id	sid	tid	token	lemma	pos
ap-995	1	1	ap08_3.vp	ap08_3.vp	NOUN
ap-995	1	2	1	1	NUM
ap-995	1	3	introduction	introduction	NOUN
ap-995	1	4	to	to	PART
ap-995	1	5	assess	assess	VERB
ap-995	1	6	the	the	DET
ap-995	1	7	performance	performance	NOUN
ap-995	1	8	of	of	ADP
ap-995	1	9	trading	trading	NOUN
ap-995	1	10	in	in	ADP
ap-995	1	11	electricity	electricity	NOUN
ap-995	1	12	,	,	PUNCT
ap-995	1	13	it	it	PRON
ap-995	1	14	is	be	AUX
ap-995	1	15	advisable	advisable	ADJ
ap-995	1	16	to	to	PART
ap-995	1	17	measure	measure	VERB
ap-995	1	18	the	the	DET
ap-995	1	19	profitability	profitability	NOUN
ap-995	1	20	of	of	ADP
ap-995	1	21	electricity	electricity	NOUN
ap-995	1	22	trading	trading	NOUN
ap-995	1	23	position	position	NOUN
ap-995	1	24	will	will	AUX
ap-995	1	25	be	be	AUX
ap-995	1	26	measured	measure	VERB
ap-995	1	27	.	.	PUNCT
ap-995	2	1	the	the	DET
ap-995	2	2	profitability	profitability	NOUN
ap-995	2	3	of	of	ADP
ap-995	2	4	an	an	DET
ap-995	2	5	electricity	electricity	NOUN
ap-995	2	6	trading	trading	NOUN
ap-995	2	7	position	position	NOUN
ap-995	2	8	expresses	express	VERB
ap-995	2	9	the	the	DET
ap-995	2	10	realized	realize	VERB
ap-995	2	11	profit	profit	NOUN
ap-995	2	12	in	in	ADP
ap-995	2	13	relation	relation	NOUN
ap-995	2	14	to	to	ADP
ap-995	2	15	the	the	DET
ap-995	2	16	expression	expression	NOUN
ap-995	2	17	of	of	ADP
ap-995	2	18	the	the	DET
ap-995	2	19	closed	closed	ADJ
ap-995	2	20	position	position	NOUN
ap-995	2	21	values	value	NOUN
ap-995	2	22	and	and	CCONJ
ap-995	2	23	the	the	DET
ap-995	2	24	expected	expect	VERB
ap-995	2	25	profit	profit	NOUN
ap-995	2	26	with	with	ADP
ap-995	2	27	respect	respect	NOUN
ap-995	2	28	to	to	ADP
ap-995	2	29	the	the	DET
ap-995	2	30	market	market	NOUN
ap-995	2	31	value	value	NOUN
ap-995	2	32	of	of	ADP
ap-995	2	33	the	the	DET
ap-995	2	34	open	open	ADJ
ap-995	2	35	position	position	NOUN
ap-995	2	36	.	.	PUNCT
ap-995	3	1	it	it	PRON
ap-995	3	2	consists	consist	VERB
ap-995	3	3	of	of	ADP
ap-995	3	4	the	the	DET
ap-995	3	5	following	follow	VERB
ap-995	3	6	two	two	NUM
ap-995	3	7	basic	basic	ADJ
ap-995	3	8	components	component	NOUN
ap-995	3	9	:	:	PUNCT
ap-995	3	10	�	�	PROPN
ap-995	3	11	closed	close	VERB
ap-995	3	12	position	position	NOUN
ap-995	3	13	profitability	profitability	NOUN
ap-995	3	14	(	(	PUNCT
ap-995	3	15	“	"	PUNCT
ap-995	3	16	realized	realize	VERB
ap-995	3	17	profit	profit	NOUN
ap-995	3	18	”	"	PUNCT
ap-995	3	19	)	)	PUNCT
ap-995	3	20	and	and	CCONJ
ap-995	3	21	�	�	PROPN
ap-995	3	22	market	market	NOUN
ap-995	3	23	value	value	NOUN
ap-995	3	24	of	of	ADP
ap-995	3	25	the	the	DET
ap-995	3	26	open	open	ADJ
ap-995	3	27	position	position	NOUN
ap-995	3	28	(	(	PUNCT
ap-995	3	29	“	"	PUNCT
ap-995	3	30	unrealized	unrealized	ADJ
ap-995	3	31	profit	profit	NOUN
ap-995	3	32	”	"	PUNCT
ap-995	3	33	)	)	PUNCT
ap-995	3	34	.	.	PUNCT
ap-995	4	1	2	2	NUM
ap-995	4	2	definition	definition	NOUN
ap-995	4	3	of	of	ADP
ap-995	4	4	a	a	DET
ap-995	4	5	trading	trading	NOUN
ap-995	4	6	position	position	NOUN
ap-995	4	7	closed	close	VERB
ap-995	4	8	position	position	NOUN
ap-995	4	9	profitability	profitability	NOUN
ap-995	4	10	is	be	AUX
ap-995	4	11	calculated	calculate	VERB
ap-995	4	12	using	use	VERB
ap-995	4	13	the	the	DET
ap-995	4	14	gm	gm	PROPN
ap-995	4	15	indicator	indicator	NOUN
ap-995	4	16	equal	equal	ADJ
ap-995	4	17	to	to	ADP
ap-995	4	18	the	the	DET
ap-995	4	19	difference	difference	NOUN
ap-995	4	20	between	between	ADP
ap-995	4	21	the	the	DET
ap-995	4	22	sales	sale	NOUN
ap-995	4	23	revenues	revenue	NOUN
ap-995	4	24	and	and	CCONJ
ap-995	4	25	the	the	DET
ap-995	4	26	costs	cost	NOUN
ap-995	4	27	of	of	ADP
ap-995	4	28	acquisition	acquisition	NOUN
ap-995	4	29	and	and	CCONJ
ap-995	4	30	generation	generation	NOUN
ap-995	4	31	.	.	PUNCT
ap-995	5	1	open	open	ADJ
ap-995	5	2	position	position	NOUN
ap-995	5	3	profitability	profitability	NOUN
ap-995	5	4	indicates	indicate	VERB
ap-995	5	5	what	what	PRON
ap-995	5	6	“	"	PUNCT
ap-995	5	7	profit	profit	NOUN
ap-995	5	8	might	might	AUX
ap-995	5	9	be	be	AUX
ap-995	5	10	expected	expect	VERB
ap-995	5	11	from	from	ADP
ap-995	5	12	an	an	DET
ap-995	5	13	open	open	ADJ
ap-995	5	14	position	position	NOUN
ap-995	5	15	,	,	PUNCT
ap-995	5	16	if	if	SCONJ
ap-995	5	17	it	it	PRON
ap-995	5	18	were	be	AUX
ap-995	5	19	closed	closed	ADJ
ap-995	5	20	today	today	NOUN
ap-995	5	21	”	"	PUNCT
ap-995	5	22	.	.	PUNCT
ap-995	6	1	in	in	ADP
ap-995	6	2	other	other	ADJ
ap-995	6	3	words	word	NOUN
ap-995	6	4	,	,	PUNCT
ap-995	6	5	it	it	PRON
ap-995	6	6	is	be	AUX
ap-995	6	7	the	the	DET
ap-995	6	8	current	current	ADJ
ap-995	6	9	market	market	NOUN
ap-995	6	10	valuation	valuation	NOUN
ap-995	6	11	of	of	ADP
ap-995	6	12	contracts	contract	NOUN
ap-995	6	13	constituting	constitute	VERB
ap-995	6	14	the	the	DET
ap-995	6	15	open	open	ADJ
ap-995	6	16	position	position	NOUN
ap-995	6	17	using	use	VERB
ap-995	6	18	the	the	DET
ap-995	6	19	mark	mark	NOUN
ap-995	6	20	to	to	ADP
ap-995	6	21	market	market	NOUN
ap-995	6	22	method	method	NOUN
ap-995	6	23	.	.	PUNCT
ap-995	7	1	gm	gm	PROPN
ap-995	7	2	is	be	AUX
ap-995	7	3	to	to	PART
ap-995	7	4	be	be	AUX
ap-995	7	5	used	use	VERB
ap-995	7	6	for	for	ADP
ap-995	7	7	the	the	DET
ap-995	7	8	open	open	ADJ
ap-995	7	9	position	position	NOUN
ap-995	7	10	valuation	valuation	NOUN
ap-995	7	11	and	and	CCONJ
ap-995	7	12	for	for	ADP
ap-995	7	13	the	the	DET
ap-995	7	14	purposes	purpose	NOUN
ap-995	7	15	of	of	ADP
ap-995	7	16	determining	determine	VERB
ap-995	7	17	its	its	PRON
ap-995	7	18	profitability	profitability	NOUN
ap-995	7	19	.	.	PUNCT
ap-995	8	1	a	a	DET
ap-995	8	2	closed	closed	ADJ
ap-995	8	3	position	position	NOUN
ap-995	8	4	consists	consist	VERB
ap-995	8	5	of	of	ADP
ap-995	8	6	the	the	DET
ap-995	8	7	closed	closed	ADJ
ap-995	8	8	historical	historical	ADJ
ap-995	8	9	position	position	NOUN
ap-995	8	10	for	for	ADP
ap-995	8	11	the	the	DET
ap-995	8	12	period	period	NOUN
ap-995	8	13	from	from	ADP
ap-995	8	14	the	the	DET
ap-995	8	15	beginning	beginning	NOUN
ap-995	8	16	of	of	ADP
ap-995	8	17	the	the	DET
ap-995	8	18	current	current	ADJ
ap-995	8	19	year	year	NOUN
ap-995	8	20	to	to	ADP
ap-995	8	21	the	the	DET
ap-995	8	22	present	present	ADJ
ap-995	8	23	date	date	NOUN
ap-995	8	24	and	and	CCONJ
ap-995	8	25	the	the	DET
ap-995	8	26	closed	closed	ADJ
ap-995	8	27	future	future	ADJ
ap-995	8	28	position	position	NOUN
ap-995	8	29	for	for	ADP
ap-995	8	30	the	the	DET
ap-995	8	31	period	period	NOUN
ap-995	8	32	from	from	ADP
ap-995	8	33	the	the	DET
ap-995	8	34	next	next	ADJ
ap-995	8	35	day	day	NOUN
ap-995	8	36	within	within	ADP
ap-995	8	37	the	the	DET
ap-995	8	38	selected	select	VERB
ap-995	8	39	future	future	ADJ
ap-995	8	40	time	time	NOUN
ap-995	8	41	window	window	NOUN
ap-995	8	42	.	.	PUNCT
ap-995	9	1	the	the	DET
ap-995	9	2	total	total	ADJ
ap-995	9	3	value	value	NOUN
ap-995	9	4	of	of	ADP
ap-995	9	5	gm	gm	PROPN
ap-995	9	6	from	from	ADP
ap-995	9	7	the	the	DET
ap-995	9	8	closed	closed	ADJ
ap-995	9	9	position	position	NOUN
ap-995	9	10	is	be	AUX
ap-995	9	11	calculated	calculate	VERB
ap-995	9	12	by	by	ADP
ap-995	9	13	adding	add	VERB
ap-995	9	14	up	up	ADP
ap-995	9	15	the	the	DET
ap-995	9	16	closed	closed	ADJ
ap-995	9	17	historical	historical	ADJ
ap-995	9	18	positions	position	NOUN
ap-995	9	19	and	and	CCONJ
ap-995	9	20	the	the	DET
ap-995	9	21	closed	closed	ADJ
ap-995	9	22	future	future	ADJ
ap-995	9	23	positions	position	NOUN
ap-995	9	24	for	for	ADP
ap-995	9	25	a	a	DET
ap-995	9	26	time	time	NOUN
ap-995	9	27	window	window	NOUN
ap-995	9	28	of	of	ADP
ap-995	9	29	one	one	NUM
ap-995	9	30	year	year	NOUN
ap-995	9	31	.	.	PUNCT
ap-995	10	1	3	3	NUM
ap-995	10	2	closed	close	VERB
ap-995	10	3	historical	historical	ADJ
ap-995	10	4	position	position	NOUN
ap-995	10	5	a	a	DET
ap-995	10	6	closed	closed	ADJ
ap-995	10	7	historical	historical	ADJ
ap-995	10	8	position	position	NOUN
ap-995	10	9	is	be	AUX
ap-995	10	10	a	a	DET
ap-995	10	11	position	position	NOUN
ap-995	10	12	for	for	ADP
ap-995	10	13	the	the	DET
ap-995	10	14	period	period	NOUN
ap-995	10	15	from	from	ADP
ap-995	10	16	the	the	DET
ap-995	10	17	beginning	beginning	NOUN
ap-995	10	18	of	of	ADP
ap-995	10	19	the	the	DET
ap-995	10	20	current	current	ADJ
ap-995	10	21	year	year	NOUN
ap-995	10	22	to	to	ADP
ap-995	10	23	the	the	DET
ap-995	10	24	present	present	ADJ
ap-995	10	25	date	date	NOUN
ap-995	10	26	,	,	PUNCT
ap-995	10	27	and	and	CCONJ
ap-995	10	28	is	be	AUX
ap-995	10	29	calculated	calculate	VERB
ap-995	10	30	as	as	ADP
ap-995	10	31	the	the	DET
ap-995	10	32	sum	sum	NOUN
ap-995	10	33	of	of	ADP
ap-995	10	34	the	the	DET
