PUCO has issued their 2011 report on SB221. "Alternative Energy Portfolio
Standard Report ... Case No. 12-2668-EL-ACP". The average cost for non-solar was $65/MWh for electric distribution utilities and $13.40 for electric service companies. Since Ohio produced one percent of its electricity by renewables in 2011, the costs allocated to residential consumers using 1000 kWh/month were 65 cents and 13 cents respectively. To get the net cost, the cost of conventional generatio needs to be subtracted from these numbers and I don't yet have that information..
Wednesday, July 31, 2013
Tuesday, June 11, 2013
More Renewable Energy Does not Mean Higher Electric Rates
Columns in order are:
State,
Residential Electric Rates, (a)
Unemployment, Percent (b)
Renewables, Percent (c)
IA 10.85 5.0 26.2
MN 11.37 5.5 18.8
WI 13.27 7.2 8.1
MI 14.14 8.8 4.4
IL 10.37 9.5 4.2
WV 9.85 7.3 3.6
IN 10.38 8.7 3.5
KY 9.33 7.9 3.0
MO 10.07 6.7 2.1
OH 11.66 7.0 1.6
(a) Electric Power Monthly, February 2013; December 2012 rates used.
State,
Residential Electric Rates, (a)
Unemployment, Percent (b)
Renewables, Percent (c)
IA 10.85 5.0 26.2
MN 11.37 5.5 18.8
WI 13.27 7.2 8.1
MI 14.14 8.8 4.4
IL 10.37 9.5 4.2
WV 9.85 7.3 3.6
IN 10.38 8.7 3.5
KY 9.33 7.9 3.0
MO 10.07 6.7 2.1
OH 11.66 7.0 1.6
(a) Electric Power Monthly, February 2013; December 2012 rates used.
(b)
Bureau of Labor Statistics: Unemployment
Rates for States, Monthly Rankings, Seasonally Adjusted, Feb. 2013. http://www.bls.gov/web/laus/laumstrk.htm
(c) Ref (a); Amount Generated in 2012Friday, May 24, 2013
Average Electric Rate Increase is Larger in States without Renewable Mandates.
Four Left Columns have States with Renewable Energy Mandates;
Four Rightcolumns have States with Goals or No Mandates.
Friday, May 17, 2013
Generating Electricity - Coal vs. Gas Cost
Comparison between renewable energy and fossil fuels is complicated by the different cost structures. the cost of renewables is essentially the cost of construction, while the cost of fossil fuel plants includes a considerable fuel cost.
Articles on competition between coal and natural gas only take into account fuel prices. The logic appears to be that there is plenty of excess capacity and that the utility is flexible enough to choose which fuel to purchase. However, comparisons between fossil fuels and wind energy need to include fixed costs, because the fuel cost of wind is zero.
Table 1 compares the costs of generating using different fuels. Remembering that these are approximations, the results mirror the current situation - wind is cheapest and natural gas is most expensive.
Table 1. Comparison of Costs to Generate Electricity
Fuel Data as of 15 May 2013
(see Appendix for details of the calculations)
Fuel NYMEX Cost of Fuel, $ Total Generation Cost, $/MWh
Coal 59.85 48.44
Natural Gas 4.02 53.35
Wind 0.00 45.30(a)
(a) “IRS: PTC Will Be worth Slightly More in 2013“, North American Wind Power, 04 April 2013
APPENDIX: MATHEMATICAL ANALYSIS
The cost of generating electricity consists of two parts, fixed and variable costs:
E = F + K --- (1)
Where E is the cost of electricity generation in $/MWh (Megawatt-hour), F is fixed costs, K is variable costs.
I estimated the cost of electricity generated using natural gas on my blog http://alanpeg.blogspot.com on 30 Jan. 2013:
E(ng) = 23.2 + 7.5H --- (2)
Where E(ng) is cost of electricity generated by natural gas in $/MWh and H is the cost of 1000 cu. ft. of gas using the Henry Hub price on the New York Mercantile Exchange (NYMEX) in dollars, which can be found at http://www.wtrg.com/. Since the number, 23.2, in dollars, accounts for fixed costs, the fuel cost is 7.5H.
The corresponding cost for coal is derived from data reported in “Year-to-date natural gas use for electric power generation is down from 2012”, from Today in Energy, issued by EIA on April 11, 2013.
