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Erschienen in: Energy Systems 4/2014

01.12.2014 | Original Article

The effects of bulk electricity storage on the PJM market

verfasst von: Roger Lueken, Jay Apt

Erschienen in: Energy Systems | Ausgabe 4/2014

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Abstract

Recent advancements in battery technologies may make bulk electricity storage economically feasible. We analyze the value of two electrochemical storage technologies and traditional pumped hydropower storage in the 2010 PJM day-ahead energy market, using a reduced-form unit commitment model. We find that large-scale storage would increase overall social welfare in PJM. However, the annualized capital costs of storage would exceed social welfare gains. Consumers would save up to $4 billion annually due to reduced peak prices and reduced reliance on expensive peaking generators. These savings are equivalent to \(\sim \)10% of sales in the PJM day-ahead energy market. Savings come largely at the expense of generator surplus. Existing market mechanisms are insufficient to encourage the socially optimal quantity of storage. Storage reduces the profitability of generators and the need for peaking generation capacity. Storage modestly increases emissions of CO\(_{2}\) and other pollutants in a system with 2010 PJM characteristics.

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Literatur
1.
Zurück zum Zitat Electric Power Research Institute: Electric Energy Storage Technology Options: A White Paper Primer on Applications, Costs, and Benefits (2010) Electric Power Research Institute: Electric Energy Storage Technology Options: A White Paper Primer on Applications, Costs, and Benefits (2010)
3.
Zurück zum Zitat Eyer, J., Corey, G.: Energy Storage for the Electricity Grid: Benefits and Market Potential Assessment Guide. SAND2010-0815 (2010) Eyer, J., Corey, G.: Energy Storage for the Electricity Grid: Benefits and Market Potential Assessment Guide. SAND2010-0815 (2010)
5.
Zurück zum Zitat Kempton, W., Tomiæ, J.: Vehicle-to-grid power fundamentals: calculating capacity and net revenue. J. Power Sour. 144(1), 1268–1279 (2005) Kempton, W., Tomiæ, J.: Vehicle-to-grid power fundamentals: calculating capacity and net revenue. J. Power Sour. 144(1), 1268–1279 (2005)
6.
Zurück zum Zitat Walawalkar, R., Apt, J., Mancini, R.: Economics of electric energy storage for energy arbitrage and regulation in new york. Energy Policy 35(4), 2558–2568 (2007)CrossRef Walawalkar, R., Apt, J., Mancini, R.: Economics of electric energy storage for energy arbitrage and regulation in new york. Energy Policy 35(4), 2558–2568 (2007)CrossRef
7.
Zurück zum Zitat Sioshansi, R., Denholm, P., Jenkin, T., Weiss, J.: Estimating the value of electricity storage in pjm: arbitrage and some welfare effects. Energy Econ. 31(2), 269–277 (2009)CrossRef Sioshansi, R., Denholm, P., Jenkin, T., Weiss, J.: Estimating the value of electricity storage in pjm: arbitrage and some welfare effects. Energy Econ. 31(2), 269–277 (2009)CrossRef
8.
Zurück zum Zitat Nyamdash, B., Denny, E.: The impact of electricity storage on wholesale electricity prices. Energy Policy 58, 6–16 (2013)CrossRef Nyamdash, B., Denny, E.: The impact of electricity storage on wholesale electricity prices. Energy Policy 58, 6–16 (2013)CrossRef
9.
Zurück zum Zitat Schill, W.P., Kemfert, C.: Modeling strategic electricity storage: the case of pumped hydro storage in Germany. Energy J 32 (2011) Schill, W.P., Kemfert, C.: Modeling strategic electricity storage: the case of pumped hydro storage in Germany. Energy J 32 (2011)