ap-995	10	35	concluded	conclude	VERB
ap-995	10	36	contract	contract	NOUN
ap-995	10	37	volumes	volume	NOUN
ap-995	10	38	per	per	ADP
ap-995	10	39	hour	hour	NOUN
ap-995	10	40	and	and	CCONJ
ap-995	10	41	day	day	NOUN
ap-995	10	42	of	of	ADP
ap-995	10	43	the	the	DET
ap-995	10	44	relevant	relevant	ADJ
ap-995	10	45	period	period	NOUN
ap-995	10	46	,	,	PUNCT
ap-995	10	47	while	while	SCONJ
ap-995	10	48	the	the	DET
ap-995	10	49	following	follow	VERB
ap-995	10	50	applies	applie	NOUN
ap-995	10	51	:	:	PUNCT
ap-995	11	1	qs	qs	PROPN
ap-995	11	2	qg	qg	PROPN
ap-995	11	3	qptd	qptd	ADV
ap-995	11	4	td	td	PROPN
ap-995	11	5	td	td	NOUN
ap-995	11	6	td	td	NOUN
ap-995	11	7	td	td	NOUN
ap-995	11	8	td	td	PROPN
ap-995	11	9	�	�	PROPN
ap-995	11	10	�	�	PROPN
ap-995	11	11	�	�	PROPN
ap-995	11	12	�	�	PROPN
ap-995	11	13	�	�	PROPN
ap-995	11	14	,	,	PUNCT
ap-995	11	15	(	(	PUNCT
ap-995	11	16	1	1	X
ap-995	11	17	)	)	PUNCT
ap-995	11	18	where	where	SCONJ
ap-995	11	19	qstd	qstd	NOUN
ap-995	11	20	is	be	AUX
ap-995	11	21	the	the	DET
ap-995	11	22	volume	volume	NOUN
ap-995	11	23	of	of	ADP
ap-995	11	24	sold	sell	VERB
ap-995	11	25	electricity	electricity	NOUN
ap-995	11	26	for	for	ADP
ap-995	11	27	hour	hour	NOUN
ap-995	11	28	t	t	NOUN
ap-995	11	29	of	of	ADP
ap-995	11	30	day	day	NOUN
ap-995	12	1	d	d	PROPN
ap-995	12	2	[	[	X
ap-995	12	3	mwh	mwh	PROPN
ap-995	12	4	]	]	X
ap-995	12	5	,	,	PUNCT
ap-995	12	6	qgtd	qgtd	PROPN
ap-995	12	7	is	be	AUX
ap-995	12	8	the	the	DET
ap-995	12	9	generated	generate	VERB
ap-995	12	10	volume	volume	NOUN
ap-995	12	11	of	of	ADP
ap-995	12	12	electricity	electricity	NOUN
ap-995	12	13	for	for	ADP
ap-995	12	14	hour	hour	NOUN
ap-995	12	15	t	t	NOUN
ap-995	12	16	of	of	ADP
ap-995	12	17	day	day	NOUN
ap-995	13	1	d	d	PROPN
ap-995	14	1	[	[	X
ap-995	14	2	mwh	mwh	X
ap-995	14	3	]	]	PUNCT
ap-995	14	4	and	and	CCONJ
ap-995	14	5	qptd	qptd	ADV
ap-995	14	6	is	be	AUX
ap-995	14	7	the	the	DET
ap-995	14	8	volume	volume	NOUN
ap-995	14	9	of	of	ADP
ap-995	14	10	electricity	electricity	NOUN
ap-995	14	11	purchased	purchase	VERB
ap-995	14	12	for	for	ADP
ap-995	14	13	hour	hour	NOUN
ap-995	14	14	t	t	PROPN
ap-995	14	15	of	of	ADP
ap-995	14	16	day	day	NOUN
ap-995	15	1	d	d	PROPN
ap-995	16	1	[	[	X
ap-995	16	2	mwh	mwh	X
ap-995	16	3	]	]	X
ap-995	16	4	.	.	PUNCT
ap-995	17	1	the	the	DET
ap-995	17	2	gross	gross	ADJ
ap-995	17	3	margin	margin	NOUN
ap-995	17	4	is	be	AUX
ap-995	17	5	used	use	VERB
ap-995	17	6	for	for	ADP
ap-995	17	7	determining	determine	VERB
ap-995	17	8	the	the	DET
ap-995	17	9	profitability	profitability	NOUN
ap-995	17	10	of	of	ADP
ap-995	17	11	a	a	DET
ap-995	17	12	closed	closed	ADJ
ap-995	17	13	historical	historical	ADJ
ap-995	17	14	position	position	NOUN
ap-995	17	15	.	.	PUNCT
ap-995	18	1	gm	gm	PROPN
ap-995	18	2	from	from	ADP
ap-995	18	3	the	the	DET
ap-995	18	4	closed	closed	ADJ
ap-995	18	5	historical	historical	ADJ
ap-995	18	6	position	position	NOUN
ap-995	18	7	is	be	AUX
ap-995	18	8	to	to	PART
ap-995	18	9	be	be	AUX
ap-995	18	10	calculated	calculate	VERB
ap-995	18	11	as	as	ADP
ap-995	18	12	the	the	DET
ap-995	18	13	difference	difference	NOUN
ap-995	18	14	between	between	ADP
ap-995	18	15	the	the	DET
ap-995	18	16	sales	sale	NOUN
ap-995	18	17	revenues	revenue	NOUN
ap-995	18	18	(	(	PUNCT
ap-995	18	19	multiplied	multiply	VERB
ap-995	18	20	by	by	ADP
ap-995	18	21	the	the	DET
ap-995	18	22	sold	sell	VERB
ap-995	18	23	volume	volume	NOUN
ap-995	18	24	)	)	PUNCT
ap-995	18	25	and	and	CCONJ
ap-995	18	26	the	the	DET
ap-995	18	27	production	production	NOUN
ap-995	18	28	costs	cost	NOUN
ap-995	18	29	(	(	PUNCT
ap-995	18	30	the	the	DET
ap-995	18	31	weighted	weighted	ADJ
ap-995	18	32	value	value	NOUN
ap-995	18	33	of	of	ADP
ap-995	18	34	the	the	DET
ap-995	18	35	production	production	NOUN
ap-995	18	36	prices	price	NOUN
ap-995	18	37	multiplied	multiply	VERB
ap-995	18	38	by	by	ADP
ap-995	18	39	the	the	DET
ap-995	18	40	produced	produce	VERB
ap-995	18	41	volume	volume	NOUN
ap-995	18	42	)	)	PUNCT
ap-995	18	43	and	and	CCONJ
ap-995	18	44	the	the	DET
ap-995	18	45	purchase	purchase	NOUN
ap-995	18	46	costs	cost	NOUN
ap-995	18	47	(	(	PUNCT
ap-995	18	48	the	the	DET
ap-995	18	49	weighted	weighted	ADJ
ap-995	18	50	value	value	NOUN
ap-995	18	51	of	of	ADP
ap-995	18	52	the	the	DET
ap-995	18	53	purchase	purchase	NOUN
ap-995	18	54	price	price	NOUN
ap-995	18	55	multiplied	multiply	VERB
ap-995	18	56	by	by	ADP
ap-995	18	57	the	the	DET
ap-995	18	58	purchase	purchase	NOUN
ap-995	18	59	volume	volume	NOUN
ap-995	18	60	)	)	PUNCT
ap-995	18	61	.	.	PUNCT
ap-995	19	1	gm	gm	PROPN
ap-995	19	2	chp	chp	VERB
ap-995	19	3	gm	gm	PROPN
ap-995	19	4	chp	chp	NOUN
ap-995	19	5	qs	qs	PROPN
ap-995	19	6	ps	ps	PROPN
ap-995	19	7	qg	qg	PROPN
ap-995	19	8	pg	pg	PROPN
ap-995	19	9	qp	qp	INTJ
ap-995	19	10	td	td	PROPN
ap-995	19	11	td	td	NOUN
ap-995	19	12	td	td	NOUN
ap-995	19	13	td	td	NOUN
ap-995	19	14	td	td	NOUN
ap-995	19	15	td	td	NOUN
ap-995	19	16	td	td	NOUN
ap-995	19	17	td	td	NOUN
ap-995	19	18	t	t	NOUN
ap-995	19	19	_	_	PUNCT
ap-995	20	1	_	_	PUNCT
ap-995	20	2	�	�	PROPN
ap-995	20	3	�	�	PROPN
ap-995	20	4	�	�	PROPN
ap-995	20	5	�	�	PROPN
ap-995	20	6	�	�	PROPN
ap-995	20	7	�	�	PROPN
ap-995	20	8	�	�	PROPN
ap-995	20	9	�	�	PROPN
ap-995	20	10	�	�	PROPN
ap-995	20	11	�	�	PROPN
ap-995	20	12	�	�	PROPN
ap-995	20	13	d	d	ADP
ap-995	20	14	td	td	PROPN
ap-995	20	15	td	td	PROPN
ap-995	20	16	pp	pp	PROPN
ap-995	20	17	�	�	PROPN
ap-995	20	18	�	�	PROPN
ap-995	20	19	�	�	PROPN
ap-995	20	20	,	,	PUNCT
ap-995	20	21	(	(	PUNCT
ap-995	20	22	2	2	X
ap-995	20	23	)	)	PUNCT
ap-995	20	24	where	where	SCONJ
ap-995	20	25	�	�	PROPN
ap-995	20	26	pstd	pstd	PROPN
ap-995	20	27	is	be	AUX
ap-995	20	28	the	the	DET
ap-995	20	29	weighted	weight	VERB
ap-995	20	30	value	value	NOUN
ap-995	20	31	of	of	ADP
ap-995	20	32	the	the	DET
ap-995	20	33	sales	sale	NOUN
ap-995	20	34	prices	price	NOUN
ap-995	21	1	[	[	X
ap-995	21	2	kč	kč	X
ap-995	21	3	]	]	X
ap-995	21	4	,	,	PUNCT
ap-995	21	5	�	�	PROPN
ap-995	21	6	pgtd	pgtd	PROPN
ap-995	21	7	is	be	AUX
ap-995	21	8	the	the	DET
ap-995	21	9	weighted	weight	VERB
ap-995	21	10	value	value	NOUN
ap-995	21	11	of	of	ADP
ap-995	21	12	the	the	DET
ap-995	21	13	production	production	NOUN
ap-995	21	14	prices	price	NOUN
ap-995	21	15	[	[	X
ap-995	21	16	kč	kč	X
ap-995	21	17	]	]	X
ap-995	21	18	,	,	PUNCT
ap-995	21	19	and	and	CCONJ
ap-995	21	20	�	�	NOUN
ap-995	21	21	pptd	pptd	NOUN
ap-995	21	22	is	be	AUX
ap-995	21	23	the	the	DET
ap-995	21	24	weighted	weight	VERB
ap-995	21	25	value	value	NOUN
ap-995	21	26	of	of	ADP
ap-995	21	27	the	the	DET
ap-995	21	28	purchased	purchase	VERB
ap-995	21	29	prices	price	NOUN
ap-995	22	1	[	[	X
ap-995	22	2	kč	kč	X
ap-995	22	3	]	]	X
ap-995	22	4	.	.	PUNCT
ap-995	22	5	4	4	NUM
ap-995	22	6	closed	close	VERB
ap-995	22	7	future	future	ADJ
ap-995	22	8	position	position	NOUN
ap-995	22	9	a	a	DET
ap-995	22	10	closed	closed	ADJ
ap-995	22	11	future	future	ADJ
ap-995	22	12	position	position	NOUN
ap-995	22	13	is	be	AUX
ap-995	22	14	a	a	DET
ap-995	22	15	position	position	NOUN
ap-995	22	16	for	for	ADP
ap-995	22	17	the	the	DET
ap-995	22	18	period	period	NOUN
ap-995	22	19	from	from	ADP
ap-995	22	20	the	the	DET
ap-995	22	21	next	next	ADJ
ap-995	22	22	day	day	NOUN
ap-995	22	23	within	within	ADP
ap-995	22	24	the	the	DET
ap-995	22	25	selected	select	VERB
ap-995	22	26	future	future	ADJ
ap-995	22	27	time	time	NOUN
ap-995	22	28	window	window	NOUN
ap-995	22	29	,	,	PUNCT
ap-995	22	30	and	and	CCONJ
ap-995	22	31	is	be	AUX
ap-995	22	32	calculated	calculate	VERB
ap-995	22	33	as	as	ADP
ap-995	22	34	the	the	DET
ap-995	22	35	sum	sum	NOUN
ap-995	22	36	of	of	ADP
ap-995	22	37	concluded	conclude	VERB
ap-995	22	38	contract	contract	NOUN
ap-995	22	39	volumes	volume	NOUN
ap-995	22	40	per	per	ADP
ap-995	22	41	hour	hour	NOUN
ap-995	22	42	©	©	PROPN
ap-995	22	43	czech	czech	PROPN
ap-995	22	44	technical	technical	PROPN
ap-995	22	45	university	university	PROPN
ap-995	22	46	publishing	publishing	NOUN
ap-995	22	47	house	house	NOUN
ap-995	22	48	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-995	22	49	35	35	NUM
ap-995	22	50	acta	acta	PROPN
ap-995	22	51	polytechnica	polytechnica	PROPN
ap-995	22	52	vol	vol	NOUN
ap-995	22	53	.	.	PUNCT
ap-995	23	1	48	48	NUM
ap-995	23	2	no	no	NOUN
ap-995	23	3	.	.	PUNCT
ap-995	24	1	3/2008	3/2008	NOUN
ap-995	24	2	power	power	NOUN
ap-995	24	3	producer	producer	NOUN
ap-995	24	4	production	production	NOUN
ap-995	24	5	valuation	valuation	NOUN
ap-995	24	6	m.	m.	NOUN
ap-995	24	7	kněžek	kněžek	VERB
ap-995	24	8	the	the	DET
ap-995	24	9	ongoing	ongoing	ADJ
ap-995	24	10	developments	development	NOUN