K(co) = (20 + C)/2.5 --- (3)
Where K(co) estimates the variable cost of electricity generated by coal in $/Mwh and C is the price of coal ($/ton). Table A.1 reports the fixed cost, estimated by subtracting Equation (2) from the total cost of electricity.
Table A.1. Estimation of Fixed Costs for Coal
Used in Generating Electricity
Year Electric Gen. Cost, $/MWh Coal Price, $/ton VariableCost, $/Mwh Eq. 2 Fixed Costs, $/MWH
2008 57.5 (a) 90 (c) 44 13.5
2013 51.5 (b) 60 (d) 32 19.5
(a) “Costs of Coal Fired Electricity” posted in Ecoal, Jan. 2011
(b) “Directory: Cents Per Kilowatt Hour”, downloaded from PESwiki on 11 May 2013.
(C) “Regional Coal Spot Prices”, Federal Energy Regulatory Commission 07 Nov. 2008
(d) Cost of a ton of coal on the NYMEX, which can be found at http://www.infomine.com/investment/metal-prices/coal/
Wednesday, April 24, 2013
League of Womenv Voters Testimony on Electric Rates
To: Senate Public Utilities Committee
From: Alan R.
Rosenfield, ScD FASM, Energy Specialist, League of Women Voters of Ohio
Date: April 23, 2013
Re: Testimony on SB 58, Retail
Electric Service
There has been concern that the renewable
energy requirements of 127-SB221 will lead to costs beyond the three-percent
cost cap required by the legislation. I have found that these renewable energy
costs are negligible and are likely to remain so for quite a few years.
My cost comparison is between natural gas and
wind power. Gas is currently the cheapest fossil fuel, whose rapid increase in
usage threatens the dominance of coal. Wind power has increased more slowly,
but is the largest source of renewable energy. The price of fulfilling the
mandate of 127-SB221 is essentially the cost difference between gas and wind
power sources.
The history of the cost comparison is
complicated. Five years ago, when 127-SB221 was enacted, gas was significantly
more costly than wind. Shortly thereafter the price of natural gas fell
sharply. In the spring of 2012, when the price of gas was at its bottom,
electricity generation by wind cost about forty percent more than generation
using natural gas. However, over the last year, gas prices have risen and the
costs for the two energy sources are now similar.
What does this all mean to the homeowner faced
with a monthly electric bill of more than $100? When gas prices were at their
historical lows last spring, the renewable-energy requirement added about 30
cents to his utility’s monthly cost to supply him with electricity. If the wind
tax credit had not been available in 2012, the additional cost would have been
33 cents more. Today the extra cost is about five cents (the Attachment to this
testimony shows how to obtain residential rates from power-plant rates).
Since it costs the utility about $100 per household
per month to provide electricity, renewable energy costs far under one dollar
are a small cost of doing business. Clearly the three-percent cost cap is not
in danger of being exceeded.
There are financial benefits to the small cost
of 127-SB221. Just as counties in Eastern Ohio have benefited from the shale
gas boom, there have been benefits to counties in Western Ohio from wind power.
Citizens and local governments in Paulding County, population about 20,000,
have already received about $1.5 million from the Timber Creek Wind Farm.
There are concerns that renewable-energy costs
will sharply escalate in the future. The
small costs of 127-SB221 so far are partly due to the small amounts of
renewable energy being used in Ohio - 1.5 percent of electricity produced last
year and 2.5 percent this year. When the next session of the General Assembly
convenes in 2015, the requirement will be 3.5 percent; for the following
General Assembly, in 2017, it will be
5.5 percent. So, five years from now, non-renewable energy will still supply
almost 95 percent of our electricity. It is difficult to see how renewables
will have a significant effect on costs even then and it is clear that the
three-percent cost cap is very unlikely to be exceeded.
Will the cost cap ever be exceeded? Predictions of the future depend on
assumptions made by economists; and the further in the future, the less
accurate their predictions are likely to be. Instead of making predictions, I
will discuss factors that need to be taken into account:
1. The futures prices of natural gas are
currently stable.
Contracts for future delivery of natural gas are traded on the New York
Mercantile Exchange. The prices there are the consensus opinion of the most
knowledgeable traders. Currently prices of natural gas for delivery in May 2014
are about the same as for May 2013; there is no indication that a sharp drop in
gas prices is in the offing.
2. The price of wind power has fallen. Electricity generation
by wind is no longer expensive. It is now 40 percent lower than it was five
years ago.
