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

Research Project

Project/Area Number 19K15013
Research Category

Grant-in-Aid for Early-Career Scientists

Allocation TypeMulti-year Fund
Review Section Basic Section 21040:Control and system engineering-related
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
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2021: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2020: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2019: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
KeywordsP2P energy markets / smart grid / DERs / 分散型最適化 / distributed control / ADMM / wireless power transfer / resilience / P2P energy trading / optimization / structural robustness / cyber-attacks / P2P energy system / Multi-agent system / Decentralized control / Prosumer learning / Networked System / DER / Distributed Optimization / Distributed Control / Multi-Agent System / P2P Energy System / Peer-to-Peer Microgrids / Networked DERs / Limited Energy Capacity
Outline of Research at the Start

To derive novel distributed control and optimization methods for network systems with limited control input energy, for tackling the challenges on the stability, efficiency, and resiliency of microgrids due to the constraints on intermittent and limited power supply and uncertain power consumption.

Outline of Final Research Achievements

This project was motivated by paradigm shifts in energy systems, where novel structures, operation principles and market mechanisms are required to achieve cleaner, more efficient, and more resilient energy systems. As such, this project proposed several models of peer-to-peer energy markets for microgrids, i.e. markets in which prosumers - who act as both producers and consumers - can directly trade energy with the others. In such markets, prosumers possess rooftop solar, fuel cell combined heat and power units, electric vehicles, dynamic wireless charging-discharging lanes, perovskite optical transceivers, etc. Hence, more renewable and distributed energy resources can be integrated into energy grids. Then market clearing mechanisms were analyzed using ADMM-based decentralized optimization methods, and distributed control methods were proposed. The market robustness to cyber-attacks were investigated, and a better system resilience index was obtained compared to the existing result.

Academic Significance and Societal Importance of the Research Achievements

- Academic significance: novel results on market structures, clearing mechanisms, and robustness for peer-to-peer energy markets.
- Social significance: better understanding toward realistic implementation of peer-to-peer energy markets.

Report

(4 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Research-status Report
  • 2019 Research-status Report
  • Research Products

    (29 results)

All 2022 2021 2020 2019

All Journal Article (14 results) (of which Int'l Joint Research: 14 results,  Peer Reviewed: 14 results,  Open Access: 9 results) Presentation (10 results) (of which Int'l Joint Research: 6 results,  Invited: 2 results) Book (5 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: 100265-100265

    • DOI

      10.1016/j.mlwa.2022.100265

    • Related Report
      2021 Annual Research Report
    • 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 Issue: 1 Pages: 6213208-6213208

    • DOI

      10.1109/jphot.2022.3146365

    • Related Report
      2021 Annual Research Report
    • 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

    • Related Report
      2021 Annual Research Report
    • 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 Issue: 6 Pages: 1780-1980

    • DOI

      10.1080/19397038.2021.1988187

    • Related Report
      2021 Annual Research Report
    • 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 Issue: 15 Pages: 8321-8321

    • DOI

      10.3390/su13158321

    • Related Report
      2021 Annual Research Report
    • 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 Issue: 4 Pages: 2332-2341

    • DOI

      10.1109/tste.2021.3091976

    • Related Report
      2021 Annual Research Report
    • 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: 679125-679125

    • DOI

      10.3389/fenrg.2021.679125

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Distributed Peer-to-Peer Energy Trading for Residential Fuel Cell Combined Heat and Power Systems2021

    • Author(s)
      Dinh Hoa Nguyen, Tatsumi Ishihara
    • Journal Title

      International Journal of Electrical Power and Energy Systems

      Volume: 125 Pages: 1-9

    • DOI

      10.1016/j.ijepes.2020.106533

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Optimal Solution Analysis and Decentralized Mechanisms for Peer-to-Peer Energy Markets2021

    • Author(s)
      Dinh Hoa Nguyen
    • Journal Title

      IEEE Transactions on Power Systems

      Volume: 36 Issue: 2 Pages: 1470-1481

    • DOI

      10.1109/tpwrs.2020.3021474

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Electric Vehicle - Wireless Charging-Discharging Lane Decentralized Peer-to-Peer Energy Trading2020

    • Author(s)
      Dinh Hoa Nguyen
    • Journal Title

      IEEE Access

      Volume: 8 Pages: 179616-179625

    • DOI

      10.1109/access.2020.3027832

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A Novel Optimization Model for Integrating Carbon Constraint with Demand Response and Real-time Pricing2020

    • Author(s)
      Dinh Hoa Nguyen
    • Journal Title

      International Journal of Mathematics for Industry

      Volume: 12 Issue: 01 Pages: 1-15

    • DOI

      10.1142/s2661335220500057

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Hydrogen Penetration and Fuel Cell Vehicle Deployment in the Carbon Constrained Future Energy System2020

