FUJIMOTO, Yu

写真a

Affiliation

Research Council (Research Organization), Advanced Collaborative Research Organization for SmartSociety

Job title

Researcher(Associate Professor)

Concurrent Post 【 display / non-display

  • Faculty of Science and Engineering   Graduate School of Advanced Science and Engineering

Education 【 display / non-display

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    Waseda University   Graduate School, Division of Science and Engineering  

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    Waseda University   Graduate School, Division of Science and Engineering  

Degree 【 display / non-display

  • 博士

Research Experience 【 display / non-display

  • 2015.04
    -
     

    Associate Professor, Advanced Collaborative Research Organization for Smart Society, Waseda University

  • 2012.04
    -
    2015.03

    Associate Professor, Institute for Nanoscience & Nanotechnology, Waseda University

  • 2009.04
    -
    2012.03

    Assistant Professor, Department of Integrated Information Technology, College of Science and Engineering, Aoyama Gakuin University

  • 2008.04
    -
    2009.03

    Assistant Professor, Department of Electrical Engineering and Bioscience, Faculty of Science and Engineering, Waseda University

  • 2008.04
    -
    2009.03

    Assistant Professor, Department of Electrical Engineering and Bioscience, Faculty of Science and Engineering, Waseda University

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Professional Memberships 【 display / non-display

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    The Institute of Electrical and Electronic Engineers (IEEE)

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    Information Processing Society of Japan

 

Research Areas 【 display / non-display

  • Statistical science

Research Interests 【 display / non-display

  • Statistical Approach to Recoomender Systems

  • Generalized Arithmetic Operators

  • Forecast of Renewable Energy Sources/Energy Demand

  • Statistical Data Analysis for Energy Management Systems

  • Theory of Statistical Machine Learning

Papers 【 display / non-display

  • Dealing with Uncertainty in Automated Operational Planning for Residential Fuel Cell System: A Comparative Study of State-of-the-art Approaches

    Yuta Tsuchiya, Yu Fujimoto, Akira Yoshida, Yoshiharu Amano, Yasuhiro Hayashi

    Energy and Buildings     111614 - 111614  2021.10  [Refereed]

    DOI

  • Deep reservoir architecture for short-term residential load forecasting: An online learning scheme for edge computing

    Yu Fujimoto, Megumi Fujita, Yasuhiro Hayashi

    Applied Energy   298   117176 - 117176  2021.09  [Refereed]

    Authorship:Lead author, Corresponding author

    DOI

  • Spatial demand forecasting based on smart meter data for improving local energy self‐sufficiency in smart cities

    Ayumu Miyasawa, Shogo Akira, Yu Fujimoto, Yasuhiro Hayashi

    IET Smart Cities   3 ( 2 ) 107 - 120  2021.06  [Refereed]

    DOI

  • Forecast of Area Prices in Japanese Day-Ahead Electricity Market using Open Data

    Manaka Omura, Yu Fujimoto, Yasuhiro Hayashi, Toshiyuki Sawa, Hiroto Sasaki, Naoto Fukuyama, Yoshitaka Nishino

    IEEJ Transactions on Power and Energy   141 ( 5 ) 366 - 373  2021.05  [Refereed]

    DOI

  • Prioritization of Distribution Networks for Efficient Introduction of Loss Minimum Reconfiguration Technology

    Sakura Ami, Teru Miyazaki, Yu Fujimoto, Yasuhiro Hayashi, Masahiko Hasegawa, Yoshitaka Miyazato, Ikki Shinozaki

    IEEJ Transactions on Power and Energy   141 ( 2 ) 127 - 135  2021.02  [Refereed]

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Books and Other Publications 【 display / non-display

  • Cyber Security for Voltage Control of Distribution Systems Under Data Falsification Attacks

    Hideaki Ishii, Shinya Yoshizawa, Yu Fujimoto, Isao Ono, Takashi Onoda, Yasuhiro Hayashi

