Development of integrated simulator for energy management assistance in electrical power distribution system with a large amount of photovoltaics

• Project/Area Number: 23360128
• Research Category: Grant-in-Aid for Scientific Research (B)
• Allocation Type: Single-year Grants
• Section: 一般
• 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)
• Co-Investigator(Kenkyū-buntansha): HAYASHI Yasuhiro 早稲田大学, 理工学術院, 教授 (40257209)
• Project Period (FY): 2011-04-01 – 2014-03-31
• Project Status: Completed (Fiscal Year 2013)
• Budget Amount: ¥13,260,000 (Direct Cost: ¥10,200,000、Indirect Cost: ¥3,060,000); Fiscal Year 2013: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000); Fiscal Year 2012: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000); Fiscal Year 2011: ¥7,800,000 (Direct Cost: ¥6,000,000、Indirect Cost: ¥1,800,000)
• Keywords: 太陽光発電 / 住宅負荷 / 予測 / モデリング / 最適送出電圧制御 / 最適構成制御 / 電圧不平衡率 / 変圧器タップ切替 / 最適送出電圧制御手法 / 最適構成制御手法 / 最大電圧不平衡率 / 最適送出制御手法

Research Abstract

The novel cooperative operation of the centralized voltage control method and the optimal sectionalizing switch control method was developed for realizing the mass introduction of photovoltaics into electrical power distribution systems against a backdrop of energy and environmental problems.
For the proposed operation design, we also developed the integrated numerical simulator consisting of the modeling method of system components and the decision support method of system operation as well as the design optimization method. We verified the effectiveness of the developed operation through both the numerical simulations and the experiments carried out with the grid simulator that could simulate actual machine characteristics difficult to model in the numerical simulations.

Research Products

• [Journal Article] Evaluation of V oltage Control Effect for Data Acquisition Period Length from SCADA with IT Switches (2013)
  • Author(s): T . Udagawa,Y.Hayashi, N. Takahashi, Y.Matsuura, T . Morita, M. Minami
  • Journal Title: Journal of International Council on Electrical Engineering (JICEE) Volume: Vol.3,No.2 Issue: 2 Pages: 146-152
  • DOI: 10.5370/jicee.2013.3.2.146
  • Peer Reviewed
• [Journal Article] 不感帯制御 SVC による配電系統の動的電圧制御手法 (2013)
  • Author(s): 高橋尚之, 林 泰弘
  • Journal Title: 電気学会論文誌 B Volume: Vol.133,No.4 Pages: 396-403
  • NAID: 10031161261
  • Peer Reviewed
• [Journal Article] Transmission and Distribution Losses Minimization using Hierarchy Control Method of Transmission System Circuit Breakers and Distribution System Switches for Various PV Penetration Cases (2013)
  • Author(s): 高橋尚之, 林 泰弘
  • Journal Title: IEEJ Transactions on Power and Energy Volume: 133 Issue: 4 Pages: 383-395
  • DOI: 10.1541/ieejpes.133.383
  • NAID: 10031161260
  • ISSN: 0385-4213, 1348-8147
  • Peer Reviewed
• [Journal Article] Evaluation of Voltage Control Effect of Acquisition Period for IT Switch Data (2013)