ap-995	24	11	in	in	ADP
ap-995	24	12	the	the	DET
ap-995	24	13	electricity	electricity	NOUN
ap-995	24	14	market	market	NOUN
ap-995	24	15	,	,	PUNCT
ap-995	24	16	in	in	ADP
ap-995	24	17	particular	particular	ADJ
ap-995	24	18	the	the	DET
ap-995	24	19	establishment	establishment	NOUN
ap-995	24	20	of	of	ADP
ap-995	24	21	the	the	DET
ap-995	24	22	prague	prague	PROPN
ap-995	24	23	energy	energy	NOUN
ap-995	24	24	exchange	exchange	PROPN
ap-995	24	25	(	(	PUNCT
ap-995	24	26	pxe	pxe	NOUN
ap-995	24	27	)	)	PUNCT
ap-995	24	28	and	and	CCONJ
ap-995	24	29	the	the	DET
ap-995	24	30	associated	associated	ADJ
ap-995	24	31	transfer	transfer	NOUN
ap-995	24	32	from	from	ADP
ap-995	24	33	campaign	campaign	NOUN
ap-995	24	34	-	-	PUNCT
ap-995	24	35	driven	drive	VERB
ap-995	24	36	sale	sale	NOUN
ap-995	24	37	to	to	ADP
ap-995	24	38	continuous	continuous	ADJ
ap-995	24	39	trading	trading	NOUN
ap-995	24	40	,	,	PUNCT
ap-995	24	41	represent	represent	VERB
ap-995	24	42	a	a	DET
ap-995	24	43	significant	significant	ADJ
ap-995	24	44	change	change	NOUN
ap-995	24	45	for	for	ADP
ap-995	24	46	power	power	NOUN
ap-995	24	47	companies	company	NOUN
ap-995	24	48	.	.	PUNCT
ap-995	25	1	power	power	NOUN
ap-995	25	2	producing	produce	VERB
ap-995	25	3	companies	company	NOUN
ap-995	25	4	can	can	AUX
ap-995	25	5	now	now	ADV
ap-995	25	6	optimize	optimize	VERB
ap-995	25	7	the	the	DET
ap-995	25	8	sale	sale	NOUN
ap-995	25	9	of	of	ADP
ap-995	25	10	their	their	PRON
ap-995	25	11	production	production	NOUN
ap-995	25	12	capacities	capacity	NOUN
ap-995	25	13	with	with	ADP
ap-995	25	14	the	the	DET
ap-995	25	15	objective	objective	NOUN
ap-995	25	16	of	of	ADP
ap-995	25	17	maximizing	maximize	VERB
ap-995	25	18	profit	profit	NOUN
ap-995	25	19	from	from	ADP
ap-995	25	20	wholesale	wholesale	ADJ
ap-995	25	21	electricity	electricity	NOUN
ap-995	25	22	and	and	CCONJ
ap-995	25	23	supporting	support	VERB
ap-995	25	24	services	service	NOUN
ap-995	25	25	.	.	PUNCT
ap-995	26	1	the	the	DET
ap-995	26	2	trading	trading	NOUN
ap-995	26	3	departments	department	NOUN
ap-995	26	4	measure	measure	VERB
ap-995	26	5	the	the	DET
ap-995	26	6	success	success	NOUN
ap-995	26	7	rate	rate	NOUN
ap-995	26	8	of	of	ADP
ap-995	26	9	trading	trading	NOUN
ap-995	26	10	activities	activity	NOUN
ap-995	26	11	by	by	ADP
ap-995	26	12	the	the	DET
ap-995	26	13	gross	gross	ADJ
ap-995	26	14	margin	margin	NOUN
ap-995	26	15	(	(	PUNCT
ap-995	26	16	gm	gm	PROPN
ap-995	26	17	)	)	PUNCT
ap-995	26	18	,	,	PUNCT
ap-995	26	19	calculated	calculate	VERB
ap-995	26	20	by	by	ADP
ap-995	26	21	subtracting	subtract	VERB
ap-995	26	22	the	the	DET
ap-995	26	23	realized	realize	VERB
ap-995	26	24	sales	sale	NOUN
ap-995	26	25	prices	price	NOUN
ap-995	26	26	from	from	ADP
ap-995	26	27	the	the	DET
ap-995	26	28	realized	realize	VERB
ap-995	26	29	purchase	purchase	NOUN
ap-995	26	30	prices	price	NOUN
ap-995	26	31	and	and	CCONJ
ap-995	26	32	the	the	DET
ap-995	26	33	production	production	NOUN
ap-995	26	34	cost	cost	NOUN
ap-995	26	35	,	,	PUNCT
ap-995	26	36	and	and	CCONJ
ap-995	26	37	indicate	indicate	VERB
ap-995	26	38	the	the	DET
ap-995	26	39	profit	profit	NOUN
ap-995	26	40	&	&	CCONJ
ap-995	26	41	loss	loss	NOUN
ap-995	26	42	(	(	PUNCT
ap-995	26	43	p&l	p&l	PROPN
ap-995	26	44	)	)	PUNCT
ap-995	26	45	to	to	PART
ap-995	26	46	be	be	AUX
ap-995	26	47	subsequently	subsequently	ADV
ap-995	26	48	calculated	calculate	VERB
ap-995	26	49	by	by	ADP
ap-995	26	50	the	the	DET
ap-995	26	51	control	control	PROPN
ap-995	26	52	department	department	PROPN
ap-995	26	53	.	.	PUNCT
ap-995	27	1	the	the	DET
ap-995	27	2	risk	risk	NOUN
ap-995	27	3	management	management	NOUN
ap-995	27	4	process	process	NOUN
ap-995	27	5	is	be	AUX
ap-995	27	6	set	set	VERB
ap-995	27	7	up	up	ADP
ap-995	27	8	on	on	ADP
ap-995	27	9	the	the	DET
ap-995	27	10	basis	basis	NOUN
ap-995	27	11	of	of	ADP
ap-995	27	12	a	a	DET
ap-995	27	13	business	business	NOUN
ap-995	27	14	strategy	strategy	NOUN
ap-995	27	15	defining	define	VERB
ap-995	27	16	the	the	DET
ap-995	27	17	volumes	volume	NOUN
ap-995	27	18	of	of	ADP
ap-995	27	19	electricity	electricity	NOUN
ap-995	27	20	that	that	PRON
ap-995	27	21	have	have	VERB
ap-995	27	22	to	to	PART
ap-995	27	23	be	be	AUX
ap-995	27	24	sold	sell	VERB
ap-995	27	25	one	one	NUM
ap-995	27	26	year	year	NOUN
ap-995	27	27	and	and	CCONJ
ap-995	27	28	one	one	NUM
ap-995	27	29	month	month	NOUN
ap-995	27	30	before	before	ADP
ap-995	27	31	the	the	DET
ap-995	27	32	commencement	commencement	NOUN
ap-995	27	33	of	of	ADP
ap-995	27	34	delivery	delivery	NOUN
ap-995	27	35	.	.	PUNCT
ap-995	28	1	at	at	ADP
ap-995	28	2	the	the	DET
ap-995	28	3	same	same	ADJ
ap-995	28	4	time	time	NOUN
ap-995	28	5	,	,	PUNCT
ap-995	28	6	this	this	DET
ap-995	28	7	process	process	NOUN
ap-995	28	8	defines	define	VERB
ap-995	28	9	the	the	DET
ap-995	28	10	volume	volume	NOUN
ap-995	28	11	of	of	ADP
ap-995	28	12	electricity	electricity	NOUN
ap-995	28	13	to	to	PART
ap-995	28	14	remain	remain	VERB
ap-995	28	15	available	available	ADJ
ap-995	28	16	for	for	ADP
ap-995	28	17	spot	spot	NOUN
ap-995	28	18	trading	trading	NOUN
ap-995	28	19	(	(	PUNCT
ap-995	28	20	trading	trading	NOUN
ap-995	28	21	limits	limit	NOUN
ap-995	28	22	)	)	PUNCT
ap-995	28	23	.	.	PUNCT
ap-995	29	1	keywords	keyword	NOUN
ap-995	29	2	:	:	PUNCT
ap-995	29	3	closed	close	VERB
ap-995	29	4	position	position	NOUN
ap-995	29	5	,	,	PUNCT
ap-995	29	6	difference	difference	NOUN
ap-995	29	7	from	from	ADP
ap-995	29	8	plan	plan	NOUN
ap-995	29	9	fulfillment	fulfillment	NOUN
ap-995	29	10	,	,	PUNCT
ap-995	29	11	forward	forward	ADJ
ap-995	29	12	price	price	NOUN
ap-995	29	13	curve	curve	NOUN
ap-995	29	14	,	,	PUNCT
ap-995	29	15	future	future	ADJ
ap-995	29	16	position	position	NOUN
ap-995	29	17	,	,	PUNCT
ap-995	29	18	gross	gross	ADJ
ap-995	29	19	margin	margin	NOUN
ap-995	29	20	,	,	PUNCT
ap-995	29	21	historical	historical	ADJ
ap-995	29	22	position	position	NOUN
ap-995	29	23	,	,	PUNCT
ap-995	29	24	internal	internal	ADJ
ap-995	29	25	regulation	regulation	NOUN
ap-995	29	26	,	,	PUNCT
ap-995	29	27	mark	mark	VERB
ap-995	29	28	to	to	ADP
ap-995	29	29	market	market	NOUN
ap-995	29	30	,	,	PUNCT
ap-995	29	31	open	open	ADJ
ap-995	29	32	position	position	NOUN
ap-995	29	33	,	,	PUNCT
ap-995	29	34	power	power	NOUN
ap-995	29	35	producer	producer	NOUN
ap-995	29	36	,	,	PUNCT
ap-995	29	37	planned	planned	ADJ
ap-995	29	38	production	production	NOUN
ap-995	29	39	,	,	PUNCT
ap-995	29	40	profit	profit	NOUN
ap-995	29	41	&	&	CCONJ
ap-995	29	42	loss	loss	NOUN
ap-995	29	43	,	,	PUNCT
ap-995	29	44	risk	risk	NOUN
ap-995	29	45	exposure	exposure	NOUN
ap-995	29	46	,	,	PUNCT
ap-995	29	47	risk	risk	NOUN
ap-995	29	48	management	management	NOUN
ap-995	29	49	committee	committee	NOUN
ap-995	29	50	,	,	PUNCT
ap-995	29	51	trading	trading	NOUN
ap-995	29	52	limits	limit	NOUN
ap-995	29	53	.	.	PUNCT
ap-995	30	1	1	1	NUM
ap-995	30	2	2	2	NUM
ap-995	30	3	3	3	NUM
ap-995	30	4	4	4	NUM
ap-995	30	5	5	5	NUM
ap-995	30	6	6	6	NUM
ap-995	30	7	7	7	NUM
ap-995	30	8	8	8	NUM
ap-995	30	9	9	9	NUM
ap-995	30	10	10	10	NUM
ap-995	30	11	11	11	NUM
ap-995	30	12	12	12	NUM
ap-995	30	13	open	open	ADJ
ap-995	30	14	future	future	ADJ
ap-995	30	15	position	position	NOUN
ap-995	30	16	closed	close	VERB
ap-995	30	17	future	future	ADJ
ap-995	30	18	position	position	NOUN
ap-995	30	19	closed	close	VERB
ap-995	30	20	historical	historical	ADJ
ap-995	30	21	position	position	NOUN
ap-995	30	22	1	1	NUM
ap-995	30	23	2	2	NUM
ap-995	30	24	3	3	NUM
ap-995	30	25	4	4	NUM
ap-995	30	26	5	5	NUM
ap-995	30	27	6	6	NUM
ap-995	30	28	7	7	NUM
ap-995	30	29	8	8	NUM
ap-995	30	30	9	9	NUM
ap-995	30	31	10	10	NUM
ap-995	30	32	11	11	NUM
ap-995	30	33	12	12	NUM
ap-995	30	34	gross	gross	ADJ
ap-995	30	35	margin	margin	NOUN
ap-995	30	36	open	open	ADJ
ap-995	30	37	future	future	ADJ
ap-995	30	38	position	position	NOUN
ap-995	30	39	closed	close	VERB
ap-995	30	40	future	future	ADJ
ap-995	30	41	position	position	NOUN
ap-995	30	42	closed	close	VERB
ap-995	30	43	historical	historical	ADJ
ap-995	30	44	position	position	NOUN
ap-995	30	45	production	production	NOUN
ap-995	30	46	plan	plan	NOUN
ap-995	30	47	fig	fig	NOUN
ap-995	30	48	.	.	PUNCT
ap-995	31	1	1	1	NUM
ap-995	31	2	:	:	PUNCT
ap-995	31	3	an	an	DET
ap-995	31	4	overview	overview	NOUN
ap-995	31	5	of	of	ADP
ap-995	31	6	the	the	DET
ap-995	31	7	trading	trading	NOUN
ap-995	31	8	positions	position	NOUN
ap-995	31	9	of	of	ADP
ap-995	31	10	a	a	DET
ap-995	31	11	power	power	NOUN
ap-995	31	12	producer	producer	NOUN
ap-995	31	13	and	and	CCONJ
ap-995	31	14	day	day	NOUN
ap-995	31	15	of	of	ADP
ap-995	31	16	the	the	DET
