Development of storage battery management method based on PV output forecast for electrical power distribution system with a large amount of PV

• Project/Area Number: 25630115
• Research Category: Grant-in-Aid for Challenging Exploratory Research
• Allocation Type: Multi-year Fund
• Research Field: Power engineering/Power conversion/Electric machinery
• Research Institution: Waseda University
• Principal Investigator: WAKAO Shinji 早稲田大学, 理工学術院, 教授 (70257210)
• Project Period (FY): 2013-04-01 – 2016-03-31
• Project Status: Completed (Fiscal Year 2015)
• Budget Amount: ¥3,770,000 (Direct Cost: ¥2,900,000、Indirect Cost: ¥870,000); Fiscal Year 2015: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000); Fiscal Year 2014: ¥780,000 (Direct Cost: ¥600,000、Indirect Cost: ¥180,000); Fiscal Year 2013: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
• Keywords: 太陽光発電 / 日射予測 / 予測信頼区間 / 蓄エネルギー / 多目的最適化

Outline of Final Research Achievements

The storage battery management method based on photovoltaic (PV) output forecast was developed for realizing the mass introduction of PV into electrical power distribution systems with a background of energy and environmental problems. To carry out the efficient energy management of battery, we developed the integrated numerical simulator consisting of the PV output forecast method and the decision support method of battery operation as well as the optimization method of charging and discharging control. We also verified the effectiveness of the developed battery operation through the numerical simulations.

Research Products

• [Journal Article] Estimation Method of Prediction Interval of Solar Irradiance Based on Just-In-Time Modeling for Photovoltaic Output Prediction (2015)
  • Author(s): 山嵜朋秀，本間隼人，若尾真治，藤本悠，林泰弘
  • Journal Title: IEEJ Transactions on Power and Energy Volume: 135 Issue: 3 Pages: 160-167
  • DOI: 10.1541/ieejpes.135.160
  • NAID: 130004869842
  • ISSN: 0385-4213, 1348-8147
  • Peer Reviewed
• [Journal Article] Error Effect of PV Output and Load Power Forecast on Operation Design of PV System with Storage Battery (2013)
  • Author(s): 林 尚芳，下尾高廣，若尾真治
  • Journal Title: IEEJ Transactions on Power and Energy Volume: 133 Issue: 11 Pages: 903-909
  • DOI: 10.1541/ieejpes.133.903
  • NAID: 130003382872
  • ISSN: 0385-4213, 1348-8147
  • Peer Reviewed
• [Presentation] Improvement of prediction interval estimation algorithm with Just-In-Time Modeling for PV system operation (2015)
  • Author(s): T. Yamazaki, S. Wakao, Y. Fujimoto, Y. Hayashi
  • Organizer: The 42nd IEEE Photovoltaic Specialists Conference (the 42nd IEEE PVSC)
  • Place of Presentation: New Orleans, USA
  • Year and Date: 2015-06-14
  • Int'l Joint Research
• [Presentation] Energy management method with PV and storage battery by optimal combination of various control modes (2014)
  • Author(s): T. Matsuyuki, S. Wakao, T. Iwato, T. Tanaka, Y. Kanai, N. Yamashita
  • Organizer: The 6th World Conference on Photovoltaic Energy Conversion
  • Place of Presentation: Kyoto, Japan
  • Year and Date: 2014-11-23 – 2014-11-27
• [Presentation] Application of PV output prediction interval to battery operation of green base stations (2014)
  • Author(s): T. Yamazaki, Y. Hara, S. Wakao, Y. Fujimoto, Y. Hayashi, K. Nukada, T. Tamura, M. Takahata
  • Organizer: The 6th World Conference on Photovoltaic Energy Conversion
  • Place of Presentation: Kyoto, Japan
  • Year and Date: 2014-11-23 – 2014-11-27
• [Presentation] Robust battery operation of green base stations considering forecast of PV output (2014)
  • Author(s): Y. Hara, T. Yamazaki, S. Wakao, K. Nukada, T. Tamura, M. Takahata
  • Organizer: The 6th World Conference on Photovoltaic Energy Conversion
  • Place of Presentation: Kyoto, Japan
  • Year and Date: 2014-11-23 – 2014-11-27
• [Presentation] Multi-objective battery operation of green base transceiver station by utilizing of PV power forecast (2014)
  • Author(s): Y. Hara, T. Yamazaki, S. Wakao, K. Nukada, T. Tamura, M. Takahata
  • Organizer: 29th European PV Solar Energy Conference and Exhibition
  • Place of Presentation: Amsterdam, Netherland
  • Year and Date: 2014-09-22 – 2014-09-26
• [Presentation] Constant-ratio reversal power flow control of EV battery for redressing inequality in the case of mass introduction of large amount of PV system (2014)
  • Author(s): T. Matuyuki, S. Wakao, T. Iwato, Y. Kanai, T. Babasaki
  • Organizer: 29th European PV Solar Energy Conference and Exhibition
  • Place of Presentation: Amsterdam, Netherland
  • Year and Date: 2014-09-22 – 2014-09-26
• [Presentation] Estimation method of prediction interval of forecasted solar irradiance with Just-In-Time modeling (2014)
  • Author(s): T. Yamazaki, H. Homma, S. Wakao, Y. Fujimoto
  • Organizer: Grand Renewable Energy 2014
  • Place of Presentation: Tokyo, Japan
  • Year and Date: 2014-07-27 – 2014-08-01
• [Presentation] PV大量導入時の不平等性解消に向けたEVバッテリーによる定比率逆潮流制御 (2014)
  • Author(s): 松雪 峻，若尾真治，岩戸 健，金井康通，馬場崎忠利
  • Organizer: 平成26年電気学会全国大会
  • Place of Presentation: 愛媛大学城北キャンパス（愛媛県）
• [Presentation] Charge and discharge control of electric vehicle in PV system with PV output and load power forecast information (2013)
  • Author(s): T. Hayashi, T. Matsuyuki, S. Wakao, J. Inamori, T. Babasaki
  • Organizer: 28th European Photovoltaic Solar Energy Conference and Exhibition (28th EUPVSEC)
  • Place of Presentation: Paris, France
• [Presentation] 太陽光発電システムにおける発電量予測および残存SOC情報を活用した蓄電理運用 (2013)
  • Author(s): 松雪 峻，若尾真治
  • Organizer: 日本太陽エネルギー学会・日本風力エネルギー学会合同研究発表会
  • Place of Presentation: 沖縄県市町村自治会館（那覇市）
• [Presentation] PV発電量予測の活用によるグリーン無線通信基地局における蓄電池運用の多目的化 (2013)
  • Author(s): 原 嘉彦，山嵜朋秀，若尾真治
  • Organizer: 日本太陽エネルギー学会・日本風力エネルギー学会合同研究発表会
  • Place of Presentation: 沖縄県市町村自治会館（那覇市）
• [Presentation] MSM-GPVデータを用いた各種日射量予測手法の比較検討 (2013)
  • Author(s): 本間隼人，若尾真治
  • Organizer: 日本太陽エネルギー学会・日本風力エネルギー学会合同研究発表会
  • Place of Presentation: 沖縄県市町村自治会館（那覇市）