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Deploying storage assets to facilitate variable renewable energy integration: The impacts of grid flexibility, renewable penetration, and market structure

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  • McPherson, Madeleine
  • Tahseen, Samiha

Abstract

As variable renewable wind and solar resources constitute a larger fraction of electricity supply, interest in flexible resources, including demand response, dispatchable generation, transmission interconnection, and storage technologies is growing. This paper evaluates the utility of storage assets given different electricity system configurations, market paradigms, and management schemes using a production cost model. When a large share of non-renewable generation is derived from inflexible sources, storage is imperative even at relatively low renewable penetrations. At high renewable penetrations, storage becomes increasingly important in flexible systems as well. In addition to renewable penetration, storage utilization rates are sensitive to the storage assets' market bidding structure and ownership paradigm, particularly in inflexible electricity systems. Storage assets consume during low-cost hours and generate during high-cost hours, regardless of bidding structure, but the price delta is largest for a centrally-controlled storage asset bidding with a price arbitrage motive. Storage utility cannot be deduced from an individual metric, but rather depends on the interaction between bidding mechanism, renewable penetration, and system flexibility.

Suggested Citation

  • McPherson, Madeleine & Tahseen, Samiha, 2018. "Deploying storage assets to facilitate variable renewable energy integration: The impacts of grid flexibility, renewable penetration, and market structure," Energy, Elsevier, vol. 145(C), pages 856-870.
    • Handle: RePEc:eee:energy:v:145:y:2018:i:c:p:856-870
    DOI: 10.1016/j.energy.2018.01.002
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    1. Katsaprakakis, Dimitris Al. & Christakis, Dimitris G. & Stefanakis, Ioannis & Spanos, Petros & Stefanakis, Nikos, 2013. "Technical details regarding the design, the construction and the operation of seawater pumped storage systems," Energy, Elsevier, vol. 55(C), pages 619-630.
    2. Walawalkar, Rahul & Apt, Jay & Mancini, Rick, 2007. "Economics of electric energy storage for energy arbitrage and regulation in New York," Energy Policy, Elsevier, vol. 35(4), pages 2558-2568, April.
    3. Huber, Matthias & Dimkova, Desislava & Hamacher, Thomas, 2014. "Integration of wind and solar power in Europe: Assessment of flexibility requirements," Energy, Elsevier, vol. 69(C), pages 236-246.
    4. de Boer, Harmen Sytze & Grond, Lukas & Moll, Henk & Benders, René, 2014. "The application of power-to-gas, pumped hydro storage and compressed air energy storage in an electricity system at different wind power penetration levels," Energy, Elsevier, vol. 72(C), pages 360-370.
    5. Foley, A. & Díaz Lobera, I., 2013. "Impacts of compressed air energy storage plant on an electricity market with a large renewable energy portfolio," Energy, Elsevier, vol. 57(C), pages 85-94.
    6. McPherson, Madeleine & Karney, Bryan, 2017. "A scenario based approach to designing electricity grids with high variable renewable energy penetrations in Ontario, Canada: Development and application of the SILVER model," Energy, Elsevier, vol. 138(C), pages 185-196.
    7. Nyamdash, Batsaikhan & Denny, Eleanor & O'Malley, Mark, 2010. "The viability of balancing wind generation with large scale energy storage," Energy Policy, Elsevier, vol. 38(11), pages 7200-7208, November.
    8. Sioshansi, Ramteen & Denholm, Paul & Jenkin, Thomas & Weiss, Jurgen, 2009. "Estimating the value of electricity storage in PJM: Arbitrage and some welfare effects," Energy Economics, Elsevier, vol. 31(2), pages 269-277, March.
    9. Evans, Annette & Strezov, Vladimir & Evans, Tim J., 2012. "Assessment of utility energy storage options for increased renewable energy penetration," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(6), pages 4141-4147.