ap-995	31	17	relevant	relevant	ADJ
ap-995	31	18	time	time	NOUN
ap-995	31	19	window	window	NOUN
ap-995	31	20	,	,	PUNCT
ap-995	31	21	while	while	SCONJ
ap-995	31	22	the	the	DET
ap-995	31	23	following	follow	VERB
ap-995	31	24	applies	applie	NOUN
ap-995	31	25	:	:	PUNCT
ap-995	32	1	qs	qs	PART
ap-995	32	2	qpg	qpg	NOUN
ap-995	32	3	qptd	qptd	ADV
ap-995	32	4	td	td	PROPN
ap-995	32	5	td	td	NOUN
ap-995	32	6	td	td	NOUN
ap-995	32	7	td	td	NOUN
ap-995	32	8	td	td	PROPN
ap-995	32	9	�	�	PROPN
ap-995	32	10	�	�	PROPN
ap-995	32	11	�	�	PROPN
ap-995	32	12	�	�	PROPN
ap-995	32	13	�	�	PROPN
ap-995	32	14	,	,	PUNCT
ap-995	32	15	(	(	PUNCT
ap-995	32	16	3	3	X
ap-995	32	17	)	)	PUNCT
ap-995	32	18	where	where	SCONJ
ap-995	32	19	qstd	qstd	NOUN
ap-995	32	20	is	be	AUX
ap-995	32	21	the	the	DET
ap-995	32	22	volume	volume	NOUN
ap-995	32	23	of	of	ADP
ap-995	32	24	sold	sell	VERB
ap-995	32	25	electricity	electricity	NOUN
ap-995	32	26	for	for	ADP
ap-995	32	27	hour	hour	NOUN
ap-995	32	28	t	t	NOUN
ap-995	32	29	of	of	ADP
ap-995	32	30	day	day	NOUN
ap-995	33	1	d	d	PROPN
ap-995	33	2	[	[	X
ap-995	33	3	mwh	mwh	PROPN
ap-995	33	4	]	]	X
ap-995	33	5	,	,	PUNCT
ap-995	33	6	qpgtd	qpgtd	PROPN
ap-995	33	7	is	be	AUX
ap-995	33	8	the	the	DET
ap-995	33	9	planned	plan	VERB
ap-995	33	10	electricity	electricity	NOUN
ap-995	33	11	generation	generation	NOUN
ap-995	33	12	for	for	ADP
ap-995	33	13	hour	hour	NOUN
ap-995	33	14	t	t	NOUN
ap-995	33	15	of	of	ADP
ap-995	33	16	day	day	NOUN
ap-995	34	1	d	d	PROPN
ap-995	34	2	[	[	X
ap-995	34	3	mwh	mwh	PROPN
ap-995	34	4	]	]	X
ap-995	34	5	,	,	PUNCT
ap-995	34	6	qptd	qptd	ADV
ap-995	34	7	is	be	AUX
ap-995	34	8	the	the	DET
ap-995	34	9	volume	volume	NOUN
ap-995	34	10	of	of	ADP
ap-995	34	11	electricity	electricity	NOUN
ap-995	34	12	purchased	purchase	VERB
ap-995	34	13	for	for	ADP
ap-995	34	14	hour	hour	NOUN
ap-995	34	15	t	t	PROPN
ap-995	34	16	of	of	ADP
ap-995	34	17	day	day	NOUN
ap-995	35	1	d	d	PROPN
ap-995	36	1	[	[	X
ap-995	36	2	mwh	mwh	X
ap-995	36	3	]	]	X
ap-995	36	4	.	.	PUNCT
ap-995	37	1	the	the	DET
ap-995	37	2	gross	gross	ADJ
ap-995	37	3	margin	margin	NOUN
ap-995	37	4	is	be	AUX
ap-995	37	5	used	use	VERB
ap-995	37	6	for	for	ADP
ap-995	37	7	determining	determine	VERB
ap-995	37	8	the	the	DET
ap-995	37	9	profitability	profitability	NOUN
ap-995	37	10	of	of	ADP
ap-995	37	11	a	a	DET
ap-995	37	12	closed	closed	ADJ
ap-995	37	13	future	future	ADJ
ap-995	37	14	position	position	NOUN
ap-995	37	15	.	.	PUNCT
ap-995	38	1	gm	gm	PROPN
ap-995	38	2	from	from	ADP
ap-995	38	3	the	the	DET
ap-995	38	4	closed	closed	ADJ
ap-995	38	5	future	future	ADJ
ap-995	38	6	position	position	NOUN
ap-995	38	7	is	be	AUX
ap-995	38	8	to	to	PART
ap-995	38	9	be	be	AUX
ap-995	38	10	calculated	calculate	VERB
ap-995	38	11	as	as	ADP
ap-995	38	12	the	the	DET
ap-995	38	13	difference	difference	NOUN
ap-995	38	14	between	between	ADP
ap-995	38	15	the	the	DET
ap-995	38	16	sales	sale	NOUN
ap-995	38	17	revenues	revenue	NOUN
ap-995	38	18	(	(	PUNCT
ap-995	38	19	multiplied	multiply	VERB
ap-995	38	20	by	by	ADP
ap-995	38	21	the	the	DET
ap-995	38	22	sold	sell	VERB
ap-995	38	23	volume	volume	NOUN
ap-995	38	24	)	)	PUNCT
ap-995	38	25	and	and	CCONJ
ap-995	38	26	the	the	DET
ap-995	38	27	planned	plan	VERB
ap-995	38	28	production	production	NOUN
ap-995	38	29	costs	cost	NOUN
ap-995	38	30	(	(	PUNCT
ap-995	38	31	the	the	DET
ap-995	38	32	planned	plan	VERB
ap-995	38	33	value	value	NOUN
ap-995	38	34	of	of	ADP
ap-995	38	35	the	the	DET
ap-995	38	36	production	production	NOUN
ap-995	38	37	prices	price	NOUN
ap-995	38	38	multiplied	multiply	VERB
ap-995	38	39	by	by	ADP
ap-995	38	40	the	the	DET
ap-995	38	41	produced	produce	VERB
ap-995	38	42	volume	volume	NOUN
ap-995	38	43	)	)	PUNCT
ap-995	38	44	and	and	CCONJ
ap-995	38	45	the	the	DET
ap-995	38	46	purchase	purchase	NOUN
ap-995	38	47	costs	cost	NOUN
ap-995	38	48	(	(	PUNCT
ap-995	38	49	the	the	DET
ap-995	38	50	weighted	weighted	ADJ
ap-995	38	51	value	value	NOUN
ap-995	38	52	of	of	ADP
ap-995	38	53	the	the	DET
ap-995	38	54	purchase	purchase	NOUN
ap-995	38	55	price	price	NOUN
ap-995	38	56	multiplied	multiply	VERB
ap-995	38	57	by	by	ADP
ap-995	38	58	the	the	DET
ap-995	38	59	purchase	purchase	NOUN
ap-995	38	60	volume	volume	NOUN
ap-995	38	61	)	)	PUNCT
ap-995	38	62	.	.	PUNCT
ap-995	39	1	gm	gm	PROPN
ap-995	39	2	cfp	cfp	PROPN
ap-995	39	3	gm	gm	PROPN
ap-995	39	4	cfp	cfp	PROPN
ap-995	39	5	qs	qs	PROPN
ap-995	39	6	ps	ps	PROPN
ap-995	39	7	qpg	qpg	PROPN
ap-995	39	8	ppg	ppg	PROPN
ap-995	39	9	qp	qp	ADP
ap-995	39	10	td	td	NOUN
ap-995	39	11	td	td	NOUN
ap-995	39	12	td	td	NOUN
ap-995	39	13	td	td	NOUN
ap-995	39	14	td	td	NOUN
ap-995	39	15	td	td	NOUN
ap-995	39	16	td	td	NOUN
ap-995	39	17	td	td	NOUN
ap-995	39	18	_	_	PUNCT
ap-995	40	1	_	_	PUNCT
ap-995	40	2	�	�	PROPN
ap-995	40	3	�	�	PROPN
ap-995	40	4	�	�	PROPN
ap-995	40	5	�	�	PROPN
ap-995	40	6	�	�	PROPN
ap-995	40	7	�	�	PROPN
ap-995	40	8	�	�	PROPN
ap-995	40	9	�	�	PROPN
ap-995	40	10	�	�	PROPN
ap-995	40	11	�	�	PROPN
ap-995	40	12	td	td	NOUN
ap-995	40	13	td	td	NOUN
ap-995	40	14	td	td	PROPN
ap-995	40	15	pp	pp	PROPN
ap-995	40	16	�	�	PROPN
ap-995	40	17	�	�	PROPN
ap-995	40	18	�	�	PROPN
ap-995	40	19	,	,	PUNCT
ap-995	40	20	(	(	PUNCT
ap-995	40	21	4	4	X
ap-995	40	22	)	)	PUNCT
ap-995	40	23	where	where	SCONJ
ap-995	40	24	�	�	PROPN
ap-995	40	25	pstd	pstd	PROPN
ap-995	40	26	is	be	AUX
ap-995	40	27	the	the	DET
ap-995	40	28	weighted	weight	VERB
ap-995	40	29	value	value	NOUN
ap-995	40	30	of	of	ADP
ap-995	40	31	the	the	DET
ap-995	40	32	sales	sale	NOUN
ap-995	40	33	prices	price	NOUN
ap-995	41	1	[	[	X
ap-995	41	2	kč	kč	X
ap-995	41	3	]	]	X
ap-995	41	4	,	,	PUNCT
ap-995	41	5	ppgtd	ppgtd	NOUN
ap-995	41	6	is	be	AUX
ap-995	41	7	the	the	DET
ap-995	41	8	planned	plan	VERB
ap-995	41	9	value	value	NOUN
ap-995	41	10	of	of	ADP
ap-995	41	11	the	the	DET
ap-995	41	12	production	production	NOUN
ap-995	41	13	prices	price	NOUN
ap-995	41	14	[	[	X
ap-995	41	15	kč	kč	X
ap-995	41	16	]	]	X
ap-995	41	17	and	and	CCONJ
ap-995	41	18	�	�	PROPN
ap-995	41	19	pptd	pptd	NOUN
ap-995	41	20	is	be	AUX
ap-995	41	21	the	the	DET
ap-995	41	22	weighted	weight	VERB
ap-995	41	23	value	value	NOUN
ap-995	41	24	of	of	ADP
ap-995	41	25	the	the	DET
ap-995	41	26	purchase	purchase	NOUN
ap-995	41	27	prices	price	NOUN
ap-995	41	28	[	[	X
ap-995	41	29	kč	kč	X
ap-995	41	30	]	]	X
ap-995	41	31	.	.	PUNCT
ap-995	42	1	5	5	NUM
ap-995	42	2	open	open	ADJ
ap-995	42	3	future	future	ADJ
ap-995	42	4	position	position	NOUN
ap-995	42	5	an	an	DET
ap-995	42	6	open	open	ADJ
ap-995	42	7	future	future	ADJ
ap-995	42	8	position	position	NOUN
ap-995	42	9	is	be	AUX
ap-995	42	10	a	a	DET
ap-995	42	11	position	position	NOUN
ap-995	42	12	for	for	ADP
ap-995	42	13	the	the	DET
ap-995	42	14	period	period	NOUN
ap-995	42	15	from	from	ADP
ap-995	42	16	the	the	DET
ap-995	42	17	next	next	ADJ
ap-995	42	18	day	day	NOUN
ap-995	42	19	within	within	ADP
ap-995	42	20	the	the	DET
ap-995	42	21	selected	select	VERB
ap-995	42	22	future	future	ADJ
ap-995	42	23	time	time	NOUN
ap-995	42	24	window	window	NOUN
ap-995	42	25	and	and	CCONJ
ap-995	42	26	is	be	AUX
ap-995	42	27	calculated	calculate	VERB
ap-995	42	28	as	as	ADP
ap-995	42	29	the	the	DET
ap-995	42	30	difference	difference	NOUN
ap-995	42	31	between	between	ADP
ap-995	42	32	the	the	DET
ap-995	42	33	planned	plan	VERB
ap-995	42	34	volume	volume	NOUN
ap-995	42	35	of	of	ADP
ap-995	42	36	sold	sell	VERB
ap-995	42	37	electricity	electricity	NOUN
ap-995	42	38	,	,	PUNCT
ap-995	42	39	the	the	DET
ap-995	42	40	planned	plan	VERB
ap-995	42	41	volume	volume	NOUN
ap-995	42	42	of	of	ADP
ap-995	42	43	generated	generate	VERB
ap-995	42	44	electricity	electricity	NOUN
ap-995	42	45	and	and	CCONJ
ap-995	42	46	the	the	DET
ap-995	42	47	planned	plan	VERB
ap-995	42	48	volume	volume	NOUN
ap-995	42	49	of	of	ADP
ap-995	42	50	purchased	purchase	VERB
ap-995	42	51	electricity	electricity	NOUN
ap-995	42	52	per	per	ADP
ap-995	42	53	hour	hour	NOUN
ap-995	42	54	and	and	CCONJ
ap-995	42	55	day	day	NOUN
ap-995	42	56	of	of	ADP
ap-995	42	57	the	the	DET
ap-995	42	58	relevant	relevant	ADJ
ap-995	42	59	time	time	NOUN
ap-995	42	60	window	window	NOUN
ap-995	42	61	,	,	PUNCT
ap-995	42	62	while	while	SCONJ
ap-995	42	63	the	the	DET
ap-995	42	64	following	follow	VERB
ap-995	42	65	applies	applie	NOUN
ap-995	42	66	:	:	PUNCT
ap-995	42	67	qps	qps	PROPN
ap-995	42	68	qpg	qpg	PROPN
ap-995	42	69	qpptd	qpptd	ADV
ap-995	42	70	td	td	NOUN
ap-995	42	71	td	td	NOUN
ap-995	42	72	td	td	NOUN
ap-995	42	73	td	td	NOUN
ap-995	42	74	td	td	PROPN
ap-995	42	75	�	�	PROPN
ap-995	42	76	�	�	PROPN
