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Evaluation and Analysis of Power Systems with Demand Response

Research Project

Project/Area Number 26282086
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionHiroshima University

Principal Investigator

Nishizaki Ichiro  広島大学, 工学研究科, 教授 (80231504)

Co-Investigator(Kenkyū-buntansha) 林田 智弘  広島大学, 工学研究科, 准教授 (20432685)
関崎 真也  広島大学, 工学研究科, 助教 (70724897)
Project Period (FY) 2014-04-01 – 2019-03-31
Project Status Completed (Fiscal Year 2018)
Budget Amount *help
¥13,390,000 (Direct Cost: ¥10,300,000、Indirect Cost: ¥3,090,000)
Fiscal Year 2018: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2017: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2016: ¥2,860,000 (Direct Cost: ¥2,200,000、Indirect Cost: ¥660,000)
Fiscal Year 2015: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Fiscal Year 2014: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Keywordsデマンドレスポンス / 電力システム / 2レベル数理計画問題 / 確率計画問題 / エージェントベース・シミュレーション / 電力市場
Outline of Final Research Achievements

We formulated an electricity market model between a single electricity retailer and three consumer groups of general household, commercial firms, and manufacturers as a two-level stochastic programming problem. Employing some transformation method, we converted the original problem to a problem that can be solved by a commercial solver. In addition, considering market price fluctuation, we performed risk analysis using the fractal model. Furthermore, we carried out agent-based simulations, taking into account situations that learning of economic agents proceeded through trial and error to select appropriate actions.

Academic Significance and Societal Importance of the Research Achievements

本研究では,電力システムの改革に伴う電力市場の導入に対して,2レベル数理計画法および確率計画法に基づいて,日本における電力市場を数理的にモデル化すると同時に,数理モデルの補完として,エージェントベースのシミュレーションを実施することで,より複雑化したモデルにも対応できるだけでなく,適応的行動基準に基づく分析を可能とした.その成果として,電力市場およびデマンドレスポンスの導入による需要のシフトや抑制やシステム運営の効率化などに関する学術的知見を提供できた.

Report

(6 results)
  • 2018 Annual Research Report   Final Research Report ( PDF )
  • 2017 Annual Research Report
  • 2016 Annual Research Report
  • 2015 Annual Research Report
  • 2014 Annual Research Report
  • Research Products

    (44 results)

All 2019 2018 2017 2016 2015 2014 Other

All Journal Article (20 results) (of which Peer Reviewed: 19 results,  Acknowledgement Compliant: 5 results) Presentation (22 results) (of which Int'l Joint Research: 5 results) Book (1 results) Remarks (1 results)

  • [Journal Article] Decision making of electricity retailer with multiple channels of purchase based on fractile criterion with rational responses of consumers2019

    • Author(s)
      Shinya Sekizaki, Ichiro Nishizaki and Tomohiro Hayashida
    • Journal Title

      International Journal of Electrical Power and Energy Systems

      Volume: 105 Pages: 877-893

    • DOI

      10.1016/j.ijepes.2018.09.011

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 需要家リソース活用型配電系統電圧管理システムに対する利得配分2019

    • Author(s)
      関崎 真也, 西崎 一郎, 林田 智弘, 灘吉 拓哉, 枡見 慎也
    • Journal Title

      システム制御情報学会論文誌

      Volume: 印刷中

    • NAID

      130007706924

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Decision making for electricity retailers in fractile model from multiple markets with rational responses of consumers2019

    • Author(s)
      Shinya Sekizaki, Ichiro Nishizaki and Tomohiro Hayashida
    • Journal Title

      International Journal of Energy Technology and Policy

      Volume: 印刷中

    • Related Report
      2018 Annual Research Report
  • [Journal Article] A Development of Evolutionary Many-objective Optimization Method for Decision Aid on Distribution System Reconfiguration2018

    • Author(s)
      関崎 真也, 山崎 拓哉, 西崎 一郎, 林田智弘, 石川 博之, 上西 宏和
    • Journal Title

      IEEJ Transactions on Power and Energy

      Volume: 138 Issue: 12 Pages: 925-938

    • DOI

      10.1541/ieejpes.138.925

    • NAID

      130007539492

    • ISSN
      0385-4213, 1348-8147
    • Year and Date
      2018-12-01
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] A Development of an Equilibrium Analysis Model between Electricity Retailers under Competitive Environment2018

    • Author(s)
      関崎 真也, 西崎 一郎, 林田 智弘
    • Journal Title

      IEEJ Transactions on Power and Energy

      Volume: 138 Issue: 11 Pages: 902-913

    • DOI

      10.1541/ieejpes.138.902

    • NAID

      40021726426

    • ISSN
      0385-4213, 1348-8147
    • Year and Date
      2018-11-01
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 太陽光発電システム導入時における配電系統電圧管理を目的とした需要家リソースに対するプライシングに関する意思決定手法2018