10.
Zurück zum Zitat Sioshansi, R.: Increasing the value of wind with energy storage. Energy J. 32 (2011) Sioshansi, R.: Increasing the value of wind with energy storage. Energy J. 32 (2011)
11.
Zurück zum Zitat London Economics International LLC: A Comparative Analysis of Actual Locational Marginal Prices in the PJM Market and Estimated Short-run Marginal Costs: 2003–2006. (2007) London Economics International LLC: A Comparative Analysis of Actual Locational Marginal Prices in the PJM Market and Estimated Short-run Marginal Costs: 2003–2006. (2007)
13.
Zurück zum Zitat Spees, K., Lave, L.: Demand response and electricity market efficiency. Electr. J. 20(3), 69–85 (2007)CrossRef Spees, K., Lave, L.: Demand response and electricity market efficiency. Electr. J. 20(3), 69–85 (2007)CrossRef
14.
Zurück zum Zitat Oates, D.L., Jaramillo, P.: Production cost and air emissions impacts of coal cycling in power systems with large-scale wind penetration. Environ. Res. Lett. 8.2 024022 (2013) Oates, D.L., Jaramillo, P.: Production cost and air emissions impacts of coal cycling in power systems with large-scale wind penetration. Environ. Res. Lett. 8.2 024022 (2013)
17.
Zurück zum Zitat Guan, X., Luh, P., Yen, H., Rogan, P.: Optimization-based scheduling of hydrothermal power systems with pumped-storage units. IEEE Trans. Power Syst. 9(2), 1023–1031 (1994)CrossRef Guan, X., Luh, P., Yen, H., Rogan, P.: Optimization-based scheduling of hydrothermal power systems with pumped-storage units. IEEE Trans. Power Syst. 9(2), 1023–1031 (1994)CrossRef
18.
Zurück zum Zitat Carrión, M., Arroyo, J.: A computationally efficient mixed-integer linear formulation for the thermal unit commitment problem. IEEE Trans. Power Syst. 21(3), 1371–1378 (2006)CrossRef Carrión, M., Arroyo, J.: A computationally efficient mixed-integer linear formulation for the thermal unit commitment problem. IEEE Trans. Power Syst. 21(3), 1371–1378 (2006)CrossRef
19.
Zurück zum Zitat Streiffert, D., Philbrick, R., Ott, A.: A Mixed Integer Programming Solution for Market Clearing and Reliability Analysis. IEEE Power Engineering Society General Meeting, pp. 2724–2731 (2005) Streiffert, D., Philbrick, R., Ott, A.: A Mixed Integer Programming Solution for Market Clearing and Reliability Analysis. IEEE Power Engineering Society General Meeting, pp. 2724–2731 (2005)
21.
Zurück zum Zitat Whitacre, J.F., et al.: An aqueous electrolyte, sodium ion functional, large format energy storage device for stationary applications. J. Power Sour. 213, 255–265 (2012)CrossRef Whitacre, J.F., et al.: An aqueous electrolyte, sodium ion functional, large format energy storage device for stationary applications. J. Power Sour. 213, 255–265 (2012)CrossRef
23.
Zurück zum Zitat Wiley, T.: Update on aquion energy. In: 2013 Carnegie Mellon Electricity Industry Center Advisory Committee Meeting (2013) Wiley, T.: Update on aquion energy. In: 2013 Carnegie Mellon Electricity Industry Center Advisory Committee Meeting (2013)
26.
Zurück zum Zitat Tuohy, A., O’Malley, M.: Impact of pumped storage on power systems with increasing wind penetration. In: Proceedings of the IEEE Power & Energy Society General Meeting (2009) Tuohy, A., O’Malley, M.: Impact of pumped storage on power systems with increasing wind penetration. In: Proceedings of the IEEE Power & Energy Society General Meeting (2009)
27.
Zurück zum Zitat Tuohy, A., O’Malley, M.: Pumped storage in systems with very high wind penetration. Energy Policy 39 (2011) Tuohy, A., O’Malley, M.: Pumped storage in systems with very high wind penetration. Energy Policy 39 (2011)
28.
