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Optimal capacity and expansion planning methodology of PV and battery in smart house

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  • Yoza, Akihiro
  • Yona, Atsushi
  • Senjyu, Tomonobu
  • Funabashi, Toshihisa

Abstract

Due to the depletion of energy resources and global warming, renewable energies such as the solar collector (SC) and photovoltaic generation (PV), are gaining more widespread use in residential areas. In Japan, incentive to install these units for consumers is provided by governmental support with the introduction of feed-in tariffs (FIT) and governmental subsidies. Thus, it is possible to reduce electricity cost in houses using time-of-use (TOU) price and to get benefit from selling power generated by PV. Furthermore, investment costs of PV and battery systems are decreasing year by year; on however, the price of purchased power for consumers is increasing and the selling price by FIT is decreasing annually. Hence, it is important to reveal which year, at what capacity, and which system and appliances are best choices for the consumer. In this paper, an expansion planning model of PV and battery systems for the smart house is presented. The expansion planning period is 20 years and ranges from 2015 to 2035. The proposed method clarifies the optimal installation year, capacity and appliances during the twenty year period considering variable characteristics such as investment cost, selling price and purchasing price which change year by year.

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  • Yoza, Akihiro & Yona, Atsushi & Senjyu, Tomonobu & Funabashi, Toshihisa, 2014. "Optimal capacity and expansion planning methodology of PV and battery in smart house," Renewable Energy, Elsevier, vol. 69(C), pages 25-33.
  • Handle: RePEc:eee:renene:v:69:y:2014:i:c:p:25-33
    DOI: 10.1016/j.renene.2014.03.030
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    1. Alishahi, Ehsan & Moghaddam, Mohsen P. & Sheikh-El-Eslami, Mohammad K., 2011. "An investigation on the impacts of regulatory interventions on wind power expansion in generation planning," Energy Policy, Elsevier, vol. 39(8), pages 4614-4623, August.
    2. Yabe, Kuniaki & Shinoda, Yukio & Seki, Tomomichi & Tanaka, Hideo & Akisawa, Atsushi, 2012. "Market penetration speed and effects on CO2 reduction of electric vehicles and plug-in hybrid electric vehicles in Japan," Energy Policy, Elsevier, vol. 45(C), pages 529-540.
    3. Shafiee, Shahriar & Topal, Erkan, 2010. "A long-term view of worldwide fossil fuel prices," Applied Energy, Elsevier, vol. 87(3), pages 988-1000, March.
    4. Kim, Kyoung-Kuk & Lee, Chi-Guhn, 2012. "Evaluation and optimization of feed-in tariffs," Energy Policy, Elsevier, vol. 49(C), pages 192-203.
    5. Tanaka, Kenichi & Yoza, Akihiro & Ogimi, Kazuki & Yona, Atsushi & Senjyu, Tomonobu & Funabashi, Toshihisa & Kim, Chul-Hwan, 2012. "Optimal operation of DC smart house system by controllable loads based on smart grid topology," Renewable Energy, Elsevier, vol. 39(1), pages 132-139.
    6. Candelise, Chiara & Winskel, Mark & Gross, Robert J.K., 2013. "The dynamics of solar PV costs and prices as a challenge for technology forecasting," Renewable and Sustainable Energy Reviews, Elsevier, vol. 26(C), pages 96-107.
    7. Wirl, Franz, 1989. "Optimal capacity expansion of hydro power plants," Energy Economics, Elsevier, vol. 11(2), pages 133-136, April.
    8. Grosjean, Camille & Miranda, Pamela Herrera & Perrin, Marion & Poggi, Philippe, 2012. "Assessment of world lithium resources and consequences of their geographic distribution on the expected development of the electric vehicle industry," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(3), pages 1735-1744.
    9. Doherty, Ronan & O'Malley, Mark, 2011. "The efficiency of Ireland's Renewable Energy Feed-In Tariff (REFIT) for wind generation," Energy Policy, Elsevier, vol. 39(9), pages 4911-4919, September.
    10. de La Tour, Arnaud & Glachant, Matthieu & Ménière, Yann, 2013. "Predicting the costs of photovoltaic solar modules in 2020 using experience curve models," Energy, Elsevier, vol. 62(C), pages 341-348.
    11. Sharan, Ishan & Balasubramanian, R., 2012. "Integrated generation and transmission expansion planning including power and fuel transportation constraints," Energy Policy, Elsevier, vol. 43(C), pages 275-284.
    12. Cherrington, R. & Goodship, V. & Longfield, A. & Kirwan, K., 2013. "The feed-in tariff in the UK: A case study focus on domestic photovoltaic systems," Renewable Energy, Elsevier, vol. 50(C), pages 421-426.
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