Research Interests

His research topics include but not limited to the following aspects:

  • Planning and operation of integrated-energy systems: such as (islanded/grid-connected) microgrids, ships, seaports, smart buildings, etc., with integrated power, thermal, and gas networks.
  • Tackling diverse uncertainties: such as those from renewable energies, outdoor temperature, gas prices, and ship swinging with the multi-stage (distributional) robust/stochastic optimization methods in multi-energy systems.
  • Resilience enhancement of integrated-energy systems with demand response scheme and heterogeneous transportable energy storage.
  • Advanced algorithms development and application in multi-energy operations such as approximate dynamic programming, deep reinforcement learning, machine learning, etc.

Research Projects

Funding Applications with Proposals

  • Optimal energy management of offshore microgrid with ships under Maritime & Port Authority of Singapore (MPA) 2023-2025
  • Recovery of Cyber-Physical System from Disasters and Attacks under NTU and ETH 2021-2023
  • Supporting Sustainable Evolution of Electrical Energy Systems via Closed Loop Consumer Behavior and Market System in the USA 2020-2022
  • Data based resilience of multi-energy Microgrid (DR-MEMG), Marie-Curie Postdoctoral Fellowship 2022 2023-2024
  • Optimal smart online resilient planning and operation of various multi-energy systems under heterogeneous uncertainties and contingencies. Lee Kuan Yew Postd oct oral Fellowship (pending) 2021-2023
  • How Can We Activate the Flexibility Market in Singapore?-A City-scale Analys is for Demand side Flexibility Considering the High Penetration of PV Generation and EV Charging Demand in Singapore (Pending) 2020-2021

Grant Applications

  • Travel Grant for internal conference  $400, MDPI office  2023
  • Travel Grant for internal conference  $400, MDPI office  2022

Participated Project and Research Experience

  • Methods for resilience assessment and capacity expansion of power system under State Grid Corporation of China  Research consultant  Jan. 2022-now
  • Recovery of Cyber-Physical System from Disasters and Attacks under NTU and ETH project  Research fellow  April. 2021-now
  • Supporting Sustainable Evolution of Electrical Energy Systems via Closed-Loop Consumer Behavior and Market System under the National Science Foundation in the USA  Participator/research fellow  Nov. 2019-Apr. 2021
  • Recovery of Cyber-Physical System from Disasters and AttackSingapore Ministry of Education under Academic Research Fund Tier-1 project  Participator  April. 2016-2019
  • Powering the City project, Future Cities Lab Global, Singapore-ETH Centre  2022
  • Optimal operation, design, and simulation of power systems under the project Science and Technology Foundation for Middle-aged and Young Scientists of Shandong Province  Participator  Sep. 2013- Jun. 2016

Professionals

Editorial & Reviewer Experiences

  • Best reviewer award for CSEE JPES
  • Best reviewer award for CSEE JPES
  • Chairs at the IEEE Conference on Energy Internet and Energy System Integration
  • Assistant editor for the official WeChat account of Applied Energy
  • TPC of the IEEE SmartGridComm'23 Workshop
  • Task chair of IEEE GCCE 2023 (IEEE 12th Global Conference on Consumer Electronics (GCCE))
  • Guest editor for “IET Smart Grid”
  • Guest editor for “Frontiers in Eneegry research”
  • Guest editor for “Electronics”
  • Guest editor for “IET Generation Transmission & Distribution”
  • Guest editor for “Energies”, “Resources”, “Electricity”, “Electronics” and “Processes”
  • Associate editor for “Frontiers in energy research”
  • Guest editor for “IET Energy Conversion and Economics”
  • Guest editor for “Energies”
  • Guest editor for “Energies”, “Resources”, “Electricity” and “Sustainability”
  • Editor for “Journal of Modern Industry and Manufacturing”
  • Editor for “World Journal of Electrical and Electronic Engineering”
  • Associate editor and review editor for “Frontiers In Electronics”
  • 200+ papers reviewed for IEEE Transactions on Smart Grid, IET Generation, Transmission & Distribution, IEEE Access, Applied Energy, IEEE Transactions on Industrial Electronics, CSEE Journal of Power and Energy Systems, International Transactions on Electrical Energy Systems, et al.

International Academic Activities

  • Guest editor for the special session in “IEEE ICEI 2023” in Shenyang China”- 20-22 Nov 2023.
  • Guest editor for special session in “2023 IEEE International Conference on Energy Technologies for Future Grids (IEEE ETFG 2023)” “Multi-Energy Systems to Facilitate Low-Carbon Energy Transition”- 3-6 Dec 2023
  • Volunteer for the 11th International Conference on Innovative Smart Grid Technologies (ISGT-Asia) 2022
  • Technical Program Committee member of 4th Annual International Conference on Energy Development and Environmental Protection [EDEP 2021] Jul-2021
  • Attended the Distinguished Lecture on the “Dynamic Estimation and Control of Power System” by Prof Bikash Pal at Imperial College London 2020
  • Attended the webinar "2021 Top 5 Papers of the IEEE Transactions on Smart Grid” 2022
  • Workshop for future resilience project midterm review with researchers from NTU, NUS, ETH, and all kinds of industrial companies
  • IEEE PES student member

International Academic Awards

  • The ECE premium awards Feb-2023
  • Applied Energy 2018 “Highly Cited Research Paper” Award Oct-2020
  • Web of Science- highly cited paper 2021
  • Web of Science- highly cited paper 2019
  • The ECE premium awards Feb-2021
  • Chinese government award for Outstanding self-finance students abroad Aug-2021
  • Shortlisted candidate for Wallenberg - NTU Presidential Postdoctoral Fellows Jan-2020
  • The 2nd prize of Outstanding Practice Achievement for provincial professional degree postgraduates 2016

Invited Talk and Presentation

  • Invited talk: “Optimal Operation of Mobile and land-based Multi-energy Microgrid,” Southeast University, Nanjing China, May. 2023
  • Invited talk: “Optimal Smart Operation of Ship Energy Systems,” China Three Gorges University, Yi Chang, China, Sep. 2021
  • Smart operation of the multi-energy system via reinforcement learning”, Shanghai Insitute of Technology, Shanghai, 2022
  • Presentation at ISGT-Asia 2022, Singapore 2022
  • Invited talk for iSPEC conference Nov-2020
  • 2019 IEEE/IAS 55th Industrial & Commercial Power Systems Technical Conference, CA. Oral presentation
  • 2017 IEEE Power & Energy Society General Meeting, USA. Poster presentation