ap-995	42	77	�	�	PROPN
ap-995	42	78	�	�	PROPN
ap-995	42	79	�	�	PROPN
ap-995	42	80	,	,	PUNCT
ap-995	42	81	(	(	PUNCT
ap-995	42	82	5	5	X
ap-995	42	83	)	)	PUNCT
ap-995	42	84	where	where	SCONJ
ap-995	42	85	qpstd	qpstd	NOUN
ap-995	42	86	is	be	AUX
ap-995	42	87	the	the	DET
ap-995	42	88	planned	plan	VERB
ap-995	42	89	volume	volume	NOUN
ap-995	42	90	of	of	ADP
ap-995	42	91	sold	sell	VERB
ap-995	42	92	electricity	electricity	NOUN
ap-995	42	93	for	for	ADP
ap-995	42	94	hour	hour	NOUN
ap-995	42	95	t	t	NOUN
ap-995	42	96	of	of	ADP
ap-995	42	97	day	day	NOUN
ap-995	43	1	d	d	PROPN
ap-995	43	2	[	[	X
ap-995	43	3	mwh	mwh	PROPN
ap-995	43	4	]	]	X
ap-995	43	5	,	,	PUNCT
ap-995	43	6	qpgtd	qpgtd	PROPN
ap-995	43	7	is	be	AUX
ap-995	43	8	the	the	DET
ap-995	43	9	planned	plan	VERB
ap-995	43	10	volume	volume	NOUN
ap-995	43	11	of	of	ADP
ap-995	43	12	generated	generate	VERB
ap-995	43	13	electricity	electricity	NOUN
ap-995	43	14	for	for	ADP
ap-995	43	15	hour	hour	NOUN
ap-995	43	16	t	t	NOUN
ap-995	43	17	of	of	ADP
ap-995	43	18	day	day	NOUN
ap-995	44	1	d	d	PROPN
ap-995	45	1	[	[	X
ap-995	45	2	mwh	mwh	X
ap-995	45	3	]	]	PUNCT
ap-995	45	4	and	and	CCONJ
ap-995	45	5	qpptd	qpptd	PROPN
ap-995	45	6	is	be	AUX
ap-995	45	7	the	the	DET
ap-995	45	8	planned	plan	VERB
ap-995	45	9	volume	volume	NOUN
ap-995	45	10	of	of	ADP
ap-995	45	11	electricity	electricity	NOUN
ap-995	45	12	purchased	purchase	VERB
ap-995	45	13	for	for	ADP
ap-995	45	14	hour	hour	NOUN
ap-995	45	15	t	t	PROPN
ap-995	45	16	of	of	ADP
ap-995	45	17	day	day	NOUN
ap-995	46	1	d	d	PROPN
ap-995	47	1	[	[	X
ap-995	47	2	mwh	mwh	X
ap-995	47	3	]	]	X
ap-995	47	4	.	.	PUNCT
ap-995	48	1	the	the	DET
ap-995	48	2	gross	gross	ADJ
ap-995	48	3	margin	margin	NOUN
ap-995	48	4	is	be	AUX
ap-995	48	5	used	use	VERB
ap-995	48	6	for	for	ADP
ap-995	48	7	determining	determine	VERB
ap-995	48	8	the	the	DET
ap-995	48	9	profitability	profitability	NOUN
ap-995	48	10	of	of	ADP
ap-995	48	11	an	an	DET
ap-995	48	12	open	open	ADJ
ap-995	48	13	future	future	ADJ
ap-995	48	14	position	position	NOUN
ap-995	48	15	.	.	PUNCT
ap-995	49	1	gm	gm	PROPN
ap-995	49	2	from	from	ADP
ap-995	49	3	the	the	DET
ap-995	49	4	open	open	ADJ
ap-995	49	5	position	position	NOUN
ap-995	49	6	is	be	AUX
ap-995	49	7	to	to	PART
ap-995	49	8	be	be	AUX
ap-995	49	9	calculated	calculate	VERB
ap-995	49	10	as	as	ADP
ap-995	49	11	the	the	DET
ap-995	49	12	difference	difference	NOUN
ap-995	49	13	between	between	ADP
ap-995	49	14	the	the	DET
ap-995	49	15	planned	plan	VERB
ap-995	49	16	sales	sale	NOUN
ap-995	49	17	revenues	revenue	NOUN
ap-995	49	18	(	(	PUNCT
ap-995	49	19	the	the	DET
ap-995	49	20	planned	plan	VERB
ap-995	49	21	sales	sale	NOUN
ap-995	49	22	volume	volume	NOUN
ap-995	49	23	multiplied	multiply	VERB
ap-995	49	24	by	by	ADP
ap-995	49	25	the	the	DET
ap-995	49	26	planned	plan	VERB
ap-995	49	27	sales	sale	NOUN
ap-995	49	28	price	price	NOUN
ap-995	49	29	–	–	PUNCT
ap-995	49	30	forward	forward	ADJ
ap-995	49	31	price	price	NOUN
ap-995	49	32	curve	curve	NOUN
ap-995	49	33	)	)	PUNCT
ap-995	49	34	and	and	CCONJ
ap-995	49	35	the	the	DET
ap-995	49	36	planned	plan	VERB
ap-995	49	37	production	production	NOUN
ap-995	49	38	costs	cost	NOUN
ap-995	49	39	(	(	PUNCT
ap-995	49	40	the	the	DET
ap-995	49	41	planned	plan	VERB
ap-995	49	42	generation	generation	NOUN
ap-995	49	43	volume	volume	NOUN
ap-995	49	44	multiplied	multiply	VERB
ap-995	49	45	by	by	ADP
ap-995	49	46	the	the	DET
ap-995	49	47	planned	plan	VERB
ap-995	49	48	production	production	NOUN
ap-995	49	49	cost	cost	NOUN
ap-995	49	50	)	)	PUNCT
ap-995	49	51	and	and	CCONJ
ap-995	49	52	the	the	DET
ap-995	49	53	purchase	purchase	NOUN
ap-995	49	54	costs	cost	NOUN
ap-995	49	55	(	(	PUNCT
ap-995	49	56	the	the	DET
ap-995	49	57	planned	plan	VERB
ap-995	49	58	purchased	purchase	VERB
ap-995	49	59	volume	volume	NOUN
ap-995	49	60	multiplied	multiply	VERB
ap-995	49	61	by	by	ADP
ap-995	49	62	the	the	DET
ap-995	49	63	relevant	relevant	ADJ
ap-995	49	64	planned	plan	VERB
ap-995	49	65	purchase	purchase	NOUN
ap-995	49	66	price	price	NOUN
ap-995	49	67	)	)	PUNCT
ap-995	49	68	.	.	PUNCT
ap-995	50	1	gm	gm	PROPN
ap-995	50	2	ofp	ofp	PROPN
ap-995	50	3	gm	gm	PROPN
ap-995	50	4	ofp	ofp	PROPN
ap-995	50	5	qps	qps	PROPN
ap-995	50	6	pps	pps	PROPN
ap-995	50	7	qpg	qpg	PROPN
ap-995	50	8	ppg	ppg	NOUN
ap-995	50	9	td	td	NOUN
ap-995	50	10	td	td	NOUN
ap-995	50	11	td	td	NOUN
ap-995	50	12	td	td	NOUN
ap-995	50	13	td	td	NOUN
ap-995	50	14	td	td	NOUN
ap-995	50	15	td	td	NOUN
ap-995	50	16	td	td	NOUN
ap-995	50	17	td	td	NOUN
ap-995	50	18	_	_	PUNCT
ap-995	51	1	_	_	PUNCT
ap-995	51	2	�	�	PROPN
ap-995	51	3	�	�	PROPN
ap-995	51	4	�	�	PROPN
ap-995	51	5	�	�	PROPN
ap-995	51	6	�	�	PROPN
ap-995	51	7	�	�	PROPN
ap-995	51	8	�	�	PROPN
ap-995	51	9	�	�	PROPN
ap-995	51	10	�	�	PROPN
ap-995	51	11	�	�	PROPN
ap-995	51	12	�	�	PROPN
ap-995	51	13	qpp	qpp	PROPN
ap-995	51	14	ppptd	ppptd	VERB
ap-995	51	15	td	td	NOUN
ap-995	51	16	td	td	NOUN
ap-995	51	17	,	,	PUNCT
ap-995	51	18	(	(	PUNCT
ap-995	51	19	6	6	NUM
ap-995	51	20	)	)	PUNCT
ap-995	51	21	where	where	SCONJ
ap-995	51	22	ppstd	ppstd	NOUN
ap-995	51	23	is	be	AUX
ap-995	51	24	the	the	DET
ap-995	51	25	planned	plan	VERB
ap-995	51	26	value	value	NOUN
ap-995	51	27	of	of	ADP
ap-995	51	28	the	the	DET
ap-995	51	29	sales	sale	NOUN
ap-995	51	30	prices	price	NOUN
ap-995	52	1	[	[	X
ap-995	52	2	kč	kč	X
ap-995	52	3	]	]	X
ap-995	52	4	,	,	PUNCT
ap-995	52	5	ppgtd	ppgtd	NOUN
ap-995	52	6	is	be	AUX
ap-995	52	7	the	the	DET
ap-995	52	8	planned	plan	VERB
ap-995	52	9	value	value	NOUN
ap-995	52	10	of	of	ADP
ap-995	52	11	the	the	DET
ap-995	52	12	production	production	NOUN
ap-995	52	13	prices	price	NOUN
ap-995	52	14	[	[	X
ap-995	52	15	kč	kč	X
ap-995	52	16	]	]	X
ap-995	52	17	and	and	CCONJ
ap-995	52	18	ppptd	ppptd	PROPN
ap-995	52	19	is	be	AUX
ap-995	52	20	the	the	DET
ap-995	52	21	planned	plan	VERB
ap-995	52	22	value	value	NOUN
ap-995	52	23	of	of	ADP
ap-995	52	24	the	the	DET
ap-995	52	25	purchased	purchase	VERB
ap-995	52	26	prices	price	NOUN
ap-995	52	27	[	[	X
ap-995	52	28	kč	kč	X
ap-995	52	29	]	]	X
ap-995	52	30	.	.	PUNCT
ap-995	53	1	for	for	ADP
ap-995	53	2	the	the	DET
ap-995	53	3	purposes	purpose	NOUN
ap-995	53	4	of	of	ADP
ap-995	53	5	an	an	DET
ap-995	53	6	open	open	ADJ
ap-995	53	7	position	position	NOUN
ap-995	53	8	mark	mark	NOUN
ap-995	53	9	-	-	PUNCT
ap-995	53	10	to	to	ADP
ap-995	53	11	-	-	PUNCT
ap-995	53	12	market	market	NOUN
ap-995	53	13	valuation	valuation	NOUN
ap-995	53	14	,	,	PUNCT
ap-995	53	15	the	the	DET
ap-995	53	16	open	open	ADJ
ap-995	53	17	position	position	NOUN
ap-995	53	18	per	per	ADP
ap-995	53	19	hour	hour	NOUN
ap-995	53	20	has	have	VERB
ap-995	53	21	to	to	PART
ap-995	53	22	be	be	AUX
ap-995	53	23	observed	observe	VERB
ap-995	53	24	in	in	ADP
ap-995	53	25	order	order	NOUN
ap-995	53	26	to	to	PART
ap-995	53	27	be	be	AUX
ap-995	53	28	valued	value	VERB
ap-995	53	29	by	by	ADP
ap-995	53	30	the	the	DET
ap-995	53	31	hourly	hourly	ADJ
ap-995	53	32	forward	forward	ADJ
ap-995	53	33	price	price	NOUN
ap-995	53	34	curve	curve	NOUN
ap-995	53	35	,	,	PUNCT
ap-995	53	36	which	which	PRON
ap-995	53	37	differentiates	differentiate	VERB
ap-995	53	38	the	the	DET
ap-995	53	39	peak	peak	NOUN
ap-995	53	40	and	and	CCONJ
ap-995	53	41	off	off	ADP
ap-995	53	42	-	-	PUNCT
ap-995	53	43	peak	peak	NOUN
ap-995	53	44	prices	price	NOUN
ap-995	53	45	for	for	ADP
ap-995	53	46	sales	sale	NOUN
ap-995	53	47	and	and	CCONJ
ap-995	53	48	purchase	purchase	NOUN
ap-995	53	49	.	.	PUNCT
ap-995	54	1	6	6	NUM
ap-995	54	2	total	total	ADJ
ap-995	54	3	gross	gross	ADJ
ap-995	54	4	margin	margin	NOUN
ap-995	54	5	and	and	CCONJ
ap-995	54	6	difference	difference	NOUN
ap-995	54	7	from	from	ADP
ap-995	54	8	plan	plan	NOUN
ap-995	54	9	fulfillment	fulfillment	NOUN
ap-995	54	10	the	the	DET
ap-995	54	11	total	total	ADJ
ap-995	54	12	gm	gm	PROPN
ap-995	54	13	value	value	NOUN
ap-995	54	14	is	be	AUX
ap-995	54	15	calculated	calculate	VERB
ap-995	54	16	as	as	ADP
ap-995	54	17	the	the	DET
ap-995	54	18	sum	sum	NOUN
ap-995	54	19	of	of	ADP
ap-995	54	20	the	the	DET
ap-995	54	21	gross	gross	ADJ
ap-995	54	22	margins	margin	NOUN
ap-995	54	23	of	of	ADP
ap-995	54	24	the	the	DET
ap-995	54	25	closed	closed	ADJ
ap-995	54	26	historical	historical	ADJ
ap-995	54	27	and	and	CCONJ
ap-995	54	28	future	future	ADJ
ap-995	54	29	position	position	NOUN
ap-995	54	30	and	and	CCONJ
ap-995	54	31	open	open	VERB
ap-995	54	32	future	future	ADJ
ap-995	54	33	position	position	NOUN
ap-995	54	34	,	,	PUNCT
ap-995	54	35	as	as	SCONJ
ap-995	54	36	follows	follow	VERB
ap-995	54	37	:	:	PUNCT
ap-995	54	38	gm	gm	PROPN
