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2021 Fiscal Year Annual Research Report

Distributed Control and Optimization for Networked Energy Resources with Limited Capacity Towards Autonomous Peer-to-Peer Microgrids

Research Project

Project/Area Number 19K15013
Research InstitutionKyushu University

Principal Investigator

Nguyen Hoa  九州大学, カーボンニュートラル・エネルギー国際研究所, 助教 (00801086)

Project Period (FY) 2019-04-01 – 2022-03-31
KeywordsP2P energy trading / optimization / distributed control / ADMM / structural robustness / cyber-attacks
Outline of Annual Research Achievements

In this year, I continued developing algorithms and models for peer-to-peer (P2P) energy systems with extended topics compared to the initially planned main question. One research answered the question on the structural robustness of P2P energy markets under cyber-attacks made in form of false data injection (FDI) attacks. The result for this is a better robustness indicator for P2P energy markets represented with bipartite communication graph than the existing result in the literature. Next, another research proposed a novel system model for bidirectional optical wireless power transfer that could be one of future P2P energy exchange systems. Finally, AI was leveraged to explore the possibility to obtain novel materials that can be utilized for energy systems including P2P energy systems.

  • Research Products

    (12 results)

All 2022 2021

All Journal Article (7 results) (of which Int'l Joint Research: 7 results,  Peer Reviewed: 7 results,  Open Access: 5 results) Presentation (3 results) (of which Int'l Joint Research: 3 results,  Invited: 2 results) Book (2 results)

  • [Journal Article] Machine Learning in Materials Chemistry: An Invitation2022

    • Author(s)
      Daniel Packwood, Linh Thi Hoai Nguyen, Pierluigi Cesana, Guoxi Zhang, Aleksandar Staykov, Yasuhide Fukumoto, Dinh Hoa Nguyen
    • Journal Title

      Machine Learning with Applications

      Volume: proposer and supervisor Pages: 100265

    • DOI

      10.1016/j.mlwa.2022.100265

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Performance Analysis of A Perovskite-based Thing-to-thing Optical Wireless Power Transfer System2022

    • Author(s)
      Dinh Hoa Nguyen, Ganbaatar Tumen-Ulzii, Toshinori Matsushima, Chihaya Adachi
    • Journal Title

      IEEE Photonics Journal

      Volume: corresponding author Pages: 6213208

    • DOI

      10.1109/JPHOT.2022.3146365

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A Cooperative Learning Approach for Decentralized Peer-to-Peer Energy Trading Markets And Its Structural Robustness Against Cyberattacks2021

    • Author(s)
      Dinh Hoa Nguyen
    • Journal Title

      IEEE Access

      Volume: corresponding author Pages: 148862-148872

    • DOI

      10.1109/ACCESS.2021.3125031

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] The Potential Contributions of Universal and Ubiquitous Wireless Power Transfer Systems Toward Sustainability2021

    • Author(s)
      Dinh Hoa Nguyen, Andrew Chapman
    • Journal Title

      International Journal of Sustainable Engineering

      Volume: corresponding author Pages: 1780-1980

    • DOI

      10.1080/19397038.2021.1988187

    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Residential Energy Consumer Occupancy Prediction based on Support Vector Machine2021

    • Author(s)
      Dinh Hoa Nguyen
    • Journal Title

      Sustainability

      Volume: corresponding author Pages: 8321

    • DOI

      10.3390/su13158321

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Unified Distributed Control of Battery Storage with Various Primary Control in Power Systems2021

    • Author(s)
      Dinh Hoa Nguyen, Javad Khazaei
    • Journal Title

      IEEE Transactions on Sustainable Energy

      Volume: corresponding author Pages: 2332-2341

    • DOI

      10.1109/TSTE.2021.3091976

    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Towards Thing-to-Thing Optical Wireless Power Transfer: Metal Halide Perovskite Transceiver As An Enabler2021

    • Author(s)
      Dinh Hoa Nguyen, Toshinori Matsushima, Chuanjiang Qin, Chihaya Adachi
    • Journal Title

      Frontiers in Energy Research

      Volume: corresponding author Pages: 679125

    • DOI

      10.3389/fenrg.2021.679125

    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Wolf-Raven Cooperative Hunting: A Multi-Agent Model2022

    • Author(s)
      Dinh Hoa Nguyen
    • Organizer
      The 5th International Symposium on Swarm Behavior and Bio-Inspired Robotics, part of AROB-ISBC-SWARM 2022
    • Int'l Joint Research / Invited
  • [Presentation] Distributed two-time-scale methods over clustered networks2021

    • Author(s)
      Thiem V. Pham, Thinh T. Doan, Dinh Hoa Nguyen
    • Organizer
      2021 American Control Conference
    • Int'l Joint Research
  • [Presentation] Decentralized Trading and Learning Mechanisms for P2P Energy Systems2021

    • Author(s)
      Dinh Hoa Nguyen
    • Organizer
      AIMaP Workshop on Technologies Related to Regional Microgrids
    • Int'l Joint Research / Invited
  • [Book] Utility-scale Wind Turbines and Wind Farms2021

    • Author(s)
      Javad Khazaei, Dinh Hoa Nguyen, Arash Asrari
    • Total Pages
      381
    • Publisher
      The Institution of Engineering and Technology (IET)
    • ISBN
      9781839530999
  • [Book] AI and Learning Systems - Industrial Applications and Future Directions2021

    • Author(s)
      Javad Khazaei, Dinh Hoa Nguyen
    • Total Pages
      272
    • Publisher
      IntechOpen
    • ISBN
      978-1-78985-878-5

URL: 

Published: 2022-12-28  

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