4. Increasing the amount of renewable energy
does not cause increased electric rates. I have surveyed ten Midwestern and Appalachian
states (Illinois, Indiana, Iowa, Kentucky, Michigan, Minnesota, Missouri, Ohio,
West Virginia, and Wisconsin) As of December 31, 2012, Ohio generated the least
renewable energy and had the third highest residential electricity rates. Table
1 (attached) shows the data. Comparison among all of these states showed no
tendency for residential rates to be higher in states with greater amounts of
renewable energy.
In conclusion, the three-percent price cap of
127-SB221 has not been approached and chances are small that it will be
approached within the next few years. There appears to be no reason to modify
it.
Attachment: How
Generation Rates Affect Utility Bills
There are several claims that renewable energy
mandates cost customers millions of dollars. For example, the Corpus Christi
Caller-Times recently reported that an opposition activist claimed that the
Texas renewable law cost consumers $70 million per year. Since residences in
Texas account for about half of the electricity used in the state, their share
is $35 million. This amount is divided among about ten million households for
an average of $35 per year or thirty-five cents per month.
An alternative is to compare the costs of
generation. During last year’s debate on SB315, discussion in this committee
included the comment that wind energy then cost $20 per Megawatt-hour more than
gas powered electricity. One Megawatt-hour is 1000 kilowatt-hours, which is
close to the electricity used monthly by the typical Ohio household. But last
year SB221 required only 1.5 percent of electricity to be renewable. So the
renewable-energy premium was only 1.5 percent of $20 of thirty cents per month.
TABLE 1: STATE ECONOMIC
AND ENERGY DATA
State
|
Residential
Electric Rates,
(a)
|
Unemployment
Percent (b)
|
Renewables
Percent (c)
|
Illinois
|
10.37
|
9.5
|
4.2
|
Indiana
|
10.38
|
8.7
|
3.5
|
Iowa
|
10.85
|
5.0
|
26.2
|
Kentucky
|
9.33
|
7.9
|
3.0
|
Michigan
|
14.14
|
8.8
|
4.4
|
Minnesota
|
11.37
|
5.5
|
18.8
|
Missouri
|
10.07
|
6.7
|
2.1
|
Ohio
|
11.66
|
7.0
|
1.6
|
W. Virginia
|
9.85
|
7.3
|
3.6
|
Wisconsin
|
13.27
|
7.2
|
8.1
|
(a) Electric
Power Monthly, February 2013; December 2012 rates used.
(b) Bureau of Labor Statistics: Unemployment Rates
for States, Monthly Rankings, Seasonally Adjusted, Feb. 2013. http://www.bls.gov/web/laus/laumstrk.htm
(c)
Ref (a); Annual result for 2012
Monday, April 8, 2013
Price Changes Favorable to Wind
Since April, 2012 the price of natural gas on the NewYork Mercantile Exchange has risen by almost $2 per 1000 cu.ft. (http://www.eia.gov/dnav/ng/hist/rngwhhdM.htm; http://www.wtrg.com/). At the same time, the IRS reports that the average cost of electricity from wind was $42.30 per MWh last year (north american windpower, IRS:PTC will be Worth Slightly More In 2013, 04 April 2013 ). I had been using $55.
On the other hand, I have been using $23.1 per MWh as fixed costs for gas. According to EIA (Levelized Cost of New Generation Resources in the Annual Energy Outlook 2012) the actual value is $19.1. So I have been overestimating the cost of gas-powered electrical generation by $4 per MWh.
On the other hand, I have been using $23.1 per MWh as fixed costs for gas. According to EIA (Levelized Cost of New Generation Resources in the Annual Energy Outlook 2012) the actual value is $19.1. So I have been overestimating the cost of gas-powered electrical generation by $4 per MWh.
Monday, March 4, 2013
Texas Renewable Energy Costs
According to caller.com (Corpus Christi) ‘The conservative Texas Public Policy Foundation’ said that “the renewable energy credits trading program will cost Texas consumers about $70 million this year.” If we ask how much it costs the average homeowner, we get a very different perspective. About half of the electricity costs in Texas are borne by residential customers (EIA Electric Power Monthly), lowering the $70 million to $35 million. Texas has about ten million households (U.S. Census, Quick Facts), which lowers the cost to $3.50 per year per household or about 30 cents per month. Considering the high cost of residential electric bills, this is a small fraction of the utilities’ cost of doing business
Wednesday, February 27, 2013
ELECTRICITY GENERATION Natural Gas vs. Wind Power
DRAFT
ELECTRICITY GENERATION
Natural Gas vs. Wind
Power
Al Rosenfield
20 February 2013
Ohio is
becoming an energy state to a degree unanticipated, even a few years ago.