  • Author(s): 宇田川 剛,, 林 泰弘, 高橋尚之, 松浦康 雄, 森田智比古, 南 雅弘
  • Journal Title: IEEJ Transactions on Power and Energy Volume: 133 Issue: 4 Pages: 324-332
  • DOI: 10.1541/ieejpes.133.324
  • NAID: 10031161253
  • ISSN: 0385-4213, 1348-8147
  • Peer Reviewed
• [Journal Article] Proposal of Dynamic Voltage Control using SVC with Variable Dead Band in Distribution System (2013)
  • Author(s): 高橋尚之，林 泰弘
  • Journal Title: IEEJ Transactions on Power and Energy Volume: 133 Issue: 4 Pages: 396-403
  • DOI: 10.1541/ieejpes.133.396
  • NAID: 10031161261
  • ISSN: 0385-4213, 1348-8147
  • Peer Reviewed
• [Journal Article] A Fundamental Study on Spectrum Center Estimation of Solar Spectral Irradiation by the Statistical Pattern Recognition (2012)
  • Author(s): 飯嶋 彩, 鈴木一生, 若尾真治, 川崎憲広, 宇佐美章
  • Journal Title: IEEJ Transactions on Power and Energy Volume: 132 Issue: 2 Pages: 189-196
  • DOI: 10.1541/ieejpes.132.189
  • NAID: 10030525688
  • ISSN: 0385-4213, 1348-8147
  • Peer Reviewed
• [Journal Article] Method of Optimal Allocation of SVR in Distribution Feeders with Renewable Energy Sources (2012)
  • Author(s): S. Takahashi, Y. Hayashi, Y. Tsuj i, E, Kamiya
  • Journal Title: Journal of International Council on Electrical Engineering Volume: Vol.2 Pages: 159-165
  • Peer Reviewed
• [Journal Article] Experimental Analysis on Influences of Harmonic Voltage at High-Voltage Network on Harmonic Current at Medium-Voltage Network (2012)
  • Author(s): J. Inagaki, Y .Hayashi
  • Journal Title: Journal of Int'l Council on Electrical Engineering Volume: Vol.2 Pages: 146-152
  • Peer Reviewed
• [Journal Article] Method of Optimal Allocation of SVR in Distribution Feeders with Renewable Energy Sources (2012)
  • Author(s): S.Takahashi, Y.Hayashi, Y.Tsuji, E.Kamiya
  • Journal Title: Journal of International Council on Electrical Engineering Volume: 2 Pages: 159-165
  • Peer Reviewed
• [Journal Article] Experimental Analysis on Influences of Harmonic Voltage at High-Voltage Network on Harmonic Current at Medium-Voltage Network (2012)
  • Author(s): J.Inagaki, Y.Hayashi
  • Journal Title: Journal of International Council on Electrical Engineering Volume: 2 Pages: 146-152
  • Peer Reviewed
• [Journal Article] Forecast Method of Solar Irradiance with Just-In-Time Modeling (2011)
  • Author(s): 鈴木孝宣, 後藤悠主, 寺園隆宏, 若尾真治,大関 崇
  • Journal Title: IEEJ Transactions on Power and Energy Volume: 131 Issue: 11 Pages: 912-919
  • DOI: 10.1541/ieejpes.131.912
  • NAID: 10030525196
  • ISSN: 0385-4213, 1348-8147
  • Peer Reviewed
• [Presentation] PV 連系配電系統における電圧感度推定を用いた動的集中制御手法の基礎検討 (2014)
  • Author(s): 高橋 諒, 高橋尚之, 林 泰弘
  • Organizer: 平成26年電気学会全国大会
  • Place of Presentation: 愛媛大学
• [Presentation] 集中型配電系統電圧制御におけるセンサ開閉器の最適設置箇所の評価 (2014)
  • Author(s): 榎本恭平, 宇田川 剛, 高橋尚之, 林 泰弘,松浦康雄, 阿部勝也, 南 雅弘
  • Organizer: 平成26年電気学会全国大会
  • Place of Presentation: 愛媛大学
• [Presentation] 無効電力出力量削減を目的とした住宅用PCSによる動的電圧制御手法の開発 (2014)
