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Optimal allocation of energy storage in a co-optimized electricity market: Benefits assessment and deriving indicators for economic storage ventures

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  • Krishnan, Venkat
  • Das, Trishna

Abstract

This paper presents a framework for optimally allocating storage technologies in a power system. This decision support tool helps in quantitatively answering the questions on “where to and how much to install” considering the profits from arbitrage opportunities in a co-optimized electricity market. The developed framework is illustrated on a modified IEEE (Institute of Electrical and Electronics Engineers) 24 bus RTS (Reliability Test System), and the framework finds the optimal allocation solution and the revenues storage earns at each of these locations. Bulk energy storage, CAES (compressed air energy storage) is used as the representative storage technology, and the benefits of optimally allocated storage integration onto the grid are compared with transmission expansion solution. The paper also discusses about system-level indicators to identify candidate locations for economical storage ventures, which are derived based on the optimal storage allocation solution; and applies the market price based storage venture indicators on MISO (Mid-continental Independent System Operator) and PJM (Pennsylvania-New Jersey-Maryland Interconnection) electricity markets.

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  • Krishnan, Venkat & Das, Trishna, 2015. "Optimal allocation of energy storage in a co-optimized electricity market: Benefits assessment and deriving indicators for economic storage ventures," Energy, Elsevier, vol. 81(C), pages 175-188.
    • Handle: RePEc:eee:energy:v:81:y:2015:i:c:p:175-188
    DOI: 10.1016/j.energy.2014.12.016
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    as
    1. Krishnan, Venkat & Gonzalez-Marciaga, Lizbeth & McCalley, James, 2014. "A planning model to assess hydrogen as an alternative fuel for national light-duty vehicle portfolio," Energy, Elsevier, vol. 73(C), pages 943-957.
    2. Luca Petricca & Per Ohlckers & Xuyuan Chen, 2013. "The Future of Energy Storage Systems," Chapters, in: Ahmed F. Zobaa (ed.), Energy Storage - Technologies and Applications, IntechOpen.
    3. Edmunds, R.K. & Cockerill, T.T. & Foxon, T.J. & Ingham, D.B. & Pourkashanian, M., 2014. "Technical benefits of energy storage and electricity interconnections in future British power systems," Energy, Elsevier, vol. 70(C), pages 577-587.
    4. Das, Trishna & Krishnan, Venkat & McCalley, James D., 2015. "Assessing the benefits and economics of bulk energy storage technologies in the power grid," Applied Energy, Elsevier, vol. 139(C), pages 104-118.
    5. Deb, Rajat, 2000. "Operating Hydroelectric Plants and Pumped Storage Units in a Competitive Environment," The Electricity Journal, Elsevier, vol. 13(3), pages 24-32, April.
    6. Lund, Henrik & Kempton, Willett, 2008. "Integration of renewable energy into the transport and electricity sectors through V2G," Energy Policy, Elsevier, vol. 36(9), pages 3578-3587, September.
    7. Matthias Finkenrath & Julian Smith & Dennis Volk, 2012. "CCS Retrofit: Analysis of the Globally Installed Coal-Fired Power Plant Fleet," IEA Energy Papers 2012/7, OECD Publishing.
    8. Lund, Henrik, 2007. "Renewable energy strategies for sustainable development," Energy, Elsevier, vol. 32(6), pages 912-919.
    9. Drury, Easan & Denholm, Paul & Sioshansi, Ramteen, 2011. "The value of compressed air energy storage in energy and reserve markets," Energy, Elsevier, vol. 36(8), pages 4959-4973.
    10. Connolly, D. & Lund, H. & Finn, P. & Mathiesen, B.V. & Leahy, M., 2011. "Practical operation strategies for pumped hydroelectric energy storage (PHES) utilising electricity price arbitrage," Energy Policy, Elsevier, vol. 39(7), pages 4189-4196, July.
    11. Connolly, D. & Lund, H. & Mathiesen, B.V. & Pican, E. & Leahy, M., 2012. "The technical and economic implications of integrating fluctuating renewable energy using energy storage," Renewable Energy, Elsevier, vol. 43(C), pages 47-60.
    12. Nock, Destenie & Krishnan, Venkat & McCalley, James D., 2014. "Dispatching intermittent wind resources for ancillary services via wind control and its impact on power system economics," Renewable Energy, Elsevier, vol. 71(C), pages 396-400.
    13. Lund, H. & Mathiesen, B.V., 2009. "Energy system analysis of 100% renewable energy systems—The case of Denmark in years 2030 and 2050," Energy, Elsevier, vol. 34(5), pages 524-531.
    14. Lund, Henrik & Werner, Sven & Wiltshire, Robin & Svendsen, Svend & Thorsen, Jan Eric & Hvelplund, Frede & Mathiesen, Brian Vad, 2014. "4th Generation District Heating (4GDH)," Energy, Elsevier, vol. 68(C), pages 1-11.
    15. Gilbert E. Metcalf, 2009. "Market-Based Policy Options to Control U.S. Greenhouse Gas Emissions," Journal of Economic Perspectives, American Economic Association, vol. 23(2), pages 5-27, Spring.
    16. Lund, H. & Möller, B. & Mathiesen, B.V. & Dyrelund, A., 2010. "The role of district heating in future renewable energy systems," Energy, Elsevier, vol. 35(3), pages 1381-1390.
    17. Bradbury, Kyle & Pratson, Lincoln & Patiño-Echeverri, Dalia, 2014. "Economic viability of energy storage systems based on price arbitrage potential in real-time U.S. electricity markets," Applied Energy, Elsevier, vol. 114(C), pages 512-519.
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