-1369	149	2	.	.	PROPN
iogr-1369	149	3	mech	mech	PROPN
iogr-1369	149	4	.	.	PUNCT
iogr-1369	150	1	eng	eng	PROPN
iogr-1369	150	2	.	.	PUNCT
iogr-1369	151	1	10(3):168179	10(3):168179	NUM
iogr-1369	151	2	.	.	PUNCT
iogr-1369	152	1	islam	islam	PROPN
iogr-1369	152	2	,	,	PUNCT
iogr-1369	152	3	m.	m.	PROPN
iogr-1369	152	4	r.	r.	PROPN
iogr-1369	152	5	and	and	CCONJ
iogr-1369	152	6	hossain	hossain	PROPN
iogr-1369	152	7	,	,	PUNCT
iogr-1369	152	8	m.	m.	PROPN
iogr-1369	152	9	e.	e.	PROPN
iogr-1369	152	10	2021	2021	NUM
iogr-1369	152	11	.	.	PUNCT
iogr-1369	153	1	drilling	drill	VERB
iogr-1369	153	2	engineering	engineering	NOUN
iogr-1369	153	3	.	.	PUNCT
iogr-1369	154	1	amsterdam	amsterdam	PROPN
iogr-1369	154	2	,	,	PUNCT
iogr-1369	154	3	netherlands	netherlands	PROPN
iogr-1369	154	4	:	:	PUNCT
iogr-1369	154	5	elsevier	elsevier	PROPN
iogr-1369	154	6	.	.	PUNCT
iogr-1369	155	1	li	li	PROPN
iogr-1369	155	2	,	,	PUNCT
iogr-1369	155	3	l.	l.	PROPN
iogr-1369	155	4	2023.intelligent	2023.intelligent	NUM
iogr-1369	155	5	optimization	optimization	NOUN
iogr-1369	155	6	for	for	ADP
iogr-1369	155	7	a	a	DET
iogr-1369	155	8	full	full	ADJ
iogr-1369	155	9	-	-	PUNCT
iogr-1369	155	10	sized	sized	ADJ
iogr-1369	155	11	pdc	pdc	PROPN
iogr-1369	155	12	bit	bit	NOUN
iogr-1369	155	13	with	with	ADP
iogr-1369	155	14	composite	composite	ADJ
iogr-1369	155	15	percussive	percussive	ADJ
iogr-1369	155	16	rock	rock	NOUN
iogr-1369	155	17	breaking	break	VERB
iogr-1369	155	18	drilling	drilling	NOUN
iogr-1369	155	19	.	.	PUNCT
iogr-1369	156	1	j.	j.	PROPN
iogr-1369	156	2	intell	intell	PROPN
iogr-1369	156	3	.	.	PUNCT
iogr-1369	157	1	constr	constr	NOUN
iogr-1369	157	2	.	.	PUNCT
iogr-1369	158	1	1(4	1(4	NUM
iogr-1369	158	2	):	):	PUNCT
iogr-1369	158	3	9180021	9180021	NUM
iogr-1369	158	4	.	.	PUNCT
iogr-1369	159	1	li	li	PROPN
iogr-1369	159	2	,	,	PUNCT
iogr-1369	159	3	l.	l.	PROPN
iogr-1369	159	4	l.	l.	PROPN
iogr-1369	159	5	,	,	PUNCT
iogr-1369	159	6	liu	liu	PROPN
iogr-1369	159	7	,	,	PUNCT
iogr-1369	159	8	x.	x.	PROPN
iogr-1369	159	9	,	,	PUNCT
iogr-1369	159	10	zhou	zhou	PROPN
iogr-1369	159	11	,	,	PUNCT
iogr-1369	159	12	y.	y.	PROPN
iogr-1369	159	13	,	,	PUNCT
iogr-1369	159	14	et	et	PROPN
iogr-1369	159	15	al	al	PROPN
iogr-1369	159	16	.	.	PROPN
iogr-1369	159	17	2023	2023	NUM
iogr-1369	159	18	.	.	PUNCT
iogr-1369	160	1	intelligent	intelligent	ADJ
iogr-1369	160	2	optimization	optimization	NOUN
