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Analysis of Smart Meter Electricity Consumption Data for PV Storage in the UK

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  • Quentin Raillard-Cazanove

    (Centre for Renewable Energy Systems Technology, Loughborough University, Loughborough LE11 3TU, UK
    Center PERSEE, MINES Paris, PSL University, Rue Claude Daunesse, 06904 Sophia Antipolis, France)

  • Edward Barbour

    (Centre for Renewable Energy Systems Technology, Loughborough University, Loughborough LE11 3TU, UK)

Abstract

Solar PV and battery energy storage (BES) costs for domestic consumers are constantly diminishing. On top of this, the end of the Feed-in-Tariff programme has significantly increased interest in combined PV + BES systems. In this paper, we explore the economics of domestic PV + BES systems, extending the current literature on the topic via the use of a large smart meter dataset and a demographic comparison. Predictably, time-varying tariffs and higher electricity prices generally strengthen the economic arguments for PV + BES systems, however our consumption data yields a wide range of Net Present Values for different consumers. In terms of demographics, we find that batteries are more favourable for more affluent households due to their larger consumption levels, though profitability becomes more uniform if the batteries are tailored to individual households. This is an important point for policy, since it indicates that if PV + BES systems become widely profitable this is unlikely to help the financial situation of lower-income households.

Suggested Citation

  • Quentin Raillard-Cazanove & Edward Barbour, 2022. "Analysis of Smart Meter Electricity Consumption Data for PV Storage in the UK," Energies, MDPI, vol. 15(10), pages 1-15, May.
    • Handle: RePEc:gam:jeners:v:15:y:2022:i:10:p:3732-:d:819211
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    References listed on IDEAS

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    1. Yunusov, Timur & Torriti, Jacopo, 2021. "Distributional effects of Time of Use tariffs based on electricity demand and time use," Energy Policy, Elsevier, vol. 156(C).
    2. Burns, Kelly & Mountain, Bruce, 2021. "Do households respond to Time-Of-Use tariffs? Evidence from Australia," Energy Economics, Elsevier, vol. 95(C).
    3. Gil, Gemma Oliver & Chowdhury, Jahedul Islam & Balta-Ozkan, Nazmiye & Hu, Yukun & Varga, Liz & Hart, Phil, 2021. "Optimising renewable energy integration in new housing developments with low carbon technologies," Renewable Energy, Elsevier, vol. 169(C), pages 527-540.
    4. Schopfer, S. & Tiefenbeck, V. & Staake, T., 2018. "Economic assessment of photovoltaic battery systems based on household load profiles," Applied Energy, Elsevier, vol. 223(C), pages 229-248.
    5. Castaneda, Monica & Zapata, Sebastian & Cherni, Judith & Aristizabal, Andres J. & Dyner, Isaac, 2020. "The long-term effects of cautious feed-in tariff reductions on photovoltaic generation in the UK residential sector," Renewable Energy, Elsevier, vol. 155(C), pages 1432-1443.
    6. Barbour, Edward & González, Marta C., 2018. "Projecting battery adoption in the prosumer era," Applied Energy, Elsevier, vol. 215(C), pages 356-370.
    7. Zakeri, Behnam & Cross, Samuel & Dodds, Paul.E. & Gissey, Giorgio Castagneto, 2021. "Policy options for enhancing economic profitability of residential solar photovoltaic with battery energy storage," Applied Energy, Elsevier, vol. 290(C).
    8. Karakaya, Emrah & Sriwannawit, Pranpreya, 2015. "Barriers to the adoption of photovoltaic systems: The state of the art," Renewable and Sustainable Energy Reviews, Elsevier, vol. 49(C), pages 60-66.
    9. O'Shaughnessy, Eric & Cutler, Dylan & Ardani, Kristen & Margolis, Robert, 2018. "Solar plus: A review of the end-user economics of solar PV integration with storage and load control in residential buildings," Applied Energy, Elsevier, vol. 228(C), pages 2165-2175.
    10. Ciwei Dong & Chi To Ng & T. C. E. Cheng, 2017. "Electricity Time-of-Use Tariff with Stochastic Demand," Production and Operations Management, Production and Operations Management Society, vol. 26(1), pages 64-79, January.
    11. Ambrosio-Albala, P. & Upham, P. & Bale, C.S.E. & Taylor, P.G., 2020. "Exploring acceptance of decentralised energy storage at household and neighbourhood scales: A UK survey," Energy Policy, Elsevier, vol. 138(C).
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