Fundamental study on the application of Just-In-Time Modeling to wind power estimation

Shinji Wakao, Daisuke Hosogoshi, Tugio Yamamura

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

    2 Citations (Scopus)

    Abstract

    In order to reduce the fluctuation of wind power output, researches on installation of storage batteries to wind power generation have been conducted. But in order to efficiently perform the charge and discharge control of storage battery, accurate estimation of wind power is required. Generally, power curve, a characteristic curve of wind power output vs. wind speed, is used for the estimation. In our research, we propose a simple and high-precision modeling method (Just-In-Time Modeling). Finally, Just-In-Time Modeling is further proved to be a more effective method through computational simulations: short-term forecasts are also discussed.

    Original languageEnglish
    Title of host publicationEuropean Wind Energy Conference and Exhibition 2006, EWEC 2006
    Pages412-416
    Number of pages5
    Volume1
    Publication statusPublished - 2006
    EventEuropean Wind Energy Conference and Exhibition 2006, EWEC 2006 - Athens
    Duration: 2006 Feb 272006 Mar 2

    Other

    OtherEuropean Wind Energy Conference and Exhibition 2006, EWEC 2006
    CityAthens
    Period06/2/2706/3/2

    Fingerprint

    Wind power
    Power generation

    Keywords

    • Just-In-Time Modeling
    • Short-term wind power forecast
    • Stepwise regression
    • Wind power estimation

    ASJC Scopus subject areas

    • Energy Engineering and Power Technology
    • Renewable Energy, Sustainability and the Environment

    Cite this

    Wakao, S., Hosogoshi, D., & Yamamura, T. (2006). Fundamental study on the application of Just-In-Time Modeling to wind power estimation. In European Wind Energy Conference and Exhibition 2006, EWEC 2006 (Vol. 1, pp. 412-416)

    Fundamental study on the application of Just-In-Time Modeling to wind power estimation. / Wakao, Shinji; Hosogoshi, Daisuke; Yamamura, Tugio.

    European Wind Energy Conference and Exhibition 2006, EWEC 2006. Vol. 1 2006. p. 412-416.

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

    Wakao, S, Hosogoshi, D & Yamamura, T 2006, Fundamental study on the application of Just-In-Time Modeling to wind power estimation. in European Wind Energy Conference and Exhibition 2006, EWEC 2006. vol. 1, pp. 412-416, European Wind Energy Conference and Exhibition 2006, EWEC 2006, Athens, 06/2/27.
    Wakao S, Hosogoshi D, Yamamura T. Fundamental study on the application of Just-In-Time Modeling to wind power estimation. In European Wind Energy Conference and Exhibition 2006, EWEC 2006. Vol. 1. 2006. p. 412-416
    Wakao, Shinji ; Hosogoshi, Daisuke ; Yamamura, Tugio. / Fundamental study on the application of Just-In-Time Modeling to wind power estimation. European Wind Energy Conference and Exhibition 2006, EWEC 2006. Vol. 1 2006. pp. 412-416
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