iogr-1369	160	3	for	for	ADP
iogr-1369	160	4	a	a	DET
iogr-1369	160	5	full	full	ADJ
iogr-1369	160	6	-	-	PUNCT
iogr-1369	160	7	sized	sized	ADJ
iogr-1369	160	8	pdc	pdc	PROPN
iogr-1369	160	9	bit	bit	NOUN
iogr-1369	160	10	with	with	ADP
iogr-1369	160	11	composite	composite	ADJ
iogr-1369	160	12	percussive	percussive	ADJ
iogr-1369	160	13	rock	rock	NOUN
iogr-1369	160	14	breaking	break	VERB
iogr-1369	160	15	drilling	drilling	NOUN
iogr-1369	160	16	.	.	PUNCT
iogr-1369	161	1	j.	j.	PROPN
iogr-1369	161	2	intell	intell	PROPN
iogr-1369	161	3	.	.	PUNCT
iogr-1369	162	1	constr	constr	NOUN
iogr-1369	162	2	.	.	PUNCT
iogr-1369	163	1	1(4	1(4	NUM
iogr-1369	163	2	):	):	PUNCT
iogr-1369	163	3	9180021	9180021	NUM
iogr-1369	163	4	.	.	PUNCT
iogr-1369	164	1	longwa	longwa	PROPN
iogr-1369	164	2	milia	milia	PROPN
iogr-1369	164	3	,	,	PUNCT
iogr-1369	164	4	r.	r.	PROPN
iogr-1369	164	5	l.	l.	PROPN
iogr-1369	164	6	2008	2008	NUM
iogr-1369	164	7	.	.	PUNCT
iogr-1369	165	1	optimization	optimization	NOUN
iogr-1369	165	2	of	of	ADP
iogr-1369	165	3	drilling	drilling	NOUN
iogr-1369	165	4	hydraulics	hydraulic	NOUN
iogr-1369	165	5	in	in	ADP
iogr-1369	165	6	vertical	vertical	ADJ
iogr-1369	165	7	holes	hole	NOUN
iogr-1369	165	8	.	.	PUNCT
iogr-1369	166	1	phd	phd	NOUN
iogr-1369	166	2	dissertation	dissertation	NOUN
iogr-1369	166	3	,	,	PUNCT
iogr-1369	166	4	bandar	bandar	PROPN
iogr-1369	166	5	seri	seri	PROPN
iogr-1369	167	1	iskandaruniversiti	iskandaruniversiti	PROPN
iogr-1369	167	2	teknologi	teknologi	PROPN
iogr-1369	167	3	petronas	petronas	PROPN
iogr-1369	167	4	.	.	PUNCT
iogr-1369	168	1	ramsey	ramsey	PROPN
iogr-1369	168	2	,	,	PUNCT
iogr-1369	168	3	m.	m.	NOUN
iogr-1369	168	4	s.	s.	PROPN
iogr-1369	168	5	2019	2019	NUM
iogr-1369	168	6	.	.	PUNCT
iogr-1369	169	1	practical	practical	ADJ
iogr-1369	169	2	wellbore	wellbore	NOUN
iogr-1369	169	3	hydraulics	hydraulic	NOUN
iogr-1369	169	4	and	and	CCONJ
iogr-1369	169	5	hole	hole	NOUN
iogr-1369	169	6	cleaning	cleaning	NOUN
iogr-1369	169	7	.	.	PUNCT
iogr-1369	170	1	amsterdam	amsterdam	PROPN
iogr-1369	170	2	,	,	PUNCT
iogr-1369	170	3	netherlands	netherlands	PROPN
iogr-1369	170	4	:	:	PUNCT
iogr-1369	170	5	elsevier	elsevier	PROPN
iogr-1369	170	6	.	.	PUNCT
iogr-1369	170	7	song	song	PROPN
iogr-1369	170	8	,	,	PUNCT
iogr-1369	170	9	x.	x.	PROPN
iogr-1369	170	10	,	,	PUNCT
iogr-1369	170	11	li	li	PROPN
iogr-1369	170	12	,	,	PUNCT
iogr-1369	170	13	g.	g.	PROPN