ap-995	54	39	gm	gm	PROPN
ap-995	54	40	chp	chp	VERB
ap-995	54	41	gm	gm	PROPN
ap-995	54	42	cfp	cfp	PROPN
ap-995	54	43	gm	gm	PROPN
ap-995	54	44	ofp	ofp	PROPN
ap-995	54	45	�	�	PROPN
ap-995	54	46	�	�	PROPN
ap-995	54	47	�	�	PROPN
ap-995	54	48	_	_	PRON
ap-995	54	49	_	_	PUNCT
ap-995	55	1	_	_	PUNCT
ap-995	55	2	.	.	PUNCT
ap-995	56	1	(	(	PUNCT
ap-995	56	2	7	7	X
ap-995	56	3	)	)	PUNCT
ap-995	56	4	the	the	DET
ap-995	56	5	total	total	ADJ
ap-995	56	6	difference	difference	NOUN
ap-995	56	7	from	from	ADP
ap-995	56	8	plan	plan	NOUN
ap-995	56	9	fulfillment	fulfillment	NOUN
ap-995	56	10	will	will	AUX
ap-995	56	11	be	be	AUX
ap-995	56	12	given	give	VERB
ap-995	56	13	as	as	ADP
ap-995	56	14	the	the	DET
ap-995	56	15	sum	sum	NOUN
ap-995	56	16	of	of	ADP
ap-995	56	17	the	the	DET
ap-995	56	18	actual	actual	ADJ
ap-995	56	19	historical	historical	ADJ
ap-995	56	20	variance	variance	NOUN
ap-995	56	21	and	and	CCONJ
ap-995	56	22	the	the	DET
ap-995	56	23	expected	expected	ADJ
ap-995	56	24	future	future	ADJ
ap-995	56	25	variance	variance	NOUN
ap-995	56	26	in	in	ADP
ap-995	56	27	a	a	DET
ap-995	56	28	one	one	NUM
ap-995	56	29	-	-	PUNCT
ap-995	56	30	year	year	NOUN
ap-995	56	31	time	time	NOUN
ap-995	56	32	window	window	NOUN
ap-995	56	33	:	:	PUNCT
ap-995	56	34	�	�	PROPN
ap-995	56	35	�	�	PROPN
ap-995	56	36	�	�	PROPN
ap-995	56	37	�	�	PROPN
ap-995	56	38	�	�	PROPN
ap-995	56	39	�	�	PROPN
ap-995	56	40	�	�	PROPN
ap-995	56	41	act	act	PROPN
ap-995	56	42	futtd	futtd	PROPN
ap-995	56	43	td	td	NOUN
ap-995	56	44	td	td	NOUN
ap-995	56	45	td	td	NOUN
ap-995	56	46	.	.	PUNCT
ap-995	57	1	(	(	PUNCT
ap-995	57	2	8)	8)	NUM
ap-995	57	3	the	the	DET
ap-995	57	4	actual	actual	ADJ
ap-995	57	5	difference	difference	NOUN
ap-995	57	6	from	from	ADP
ap-995	57	7	plan	plan	NOUN
ap-995	57	8	fulfillment	fulfillment	NOUN
ap-995	57	9	represents	represent	VERB
ap-995	57	10	the	the	DET
ap-995	57	11	profit	profit	NOUN
ap-995	57	12	/	/	SYM
ap-995	57	13	loss	loss	NOUN
ap-995	57	14	realized	realize	VERB
ap-995	57	15	from	from	ADP
ap-995	57	16	plan	plan	NOUN
ap-995	57	17	fulfillment	fulfillment	NOUN
ap-995	57	18	for	for	ADP
ap-995	57	19	the	the	DET
ap-995	57	20	period	period	NOUN
ap-995	57	21	from	from	ADP
ap-995	57	22	the	the	DET
ap-995	57	23	beginning	beginning	NOUN
ap-995	57	24	of	of	ADP
ap-995	57	25	the	the	DET
ap-995	57	26	current	current	ADJ
ap-995	57	27	year	year	NOUN
ap-995	57	28	to	to	ADP
ap-995	57	29	the	the	DET
ap-995	57	30	present	present	ADJ
ap-995	57	31	date	date	NOUN
ap-995	57	32	.	.	PUNCT
ap-995	58	1	it	it	PRON
ap-995	58	2	is	be	AUX
ap-995	58	3	to	to	PART
ap-995	58	4	be	be	AUX
ap-995	58	5	calculated	calculate	VERB
ap-995	58	6	as	as	ADP
ap-995	58	7	the	the	DET
ap-995	58	8	difference	difference	NOUN
ap-995	58	9	between	between	ADP
ap-995	58	10	the	the	DET
ap-995	58	11	planned	plan	VERB
ap-995	58	12	value	value	NOUN
ap-995	58	13	of	of	ADP
ap-995	58	14	the	the	DET
ap-995	58	15	gm	gm	PROPN
ap-995	58	16	of	of	ADP
ap-995	58	17	the	the	DET
ap-995	58	18	closed	closed	ADJ
ap-995	58	19	historical	historical	ADJ
ap-995	58	20	position	position	NOUN
ap-995	58	21	and	and	CCONJ
ap-995	58	22	the	the	DET
ap-995	58	23	actual	actual	ADJ
ap-995	58	24	value	value	NOUN
ap-995	58	25	of	of	ADP
ap-995	58	26	the	the	DET
ap-995	58	27	gm	gm	PROPN
ap-995	58	28	of	of	ADP
ap-995	58	29	the	the	DET
ap-995	58	30	closed	closed	ADJ
ap-995	58	31	historical	historical	ADJ
ap-995	58	32	position	position	NOUN
ap-995	58	33	to	to	ADP
ap-995	58	34	the	the	DET
ap-995	58	35	present	present	ADJ
ap-995	58	36	date	date	NOUN
ap-995	58	37	:	:	PUNCT
ap-995	58	38	�	�	PROPN
ap-995	58	39	act	act	VERB
ap-995	58	40	gm	gm	PROPN
ap-995	58	41	chppl	chppl	PROPN
ap-995	58	42	gm	gm	PROPN
ap-995	58	43	chpacttd	chpacttd	PROPN
ap-995	58	44	�	�	PROPN
ap-995	58	45	�	�	PROPN
ap-995	58	46	_	_	PRON
ap-995	58	47	_	_	PUNCT
ap-995	58	48	.	.	PUNCT
ap-995	59	1	(	(	PUNCT
ap-995	59	2	9	9	X
ap-995	59	3	)	)	PUNCT
ap-995	59	4	the	the	DET
ap-995	59	5	expected	expect	VERB
ap-995	59	6	difference	difference	NOUN
ap-995	59	7	from	from	ADP
ap-995	59	8	plan	plan	NOUN
ap-995	59	9	fulfillment	fulfillment	NOUN
ap-995	59	10	represents	represent	VERB
ap-995	59	11	the	the	DET
ap-995	59	12	projected	project	VERB
ap-995	59	13	unrealized	unrealized	ADJ
ap-995	59	14	profit	profit	NOUN
ap-995	59	15	/	/	SYM
ap-995	59	16	loss	loss	NOUN
ap-995	59	17	from	from	ADP
ap-995	59	18	plan	plan	NOUN
ap-995	59	19	fulfillment	fulfillment	NOUN
ap-995	59	20	for	for	ADP
ap-995	59	21	the	the	DET
ap-995	59	22	period	period	NOUN
ap-995	59	23	from	from	ADP
ap-995	59	24	the	the	DET
ap-995	59	25	next	next	ADJ
ap-995	59	26	day	day	NOUN
ap-995	59	27	within	within	ADP
ap-995	59	28	the	the	DET
ap-995	59	29	selected	select	VERB
ap-995	59	30	future	future	ADJ
ap-995	59	31	time	time	NOUN
ap-995	59	32	window	window	NOUN
ap-995	59	33	.	.	PUNCT
ap-995	60	1	it	it	PRON
ap-995	60	2	will	will	AUX
ap-995	60	3	be	be	AUX
ap-995	60	4	calculated	calculate	VERB
ap-995	60	5	as	as	ADP
ap-995	60	6	the	the	DET
ap-995	60	7	difference	difference	NOUN
ap-995	60	8	between	between	ADP
ap-995	60	9	the	the	DET
ap-995	60	10	planned	plan	VERB
ap-995	60	11	value	value	NOUN
ap-995	60	12	of	of	ADP
ap-995	60	13	the	the	DET
ap-995	60	14	gm	gm	PROPN
ap-995	60	15	of	of	ADP
ap-995	60	16	the	the	DET
ap-995	60	17	future	future	ADJ
ap-995	60	18	position	position	NOUN
ap-995	60	19	and	and	CCONJ
ap-995	60	20	the	the	DET
ap-995	60	21	sum	sum	NOUN
ap-995	60	22	of	of	ADP
ap-995	60	23	the	the	DET
ap-995	60	24	actual	actual	ADJ
ap-995	60	25	value	value	NOUN
ap-995	60	26	of	of	ADP
ap-995	60	27	the	the	DET
ap-995	60	28	gm	gm	PROPN
ap-995	60	29	of	of	ADP
ap-995	60	30	the	the	DET
ap-995	60	31	closed	closed	ADJ
ap-995	60	32	future	future	ADJ
ap-995	60	33	position	position	NOUN
ap-995	60	34	and	and	CCONJ
ap-995	60	35	the	the	DET
ap-995	60	36	gm	gm	NOUN
ap-995	60	37	of	of	ADP
ap-995	60	38	the	the	DET
ap-995	60	39	open	open	ADJ
ap-995	60	40	future	future	ADJ
ap-995	60	41	position	position	NOUN
ap-995	60	42	to	to	ADP
ap-995	60	43	the	the	DET
ap-995	60	44	present	present	ADJ
ap-995	60	45	date	date	NOUN
ap-995	60	46	:	:	PUNCT
ap-995	60	47	�	�	PROPN
ap-995	60	48	fut	fut	PROPN
ap-995	60	49	gm	gm	PROPN
ap-995	60	50	fppl	fppl	PROPN
ap-995	60	51	gm	gm	PROPN
ap-995	60	52	cfpact	cfpact	PROPN
ap-995	60	53	gm	gm	PROPN
ap-995	60	54	ofpacttd	ofpacttd	PROPN
ap-995	60	55	�	�	PROPN
ap-995	60	56	�	�	PROPN
ap-995	60	57	�	�	PROPN
ap-995	60	58	_	_	PUNCT
ap-995	60	59	_	_	PUNCT
ap-995	61	1	_	_	PUNCT
ap-995	61	2	.	.	PUNCT
ap-995	62	1	(	(	PUNCT
ap-995	62	2	10	10	NUM
ap-995	62	3	)	)	SYM
ap-995	62	4	7	7	NUM
ap-995	62	5	risk	risk	NOUN
ap-995	62	6	exposure	exposure	NOUN
ap-995	62	7	of	of	ADP
ap-995	62	8	open	open	ADJ
ap-995	62	9	position	position	NOUN
ap-995	62	10	power	power	NOUN
ap-995	62	11	producers	producer	NOUN
ap-995	62	12	,	,	PUNCT
ap-995	62	13	unlike	unlike	ADP
ap-995	62	14	pure	pure	ADJ
ap-995	62	15	electricity	electricity	NOUN
ap-995	62	16	traders	trader	NOUN
ap-995	62	17	(	(	PUNCT
ap-995	62	18	involved	involve	VERB
ap-995	62	19	in	in	ADP
ap-995	62	20	pure	pure	ADJ
ap-995	62	21	electricity	electricity	NOUN
ap-995	62	22	purchase	purchase	NOUN
ap-995	62	23	/	/	SYM
ap-995	62	24	sale	sale	NOUN
ap-995	62	25	and	and	CCONJ
ap-995	62	26	managing	manage	VERB
ap-995	62	27	their	their	PRON
ap-995	62	28	position	position	NOUN
ap-995	62	29	based	base	VERB
ap-995	62	30	on	on	ADP
ap-995	62	31	trading	trade	VERB
ap-995	62	32	only	only	ADV
ap-995	62	33	)	)	PUNCT
ap-995	62	34	,	,	PUNCT
ap-995	62	35	provide	provide	VERB
ap-995	62	36	their	their	PRON
ap-995	62	37	sold	sell	VERB
ap-995	62	38	electricity	electricity	NOUN
ap-995	62	39	primarily	primarily	ADV
ap-995	62	40	by	by	ADP
ap-995	62	41	controlled	control	VERB
ap-995	62	42	generation	generation	NOUN
ap-995	62	43	,	,	PUNCT
ap-995	62	44	with	with	ADP
ap-995	62	45	purchases	purchase	NOUN
ap-995	62	46	being	be	AUX
ap-995	62	47	of	of	ADP
ap-995	62	48	a	a	DET
ap-995	62	49	complementary	complementary	ADJ
ap-995	62	50	nature	nature	NOUN
ap-995	62	51	only	only	ADV
ap-995	62	52	.	.	PUNCT
ap-995	63	1	to	to	PART
ap-995	63	2	avoid	avoid	VERB
ap-995	63	3	the	the	DET
ap-995	63	4	risk	risk	NOUN
ap-995	63	5	exposure	exposure	NOUN
ap-995	63	6	of	of	ADP
ap-995	63	7	an	an	DET
ap-995	63	8	open	open	ADJ
ap-995	63	9	position	position	NOUN
ap-995	63	10	,	,	PUNCT
ap-995	63	11	their	their	PRON
ap-995	63	12	internal	internal	ADJ
ap-995	63	13	regulation	regulation	NOUN
ap-995	63	14	states	state	VERB
ap-995	63	15	that	that	SCONJ
ap-995	63	16	:	:	PUNCT