  • Author(s): 三好龍之介，高橋尚之，林 泰弘
  • 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] PV連系配電系統における電圧感度推定を用いた動的集中制御手法の基礎検討 (2014)
  • Author(s): 高橋 諒，高橋尚之，林 泰弘
  • 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] 集中型配電系統電圧制御におけるセンサ開閉器の最適設置箇所の評価 (2014)
  • Author(s): 榎本恭平，宇田川 剛，高橋尚之，林 泰弘，松浦康雄，阿部勝也，南 雅弘
  • 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] Utilization of EV battery for load leveling with PV power (2013)
  • Author(s): K. Nishijima, S. Wakao
  • Organizer: 28th European Photovoltaic Solar Energy Conference and Exhibition (28th EUPVSEC)
  • Place of Presentation: Paris, France
• [Presentation] Economic effects of peak clipping by storage battery in PV installed residential area (2013)
  • Author(s): K. Uekusa, Y . Aoshima, S. Wakao, Y . Kude, N. Fujiwara
  • Organizer: 28th European Photovoltaic solar Energy Conference and Exhibition(28th EUPVSEC)
  • Place of Presentation: Paris, France
• [Presentation] Evaluation of the Effect of Solar Inverters Installed with Different Reactive Power Control Systems T ypes on the Distribution System (2013)
  • Author(s): M. Ryunosuke, R. T akahashi , N. T akahashi , Y . Hayashi , S. Ashidate
  • Organizer: the 23rd International Photovoltaic Science and Engineering Conference
  • Place of Presentation: Taipei, Taiwan
• [Presentation] PV 連系系統に対応した開閉器切替制御による電圧制御の検討 (2013)
  • Author(s): 大坪 敦, 高橋尚之, 林 泰弘
  • Organizer: 平成25年電気学会電力技術 ・ 電力系統技術合同研究会
  • Place of Presentation: 九州工業大学
• [Presentation] 住宅地域における蓄電池併設型 PV システムの PV 導入率等の条件変化に応じた最適化設計 (2013)
  • Author(s): 林 尚芳,若尾真治
  • Organizer: 平成 25年電気学会全国大会
  • Place of Presentation: 名古屋大学
• [Presentation] Economic effects of peak clipping by storage battery in PV installed residential area (2013)
  • Author(s): K. Uekusa, Y. Aoshima, S. Wakao, Y. Kude, N. Fujiwara
  • Organizer: 28th European Photovoltaic Solar Energy Conference and Exhibition (28th EUPVSEC)
  • Place of Presentation: Paris, France
• [Presentation] Optimized Voltage Control in Distribution System with PV Using Advanced Analog Simulator (2013)
  • Author(s): N. Takahashi, A. Otsubo, Y. Hayashi
  • Organizer: CIGRE SC C6 COLLOQUIUM 2013
  • Place of Presentation: Yokohama, Japan
• [Presentation] Evaluation of the Effect of Solar Inverters Installed with Different Reactive Power Control Systems Types on the Distribution System (2013)
  • Author(s): M. Ryunosuke , R. Takahashi , N. Takahashi , Y. Hayashi , S. Ashidate
  • Organizer: the 23rd International Photovoltaic Science and Engineering Conference
  • Place of Presentation: Taipei, Taiwan
• [Presentation] PCSによる無効電力制御が配電系統電圧制御に与える効果の実験的検証 (2013)
  • Author(s): 大坪 敦，高橋尚之，林 泰弘
  • Organizer: 平成25年電力・エネルギー部門大会
  • Place of Presentation: 朱鷺メッセ（新潟県）
• [Presentation] PV連系系統に対応した開閉器切替制御による電圧制御の検討 (2013)
  • Author(s): 大坪 敦, 高橋尚之, 林 泰弘
  • Organizer: 平成25年電気学会電力技術・電力系統技術合同研究会
  • Place of Presentation: 九州工業大学戸畑キャンパス（福岡県）