    • Author(s)
      Andrew Chapman, Dinh Hoa Nguyen, Hadi Farabi-Asl, Kenshi Itaoka, Katsuhiko Hirose, Yasumasa Fujii
    • Journal Title

      IET Electrical Systems in Transportation

      Volume: 10 Issue: 4 Pages: 409-416

    • DOI

      10.1049/iet-est.2020.0014

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Robust Formation Control Under State Constraints of Multi-Agent Systems in Clustered Networks2020

    • Author(s)
      Thiem Van Pham, Nadhir Messai, Dinh Hoa Nguyen, Noureddine Manamanni
    • Journal Title

      Systems and Control Letters

      Volume: 140 Pages: 1-10

    • DOI

      10.1016/j.sysconle.2020.104689

    • Related Report
      2020 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Consensus-based Demand Response of PMSG Wind Turbines with Distributed Energy Storage Considering Capability Curves2019

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

      IEEE Transactions on Sustainable Energy

      Volume: PP Issue: 4 Pages: 1-11

    • DOI

      10.1109/tste.2019.2954796

    • Related Report
      2019 Research-status Report
    • Peer Reviewed / 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
    • Related Report
      2021 Annual Research Report
    • 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
    • Related Report
      2021 Annual Research Report
    • 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
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Distributed PI Formation Control Design for Autonomous Vehicles Using Edge Dynamics2020

    • Author(s)
      Dinh Hoa Nguyen
    • Organizer
      21st IFAC World Congress
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Optical Wireless Power Transfer for Moving Objects as A Life-Support Technology2020

    • Author(s)
      Dinh Hoa Nguyen
    • Organizer
      The 2020 IEEE 2nd Global Conference on Life Sciences and Technologies (LifeTech 2020)
    • Related Report
      2020 Research-status Report
    • Int'l Joint Research
  • [Presentation] Dynamic Formation Control Design based on Edge Dynamics for Peer-to-Peer Wireless Energy Trading of Vehicle Platoons2020

    • Author(s)
      Dinh Hoa Nguyen
    • Organizer
      SICE International Symposium on Control Systems 2020
    • Related Report
      2020 Research-status Report 2019 Research-status Report
    • Int'l Joint Research
  • [Presentation] Adaptive Output Consensus Design in Clustered Networks of Heterogeneous Linear Multi-Agent Systems2019

    • Author(s)
      Thiem Van Pham
    • Organizer
      58th IEEE Conference on Decision and Control (CDC) 2019
    • Related Report
      2019 Research-status Report
  • [Presentation] dge Dynamics based Distributed Formation Controller Design for Unmanned Vehicle Groups2019

    • Author(s)
      Dinh Hoa Nguyen
    • Organizer
      IEEE Vehicle Power and Propulsion Conference (IEEE-VPPC’2019)
    • Related Report
      2019 Research-status Report
  • [Presentation] Optimization method for microgrid operation with photovoltaic generation and EV charging using multi-agent system theory2019

    • Author(s)
      Huynh Ngoc Tran
    • Organizer
      IEEE Vehicle Power and Propulsion Conference (IEEE-VPPC’2019)
    • Related Report
      2019 Research-status Report
  • [Presentation] A Machine Learning-based Approach for The Prediction of Electricity Consumption2019

    • Author(s)
      Dinh Hoa Nguyen
    • Organizer
      12th Asian Control Conference 2019 (ASCC 2019)
    • Related Report
      2019 Research-status Report
  • [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
    • Related Report
      2021 Annual Research Report
  • [Book] AI and Learning Systems - Industrial Applications and Future Directions2021

    • Author(s)
      Javad Khazaei, Dinh Hoa Nguyen
    • Total Pages
      272
    • Publisher
      IntechOpen
    • ISBN
      9781789858785
    • Related Report
      2021 Annual Research Report
  • [Book] AI and Learning Systems-Industrial Applications and Future Directions2021

    • Author(s)
      Javad Khazaei, Dinh Hoa Nguyen
    • Total Pages
      16
    • Publisher
      IntechOpen
    • ISBN
      9781789858785
    • Related Report
      2020 Research-status Report
  • [Book] Optimization in Large Scale Problems: Industry 4.0 and Society 5.0 Applications2020

    • Author(s)
      Dinh Hoa Nguyen
    • Total Pages
      13
    • Publisher
      Springer
    • ISBN
      9783030285654
    • Related Report
      2020 Research-status Report
  • [Book] Optimization in Large Scale Problems: Industry 4.0 and Society 5.0 Applications2019

    • Author(s)
      Mahdi Fathi, Marzieh Khakifirooz, Panos M. Pardalos
    • Total Pages
      340
    • Publisher
      Springer International Publishing
    • ISBN
      9783030285647
    • Related Report
      2019 Research-status Report

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Published: 2019-04-18   Modified: 2023-01-30  

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