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Optimum sizing of PV-attached electricity storage according to power market signals – A case study for Germany and Italy

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  • Zucker, Andreas
  • Hinchliffe, Timothée

Abstract

This paper investigates the business case of power storage attached to PV generation from the perspective of an aggregator trading power on wholesale markets and possibly supplying household customers. The profitability and an optimum storage configuration are determined for two European regions: Baden-Wuerttemberg in Germany and Puglia in Italy based on wholesale price data and solar irradiation data for the years 2007–2011. During this period of time and under the assumptions made, adding storage to a portfolio of PV generators would not have constituted a business case for Baden-Wuerttemberg while profitability could have been reached for Puglia. However, the return of PV-attached storage that could have been achieved in Puglia during the years 2007–2011 is below levels typically required by companies operating on wholesale markets (deregulated power generators or traders) as those market participants’ capital costs are usually significantly higher than borrowing costs of the state. Storage proved to be financially more attractive in cases where severe grid constraints lead to significant levels of curtailment provided that the associated losses would not be financially compensated. This could pose a risk to any investor as grid upgrades would eventually erode the revenues. Restricting the storage to PV energy only (i.e. without the possibility to do arbitrage on markets) depresses the business case and is generally unprofitable, except but for situations of severe grid bottlenecks. The picture does not change significantly if a consumption portfolio is added. In order to reach profitability, the energy related CAPEX will have to fall to a range of 100–150€/kWh. The optimal storage configuration depends on its usage and does not exceed 5h of discharge at full power with the discharging power limited to 40% of the nominal PV capacity.

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  • Zucker, Andreas & Hinchliffe, Timothée, 2014. "Optimum sizing of PV-attached electricity storage according to power market signals – A case study for Germany and Italy," Applied Energy, Elsevier, vol. 127(C), pages 141-155.
    • Handle: RePEc:eee:appene:v:127:y:2014:i:c:p:141-155
    DOI: 10.1016/j.apenergy.2014.04.038
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    as
    1. He, Xian & Delarue, Erik & D'haeseleer, William & Glachant, Jean-Michel, 2011. "A novel business model for aggregating the values of electricity storage," Energy Policy, Elsevier, vol. 39(3), pages 1575-1585, March.
    2. 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.
    3. Peter Cramton & Axel Ockenfels, 2012. "Economics and Design of Capacity Markets for the Power Sector," Papers of Peter Cramton 12cocap, University of Maryland, Department of Economics - Peter Cramton, revised 2012.
    4. Mulder, Grietus & Six, Daan & Claessens, Bert & Broes, Thijs & Omar, Noshin & Mierlo, Joeri Van, 2013. "The dimensioning of PV-battery systems depending on the incentive and selling price conditions," Applied Energy, Elsevier, vol. 111(C), pages 1126-1135.
    5. Hirth, Lion, 2013. "The market value of variable renewables," Energy Economics, Elsevier, vol. 38(C), pages 218-236.
    6. McKenna, Eoghan & McManus, Marcelle & Cooper, Sam & Thomson, Murray, 2013. "Economic and environmental impact of lead-acid batteries in grid-connected domestic PV systems," Applied Energy, Elsevier, vol. 104(C), pages 239-249.
    7. Catenacci, Michela & Verdolini, Elena & Bosetti, Valentina & Fiorese, Giulia, 2013. "Going electric: Expert survey on the future of battery technologies for electric vehicles," Energy Policy, Elsevier, vol. 61(C), pages 403-413.
    8. Lion Hirth, 2013. "The Market Value of Variable Renewables. The Effect of Solar and Wind Power Variability on their Relative Price," RSCAS Working Papers 2013/36, European University Institute.
    9. 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.
    10. Sioshansi, Ramteen & Denholm, Paul & Jenkin, Thomas, 2011. "A comparative analysis of the value of pure and hybrid electricity storage," Energy Economics, Elsevier, vol. 33(1), pages 56-66, January.
    11. Mohring, Alexandra & Michaelis, Julia, 2013. "Techno-ökonomische Bewertung von Stromspeichern im Niederspannungsnetz," Working Papers "Sustainability and Innovation" S4/2013, Fraunhofer Institute for Systems and Innovation Research (ISI).
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