Eastern counties are benefitting from natural gas while western counties are
benefitting from wind. For example, residents and local governments in Paulding
County (population 20,000) have already received $1.5 from the Timber Creek
Wind Farm [1]. However, questions have been raised whether their benefits are
worth the cost to all Ohio ratepayers, as required by Ohio law [2]. The answer
requires a hard look at the relative costs of generating electricity by using
natural gas and by using wind.
Only a year and
a half ago, gas was more expensive than wind [3]. But the cost of natural gas was plummeting. By
last Spring it had reached a low point and wind became more expensive than
natural gas. The difference in generating costs was about $15 to $20 per Megawatt-hour
[4,5]. While this appears to be a large cost difference, the Appendix to this
report shows that it only amounted to about 25 cents for the average Ohio household
each month. This is only about 0.2 percent of the utility’s costs to supply
that home [6].
Because of
long-term contracts, the cost of wind power hasn’t changed since last spring
(about $55 per Megawatt-hour [5]). But the price of natural gas rose by about
one-third in the remainder of 2012 [7]. The price differential between wind and
gas had shrunk to about $7 per 1000 kWh, making the cost to supply the average
household roughly 10 cents per month. This small cost disadvantage for wind may
be an exaggeration- The MIT Technology
Review recently reported that wind and gas costs are now the same [8]. Update this
paragraph when final Dec. data are in.
If the wind tax
credit had not been in effect in 2012 it would have added 2.2 cents per
kilowatt-hour to the cost of generation; the cost of providing power to Ohio
homes would have been increased by about 30 cents per month because only 1.5
percent of our electricity was generated by renewables last year. However, wind
prices appear to be fixed for the rest of this year because of the extension of
its tax credit in the ‘fiscal cliff’ legislation.
There is
concern that the future will see wind power causing large cost increases to
ratepayers. Since predictions are always imprecise, we have limited this report
to a discussion of the factors that may affect the balance between wind and
natural gas that need to be included in any prediction.
Recently news
stories have appeared that have bearing on the future of wind. In December the
American Wind Energy Association suggested willingness to accept a gradual
phase-out of the tax credit during the next five years [9]. In addition, a
campaign is underway to provide renewable energy some of the same tax breaks
that oil and gas producers receive [10].
This effort appears to have been received favorably on both sides of the
aisle in Congress [11]. Both of these plans complicate the prediction of future
wind prices.
Natural gas
prices are historically volatile. Some insight can be obtained from the futures
quotes on the New York Mercantile Exchange. These quotes represent the
consensus of the best experts on the economics of the gas industry. Currently the
natural gas futures price is increasing by about 30 cents per year over the
next three years [12]. While we are making no predictions that this rise will
actually occur, there are reasons to believe it likely. These include increased
demand due to new applications (such as motor-vehicle fuel), expanded use in
electricity generation, and limitation of supply due to increased exports [13].
In summary, the
cost difference between gas and wind is small and it is not clear which method
will be more expensive in the future. In the absence of a technological
breakthrough, we see no reason to change Ohio’s renewable-energy goals.
Appendix: How
Electricity Generation Costs
Affect Electric Bills
It is difficult
for the public to see how the electric company’s cost of generating electricity
affects them. Generating costs are given in dollars per Megawatt-hour. An
electric bill shows a cost in dollars per month.
A Megawatt-hour
is simply 1000 kilowatt-hours; to convert dollars per Megawatt-hour to dollars
per kilowatt-hour, divide by 1000. Since the electric bill shows the number of
kilowatt-hours that a home used last month, the consumer has all of the
information that he needs.
Example 1.
Household Costs
A typical Ohio
home uses about 1000 kilowatt-hours per month. In Columbus this produces a bill
of about $120 or 12 cents per kilowatt hour. Our AEP bill also shows the charge
for generation, which is about 40 percent of the total, or $48. So we are being
charged about 5 cents per kilowatt-hour for generation. The rest of the bill is
the charge for getting the electricity to our house plus taxes.