    Springer  2020.01 ISBN: 9783030336714

  • 電気をよむ・あやつる-beyond 2030- 第8回 有効な資源を結びつける

    藤本悠, 芳澤信哉, 石井英雄, 林泰弘

    オーム社  2019.10

  • 電気をよむ・あやつる-beyond 2030- 第3回 再生可能エネルギーの弱点を補う(1)再エネをよむ-データ科学的予測-

    藤本悠, 石井英雄, 林泰弘

    オーム社  2019.05

  • 分散協調EMS導入の汎用評価手法の開発スマートシティ検討のためのデジタルプラットフォーム

    石井英雄, 藤本悠, 林泰弘

    日本工業出版 クリーンエネルギー  2018.10

  • スマートシティの実現に向けた都市規模エネルギーマネジメントシステム評価基盤の活用とその展望

    藤本悠, 石井英雄, 林泰弘( Part: Joint author)

    計測自動制御学会  2018.07

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Misc 【 display / non-display

  • 集中型電圧制御に基づく大規模配電系統に対するサイバー攻撃シナリオの一検討

    青木勇輔, 芳澤信哉, 藤本悠, 小野功, 石井秀明, 小野田崇, 林泰弘

    計測自動制御学会システム・情報部門学術講演会講演論文集(CD-ROM)   2017  2017

    J-GLOBAL

  • 集中型電圧制御方式に基づく配電系統に対するサイバー攻撃シナリオの自動探索プラットフォームの構築

    青木勇輔, 小野川瑞季, 芳澤信哉, 藤本悠, 小野功, 石井秀明, 小野田崇, 林泰弘

    計測自動制御学会システム・情報部門学術講演会講演論文集(CD-ROM)   2016  2016

    J-GLOBAL

  • 集中型電圧制御に基づく配電系統のデータ改ざん攻撃に対するロバスト化手法

    小野川瑞季, 芳澤信哉, 藤本悠, 石井秀明, 小野功, 小野田崇, 林泰弘

    計測自動制御学会システム・情報部門学術講演会講演論文集(CD-ROM)   2016  2016

    J-GLOBAL

  • D-20-9 Application of Semi-Binary Matrix Factorization for Non-Intrusive Appliance Load Monitoring

    Matsumoto Masako, Fujimoto Yu, Hayashi Yasuhiro

    Proceedings of the IEICE General Conference   2015 ( 2 ) 178 - 178  2015.02

    CiNii

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Research Projects 【 display / non-display

  • Extension and Application of Statistical Models Based on Bregman Divergence

    Project Year :

    2010.04
    -
    2013.03
     

     View Summary

    In this study, we focused on a class of statistical models associated with the Bregman divergence which achieves robust estimation in calculating statistics. We have proposed some methods for estimation of these models, and analyzed some properties from the viewpoint of application for data analysis. Particularly, we generalized the definition of statistical independence by using an extension of the multiplication rule between positive values; the extension is derived from the Bregman divergence. We have shown that the proposed statistical models based on generalized independence can be useful tools in practical data analysis by alleviating the conditional independence assumed in the conventional methods

Presentations 【 display / non-display

  • 可制御電源が地域新電力モデルにもたらす電力地産地消効果の検討

    宮澤歩夢, 飯野穣, 藤本悠, 林泰弘

    令和3年電気学会電力・エネルギー部門大会 

    Event date:
    2021.08
     
     
  • 電力地産地消の実現に向けたスマートメータデータに基づく都市のネット需要の空間分布予測

    明祥吾, 宮澤歩夢, 藤本悠, 林泰弘

    令和3年電気学会電力・エネルギー部門大会 

    Event date:
    2021.08
     
     
  • 不足インバランスの削減を目的としたウィンドファームと定速揚水発電機のバランシンググループ運用

    稲垣舞子, 金子曜久, 藤本悠, 林泰弘, 蓑津真一郎

    令和3年電気学会電力・エネルギー部門大会 

    Event date:
    2021.08
     
     
  • 一次調整力提供のための家庭用燃料電池と蓄電池のアグリゲーション手法

    金子奈々恵, 藤本悠, 広橋亘, 林泰弘, 平井友之, 田嶋翔太

    令和3年電気学会全国大会 

    Event date:
    2021.03
     
     
  • 風力発電とのバランシンググループにおける可変速揚水発電機の調整力としての運転手法-30分計画値同時同量のための出力制御-

    稲垣舞子, 金子曜久, 藤本悠, 林泰弘, 蓑津真一郎

    令和3年電気学会全国大会 

    Event date:
    2021.03
     
     

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Syllabus 【 display / non-display