    • Author(s)
      関崎真也, 西崎 一郎, 林田智弘
    • Journal Title

      システム制御情報学会誌

      Volume: 31 Pages: 137-149

    • NAID

      130007405015

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Distribution network management under electricity deregulation using evolutionary many-objective optimization2018

    • Author(s)
      Shinya Sekizaki, Ichiro Nishizaki and Tomohiro Hayashida
    • Journal Title

      Journal of Multi-Criteria Decision Analysis

      Volume: 印刷中 Issue: 1-2 Pages: 17-30

    • DOI

      10.1002/mcda.1627

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Agent-based Simulation of Retailers under Competitive Environment using Classifier System2017

    • Author(s)
      関崎真也, 西崎 一郎, 林田智弘
    • Journal Title

      Transactions of the Institute of Systems, Control and Information Engineers

      Volume: 30 Issue: 12 Pages: 467-479

    • DOI

      10.5687/iscie.30.467

    • NAID

      130006507550

    • ISSN
      1342-5668, 2185-811X
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Aggregation of preference information using neural networks in group multiattribute decision analysis2017

    • Author(s)
      Ichiro Nishizaki, Tomohiro Hayashida, and Shinya Sekizaki
    • Journal Title

      IMA Journal of Management Mathematics

      Volume: 印刷中 Pages: dpw019-dpw019

    • DOI

      10.1093/imaman/dpw019

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 太陽光発電システムが導入された配電系統における需要家の公平性を考慮した電圧管理手法に関する検討2017

    • Author(s)
      関崎 真也, 西崎 一郎, 林田 智弘
    • Journal Title

      システム制御情報学会論文誌

      Volume: 61 Pages: 105-114

    • NAID

      130005773963

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] 機会制約付き最適化問題におけるFractile model を用いた市場価格変動リスクを考慮した小売業者の電力調達問題2016

    • Author(s)
      関崎真也, 西崎 一郎, 林田智弘,
    • Journal Title

      電気学会論文誌C(電子・情報・システム部門誌)

      Volume: 印刷中

    • NAID

      130005149237

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Electricity retail market model with flexible price settings and elastic price-based demand responses by consumers in distribution network2016

    • Author(s)
      Shinya Sekizaki , Ichiro Nishizaki and Tomohiro Hayashida
    • Journal Title

      International Journal of Electrical Power and Energy Systems

      Volume: 81 Pages: 371-386

    • DOI

      10.1016/j.ijepes.2016.02.029

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] A core-allocation for a network restricted linear production game2016

    • Author(s)
      Ichiro Nishizaki, Tomohiro Hayashida, and Yuki Shintomi,
    • Journal Title

      Annals of Operations Research

      Volume: 238 Issue: 1-2 Pages: 389-410

    • DOI

      10.1007/s10479-016-2109-4

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Agent-based simulations for examining stability and efficiency of societies with respect to partnership structures2016

    • Author(s)
      Tomohiro Hayashida, Ichiro Nishizaki and Yoshifumi Uno,
    • Journal Title

      Journal of Contemporary Management

      Volume: 5 Pages: 1-12

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Interactive fuzzy approaches for solving multiobjective two-person zero-sum games2016

    • Author(s)
      Hitoshi Yano and Ichiro Nishizaki
    • Journal Title

      Applied Mathematics

      Volume: 7 Issue: 05 Pages: 387-398

    • DOI

      10.4236/am.2016.75036

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of Electricity Market Model with Demand Response in Distribution Network2015

    • Author(s)
      関崎真也, 西崎一郎, 林田智弘
    • Journal Title

      IEEJ Transactions on Electronics, Information and Systems

      Volume: 135 Issue: 3 Pages: 292-303

    • DOI

      10.1541/ieejeiss.135.292

    • NAID

      130004870148

    • ISSN
      0385-4221, 1348-8155
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Multiattribute decision analysis using strict preference relations2015

    • Author(s)
      Ichiro Nishizaki, Tomohiro Hayashida and Masakazu Ohmi
    • Journal Title

      Annals of Operations Research

      Volume: 印刷中 Issue: 1-2 Pages: 379-400

    • DOI

      10.1007/s10479-014-1680-9

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Agent-based Simulation Analysis for Interaction and Equilibrium Selection in Networks2014