Example 2. Comparison between wind Power and Natural
Gas
Last Spring,
during the Legislative debate on an energy bill, it was pointed out that
generating electricity by using wind was more expensive than by using natural
gas. Two different estimates of the difference in generating costs at that time
were $13 and $19 per Megawatt-hour [4, 5]. Dividing by 1000, the cost
differences become 1.3 and 1.9 cents per kilowatt-hour, for an average
of 1.6 cents. According to state law the
renewable-energy goal for 2102 was 1.5 percent [2]. So the household using a
monthly total of 1000 kilowatt-hours only got 1.5 percent of that amount from
renewable energy, or 15 kilowatt-hours. At 1.6 cents per kilowatt hour, this
amounted to about 24 cents. So using renewables cost the utilities about 24
cents per household more than using gas would have. This is a tiny fraction of
the $120 electric bill that the consumer sees.
References
[1] Paulding
County Receives Payment from Wind Farms ,The
West Bend News, 31 January 2013
[2] Ohio
Revised Code, Section 4928.64(B)(2), often referred to as SB221 or 127-SB221,
the legislation that enacted this Section.
[3] NW Ohio, SE
Michigan wind power is churning up cash, ToledoBlade.com, 16 Oct. 2011, http://www.toledoblade.com/Energy/2011/10/16/Local-wind-power-is-churning-up-cash.html
[4] A.R. Rosenfield, Gas vs. Wind - I. - Current Status
http://alanpeg.blogspot.com/, 30 Jan. 2013; This blog provides a
method of estimating the cost of generating electricity using natural gas.
[5] Comment by
Sen. William Seitz, Hannah Capitol
Connection, Senate Energy and Public Utilities, SB315, 24 April 2012
[6] Columbus Dispatch 7 April 2013
[8] Kevin
Bullis, Novel Designs Are Taking Wind
Powerto the Next Level,
[9] AWEA Press
Release, Analysis: Phase-out of wind energy Production Tax Credit would enable
U.S. industry to become fully cost-competitive, December 12, 2012
[10] Felix
Morman and Dan Reicher, (Brookings Institute) INVEST BUT REFORM Smarter Finance for Cleaner Energy; Open Up Master
Limited Partnerships (MLPs)and Real Estate Investment Trusts (REITs)to
Renewable Energy http://www.brookings.edu/research/papers/2012/11/13-clean-energy-investment
[11] Diane
Cardwell, Renewable Energy Industries Push
for New Financing Options, The New York Times DealB%K January 30 2013
[12] CME Group,
Henry Hub Natural Gas Futures, http://www.cmegroup.com/trading/energy/natural-gas/natural-gas.html
[13] Peter
Kelly-Detweiler, Driven by Oil Shale
Economics, Natural Gas Prices Primed for Slow and Steady Rise, Forbes, December
3, 2012
Wednesday, January 30, 2013
Natural Gas vs. Wind - Background
Cost is a major consideration when comparing different ways of generating electricity. The Data Analysis section of this posting provides a way of calculating prices of electricity generated by natural gas. In doing the calculation, it is important to recognize that there are several gas prices:
The Wellhead price is received by the driller
The electrical price is paid by the utility
The price on the New York Mercantile Exchange (NYMEX) is called Henry Hub. It is useful because it is also the source offutures prices.
I am using the electrical price, unless otherwise
specified. Details on the calculation of electricity prices
from gas prices are given in the Data Analysis section below. Some
examples:
In April 2012 gas was $2.79 per 1000 cubic feet. Using the relations in the Data Analysis Section below, this translates to an estimated electrical price of $42 per thousand kilowatt-hours(about the average usage for an Ohio home). The price of electricity from wind, $55 for the same amount (Ref. 1), gave gas a $13 advantage.
By February 26, 2013, the Henry Hub price had raised to $3.427 per thousand cubic feet for an electrical price of $3.77 per thousand cubic feet(over a third higher than in April 2012) and a price of generation of about $51 per thousand kilowatt-hours. Since wind is sold on long-term contracts at a fixed price, the gas advantage has been sliced to $4, about one-third of what it was less than a year earlier. In fact, Ohio State has signed a contract for wind at $46.50 per thousand kilowatt-hours (Ref. 3), escalating by two percent per year. For them wind is currently cheaper than natural gas, and will continue to be so unless the cost of natural gas rises slowly.
