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 Nov 11

Keywords

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

ASJC Scopus subject areas

  • Energy Engineering and Power Technology
  • Electrical and Electronic Engineering

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