iogr-1369	170	14	,	,	PUNCT
iogr-1369	170	15	xu	xu	PROPN
iogr-1369	170	16	,	,	PUNCT
iogr-1369	170	17	z.	z.	PROPN
iogr-1369	170	18	,	,	PUNCT
iogr-1369	170	19	et	et	PROPN
iogr-1369	170	20	al	al	PROPN
iogr-1369	170	21	.	.	PROPN
iogr-1369	170	22	2022	2022	NUM
iogr-1369	170	23	.	.	PUNCT
iogr-1369	171	1	fundamentals	fundamental	NOUN
iogr-1369	171	2	of	of	ADP
iogr-1369	171	3	horizontal	horizontal	ADJ
iogr-1369	171	4	wellbore	wellbore	NOUN
iogr-1369	171	5	cleanout	cleanout	NOUN
iogr-1369	171	6	.	.	PUNCT
iogr-1369	172	1	amsterdam	amsterdam	PROPN
iogr-1369	172	2	,	,	PUNCT
iogr-1369	172	3	netherlands	netherlands	PROPN
iogr-1369	172	4	:	:	PUNCT
iogr-1369	172	5	elsevier	elsevier	PROPN
iogr-1369	172	6	.	.	PUNCT
iogr-1369	173	1	tanko	tanko	PROPN
iogr-1369	173	2	,	,	PUNCT
iogr-1369	173	3	a.	a.	NOUN
iogr-1369	173	4	2020	2020	NUM
iogr-1369	173	5	.	.	PUNCT
iogr-1369	174	1	rate	rate	NOUN
iogr-1369	174	2	of	of	ADP
iogr-1369	174	3	penetration	penetration	NOUN
iogr-1369	174	4	optimization	optimization	NOUN
iogr-1369	174	5	using	use	VERB
iogr-1369	174	6	burgoyne	burgoyne	PROPN
iogr-1369	174	7	and	and	CCONJ
iogr-1369	174	8	young	young	ADJ
iogr-1369	174	9	model	model	NOUN
iogr-1369	174	10	(	(	PUNCT
iogr-1369	174	11	a	a	DET
iogr-1369	174	12	case	case	NOUN
iogr-1369	174	13	study	study	NOUN
iogr-1369	174	14	of	of	ADP
iogr-1369	174	15	niger	niger	NOUN
iogr-1369	174	16	delta	delta	NOUN
iogr-1369	174	17	formation	formation	NOUN
iogr-1369	174	18	)	)	PUNCT
iogr-1369	174	19	.	.	PUNCT
iogr-1369	175	1	int	int	NOUN
iogr-1369	175	2	.	.	PUNCT
iogr-1369	176	1	j.	j.	PROPN
iogr-1369	176	2	petrochemical	petrochemical	PROPN
iogr-1369	176	3	sci	sci	PROPN
iogr-1369	176	4	.	.	PUNCT
iogr-1369	177	1	eng	eng	PROPN
iogr-1369	177	2	.	.	PUNCT
iogr-1369	178	1	5(2):1	5(2):1	PROPN
iogr-1369	178	2	-	-	SYM
iogr-1369	178	3	12	12	NUM
iogr-1369	178	4	.	.	PUNCT
iogr-1369	179	1	yavari	yavari	PROPN
iogr-1369	179	2	,	,	PUNCT
iogr-1369	179	3	h.	h.	PROPN
iogr-1369	179	4	2023	2023	NUM
iogr-1369	179	5	.	.	PUNCT
iogr-1369	180	1	an	an	DET
iogr-1369	180	2	approach	approach	NOUN
iogr-1369	180	3	for	for	ADP
iogr-1369	180	4	optimization	optimization	NOUN
iogr-1369	180	5	of	of	ADP
iogr-1369	180	6	controllable	controllable	ADJ
iogr-1369	180	7	drilling	drilling	NOUN
iogr-1369	180	8	parameters	parameter	NOUN
iogr-1369	180	9	for	for	ADP
iogr-1369	180	10	motorized	motorized	ADJ
iogr-1369	180	11	bottom	bottom	ADJ
