Error effect of PV output and load power forecast on operation design of PV system with storage battery

Takayoshi Hayashi, Takahiro Shimoo, Shinji Wakao

    Research output: Contribution to journalArticle

    3 Citations (Scopus)

    Abstract

    In the past, we have proposed some battery operations in a photovoltaic (PV) system using the PV output and load power forecasts. In the proposed method, we utilized multi-objective optimization for a residential area model that includes a large number of PV systems with storage batteries. To practically demonstrate that the proposed operation effectively improves the economic and environmental efficiencies, it is indispensable to evaluate the forecast error effects on operation design of PV system with storage battery. In this paper, we propose a method for evaluating the robustness of battery operation taking account of the statistical characteristics of forecast errors. Some numerical examples, which show the validity of the proposed method, are also presented.

    Original languageEnglish
    Pages (from-to)903-909
    Number of pages7
    JournalIEEJ Transactions on Power and Energy
    Volume133
    Issue number11
    DOIs
    Publication statusPublished - 2013

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    Multiobjective optimization
    Economics

    Keywords

    • Forecast error
    • Multi-objective optimization
    • Photovoltaic power generation
    • Pv output and load power forecast
    • Scatter plot matrix
    • Storage battery

    ASJC Scopus subject areas

    • Electrical and Electronic Engineering
    • Energy Engineering and Power Technology

    Cite this

    Error effect of PV output and load power forecast on operation design of PV system with storage battery. / Hayashi, Takayoshi; Shimoo, Takahiro; Wakao, Shinji.

    In: IEEJ Transactions on Power and Energy, Vol. 133, No. 11, 2013, p. 903-909.

    Research output: Contribution to journalArticle

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