Zhengmao Li

Assistant Professor
Assistant Professor
T410 Dept. Electrical Engineering and Automation

Dr. Li received the B.E. degree in information engineering and the M.E. degree in electrical engineering from Shandong University, Ji'nan, China, and the Ph.D. degree in electrical engineering from the School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, in 2020. During 2019-2021, he was a Research Fellow with the Stevens Institute of Technology, Hoboken, NJ, USA under IEEE Fellow, Prof. Wu Lei. From 2021-2023, he was a Research Fellow at Nanyang Technological University and Singapore ETH Center under IEEE Fellow, Prof. Wang Peng and Prof. Xu Yan.
From April. 2023, Dr.Li joined Aalto University as an Assistant Professor.

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

  1. 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.
  2. 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.
  3. Resilience enhancement of integrated-energy systems with demand response scheme and heterogeneous transportable energy storage.
  4. Advanced algorithms development and application in multi-energy operations such as approximate dynamic programming, deep reinforcement learning, machine learning, etc.
Full researcher profile

Contact information

Phone number

Areas of expertise

Multi energy system, electric energy storage, uncertainty handling, smart ships and buildings, deep reinforcement learning, Combined Heat and Power, Hydrogen, 213 Electronic, automation and communications engineering, electronics

Research groups

  • Multi-energy System Planning and Operation


Peer-to-Peer Energy Trading Under Network Constraints Based on Generalized Fast Dual Ascent

Changsen Feng, Bomiao Liang, Zhengmao Li, Weijia Liu, Fushuan Wen 2023 IEEE Transactions on Smart Grid

Blockchain-enabled Carbon and Energy Trading for Network-Constrained Coal Mines with Uncertainties

Hongxu Huang, Zhengmao Li, L. P.M.I. Sampath, Jiawei Yang, Hung D. Nguyen, Hoay Beng Gooi, Rui Liang, Dunwei Gong 2023 IEEE Transactions on Sustainable Energy

Distributionally robust energy-transportation coordination in coal mine integrated energy systems

Hongxu Huang, Zhengmao Li, Hoay Beng Gooi, Haifeng Qiu, Xiaotong Zhang, Chaoxian Lv, Rui Liang, Dunwei Gong 2023 Applied Energy

Distributed tri-layer risk-averse stochastic game approach for energy trading among multi-energy microgrids

Zhengmao Li, Lei Wu, Yan Xu, Luhao Wang, Nan Yang 2023 Applied Energy

Distributed optimization for network-constrained peer-to-peer energy trading among multiple microgrids under uncertainty

Luhao Wang, Zhuo Wang, Zhengmao Li, Ming Yang, Xingong Cheng 2023 International Journal of Electrical Power and Energy Systems

Risk-averse restoration of coupled power and water systems with small pumped-hydro storage and stochastic rooftop renewables

Yesen Yang, Zhengmao Li, Pradeep V. Mandapaka, Edmond Y.M. Lo 2023 Applied Energy

Optimal Operation of Energy Hub

Junjie Zhong, Yong Li, Yan Wu, Yijia Cao, Zhengmao Li, Yanjian Peng, Xuebo Qiao, Yong Xu, Qian Yu, Xusheng Yang, Zuyi Li, Mohammad Shahidehpour 2023 IEEE Transactions on Sustainable Energy

Robust Coordinated Optimization With Adaptive Uncertainty Set for a Multi-Energy Microgrid

Junjie Zhong, Yong Li, Yijia Cao, Yi Tan, Yanjian Peng, Yicheng Zhou, Yosuke Nakanishi, Zhengmao Li 2023 IEEE Transactions on Sustainable Energy