ap-995	63	17	�	�	PROPN
ap-995	63	18	producers	producer	NOUN
ap-995	63	19	are	be	AUX
ap-995	63	20	only	only	ADV
ap-995	63	21	allowed	allow	VERB
ap-995	63	22	to	to	PART
ap-995	63	23	purchase	purchase	VERB
ap-995	63	24	electricity	electricity	NOUN
ap-995	63	25	for	for	ADP
ap-995	63	26	a	a	DET
ap-995	63	27	price	price	NOUN
ap-995	63	28	that	that	PRON
ap-995	63	29	is	be	AUX
ap-995	63	30	lower	low	ADJ
ap-995	63	31	than	than	ADP
ap-995	63	32	the	the	DET
ap-995	63	33	cost	cost	NOUN
ap-995	63	34	price	price	NOUN
ap-995	63	35	by	by	ADP
ap-995	63	36	a	a	DET
ap-995	63	37	certain	certain	ADJ
ap-995	63	38	coefficient	coefficient	NOUN
ap-995	63	39	�	�	PROPN
ap-995	63	40	producers	producer	NOUN
ap-995	63	41	are	be	AUX
ap-995	63	42	allowed	allow	VERB
ap-995	63	43	to	to	PART
ap-995	63	44	sell	sell	VERB
ap-995	63	45	electricity	electricity	NOUN
ap-995	63	46	for	for	ADP
ap-995	63	47	a	a	DET
ap-995	63	48	price	price	NOUN
ap-995	63	49	that	that	PRON
ap-995	63	50	is	be	AUX
ap-995	63	51	higher	high	ADJ
ap-995	63	52	than	than	ADP
ap-995	63	53	the	the	DET
ap-995	63	54	cost	cost	NOUN
ap-995	63	55	price	price	NOUN
ap-995	63	56	by	by	ADP
ap-995	63	57	a	a	DET
ap-995	63	58	certain	certain	ADJ
ap-995	63	59	coefficient	coefficient	NOUN
ap-995	63	60	�	�	PROPN
ap-995	63	61	producers	producer	NOUN
ap-995	63	62	are	be	AUX
ap-995	63	63	allowed	allow	VERB
ap-995	63	64	to	to	PART
ap-995	63	65	sell	sell	VERB
ap-995	63	66	electricity	electricity	NOUN
ap-995	63	67	up	up	ADP
ap-995	63	68	to	to	ADP
ap-995	63	69	the	the	DET
ap-995	63	70	volume	volume	NOUN
ap-995	63	71	that	that	SCONJ
ap-995	63	72	they	they	PRON
ap-995	63	73	are	be	AUX
ap-995	63	74	able	able	ADJ
ap-995	63	75	to	to	PART
ap-995	63	76	generate	generate	VERB
ap-995	63	77	.	.	PUNCT
ap-995	64	1	for	for	ADP
ap-995	64	2	the	the	DET
ap-995	64	3	above	above	ADJ
ap-995	64	4	reasons	reason	NOUN
ap-995	64	5	,	,	PUNCT
ap-995	64	6	power	power	NOUN
ap-995	64	7	producers	producer	NOUN
ap-995	64	8	are	be	AUX
ap-995	64	9	usually	usually	ADV
ap-995	64	10	not	not	PART
ap-995	64	11	exposed	expose	VERB
ap-995	64	12	to	to	ADP
ap-995	64	13	risks	risk	NOUN
ap-995	64	14	implied	imply	VERB
ap-995	64	15	by	by	ADP
ap-995	64	16	the	the	DET
ap-995	64	17	fluctuating	fluctuate	VERB
ap-995	64	18	market	market	NOUN
ap-995	64	19	price	price	NOUN
ap-995	64	20	of	of	ADP
ap-995	64	21	electricity	electricity	NOUN
ap-995	64	22	from	from	ADP
ap-995	64	23	an	an	DET
ap-995	64	24	open	open	ADJ
ap-995	64	25	position	position	NOUN
ap-995	64	26	and	and	CCONJ
ap-995	64	27	,	,	PUNCT
ap-995	64	28	therefore	therefore	ADV
ap-995	64	29	,	,	PUNCT
ap-995	64	30	the	the	DET
ap-995	64	31	calculation	calculation	NOUN
ap-995	64	32	of	of	ADP
ap-995	64	33	value	value	NOUN
ap-995	64	34	at	at	ADP
ap-995	64	35	risk	risk	NOUN
ap-995	64	36	has	have	VERB
ap-995	64	37	no	no	DET
ap-995	64	38	rationale	rationale	NOUN
ap-995	64	39	.	.	PUNCT
ap-995	65	1	8	8	NUM
ap-995	65	2	conclusion	conclusion	NOUN
ap-995	65	3	power	power	NOUN
ap-995	65	4	producers	producer	NOUN
ap-995	65	5	are	be	AUX
ap-995	65	6	exposed	expose	VERB
ap-995	65	7	to	to	ADP
ap-995	65	8	energy	energy	NOUN
ap-995	65	9	market	market	NOUN
ap-995	65	10	risk	risk	NOUN
ap-995	65	11	through	through	ADP
ap-995	65	12	trading	trading	NOUN
ap-995	65	13	in	in	ADP
ap-995	65	14	power	power	NOUN
ap-995	65	15	and	and	CCONJ
ap-995	65	16	power	power	NOUN
ap-995	65	17	related	relate	VERB
ap-995	65	18	products	product	NOUN
ap-995	65	19	as	as	ADV
ap-995	65	20	well	well	ADV
ap-995	65	21	as	as	ADP
ap-995	65	22	all	all	DET
ap-995	65	23	components	component	NOUN
ap-995	65	24	associated	associate	VERB
ap-995	65	25	with	with	ADP
ap-995	65	26	electricity	electricity	NOUN
ap-995	65	27	production	production	NOUN
ap-995	65	28	.	.	PUNCT
ap-995	66	1	the	the	DET
ap-995	66	2	purpose	purpose	NOUN
ap-995	66	3	of	of	ADP
ap-995	66	4	this	this	DET
ap-995	66	5	paper	paper	NOUN
ap-995	66	6	is	be	AUX
ap-995	66	7	to	to	PART
ap-995	66	8	manage	manage	VERB
ap-995	66	9	power	power	NOUN
ap-995	66	10	producers	producer	NOUN
ap-995	66	11	’	’	PART
ap-995	66	12	trading	trading	NOUN
ap-995	66	13	activities	activity	NOUN
ap-995	66	14	and	and	CCONJ
ap-995	66	15	their	their	PRON
ap-995	66	16	exposure	exposure	NOUN
ap-995	66	17	to	to	ADP
ap-995	66	18	energy	energy	NOUN
ap-995	66	19	market	market	NOUN
ap-995	66	20	risk	risk	NOUN
ap-995	66	21	,	,	PUNCT
ap-995	66	22	in	in	ADP
ap-995	66	23	particular	particular	ADJ
ap-995	66	24	the	the	DET
ap-995	66	25	risks	risk	NOUN
ap-995	66	26	associated	associate	VERB
ap-995	66	27	with	with	ADP
ap-995	66	28	the	the	DET
ap-995	66	29	volatile	volatile	ADJ
ap-995	66	30	and	and	CCONJ
ap-995	66	31	unpredictable	unpredictable	ADJ
ap-995	66	32	36	36	NUM
ap-995	66	33	©	©	PROPN
ap-995	66	34	czech	czech	PROPN
ap-995	66	35	technical	technical	PROPN
ap-995	66	36	university	university	PROPN
ap-995	66	37	publishing	publishing	NOUN
ap-995	66	38	house	house	NOUN
ap-995	66	39	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-995	66	40	acta	acta	PROPN
ap-995	66	41	polytechnica	polytechnica	PROPN
ap-995	66	42	vol	vol	NOUN
ap-995	66	43	.	.	PUNCT
ap-995	67	1	48	48	NUM
ap-995	67	2	no	no	NOUN
ap-995	67	3	.	.	PUNCT
ap-995	68	1	3/2008	3/2008	NUM
ap-995	68	2	markets	market	NOUN
ap-995	68	3	in	in	ADP
ap-995	68	4	electricity	electricity	NOUN
ap-995	68	5	,	,	PUNCT
ap-995	68	6	ancillary	ancillary	ADJ
ap-995	68	7	services	service	NOUN
ap-995	68	8	and	and	CCONJ
ap-995	68	9	co2	co2	NOUN
ap-995	68	10	and	and	CCONJ
ap-995	68	11	the	the	DET
ap-995	68	12	associated	associated	ADJ
ap-995	68	13	transactions	transaction	NOUN
ap-995	68	14	of	of	ADP
ap-995	68	15	over	over	ADP
ap-995	68	16	-	-	PUNCT
ap-995	68	17	the	the	DET
ap-995	68	18	-	-	PUNCT
ap-995	68	19	counter	counter	NOUN
ap-995	68	20	and	and	CCONJ
ap-995	68	21	exchange	exchange	NOUN
ap-995	68	22	-	-	PUNCT
ap-995	68	23	traded	trade	VERB
ap-995	68	24	derivative	derivative	ADJ
ap-995	68	25	contracts	contract	NOUN
ap-995	68	26	,	,	PUNCT
ap-995	68	27	both	both	PRON
ap-995	68	28	to	to	PART
ap-995	68	29	hedge	hedge	VERB
ap-995	68	30	their	their	PRON
ap-995	68	31	position	position	NOUN
ap-995	68	32	and	and	CCONJ
ap-995	68	33	to	to	PART
ap-995	68	34	optimize	optimize	VERB
ap-995	68	35	their	their	PRON
ap-995	68	36	position	position	NOUN
ap-995	68	37	.	.	PUNCT
ap-995	69	1	acknowledgments	acknowledgment	NOUN
ap-995	69	2	the	the	DET
ap-995	69	3	research	research	NOUN
ap-995	69	4	described	describe	VERB
ap-995	69	5	in	in	ADP
ap-995	69	6	this	this	DET
ap-995	69	7	paper	paper	NOUN
ap-995	69	8	was	be	AUX
ap-995	69	9	supervised	supervise	VERB
ap-995	69	10	by	by	ADP
ap-995	69	11	prof	prof	PROPN
ap-995	69	12	.	.	PUNCT
ap-995	70	1	ing	ing	PROPN
ap-995	70	2	.	.	PUNCT
ap-995	71	1	o.	o.	PROPN
ap-995	71	2	starý	starý	PROPN
ap-995	71	3	,	,	PUNCT
ap-995	71	4	csc	csc	PROPN
ap-995	71	5	.	.	PROPN
ap-995	71	6	,	,	PUNCT
ap-995	71	7	fee	fee	NOUN
ap-995	71	8	ctu	ctu	NOUN
ap-995	71	9	in	in	ADP
ap-995	71	10	prague	prague	NOUN
ap-995	71	11	and	and	CCONJ
ap-995	71	12	also	also	ADV
ap-995	71	13	by	by	ADP
ap-995	71	14	doc	doc	PROPN
ap-995	71	15	.	.	PROPN
ap-995	72	1	ing	ing	PROPN
ap-995	72	2	.	.	PUNCT
ap-995	73	1	jaroslav	jaroslav	PROPN
ap-995	73	2	knápek	knápek	PROPN
ap-995	73	3	,	,	PUNCT
ap-995	73	4	csc	csc	PROPN
ap-995	73	5	.	.	PROPN
ap-995	73	6	,	,	PUNCT
ap-995	73	7	fee	fee	NOUN
ap-995	73	8	ctu	ctu	NOUN
ap-995	73	9	in	in	ADP
ap-995	73	10	prague	prague	PROPN
ap-995	73	11	.	.	PUNCT
ap-995	74	1	references	reference	NOUN
ap-995	74	2	[	[	X
ap-995	74	3	1	1	NUM
ap-995	74	4	]	]	X
ap-995	74	5	kněžek	kněžek	NOUN
ap-995	74	6	,	,	PUNCT
ap-995	74	7	m.	m.	NOUN
ap-995	74	8	:	:	PUNCT
ap-995	74	9	managing	manage	VERB
ap-995	74	10	electricity	electricity	NOUN
ap-995	74	11	market	market	NOUN
ap-995	74	12	risk	risk	NOUN
ap-995	74	13	.	.	PUNCT
ap-995	75	1	modern	modern	ADJ
ap-995	75	2	trends	trend	NOUN
ap-995	75	3	of	of	ADP
ap-995	75	4	industrial	industrial	ADJ
ap-995	75	5	enterprises	enterprise	NOUN
ap-995	75	6	management	management	NOUN
ap-995	75	7	conference	conference	NOUN
ap-995	75	8	,	,	PUNCT
ap-995	75	9	department	department	NOUN
ap-995	75	10	of	of	ADP
ap-995	75	11	economics	economic	NOUN
ap-995	75	12	,	,	PUNCT
ap-995	75	13	management	management	NOUN
ap-995	75	14	and	and	CCONJ
ap-995	75	15	humanities	humanity	NOUN
ap-995	75	16	,	,	PUNCT
ap-995	75	17	czech	czech	PROPN
ap-995	75	18	technical	technical	PROPN
ap-995	75	19	university	university	PROPN
ap-995	75	20	in	in	ADP
ap-995	75	21	prague	prague	PROPN
ap-995	75	22	.	.	PUNCT
ap-995	76	1	[	[	X
ap-995	76	2	2	2	NUM