iogr-1369	180	12	hole	hole	NOUN
iogr-1369	180	13	assembly	assembly	NOUN
iogr-1369	180	14	in	in	ADP
iogr-1369	180	15	a	a	DET
iogr-1369	180	16	specific	specific	ADJ
iogr-1369	180	17	formation	formation	NOUN
iogr-1369	180	18	.	.	PUNCT
iogr-1369	181	1	results	result	VERB
iogr-1369	181	2	eng	eng	PROPN
iogr-1369	181	3	.	.	PUNCT
iogr-1369	182	1	20(1	20(1	NUM
iogr-1369	182	2	):	):	PUNCT
iogr-1369	182	3	101548	101548	NUM
iogr-1369	182	4	.	.	PUNCT
iogr-1369	183	1	improved	improve	VERB
iogr-1369	183	2	oil	oil	NOUN
iogr-1369	183	3	and	and	CCONJ
iogr-1369	183	4	gas	gas	NOUN
iogr-1369	183	5	recovery	recovery	NOUN
iogr-1369	183	6	10	10	NUM
iogr-1369	183	7	bashir	bashir	PROPN
iogr-1369	183	8	busahmin	busahmin	PROPN
iogr-1369	183	9	,	,	PUNCT
iogr-1369	183	10	spe	spe	PROPN
iogr-1369	183	11	,	,	PUNCT
iogr-1369	183	12	ei	ei	PROPN
iogr-1369	183	13	,	,	PUNCT
iogr-1369	183	14	is	be	AUX
iogr-1369	183	15	a	a	DET
iogr-1369	183	16	senior	senior	ADJ
iogr-1369	183	17	assistant	assistant	ADJ
iogr-1369	183	18	professor	professor	NOUN
iogr-1369	183	19	of	of	ADP
iogr-1369	183	20	energy	energy	NOUN
iogr-1369	183	21	engineering	engineering	NOUN
iogr-1369	183	22	at	at	ADP
iogr-1369	183	23	universiti	universiti	PROPN
iogr-1369	183	24	teknologi	teknologi	PROPN
iogr-1369	183	25	brunei	brunei	PROPN
iogr-1369	183	26	(	(	PUNCT
iogr-1369	183	27	utb	utb	PROPN
iogr-1369	183	28	)	)	PUNCT
iogr-1369	183	29	,	,	PUNCT
iogr-1369	183	30	where	where	SCONJ
iogr-1369	183	31	he	he	PRON
iogr-1369	183	32	has	have	AUX
iogr-1369	183	33	served	serve	VERB
iogr-1369	183	34	on	on	ADP
iogr-1369	183	35	the	the	DET
iogr-1369	183	36	faculty	faculty	NOUN
iogr-1369	183	37	for	for	ADP
iogr-1369	183	38	over	over	ADP
iogr-1369	183	39	11	11	NUM
iogr-1369	183	40	years	year	NOUN
iogr-1369	183	41	.	.	PUNCT
iogr-1369	184	1	his	his	PRON
iogr-1369	184	2	research	research	NOUN
iogr-1369	184	3	interests	interest	NOUN
iogr-1369	184	4	focus	focus	VERB
iogr-1369	184	5	on	on	ADP
iogr-1369	184	6	petroleum	petroleum	NOUN
iogr-1369	184	7	engineering	engineering	NOUN
iogr-1369	184	8	,	,	PUNCT
iogr-1369	184	9	with	with	ADP
iogr-1369	184	10	particular	particular	ADJ
iogr-1369	184	11	emphasis	emphasis	NOUN
iogr-1369	184	12	on	on	ADP
iogr-1369	184	13	technical	technical	ADJ
iogr-1369	184	14	drilling	drilling	NOUN
iogr-1369	184	15	engineering	engineering	NOUN
iogr-1369	184	16	,	,	PUNCT
iogr-1369	184	17	formation	formation	NOUN