• [Presentation] Verification of Loss Reduction Effect on Loss Minimum Configuration of Distribution System by Zero-Suppressed Binary Decision Diagram (2013)
  • Author(s): T. Watanabe
  • Organizer: IEEE PES Innovative Smart Grid Technologies (ISGT）2013 Conference
  • Place of Presentation: Washington D.C., USA
• [Presentation] 住宅地域における蓄電池併設型PVシステムのPV導入率等の条件変化に応じた最適化設計 (2013)
  • Author(s): 林 尚芳
  • Organizer: 電気学会全国大会
  • Place of Presentation: 名古屋大学，愛知県
• [Presentation] LVRによる動的電圧制御方式導入効果の基礎検討 (2013)
  • Author(s): 高橋尚之
  • Organizer: 電気学会全国大会
  • Place of Presentation: 名古屋大学，愛知県
• [Presentation] 基幹系統構成が高調波電圧観測に及ぼす影響 (2013)
  • Author(s): 稲垣淳一
  • Organizer: 電気学会全国大会
  • Place of Presentation: 名古屋大学，愛知県
• [Presentation] 電圧予測を用いたSVCの集中型不感帯制御に基づく電圧制御手法 (2012)
  • Author(s): 高橋尚之, 林泰弘
  • Organizer: 電気学会全国大会
  • Place of Presentation: 広島工業大学(広島県)
  • Year and Date: 2012-03-21
• [Presentation] Centralized V oltage Control Method Using Plural D-ST A TCOM with Controllable Dead Band in Distribution System with Renewable Energy (2012)
  • Author(s): N. T akahashi, Y . Hayashi
  • Organizer: IEEE PES ISGT Europe 2012
  • Place of Presentation: Berlin, Germany
• [Presentation] Confidence estimation of solar radiation forecast with just-in time modelling (2012)
  • Author(s): T . Terazono, S. Wakao, S. Haoyang, H. Hino, N. Murata
  • Organizer: 27th European Photovoltaic Solar Energy Conference and Exhibition (27th EUPVSEC)
  • Place of Presentation: Frankfurt, Germany
• [Presentation] Multi-objective design of battery operation in a photovoltaic system by means of PV output and load power forecasts (2012)
  • Author(s): T. Hayashi, S. Wakao
  • Organizer: 27th European Photovoltaic Solar Energy Conference and Exhibition (27th EUPVSEC)
  • Place of Presentation: Frankfurt, Germany
• [Presentation] 送電系統遮断器と配電系統開閉器の協調制御による送配電損失最小化手法を用いた PV導入分布の違いによる損失削減 (2012)
  • Author(s): 渡辺喬之,藤本 悠,林 泰弘
  • Organizer: 平成 24年電気学会電力・エネルギー部門大会
  • Place of Presentation: 北海道大学
• [Presentation] Confidence Estimation of Solar Radiation Forecast with Just-In-Time Modeling (2012)
  • Author(s): T. Terazono
  • Organizer: 27th European Photovoltaic Solar Energy Conference (27th EUPVSEC)
  • Place of Presentation: Frankfurt, Germany
• [Presentation] Multi-Objective Design of Battery Operation in a Photovoltaic System by Means of PV Output and Load Power Forecasts (2012)
  • Author(s): T. Hayashi
  • Organizer: 27th European Photovoltaic Solar Energy Conference (27th EUPVSEC)
  • Place of Presentation: Frankfurt, Germany
• [Presentation] Centralized Voltage Control Method Using Plural D-STATCOM with Controllable Dead Band in Distribution System with Renewable Energy (2012)
  • Author(s): N. Takahashi
  • Organizer: IEEE PES ISGT Europe 2012
  • Place of Presentation: Berlin, Germany
• [Presentation] Experimental Verification of Advanced Voltage Control for Penetration of PV in Distribution System with IT Sectionalizing Switches (2012)