ap-995	76	3	]	]	X
ap-995	76	4	kněžek	kněžek	NOUN
ap-995	76	5	,	,	PUNCT
ap-995	76	6	m.	m.	NOUN
ap-995	76	7	:	:	PUNCT
ap-995	76	8	electricity	electricity	NOUN
ap-995	76	9	market	market	NOUN
ap-995	76	10	risk	risk	NOUN
ap-995	76	11	management	management	NOUN
ap-995	76	12	.	.	PUNCT
ap-995	77	1	poster	poster	NOUN
ap-995	77	2	2007	2007	NUM
ap-995	77	3	,	,	PUNCT
ap-995	77	4	dept	dept	NOUN
ap-995	77	5	.	.	PROPN
ap-995	77	6	of	of	ADP
ap-995	77	7	economics	economic	NOUN
ap-995	77	8	,	,	PUNCT
ap-995	77	9	management	management	NOUN
ap-995	77	10	and	and	CCONJ
ap-995	77	11	humanities	humanity	NOUN
ap-995	77	12	,	,	PUNCT
ap-995	77	13	czech	czech	PROPN
ap-995	77	14	technical	technical	PROPN
ap-995	77	15	university	university	PROPN
ap-995	77	16	in	in	ADP
ap-995	77	17	prague	prague	PROPN
ap-995	77	18	.	.	PUNCT
ap-995	78	1	[	[	X
ap-995	78	2	3	3	NUM
ap-995	78	3	]	]	X
ap-995	78	4	kněžek	kněžek	NOUN
ap-995	78	5	,	,	PUNCT
ap-995	78	6	m.	m.	NOUN
ap-995	78	7	:	:	PUNCT
ap-995	78	8	risk	risk	NOUN
ap-995	78	9	management	management	NOUN
ap-995	78	10	in	in	ADP
ap-995	78	11	the	the	DET
ap-995	78	12	electricity	electricity	NOUN
ap-995	78	13	market	market	NOUN
ap-995	78	14	.	.	PUNCT
ap-995	79	1	diploma	diploma	NOUN
ap-995	79	2	thesis	thesis	NOUN
ap-995	79	3	,	,	PUNCT
ap-995	79	4	2007	2007	NUM
ap-995	79	5	,	,	PUNCT
ap-995	79	6	dept	dept	NOUN
ap-995	79	7	.	.	PROPN
ap-995	79	8	of	of	ADP
ap-995	79	9	economics	economic	NOUN
ap-995	79	10	,	,	PUNCT
ap-995	79	11	management	management	NOUN
ap-995	79	12	and	and	CCONJ
ap-995	79	13	humanities	humanity	NOUN
ap-995	79	14	,	,	PUNCT
ap-995	79	15	czech	czech	PROPN
ap-995	79	16	technical	technical	PROPN
ap-995	79	17	university	university	PROPN
ap-995	79	18	in	in	ADP
ap-995	79	19	prague	prague	PROPN
ap-995	79	20	.	.	PUNCT
ap-995	80	1	[	[	X
ap-995	80	2	4	4	NUM
ap-995	80	3	]	]	X
ap-995	80	4	kněžek	kněžek	NOUN
ap-995	80	5	,	,	PUNCT
ap-995	80	6	m.	m.	NOUN
ap-995	80	7	:	:	PUNCT
ap-995	80	8	electricity	electricity	NOUN
ap-995	80	9	risk	risk	NOUN
ap-995	80	10	management	management	NOUN
ap-995	80	11	.	.	PUNCT
ap-995	81	1	student	student	NOUN
ap-995	81	2	’s	’s	PART
ap-995	81	3	scientific	scientific	ADJ
ap-995	81	4	and	and	CCONJ
ap-995	81	5	technical	technical	ADJ
ap-995	81	6	project	project	NOUN
ap-995	81	7	,	,	PUNCT
ap-995	81	8	2006	2006	NUM
ap-995	81	9	,	,	PUNCT
ap-995	81	10	dept	dept	NOUN
ap-995	81	11	.	.	PROPN
ap-995	81	12	of	of	ADP
ap-995	81	13	economics	economic	NOUN
ap-995	81	14	,	,	PUNCT
ap-995	81	15	management	management	NOUN
ap-995	81	16	and	and	CCONJ
ap-995	81	17	humanities	humanity	NOUN
ap-995	81	18	,	,	PUNCT
ap-995	81	19	czech	czech	PROPN
ap-995	81	20	technical	technical	PROPN
ap-995	81	21	university	university	PROPN
ap-995	81	22	in	in	ADP
ap-995	81	23	prague	prague	PROPN
ap-995	81	24	.	.	PUNCT
ap-995	82	1	[	[	X
ap-995	82	2	5	5	NUM
ap-995	82	3	]	]	X
ap-995	82	4	kněžek	kněžek	NOUN
ap-995	82	5	,	,	PUNCT
ap-995	82	6	m.	m.	NOUN
ap-995	82	7	:	:	PUNCT
ap-995	82	8	financial	financial	ADJ
ap-995	82	9	derivatives	derivative	NOUN
ap-995	82	10	in	in	ADP
ap-995	82	11	power	power	NOUN
ap-995	82	12	engineering	engineering	NOUN
ap-995	82	13	.	.	PUNCT
ap-995	83	1	semester	semester	NOUN
ap-995	83	2	project	project	NOUN
ap-995	83	3	,	,	PUNCT
ap-995	83	4	2006	2006	NUM
ap-995	83	5	,	,	PUNCT
ap-995	83	6	dept	dept	NOUN
ap-995	83	7	.	.	PROPN
ap-995	83	8	of	of	ADP
ap-995	83	9	economics	economic	NOUN
ap-995	83	10	,	,	PUNCT
ap-995	83	11	management	management	NOUN
ap-995	83	12	and	and	CCONJ
ap-995	83	13	humanities	humanity	NOUN
ap-995	83	14	,	,	PUNCT
ap-995	83	15	czech	czech	PROPN
ap-995	83	16	technical	technical	PROPN
ap-995	83	17	university	university	PROPN
ap-995	83	18	in	in	ADP
ap-995	83	19	prague	prague	PROPN
ap-995	83	20	.	.	PUNCT
ap-995	84	1	[	[	X
ap-995	84	2	6	6	NUM
ap-995	84	3	]	]	PUNCT
ap-995	84	4	briys	briys	PROPN
ap-995	84	5	,	,	PUNCT
ap-995	84	6	e.	e.	PROPN
ap-995	84	7	,	,	PUNCT
ap-995	84	8	mai	mai	PROPN
ap-995	84	9	,	,	PUNCT
ap-995	84	10	h.	h.	PROPN
ap-995	84	11	,	,	PUNCT
ap-995	84	12	bellalah	bellalah	PROPN
ap-995	84	13	,	,	PUNCT
ap-995	84	14	m.	m.	NOUN
ap-995	84	15	,	,	PUNCT
ap-995	84	16	varenne	varenne	PROPN
ap-995	84	17	,	,	PUNCT
ap-995	84	18	f.	f.	PROPN
ap-995	84	19	:	:	PUNCT
ap-995	84	20	options	option	NOUN
ap-995	84	21	,	,	PUNCT
ap-995	84	22	futures	future	NOUN
ap-995	84	23	and	and	CCONJ
ap-995	84	24	exotic	exotic	ADJ
ap-995	84	25	derivatives	derivative	NOUN
ap-995	84	26	.	.	PUNCT
ap-995	85	1	wiley	wiley	PROPN
ap-995	85	2	1998	1998	NUM
ap-995	85	3	.	.	PUNCT
ap-995	86	1	isbn	isbn	PROPN
ap-995	86	2	0417969095	0417969095	NUM
ap-995	87	1	[	[	X
ap-995	87	2	7	7	NUM
ap-995	87	3	]	]	X
ap-995	87	4	holton	holton	PROPN
ap-995	87	5	,	,	PUNCT
ap-995	87	6	g.	g.	PROPN
ap-995	87	7	a.	a.	PROPN
ap-995	87	8	:	:	PUNCT
ap-995	87	9	value	value	NOUN
ap-995	87	10	at	at	ADP
ap-995	87	11	risk	risk	NOUN
ap-995	87	12	.	.	PUNCT
ap-995	88	1	elsevier	elsevi	ADJ
ap-995	88	2	academic	academic	PROPN
ap-995	88	3	press	press	PROPN
ap-995	88	4	2003	2003	NUM
ap-995	88	5	.	.	PUNCT
ap-995	89	1	isbn	isbn	PROPN
ap-995	89	2	0123540100	0123540100	NUM
ap-995	89	3	.	.	PUNCT
ap-995	90	1	[	[	X
ap-995	90	2	8	8	NUM
ap-995	90	3	]	]	X
ap-995	90	4	leppard	leppard	PROPN
ap-995	90	5	,	,	PUNCT
ap-995	90	6	s.	s.	PROPN
ap-995	90	7	:	:	PUNCT
ap-995	90	8	energy	energy	NOUN
ap-995	90	9	risk	risk	NOUN
ap-995	90	10	management	management	NOUN
ap-995	90	11	.	.	PUNCT
ap-995	91	1	risk	risk	NOUN
ap-995	91	2	books	book	NOUN
ap-995	91	3	2005	2005	NUM
ap-995	91	4	.	.	PUNCT
ap-995	92	1	isbn	isbn	PROPN
ap-995	92	2	1904339743	1904339743	NUM
ap-995	92	3	.	.	PUNCT
ap-995	93	1	[	[	X
ap-995	93	2	9	9	NUM
ap-995	93	3	]	]	X
ap-995	93	4	mcclave	mcclave	PROPN
ap-995	93	5	,	,	PUNCT
ap-995	93	6	j.	j.	PROPN
ap-995	93	7	t.	t.	PROPN
ap-995	93	8	,	,	PUNCT
ap-995	93	9	benson	benson	PROPN
ap-995	93	10	,	,	PUNCT
ap-995	93	11	p.	p.	PROPN
ap-995	93	12	g.	g.	PROPN
ap-995	93	13	,	,	PUNCT
ap-995	93	14	sincich	sincich	PROPN
ap-995	93	15	,	,	PUNCT
ap-995	93	16	t.	t.	PROPN
ap-995	93	17	:	:	PUNCT
ap-995	93	18	statistics	statistic	NOUN
ap-995	93	19	for	for	ADP
ap-995	93	20	business	business	NOUN
ap-995	93	21	and	and	CCONJ
ap-995	93	22	economics	economic	NOUN
ap-995	93	23	(	(	PUNCT
ap-995	93	24	7th	7th	ADJ
ap-995	93	25	edition	edition	NOUN
ap-995	93	26	)	)	PUNCT
ap-995	93	27	,	,	PUNCT
ap-995	93	28	prentice	prentice	NOUN
ap-995	93	29	hall	hall	NOUN
ap-995	93	30	1998	1998	NUM
ap-995	93	31	.	.	PUNCT
ap-995	94	1	isbn	isbn	PROPN
ap-995	94	2	0139505458	0139505458	NUM
ap-995	94	3	.	.	PUNCT
ap-995	95	1	[	[	X
ap-995	95	2	10	10	NUM
ap-995	95	3	]	]	PUNCT
ap-995	95	4	wengler	wengler	NOUN
ap-995	95	5	,	,	PUNCT
ap-995	95	6	j.	j.	PROPN
ap-995	95	7	:	:	PUNCT
ap-995	95	8	managing	manage	VERB
ap-995	95	9	energy	energy	NOUN
ap-995	95	10	risk	risk	NOUN
ap-995	95	11	.	.	PUNCT
ap-995	96	1	pennwell	pennwell	NOUN
ap-995	96	2	books	book	NOUN
ap-995	96	3	2001	2001	NUM
ap-995	96	4	.	.	PUNCT
ap-995	97	1	isbn	isbn	PROPN
ap-995	97	2	0878147942	0878147942	NUM
ap-995	97	3	.	.	PUNCT
ap-995	98	1	ing	ing	ADJ
ap-995	98	2	.	.	PUNCT
ap-995	99	1	marian	marian	PROPN
ap-995	99	2	kněžek	kněžek	PROPN
ap-995	99	3	e	e	NOUN
ap-995	99	4	-	-	NOUN
ap-995	99	5	mail	mail	NOUN
ap-995	99	6	:	:	PUNCT
ap-995	99	7	knezem1@fel.cvut.cz	knezem1@fel.cvut.cz	PROPN
ap-995	99	8	department	department	PROPN
ap-995	99	9	of	of	ADP
ap-995	99	10	economics	economic	NOUN
ap-995	99	11	,	,	PUNCT
ap-995	99	12	management	management	NOUN
ap-995	99	13	and	and	CCONJ
ap-995	99	14	humanities	humanity	NOUN
ap-995	99	15	czech	czech	PROPN
ap-995	99	16	technical	technical	PROPN
ap-995	99	17	university	university	PROPN
ap-995	99	18	faculty	faculty	NOUN
ap-995	99	19	of	of	ADP
ap-995	99	20	electrical	electrical	ADJ
ap-995	99	21	engineering	engineering	NOUN
ap-995	99	22	technická	technická	NOUN
ap-995	99	23	2	2	NUM
ap-995	99	24	166	166	NUM
ap-995	99	25	27	27	NUM
ap-995	99	26	praha	praha	NOUN
ap-995	99	27	,	,	PUNCT
ap-995	99	28	czech	czech	PROPN
ap-995	99	29	republic	republic	NOUN
ap-995	99	30	©	©	PROPN
ap-995	99	31	czech	czech	PROPN
ap-995	99	32	technical	technical	PROPN
ap-995	99	33	university	university	PROPN
ap-995	99	34	publishing	publishing	NOUN
ap-995	99	35	house	house	NOUN
ap-995	99	36	http://ctn.cvut.cz/ap/	http://ctn.cvut.cz/ap/	PROPN
ap-995	99	37	37	37	NUM
ap-995	99	38	acta	acta	PROPN
ap-995	99	39	polytechnica	polytechnica	PROPN
ap-995	99	40	vol	vol	NOUN
ap-995	99	41	.	.	PUNCT
ap-995	100	1	48	48	NUM
ap-995	100	2	no	no	NOUN
ap-995	100	3	.	.	PUNCT
ap-995	101	1	3/2008	3/2008	NUM