iogr-1369	184	18	wettability	wettability	NOUN
iogr-1369	184	19	,	,	PUNCT
iogr-1369	184	20	and	and	CCONJ
iogr-1369	184	21	reservoir	reservoir	NOUN
iogr-1369	184	22	characterization	characterization	NOUN
iogr-1369	184	23	.	.	PUNCT
iogr-1369	185	1	he	he	PRON
iogr-1369	185	2	holds	hold	VERB
iogr-1369	185	3	an	an	DET
iogr-1369	185	4	m.sc	m.sc	PROPN
iogr-1369	185	5	.	.	PUNCT
iogr-1369	186	1	in	in	ADP
iogr-1369	186	2	petroleum	petroleum	NOUN
iogr-1369	186	3	engineering	engineering	NOUN
iogr-1369	186	4	from	from	ADP
iogr-1369	186	5	agh	agh	PROPN
iogr-1369	186	6	university	university	PROPN
iogr-1369	186	7	of	of	ADP
iogr-1369	186	8	science	science	NOUN
iogr-1369	186	9	and	and	CCONJ
iogr-1369	186	10	technology	technology	NOUN
iogr-1369	186	11	in	in	ADP
iogr-1369	186	12	krakow	krakow	PROPN
iogr-1369	186	13	,	,	PUNCT
iogr-1369	186	14	poland	poland	PROPN
iogr-1369	186	15	,	,	PUNCT
iogr-1369	186	16	as	as	ADV
iogr-1369	186	17	well	well	ADV
iogr-1369	186	18	as	as	ADP
iogr-1369	186	19	dual	dual	ADJ
iogr-1369	186	20	ph.d	ph.d	PROPN
iogr-1369	186	21	.	.	PUNCT
iogr-1369	186	22	degrees	degree	NOUN
iogr-1369	186	23	in	in	ADP
iogr-1369	186	24	petroleum	petroleum	NOUN
iogr-1369	186	25	engineering	engineering	NOUN
iogr-1369	186	26	from	from	ADP
iogr-1369	186	27	agh	agh	PROPN
iogr-1369	186	28	university	university	PROPN
iogr-1369	186	29	and	and	CCONJ
iogr-1369	186	30	the	the	DET
iogr-1369	186	31	university	university	NOUN
iogr-1369	186	32	of	of	ADP
iogr-1369	186	33	calgary	calgary	PROPN
iogr-1369	186	34	,	,	PUNCT
iogr-1369	186	35	alberta	alberta	PROPN
iogr-1369	186	36	,	,	PUNCT
iogr-1369	186	37	canada	canada	PROPN
iogr-1369	186	38	.	.	PUNCT
iogr-1369	187	1	dr	dr	PROPN
iogr-1369	187	2	.	.	PROPN
iogr-1369	187	3	busahmin	busahmin	PROPN
iogr-1369	187	4	is	be	AUX
iogr-1369	187	5	a	a	DET
iogr-1369	187	6	member	member	NOUN
iogr-1369	187	7	of	of	ADP
iogr-1369	187	8	the	the	DET
iogr-1369	187	9	society	society	NOUN
iogr-1369	187	10	of	of	ADP
iogr-1369	187	11	petroleum	petroleum	NOUN
iogr-1369	187	12	engineers	engineer	NOUN
iogr-1369	187	13	(	(	PUNCT
iogr-1369	187	14	spe	spe	PROPN
iogr-1369	187	15	)	)	PUNCT
iogr-1369	187	16	and	and	CCONJ
iogr-1369	187	17	a	a	DET
iogr-1369	187	18	registered	register	VERB
iogr-1369	187	19	engineering	engineering	NOUN
iogr-1369	187	20	institution	institution	NOUN
iogr-1369	187	21	(	(	PUNCT
iogr-1369	187	22	ei	ei	NOUN