Zurück zum Zitat Sioshansi, R., Madaeni, S.H., Denholm, P.: A dynamic programming approach to estimate the capacity value of energy storage. IEEE Trans. Power Syst. 29 (2014) Sioshansi, R., Madaeni, S.H., Denholm, P.: A dynamic programming approach to estimate the capacity value of energy storage. IEEE Trans. Power Syst. 29 (2014)
29.
Zurück zum Zitat Moura, J.: Personal communication, North American Electric Reliability Corporation (NERC) (2012) Moura, J.: Personal communication, North American Electric Reliability Corporation (NERC) (2012)
30.
Zurück zum Zitat Sioshansi, R.: When energy storage reduces social welfare. Energy Econ. 41 (2014) Sioshansi, R.: When energy storage reduces social welfare. Energy Econ. 41 (2014)
31.
Zurück zum Zitat PJM: Coal Capacity at Risk of Retirement in PJM: Potential Impacts of the Finalized EPA Cross State Air Pollution Rule and Proposed National Emissions Standards for Hazardous Air Pollutants (2011) PJM: Coal Capacity at Risk of Retirement in PJM: Potential Impacts of the Finalized EPA Cross State Air Pollution Rule and Proposed National Emissions Standards for Hazardous Air Pollutants (2011)
33.
Zurück zum Zitat Corbus, D., King, J., Mousseau, T.: Eastern wind integration and transmission study. US Department of Energy, National Renewable Energy Laboratory (2010) Corbus, D., King, J., Mousseau, T.: Eastern wind integration and transmission study. US Department of Energy, National Renewable Energy Laboratory (2010)
34.
Zurück zum Zitat Denholm, P., Kulcinski, G.L., Holloway, T.: Emissions and energy efficiency assessment of baseload wind energy systems. Environ. Sci. Technol. 39 (2005) Denholm, P., Kulcinski, G.L., Holloway, T.: Emissions and energy efficiency assessment of baseload wind energy systems. Environ. Sci. Technol. 39 (2005)
35.
Zurück zum Zitat Sioshansi, R.: Emissions impacts of wind and energy storage in a market environment. Environ. Sci. Technol 45 (2011) Sioshansi, R.: Emissions impacts of wind and energy storage in a market environment. Environ. Sci. Technol 45 (2011)
36.
Zurück zum Zitat Sioshansi, R., Denholm, P., Jenkin, T.: Market and policy barriers to deployment of energy storage. Econ. Energy Environ. Policy 1 (2012) Sioshansi, R., Denholm, P., Jenkin, T.: Market and policy barriers to deployment of energy storage. Econ. Energy Environ. Policy 1 (2012)
37.
Zurück zum Zitat Sioshansi, R.: Welfare impacts of electricity storage and the implications of ownership structure. Energy J. 31(2), 173 (2010)CrossRef Sioshansi, R.: Welfare impacts of electricity storage and the implications of ownership structure. Energy J. 31(2), 173 (2010)CrossRef
44.
Zurück zum Zitat Beaty, H.W., Mahrous, H., Seidman, A.H.: Handbook of Electric Power Calculations. McGraw-Hill, New York (2001) Beaty, H.W., Mahrous, H., Seidman, A.H.: Handbook of Electric Power Calculations. McGraw-Hill, New York (2001)
52.
Zurück zum Zitat Bresler, S.: Personal communication. PJM (2012) Bresler, S.: Personal communication. PJM (2012)
60.
Zurück zum Zitat Schweizer, D.: Curtailment of Wind Farms Output Breakout Session, Illinois Wind Working Group 5th Annual Conference (2011) Schweizer, D.: Curtailment of Wind Farms Output Breakout Session, Illinois Wind Working Group 5th Annual Conference (2011)
Metadaten
Titel
The effects of bulk electricity storage on the PJM market
verfasst von
Roger Lueken
Jay Apt
Publikationsdatum
01.12.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
Energy Systems / Ausgabe 4/2014
Print ISSN: 1868-3967
Elektronische ISSN: 1868-3975
DOI
https://doi.org/10.1007/s12667-014-0123-7

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