    10. Zhao, Haoran & Wu, Qiuwei & Hu, Shuju & Xu, Honghua & Rasmussen, Claus Nygaard, 2015. "Review of energy storage system for wind power integration support," Applied Energy, Elsevier, vol. 137(C), pages 545-553.
    11. Gils, Hans Christian & Scholz, Yvonne & Pregger, Thomas & Luca de Tena, Diego & Heide, Dominik, 2017. "Integrated modelling of variable renewable energy-based power supply in Europe," Energy, Elsevier, vol. 123(C), pages 173-188.
    12. Berrada, Asmae & Loudiyi, Khalid & Zorkani, Izeddine, 2016. "Valuation of energy storage in energy and regulation markets," Energy, Elsevier, vol. 115(P1), pages 1109-1118.
    13. Mikkola, Jani & Lund, Peter D., 2016. "Modeling flexibility and optimal use of existing power plants with large-scale variable renewable power schemes," Energy, Elsevier, vol. 112(C), pages 364-375.
    14. Madeleine McPherson & Theofilos Sotiropoulos-Michalakakos & LD Danny Harvey & Bryan Karney, 2017. "An Open-Access Web-Based Tool to Access Global, Hourly Wind and Solar PV Generation Time-Series Derived from the MERRA Reanalysis Dataset," Energies, MDPI, vol. 10(7), pages 1-14, July.
    15. Becker, Sarah & Frew, Bethany A. & Andresen, Gorm B. & Zeyer, Timo & Schramm, Stefan & Greiner, Martin & Jacobson, Mark Z., 2014. "Features of a fully renewable US electricity system: Optimized mixes of wind and solar PV and transmission grid extensions," Energy, Elsevier, vol. 72(C), pages 443-458.
    16. Muche, Thomas, 2009. "A real option-based simulation model to evaluate investments in pump storage plants," Energy Policy, Elsevier, vol. 37(11), pages 4851-4862, November.
    17. Ming, Zeng & Kun, Zhang & Daoxin, Liu, 2013. "Overall review of pumped-hydro energy storage in China: Status quo, operation mechanism and policy barriers," Renewable and Sustainable Energy Reviews, Elsevier, vol. 17(C), pages 35-43.
    18. 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.
    19. Lund, Henrik & Østergaard, Poul Alberg & Connolly, David & Mathiesen, Brian Vad, 2017. "Smart energy and smart energy systems," Energy, Elsevier, vol. 137(C), pages 556-565.
    20. Kazempour, S. Jalal & Moghaddam, M. Parsa & Haghifam, M.R. & Yousefi, G.R., 2009. "Electric energy storage systems in a market-based economy: Comparison of emerging and traditional technologies," Renewable Energy, Elsevier, vol. 34(12), pages 2630-2639.
    21. repec:diw:diwwpp:dp1540 is not listed on IDEAS
    22. van der Linden, Septimus, 2006. "Bulk energy storage potential in the USA, current developments and future prospects," Energy, Elsevier, vol. 31(15), pages 3446-3457.
    23. Cavallo, Alfred, 2007. "Controllable and affordable utility-scale electricity from intermittent wind resources and compressed air energy storage (CAES)," Energy, Elsevier, vol. 32(2), pages 120-127.
    24. Frew, Bethany A. & Becker, Sarah & Dvorak, Michael J. & Andresen, Gorm B. & Jacobson, Mark Z., 2016. "Flexibility mechanisms and pathways to a highly renewable US electricity future," Energy, Elsevier, vol. 101(C), pages 65-78.
    25. Loisel, Rodica & Mercier, Arnaud & Gatzen, Christoph & Elms, Nick & Petric, Hrvoje, 2010. "Valuation framework for large scale electricity storage in a case with wind curtailment," Energy Policy, Elsevier, vol. 38(11), pages 7323-7337, November.
    26. Fitzgerald, Niall & Lacal Arántegui, Roberto & McKeogh, Eamon & Leahy, Paul, 2012. "A GIS-based model to calculate the potential for transforming conventional hydropower schemes and non-hydro reservoirs to pumped hydropower schemes," Energy, Elsevier, vol. 41(1), pages 483-490.
    27. Denholm, Paul & Hand, Maureen, 2011. "Grid flexibility and storage required to achieve very high penetration of variable renewable electricity," Energy Policy, Elsevier, vol. 39(3), pages 1817-1830, March.
    28. Connolly, D. & MacLaughlin, S. & Leahy, M., 2010. "Development of a computer program to locate potential sites for pumped hydroelectric energy storage," Energy, Elsevier, vol. 35(1), pages 375-381.
    29. Krajačić, Goran & Lončar, Dražen & Duić, Neven & Zeljko, Mladen & Lacal Arántegui, Roberto & Loisel, Rodica & Raguzin, Igor, 2013. "Analysis of financial mechanisms in support to new pumped hydropower storage projects in Croatia," Applied Energy, Elsevier, vol. 101(C), pages 161-171.
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