    • Author(s)
      西崎一郎,林田智弘,藤田博
    • Journal Title

      Journal of Japan Society for Fuzzy Theory and Intelligent Informatics

      Volume: 26 Issue: 1 Pages: 538-548

    • DOI

      10.3156/jsoft.26.538

    • NAID

      130003393777

    • ISSN
      1347-7986, 1881-7203
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Group Multiattribute Utility Analysis Using Neural Networks2014

    • Author(s)
      西崎一郎,林田智弘,小笠原祐輝
    • Journal Title

      Transactions of the Institute of Systems, Control and Information Engineers

      Volume: 27 Issue: 11 Pages: 434-442

    • DOI

      10.5687/iscie.27.434

    • NAID

      130004932442

    • ISSN
      1342-5668, 2185-811X
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Impact of Retailer and Consumer's Behavior on Voltage in Distribution Network under Liberalization of Electricity Retail Market2014

    • Author(s)
      関崎真也,西崎一郎,林田智弘
    • Journal Title

      IEEJ Transactions on Power and Energy

      Volume: 134 Issue: 11 Pages: 917-929

    • DOI

      10.1541/ieejpes.134.917

    • NAID

      130004704479

    • ISSN
      0385-4213, 1348-8147
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Presentation] Payoff Allocation to Controllable Demand Resources in Distribution Network with Photovoltaic Generations2018

    • Author(s)
      Shinya Sekizaki, Nadayoshi Takuya, Shinya Masumi, Ichiro Nishizaki, and Tomohiro Hayashida
    • Organizer
      Grand Renewable Energy 2018 International Conference and Exhibition (GRE2018)
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 太陽光発電システム導入時における配電系統電圧管理に対する利得配2018

    • Author(s)
      枡見 慎也, 関崎 真也, 西崎 一郎, 林田 智弘
    • Organizer
      平成30年度(第69回) 電気・情報関連学会中国支部連合大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 競争環境下における電力小売事業者間の均衡分析2018

    • Author(s)
      松山 裕士郎, 関崎 真也, 西崎 一郎, 林田 智弘
    • Organizer
      電気学会電力技術・電力系統技術合同研究会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 多数目的最適化手法を用いた配電系統切替時のパレート最適解の導出2018

    • Author(s)
      山崎 拓哉, 関崎 真也, 西崎 一郎, 林田 智弘, 石川 博之, 上西 宏和
    • Organizer
      平成30年 電気学会 電力・エネルギー部門大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 需要家リソース活用型配電系統電圧管理システムに対する利得配分2018

    • Author(s)
      関崎 真也, 灘吉 拓哉, 西崎 一郎, 林田 智弘
    • Organizer
      第 62 回システム制御情報学会研究発表講演会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 不確実環境下におけるリスク選好を反映した小売事業者の意思決定問題の解2017

    • Author(s)
      関崎 真也, 西崎 一郎, 林田 智弘
    • Organizer
      電気学会全国大会
    • Place of Presentation
      富山大学 五福キャンパス
    • Year and Date
      2017-03-15
    • Related Report
      2016 Annual Research Report
  • [Presentation] Analysis of Cooperative Structure of Demand Response and Market Strategy of Aggregator Based on Payoff Allocation2017

    • Author(s)
      Shogo Nishiyama, Shinya Sekizaki, Ichiro Nishizaki, and Tomohiro Hayashida
    • Organizer
      2017 IEEE 10th International Workshop on Computational Intelligence & Applications Proceedings (IWCIA 2017)
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 太陽光発電システム導入時の配電系統電圧管理を目的とした需要家に対するプライシングの解法2017

    • Author(s)
      枡見 慎也, 関崎 真也, 西崎 一郎, 林田 智弘
    • Organizer
      2017年 日本オペレーションズ・リサーチ学会 中国・四国地区 SSOR
    • Related Report
      2017 Annual Research Report
  • [Presentation] 利得配分に基づいたアグリゲータの市場戦略とデマンドレスポンス参加者の協力構造の分析2017

    • Author(s)
      西山 翔悟, 関崎 真也, 西崎 一郎, 林田 智弘
    • Organizer
      2017 IEEE SMC Hiroshima Chapter 若手研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 運用者の選好を反映した多数目的最適化アプローチの配電系統運用問題への適用2017

    • Author(s)
      関崎 真也, 西崎 一郎, 林田 智弘
    • Organizer
      平成29年電気学会電力・エネルギー部門大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 不確実環境下におけるリスク選好を反映した小売事業者の意思決定問題の解2017

    • Author(s)
      関崎 真也, 西崎 一郎, 林田 智弘
    • Organizer
      平成29年電気学会全国大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 適応型学習エージェントを用いた電力小売市場シミュレーション2016

