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Investigating the impact of wind–solar complementarities on energy storage requirement and the corresponding supply reliability criteria

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  • Solomon, A.A.
  • Kammen, Daniel M.
  • Callaway, D.

Abstract

This paper explores various questions regarding very high penetration of intermittent renewable to electricity grid. The study was performed using one-year hourly demand data of California’s electricity grid together with the hourly-simulated output of various solar and wind technologies distributed throughout the state. The result shows that wind–solar complementarities carry significant multidimensional benefits to the future grid as compared to a stand-alone wind/solar based grid. Specifically at 20% total energy loss, it was shown that their optimal complementarities lead to very high renewable penetration with smaller storage and backup requirement. Our study of system dispatch shows that storage provides flexible dispatch strategy, which makes it applicable for various services depending on season of the year including reduction of summer backup capacity need. We have also found that the existing peak load based long term planning reserve criteria may no longer be applicable to very high renewable grid. Finally, comparing our result to literature data, we conclude that some of the pessimistic views of storage technology are borne out of our lack of understanding about its role and design requirement.

Suggested Citation

  • Solomon, A.A. & Kammen, Daniel M. & Callaway, D., 2016. "Investigating the impact of wind–solar complementarities on energy storage requirement and the corresponding supply reliability criteria," Applied Energy, Elsevier, vol. 168(C), pages 130-145.
    • Handle: RePEc:eee:appene:v:168:y:2016:i:c:p:130-145
    DOI: 10.1016/j.apenergy.2016.01.070
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    1. Mai, Trieu & Mulcahy, David & Hand, M. Maureen & Baldwin, Samuel F., 2014. "Envisioning a renewable electricity future for the United States," Energy, Elsevier, vol. 65(C), pages 374-386.
    2. Ma, Tao & Yang, Hongxing & Lu, Lin & Peng, Jinqing, 2014. "Technical feasibility study on a standalone hybrid solar-wind system with pumped hydro storage for a remote island in Hong Kong," Renewable Energy, Elsevier, vol. 69(C), pages 7-15.
    3. Solomon, A.A. & Faiman, D. & Meron, G., 2010. "Grid matching of large-scale wind energy conversion systems, alone and in tandem with large-scale photovoltaic systems: An Israeli case study," Energy Policy, Elsevier, vol. 38(11), pages 7070-7081, November.
    4. Rodrigues, E.M.G. & Godina, R. & Santos, S.F. & Bizuayehu, A.W. & Contreras, J. & Catalão, J.P.S., 2014. "Energy storage systems supporting increased penetration of renewables in islanded systems," Energy, Elsevier, vol. 75(C), pages 265-280.
    5. Denholm, Paul & Margolis, Robert M., 2007. "Evaluating the limits of solar photovoltaics (PV) in electric power systems utilizing energy storage and other enabling technologies," Energy Policy, Elsevier, vol. 35(9), pages 4424-4433, September.
    6. Marcelino Madrigal & Kevin Porter, 2013. "Operating and Planning Electricity Grids with Variable Renewable Generation : Review of Emerging Lessons from Selected Operational Experiences and Desktop Studies," World Bank Publications - Books, The World Bank Group, number 13103.
    7. Neves, Diana & Pina, André & Silva, Carlos A., 2015. "Demand response modeling: A comparison between tools," Applied Energy, Elsevier, vol. 146(C), pages 288-297.
    8. Caralis, G. & Papantonis, D. & Zervos, A., 2012. "The role of pumped storage systems towards the large scale wind integration in the Greek power supply system," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(5), pages 2558-2565.
    9. 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.
    10. Solomon, A.A. & Faiman, D. & Meron, G., 2012. "The role of conventional power plants in a grid fed mainly by PV and storage, and the largest shadow capacity requirement," Energy Policy, Elsevier, vol. 48(C), pages 479-486.
    11. Ma, Tao & Yang, Hongxing & Lu, Lin & Peng, Jinqing, 2015. "Optimal design of an autonomous solar–wind-pumped storage power supply system," Applied Energy, Elsevier, vol. 160(C), pages 728-736.
    12. Ma, Tao & Yang, Hongxing & Lu, Lin & Peng, Jinqing, 2015. "Pumped storage-based standalone photovoltaic power generation system: Modeling and techno-economic optimization," Applied Energy, Elsevier, vol. 137(C), pages 649-659.
    13. Solomon, A.A. & Faiman, D. & Meron, G., 2010. "An energy-based evaluation of the matching possibilities of very large photovoltaic plants to the electricity grid: Israel as a case study," Energy Policy, Elsevier, vol. 38(10), pages 5457-5468, October.
    14. Elliston, Ben & MacGill, Iain & Diesendorf, Mark, 2013. "Least cost 100% renewable electricity scenarios in the Australian National Electricity Market," Energy Policy, Elsevier, vol. 59(C), pages 270-282.
    15. Solomon, A.A. & Faiman, D. & Meron, G., 2010. "The effects on grid matching and ramping requirements, of single and distributed PV systems employing various fixed and sun-tracking technologies," Energy Policy, Elsevier, vol. 38(10), pages 5469-5481, October.
    16. Luo, Xing & Wang, Jihong & Dooner, Mark & Clarke, Jonathan, 2015. "Overview of current development in electrical energy storage technologies and the application potential in power system operation," Applied Energy, Elsevier, vol. 137(C), pages 511-536.
    17. 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.
    18. Wang, Xiaonan & Palazoglu, Ahmet & El-Farra, Nael H., 2015. "Operational optimization and demand response of hybrid renewable energy systems," Applied Energy, Elsevier, vol. 143(C), pages 324-335.
    19. Aidan Tuohy & Ben Kaun & Robert Entriken, 2014. "Storage and demand-side options for integrating wind power," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 3(1), pages 93-109, January.
    20. Nelson, James & Johnston, Josiah & Mileva, Ana & Fripp, Matthias & Hoffman, Ian & Petros-Good, Autumn & Blanco, Christian & Kammen, Daniel M., 2012. "High-resolution modeling of the western North American power system demonstrates low-cost and low-carbon futures," Energy Policy, Elsevier, vol. 43(C), pages 436-447.
    21. Solomon, A.A. & Faiman, D. & Meron, G., 2010. "Properties and uses of storage for enhancing the grid penetration of very large photovoltaic systems," Energy Policy, Elsevier, vol. 38(9), pages 5208-5222, September.
    22. Solomon, A.A. & Kammen, Daniel M. & Callaway, D., 2014. "The role of large-scale energy storage design and dispatch in the power grid: A study of very high grid penetration of variable renewable resources," Applied Energy, Elsevier, vol. 134(C), pages 75-89.
    23. Ma, Tao & Yang, Hongxing & Lu, Lin, 2014. "A feasibility study of a stand-alone hybrid solar–wind–battery system for a remote island," Applied Energy, Elsevier, vol. 121(C), pages 149-158.
    24. Lund, H., 2006. "Large-scale integration of optimal combinations of PV, wind and wave power into the electricity supply," Renewable Energy, Elsevier, vol. 31(4), pages 503-515.
    25. Denholm, Paul & Margolis, Robert M., 2007. "Evaluating the limits of solar photovoltaics (PV) in traditional electric power systems," Energy Policy, Elsevier, vol. 35(5), pages 2852-2861, May.
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