References
(1) U.S. DOE, Energy Efficiency & Renewable Energy: 2011 Wind Energy Market Report: http://www1.eere.energy.gov/wind/pdfs/2011_wind_technologies_market_report.pdf
(3) OSU to save $1 million a year by buying wind power,
Columbus Dispatch, 28 Jan, 2013
Data Analysis
Data Analysis
Relations among the Various
Gas Prices Annual
data from 1997 through 2011 provided by EIA allows an estimate of the ratios of
the various gas prices:
Electrical = 1.10 Henry Hub (Refs A.1 and A.3), std. dev. = 0.08
Electrical = 1.19 Wellhead (Refs. A.1 and A.4), std. dev. = 0.06
Electrical = 1.10 Henry Hub (Refs A.1 and A.3), std. dev. = 0.08
Electrical = 1.19 Wellhead (Refs. A.1 and A.4), std. dev. = 0.06
Relation between Gas Cost and Electricity Price The
data in Table 1 comes from References A.1 and A.2. There is a close relation
between gas cost and electricity-generation price:
Expressing the relation:
Electricity price = 23.2 + 6.8x(gas price) --- (Equ. A.1)
where the gas price is that paid by utilities and prices are expressed in terms used in Figure 1.
Expressing Equ. A-1 in terms of Henry Hub spot price:
Electricity price = 23.2 + 7.5x(spot price) --- (Equ. A.2)
Electricity price = 23.2 + 6.8x(gas price) --- (Equ. A.1)
where the gas price is that paid by utilities and prices are expressed in terms used in Figure 1.
Expressing Equ. A-1 in terms of Henry Hub spot price:
Electricity price = 23.2 + 7.5x(spot price) --- (Equ. A.2)
Table 1. Relation between Gas Cost
And Electricity Generation Cost
Year
|
Gas Cost, $/Mcu.ft.
|
Electric Price, $/MWh
|
1999
|
2.62
|
46
|
2000
|
4.38
|
56
|
2001
|
4.61
|
50
|
2002
|
3.68
|
46
|
2003
|
5.57
|
63
|
2004
|
6.11
|
58
|
2005
|
8.47
|
57
|
2006
|
7.11
|
68
|
2007
|
7.31
|
73
|
2008
|
9.26
|
86
|
Calculated Electricity Prices Table 2 gives an estimate of how the
electricity price has changed over the past year. While the price appears to be
on a plateau, futures prices suggest that this is a lull.
Table 2. Estimated Electricity Prices
from Natural Gas
Date
|
Electrical Gas Price,$/Mcu.ft.
|
Electricity Price, $/Mwh,
(Eq
A.1)
|
Apr.
2012*
|
2.79**
|
42
|
Jun.
2012
|
3.20**
|
45
|
Aug.
2012
|
3.59**
|
47
|
Oct.
2012
|
3.98**
|
50
|
Dec.
2012
|
4.36**
|
53
|
Feb.
2013
|
3.77***
|
49
|
Apr.
2013
|
3.84****
|
49
|
Jun.
2013
|
3.94****
|
50
|
Aug.
2013
|
4.07****
|
51
|
* LWVO Senate testimony on 129-SB315 presented
** Ref. A.5
*** End of Month Henry Hub spot price (Ref. A.6) + 10%
**** Henry Hub futures (Ref. A.7) + 10%
References
A.1. EIA: U.S. Natural Gas Electric Power Price (annual data): http://www.eia.gov/dnav/ng/hist/n3045us3a.htm
A.2. Brian Bush, et al., Variance Analysis of Wind and Natural Gas under Different Market Structures: some Observations, NREL Report NREL/TP-6A20-52790 (Jan.2012): http://www.nrel.gov/docs/fy12osti/52790.pdf
A.3. EIA: Henry Hub Gulf Coast Natural Gas Spot Price: http://www.eia.gov/dnav/ng/hist/rngwhhdA.htm
A.4 EIA: U.S. Natural Gas Wellhead Price: http://www.eia.gov/dnav/ng/hist/n9190us3A.htm
A.5. EIA: U.S. Natural Gas Electric Power Price (monthly data): http://www.eia.gov/dnav/ng/hist/n3045us3M.htm
A.6. (2) WTRG Web Page: http://www.wtrg.com/
A.7 Henry Hub Natural Gas Futures:
http://www.cmegroup.com/trading/energy/natural-gas/natural-gas.html
http://www.cmegroup.com/trading/energy/natural-gas/natural-gas.html
Subscribe to:
Posts (Atom)