  • Author(s): Y. Hayashi
  • Organizer: CIGRE
  • Place of Presentation: Paris, France
• [Presentation] 集中型不感帯制御方式を用いたSVC による動的電圧制御の実験的検証 (2012)
  • Author(s): 高橋尚之
  • Organizer: 電気学会電力・エネルギー部門大会
  • Place of Presentation: 北海道大学，北海道
• [Presentation] 配電自動化システムの計測情報取得周期が配電系統電圧制御に与える影響の評価 (2012)
  • Author(s): 宇田川剛
  • Organizer: 電気学会電力・エネルギー部門大会
  • Place of Presentation: 北海道大学，北海道
• [Presentation] 送電系統遮断器と配電系統開閉器の協調制御による送配電損失最小化手法を用いたPV 導入分布の違いによる損失削減 (2012)
  • Author(s): 渡辺喬之
  • Organizer: 電気学会電力・エネルギー部門大会
  • Place of Presentation: 北海道大学，北海道
• [Presentation] PV・FC 併設住宅インバータの無効電力制御による系統電圧不平衡率の改善効果の評価 (2012)
  • Author(s): 大坪 敦
  • Organizer: 電気学会電力・エネルギー部門大会
  • Place of Presentation: 北海道大学，北海道
• [Presentation] LRT,SVR,SVC による協調型統合電圧制御手法の開発 (2012)
  • Author(s): 高橋尚之
  • Organizer: 電気学会電力技術・電力系統技術合同研究会
  • Place of Presentation: 東京大学，東京
• [Presentation] 太陽光発電システム連系系統に対応したLRT・SVR と開閉器による協調電圧制御の基礎検討 (2012)
  • Author(s): 大坪 敦
  • Organizer: 電気学会電力技術・電力系統技術合同研究会
  • Place of Presentation: 東京大学，東京
• [Presentation] Battery Design Optimization According to Reversal PV Power Flow Quantity from a Distributing Substation Bank (2011)
  • Author(s): T.Hayashi, S.Wakao
  • Organizer: PVSEC-21
  • Place of Presentation: Hilton Fukuoka Sea Hawk (Fukuoka)
  • Year and Date: 2011-11-29
• [Presentation] Estimation of Spectrum Center of Solar Irradiance by The Just-In-Time Modeling (2011)
  • Author(s): K.Suzuki, S.Wakao
  • Organizer: PVSEC-21
  • Place of Presentation: Hilton Fukuoka Sea Hawk (Fukuoka)
  • Year and Date: 2011-11-29
• [Presentation] Total PV Power Prediction over Wide Area by Using Just-In-Time Modeling (2011)
  • Author(s): T.Terazono, S.Wakao
  • Organizer: PVSEC-21
  • Place of Presentation: Hilton Fukuoka Sea Hawk (Fukuoka)
  • Year and Date: 2011-11-29
• [Presentation] Just-In-Time Modelingを用いた日射量予測における信頼度推定 (2011)
  • Author(s): 寺園隆宏, 若尾真冶, 沈浩洋, 日野英逸, 村田昇
  • Organizer: 電気学会新エネルギー・環境/メタボリズム社会・環境システム合同研究会
  • Place of Presentation: 北海道大学(北海道)
  • Year and Date: 2011-11-01
• [Presentation] 発電量および負荷最予測を利用したPVシステムにおける蓄電池運用法の多目的評価 (2011)
  • Author(s): 林尚芳, 若尾真治
  • Organizer: 電気学会新エネルギー・環境/メタボリズム社会・環境システム合同研究会
  • Place of Presentation: 北海道大学(北海道)
  • Year and Date: 2011-11-01
• [Presentation] 太陽光発電導入拡大に対応したSVRの最適配置と移設の決定手法 (2011)
  • Author(s): 高橋修平, 林泰弘, 辻祐毅, 神谷英志
  • Organizer: 電気学会電力技術・電力系統技術合同研究会
  • Place of Presentation: 大阪工業大学(大阪府)
  • Year and Date: 2011-09-29
• [Presentation] Operation Design of PV System with Storage Battery for EV Quick Charger at Small Retail Store (2011)
  • Author(s): S.Kinoshita, S.Wakao, J.Yamazaki, R.Tominaga, A.Shimizu
  • Organizer: 26th EUPVSEC
  • Place of Presentation: Hamburg (Germany)
  • Year and Date: 2011-09-05
• [Presentation] PV連系配電系統における電圧変化推定型不感帯可変SVCを用いた電圧制御手法 (2011)
  • Author(s): 高橋尚之, 林泰弘
  • Organizer: 電気学会電力・エネルギー部門大会
  • Place of Presentation: 福井大学(福井県)
  • Year and Date: 2011-09-01
