Operation design of PV system with storage battery by using next-day residential load forecast

Yusuke Goto, Takanobu Suzuki, Takahiro Shimoo, Takayoshi Hayashi, Shinji Wakao

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Citations (Scopus)

    Abstract

    Recently, many people in the world pay attention to the renewable energy and a photovoltaic system becomes especially worthy for the future of the earth. In this paper, we investigate the operation of PV system with storage battery by using next-day residential load forecast. First, we propose the application of a simple and high-precision modeling method, i.e., Just-In-Time Modeling to the forecast of residential load. And we carry out the improvement in predictive accuracy by the input selection and the weighting method. Next, we simulate the operation of PV system with storage battery by using the load forecast information. The result shows that the introduction of load forecast into PV system operation contributes to environmental conservation and reduction of operating cost.

    Original languageEnglish
    Title of host publicationConference Record of the IEEE Photovoltaic Specialists Conference
    Pages2369-2374
    Number of pages6
    DOIs
    Publication statusPublished - 2011
    Event37th IEEE Photovoltaic Specialists Conference, PVSC 2011 - Seattle, WA
    Duration: 2011 Jun 192011 Jun 24

    Other

    Other37th IEEE Photovoltaic Specialists Conference, PVSC 2011
    CitySeattle, WA
    Period11/6/1911/6/24

    Fingerprint

    Operating costs
    Conservation
    Earth (planet)

    ASJC Scopus subject areas

    • Electrical and Electronic Engineering
    • Control and Systems Engineering
    • Industrial and Manufacturing Engineering

    Cite this

    Goto, Y., Suzuki, T., Shimoo, T., Hayashi, T., & Wakao, S. (2011). Operation design of PV system with storage battery by using next-day residential load forecast. In Conference Record of the IEEE Photovoltaic Specialists Conference (pp. 2369-2374). [6186427] https://doi.org/10.1109/PVSC.2011.6186427

    Operation design of PV system with storage battery by using next-day residential load forecast. / Goto, Yusuke; Suzuki, Takanobu; Shimoo, Takahiro; Hayashi, Takayoshi; Wakao, Shinji.

    Conference Record of the IEEE Photovoltaic Specialists Conference. 2011. p. 2369-2374 6186427.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Goto, Y, Suzuki, T, Shimoo, T, Hayashi, T & Wakao, S 2011, Operation design of PV system with storage battery by using next-day residential load forecast. in Conference Record of the IEEE Photovoltaic Specialists Conference., 6186427, pp. 2369-2374, 37th IEEE Photovoltaic Specialists Conference, PVSC 2011, Seattle, WA, 11/6/19. https://doi.org/10.1109/PVSC.2011.6186427
    Goto Y, Suzuki T, Shimoo T, Hayashi T, Wakao S. Operation design of PV system with storage battery by using next-day residential load forecast. In Conference Record of the IEEE Photovoltaic Specialists Conference. 2011. p. 2369-2374. 6186427 https://doi.org/10.1109/PVSC.2011.6186427
    Goto, Yusuke ; Suzuki, Takanobu ; Shimoo, Takahiro ; Hayashi, Takayoshi ; Wakao, Shinji. / Operation design of PV system with storage battery by using next-day residential load forecast. Conference Record of the IEEE Photovoltaic Specialists Conference. 2011. pp. 2369-2374
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