iogr-1369	187	23	)	)	PUNCT
iogr-1369	187	24	professional	professional	NOUN
iogr-1369	187	25	.	.	PUNCT
iogr-1369	188	1	mohammad	mohammad	PROPN
iogr-1369	188	2	na’il	na’il	PROPN
iogr-1369	188	3	shamsuddin	shamsuddin	PROPN
iogr-1369	188	4	is	be	AUX
iogr-1369	188	5	a	a	DET
iogr-1369	188	6	graduate	graduate	NOUN
iogr-1369	188	7	in	in	ADP
iogr-1369	188	8	petroleum	petroleum	NOUN
iogr-1369	188	9	engineering	engineering	NOUN
iogr-1369	188	10	from	from	ADP
iogr-1369	188	11	universiti	universiti	PROPN
iogr-1369	188	12	teknologi	teknologi	PROPN
iogr-1369	188	13	brunei	brunei	PROPN
iogr-1369	188	14	(	(	PUNCT
iogr-1369	188	15	utb	utb	PROPN
iogr-1369	188	16	)	)	PUNCT
iogr-1369	188	17	,	,	PUNCT
iogr-1369	188	18	and	and	CCONJ
iogr-1369	188	19	a	a	DET
iogr-1369	188	20	member	member	NOUN
iogr-1369	188	21	of	of	ADP
iogr-1369	188	22	the	the	DET
iogr-1369	188	23	society	society	NOUN
iogr-1369	188	24	of	of	ADP
iogr-1369	188	25	petroleum	petroleum	NOUN
iogr-1369	188	26	engineers	engineer	NOUN
iogr-1369	188	27	(	(	PUNCT
iogr-1369	188	28	spe	spe	PROPN
iogr-1369	188	29	)	)	PUNCT
iogr-1369	188	30	.	.	PUNCT
iogr-1369	189	1	his	his	PRON
iogr-1369	189	2	academic	academic	ADJ
iogr-1369	189	3	background	background	NOUN
iogr-1369	189	4	and	and	CCONJ
iogr-1369	189	5	training	training	NOUN
iogr-1369	189	6	focus	focus	NOUN
iogr-1369	189	7	on	on	ADP
iogr-1369	189	8	upstream	upstream	ADJ
iogr-1369	189	9	oil	oil	NOUN
iogr-1369	189	10	and	and	CCONJ
iogr-1369	189	11	gas	gas	NOUN
iogr-1369	189	12	operations	operation	NOUN
iogr-1369	189	13	,	,	PUNCT
iogr-1369	189	14	with	with	ADP
iogr-1369	189	15	particular	particular	ADJ
iogr-1369	189	16	interest	interest	NOUN
iogr-1369	189	17	in	in	ADP
iogr-1369	189	18	drilling	drill	VERB
iogr-1369	189	19	optimization	optimization	NOUN
iogr-1369	189	20	.	.	PUNCT
iogr-1369	190	1	he	he	PRON
iogr-1369	190	2	continues	continue	VERB
iogr-1369	190	3	to	to	PART
iogr-1369	190	4	engage	engage	VERB
iogr-1369	190	5	in	in	ADP
iogr-1369	190	6	professional	professional	ADJ
iogr-1369	190	7	development	development	NOUN
iogr-1369	190	8	and	and	CCONJ
iogr-1369	190	9	research	research	NOUN
iogr-1369	190	10	activities	activity	NOUN
iogr-1369	190	11	in	in	ADP
iogr-1369	190	12	the	the	DET
iogr-1369	190	13	petroleum	petroleum	NOUN
iogr-1369	190	14	engineering	engineering	NOUN
iogr-1369	190	15	field	field	NOUN
iogr-1369	190	16	.	.	PUNCT