• [Presentation] PV導入想定量とLRTとの協調制御を考慮したSVRの最適配置決定手法 (2011)
  • Author(s): 高橋修平, 林泰弘、辻祐毅, 神谷英志
  • Organizer: 電気学会電力・エネルギー部門大会
  • Place of Presentation: 福井大学(福井県)
  • Year and Date: 2011-09-01
• [Presentation] PV連系地点の電圧余裕を考慮した複数台SVCの最適設置箇所の評価 (2011)
  • Author(s): 小西啓佑, 林泰弘
  • Organizer: 電気学会電力・エネルギー部門大会
  • Place of Presentation: 福井大学(福井県)
  • Year and Date: 2011-09-01
• [Presentation] Real Time Failure-Analysis System on Residential Septic Tank Using Sensors (2011)
  • Author(s): N.Takahashi, Y.Hayashi
  • Organizer: 17th ICEE
  • Place of Presentation: Harbour Grand Kowloon (Hong Kong)
  • Year and Date: 2011-07-12
• [Presentation] Analysis Digital Data for Protection Relay Tasting on Transient Response Condition (2011)
  • Author(s): S.Yoshizawa, Y.Hayashi
  • Organizer: 17th ICEE
  • Place of Presentation: Harbour Grand Kowloon (Hong Kong)
  • Year and Date: 2011-07-12
• [Presentation] Optimal Cooperated Planning and Operation of Residential PV System and Battery Energy Storage System (2011)
  • Author(s): T.Watanabe, Y.Hayashi
  • Organizer: 17th ICEE
  • Place of Presentation: Harbour Grand Kowloon (Hong Kong)
  • Year and Date: 2011-07-11
• [Presentation] Operation Design of Hybrid PV and Fuel Cell System with Storage Battery (2011)
  • Author(s): R.Rakayama, S.Wakao
  • Organizer: 37th PVSC
  • Place of Presentation: Seattle (USA)
  • Year and Date: 2011-06-22
• [Presentation] Operation Design of PV System with Storage Battery by Using Next-Day Residential Load Forecast (2011)
  • Author(s): Y.Goto, T.Suzuki, T.Shimoo, T.Hayashi, S.Wakao
  • Organizer: 37th PVSC
  • Place of Presentation: Seattle (USA)
  • Year and Date: 2011-06-22
• [Presentation] Multi-Objective Optimization of Storage Battery Operation in Clustered Residential Grid-Interconnected PV (2011)
  • Author(s): S.Kinoshita, T.Shimoo, S.Wakao, Y.Miyamoto
  • Organizer: 17th PSCC
  • Place of Presentation: Stockholm (Sweden)
  • Year and Date: 2011-05-25
• [Presentation] Battery design optimization according to reversal PV power flow quantity from a distributing substation bank (2011)
  • Author(s): T . Hayashi, S. Wakao
  • Organizer: The 21st International Photovoltaic Science and Engineering Conference (PVSEC-21)
  • Place of Presentation: Fukuoka, JapanSep
• [Presentation] 発電量および負荷量予測を利用した PV システムにおける蓄電池運用法の多目的評価 (2011)
  • Author(s): 林 尚芳, 若尾真治
  • Organizer: 電気学会新エネルギー ・ 環境/メタボリズム社会 ・ 環境システム合同研究会
  • Place of Presentation: 北海道大学
• [Presentation] 太陽光発電導入拡大に対応した SVR の最適配置と移設の決定手法 (2011)
  • Author(s): 高橋修平, 林 泰弘, 辻 祐毅, 神谷英志
  • Organizer: 電気学会電力技術・電力系統技術合同研究会
  • Place of Presentation: 大阪工業大学
• [Presentation] Multi-objective optimization of storage battery operation in clustered residential grid-interconnected PV (2011)
  • Author(s): S. Kinoshita, T . Shimoo, S. Wakao, Y . Miyamoto
  • Organizer: 17th Power Systems Computation Conference (17th PSCC)
  • Place of Presentation: Stockholm, Sweden