    • Author(s)
      関崎 真也, 西崎 一郎, 林田 智弘
    • Organizer
      平成28年電気学会電力・エネルギー部門大会
    • Place of Presentation
      九州工業大学 戸畑キャンパス
    • Year and Date
      2016-09-07
    • Related Report
      2016 Annual Research Report
  • [Presentation] 需要家の応答を考慮した小売業者の電力取引戦略の解2016

    • Author(s)
      植原 健太郎, 関崎 真也, 西崎 一郎, 林田 智弘
    • Organizer
      電気・情報関連学会中国支部連合大会
    • Place of Presentation
      広島大学工学部 東広島キャンパス
    • Related Report
      2016 Annual Research Report
  • [Presentation] 時変データを考慮した配電系統構成多目的最適化に関する一検討2016

    • Author(s)
      田中 僚, 関崎 真也, 西崎 一郎, 林田 智弘
    • Organizer
      電気・情報関連学会中国支部連合大会
    • Place of Presentation
      広島大学工学部 東広島キャンパス
    • Related Report
      2016 Annual Research Report
  • [Presentation] An intelligent home energy management system with classifier system2015

    • Author(s)
      Shinya Sekizaki, Tomohiro Hayashida, and Ichiro Nishizaki
    • Organizer
      2015 IEEE 8th International Workshop on Computational Intelligence and Applications Proceedings
    • Place of Presentation
      Hiroshima
    • Year and Date
      2015-11-06
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The multi-objective optimization of distribution system management in deregulated electricity market2015

    • Author(s)
      Ryo Tanaka, Shinya Sekizaki, Ichiro Nishizaki, and Tomohiro Hayashida
    • Organizer
      2015 IEEE 8th International Workshop on Computational Intelligence and Applications Proceedings
    • Place of Presentation
      Hiroshima
    • Year and Date
      2015-11-06
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A study for retailer's risk hedge considering responses of consumers in electricity deregulation2015

    • Author(s)
      Kentaro Uehara, Shinya Sekizaki, Ichiro Nishizaki, and Tomohiro Hayashida
    • Organizer
      2015 IEEE 8th International Workshop on Computational Intelligence and Applications Proceedings
    • Place of Presentation
      Hiroshima
    • Year and Date
      2015-11-06
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 電力自由化における配電系統構成多目的最適化2015

    • Author(s)
      関崎真也,西崎一郎 ,林田智弘
    • Organizer
      平成27年電気学会全国大会
    • Place of Presentation
      東京都
    • Year and Date
      2015-03-24 – 2015-03-26
    • Related Report
      2014 Annual Research Report
  • [Presentation] デマンドレスポンスを活用した電力自由化における PV導入時の配電系統電圧管理に関する基礎検討2014

    • Author(s)
      関崎真也,西崎一郎 ,林田智弘
    • Organizer
      平成 26 年電気学会電力・エネルギー部門
    • Place of Presentation
      京都府田辺市
    • Year and Date
      2014-09-10 – 2014-09-12
    • Related Report
      2014 Annual Research Report
  • [Presentation] 消費者のデマンドレスポンスを考慮した小売業者の先 渡取引を含む電力調達問題2014

    • Author(s)
      関崎真也,西崎一郎 ,林田智弘
    • Organizer
      日本オペレーションズ・リサーチ学会 2014 年秋季研究発表会
    • Place of Presentation
      札幌市
    • Year and Date
      2014-08-28 – 2014-08-29
    • Related Report
      2014 Annual Research Report
  • [Presentation] Impact of demand response on voltage in distribution network with photovoltaic generations2014

    • Author(s)
      Shinya Sekizaki and Ichiro Nishizaki
    • Organizer
      Grand Renewable Energy 2014
    • Place of Presentation
      Tokyo
    • Year and Date
      2014-07-27 – 2014-08-01
    • Related Report
      2014 Annual Research Report
  • [Presentation] 電力自由化に向けたデマンドレスポを活した配電系統管理手法2014

    • Author(s)
      関崎真也,西崎一郎 ,林田智弘
    • Organizer
      第 58 回システム制御情報学会 研究発表講演会
    • Place of Presentation
      京都市
    • Year and Date
      2014-05-21 – 2014-05-23
    • Related Report
      2014 Annual Research Report
  • [Book] 数理計画法入門2014

    • Author(s)
      坂和 正敏, 西崎一郎
    • Total Pages
      170
    • Publisher
      森北出版
    • Related Report
      2014 Annual Research Report
  • [Remarks] 広島大学大学院工学研究科 社会情報学研究室(西崎・林田・関﨑研究室)

    • URL

      http://www.hil.hiroshima-u.ac.jp/index.html

    • Related Report
      2018 Annual Research Report

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Published: 2014-04-04   Modified: 2020-03-30  

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