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How do changes in climate and consumption loads affect residential PV coupled battery energy systems?

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  • Reimuth, Andrea
  • Locherer, Veronika
  • Danner, Martin
  • Mauser, Wolfram

Abstract

Weather conditions and domestic consumption belong to the essential boundary conditions in the optimal dimensioning of residential battery storage systems. In future, both factors will undergo transitions due to climate change and efficiency enhancement of domestic appliances. This study seeks to assess potential developments in climate and consumption loads on the battery flows and residual loads for the near-time future. For this purpose, a land surface processes model with an integrated domestic energy system component is applied. Three scenarios project changes in consumption loads and meteorological conditions for the year 2040. The study area includes 4906 buildings located in the south of Germany. The results show a general rise of grid feed-in rates between 21% and 27% due to increased photovoltaic production. Climate change is expected to raise battery utilization during the winter months, whereas decreasing effects from efficiency enhancement dominate in the summer. The self-consumption rate declines between 4% and 12%, whereas self-sufficiency rises up to 6%. Consequently, in the assessment of battery dimensioning approaches maximizing self-consumption or profitability, we recommend including the shifts in battery utilization and residual loads arising from future changes in climate and consumption loads.

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  • Reimuth, Andrea & Locherer, Veronika & Danner, Martin & Mauser, Wolfram, 2020. "How do changes in climate and consumption loads affect residential PV coupled battery energy systems?," Energy, Elsevier, vol. 198(C).
  • Handle: RePEc:eee:energy:v:198:y:2020:i:c:s0360544220304461
    DOI: 10.1016/j.energy.2020.117339
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    1. Talent, Orlando & Du, Haiping, 2018. "Optimal sizing and energy scheduling of photovoltaic-battery systems under different tariff structures," Renewable Energy, Elsevier, vol. 129(PA), pages 513-526.
    2. Sharma, Vanika & Haque, Mohammed H. & Aziz, Syed Mahfuzul, 2019. "Energy cost minimization for net zero energy homes through optimal sizing of battery storage system," Renewable Energy, Elsevier, vol. 141(C), pages 278-286.
    3. Li, Jiaming, 2019. "Optimal sizing of grid-connected photovoltaic battery systems for residential houses in Australia," Renewable Energy, Elsevier, vol. 136(C), pages 1245-1254.
    4. Moshövel, Janina & Kairies, Kai-Philipp & Magnor, Dirk & Leuthold, Matthias & Bost, Mark & Gährs, Swantje & Szczechowicz, Eva & Cramer, Moritz & Sauer, Dirk Uwe, 2015. "Analysis of the maximal possible grid relief from PV-peak-power impacts by using storage systems for increased self-consumption," Applied Energy, Elsevier, vol. 137(C), pages 567-575.
    5. Müller, Johannes & Folini, Doris & Wild, Martin & Pfenninger, Stefan, 2019. "CMIP-5 models project photovoltaics are a no-regrets investment in Europe irrespective of climate change," Energy, Elsevier, vol. 171(C), pages 135-148.
    6. Koskela, Juha & Rautiainen, Antti & Järventausta, Pertti, 2019. "Using electrical energy storage in residential buildings – Sizing of battery and photovoltaic panels based on electricity cost optimization," Applied Energy, Elsevier, vol. 239(C), pages 1175-1189.
    7. Gomez-Gonzalez, M. & Hernandez, J.C. & Vera, D. & Jurado, F., 2020. "Optimal sizing and power schedule in PV household-prosumers for improving PV self-consumption and providing frequency containment reserve," Energy, Elsevier, vol. 191(C).
    8. Nyholm, Emil & Goop, Joel & Odenberger, Mikael & Johnsson, Filip, 2016. "Solar photovoltaic-battery systems in Swedish households – Self-consumption and self-sufficiency," Applied Energy, Elsevier, vol. 183(C), pages 148-159.
    9. Nejat, Payam & Jomehzadeh, Fatemeh & Taheri, Mohammad Mahdi & Gohari, Mohammad & Abd. Majid, Muhd Zaimi, 2015. "A global review of energy consumption, CO2 emissions and policy in the residential sector (with an overview of the top ten CO2 emitting countries)," Renewable and Sustainable Energy Reviews, Elsevier, vol. 43(C), pages 843-862.
    10. Reimuth, Andrea & Prasch, Monika & Locherer, Veronika & Danner, Martin & Mauser, Wolfram, 2019. "Influence of different battery charging strategies on residual grid power flows and self-consumption rates at regional scale," Applied Energy, Elsevier, vol. 238(C), pages 572-581.
    11. Detlef Vuuren & Jae Edmonds & Mikiko Kainuma & Keywan Riahi & Allison Thomson & Kathy Hibbard & George Hurtt & Tom Kram & Volker Krey & Jean-Francois Lamarque & Toshihiko Masui & Malte Meinshausen & N, 2011. "The representative concentration pathways: an overview," Climatic Change, Springer, vol. 109(1), pages 5-31, November.
    Full references (including those not matched with items on IDEAS)

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    2. Besagni, Giorgio & Premoli Vilà, Lidia & Borgarello, Marco & Trabucchi, Andrea & Merlo, Marco & Rodeschini, Jacopo & Finazzi, Francesco, 2021. "Electrification pathways of the Italian residential sector under socio-demographic constrains: Looking towards 2040," Energy, Elsevier, vol. 217(C).
    3. Rosa Francesca De Masi & Valentino Festa & Antonio Gigante & Margherita Mastellone & Silvia Ruggiero & Giuseppe Peter Vanoli, 2021. "Effect of Climate Changes on Renewable Production in the Mediterranean Climate: Case Study of the Energy Retrofit for a Detached House," Sustainability, MDPI, vol. 13(16), pages 1-28, August.

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