Liu Wei (EEE)

Lab Position: Ph.D. Students (2018, Fall)

Email: wei006@e.ntu.edu.sg

Office: S2-B7c-05, Clean Energy Research Lab

Research Topic: Health Monitoring and Management of Battery Energy Storage Systems

Brief Biography:

Wei Liu received the B.Eng and M.Eng degrees in electrical engineering from Huazhong University of Science and Technology, Wuhan, China, in 2015 and 2018, respectively. He also holds a MSc degree in Clean and Renewable Energy from Mines ParisTech, Paris, France. From September 2016 to August 2017, he was an exchange student at Ecole Polytechniques, Paris, France. He is currently pursuing his PhD degree at Nanyang Technological University, Singapore. His research interests include battery health monitoring, battery energy managemengt system, solar forecast and so on.

Education:
2011 - 2015: BSc student, School of Automation, Huazhong University of Science and Technology (HUST), China
2015 - 2018: MEng student, China-EU Institute of Clean and Renewable Energy, HUST, China
2016 - 2017: Exchange student, Ecole Polytechniques, France
2018 - NOW: PhD, School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore

Publications:

[1] Wei Liu, Chao Ren, and Yan Xu, “A Missing-Data Tolerant Hybrid Learning Method for Solar Power Forecasting,” IEEE Transactions on Sustainable Energy, early access.

[2] Wei Liu, Yan Xu, Xue Feng, and Yu Wang, “Optimal fuzzy logic control of energy storage systems for V / f support in distribution networks considering battery degradation,” International Journal of Electrical Power & Energy Systems, vol. 139, p. 107867, Jul. 2022.

[3] Wei Liu, Chao Ren, and Yan Xu, “PV Generation Forecasting With Missing Input Data: A Super-Resolution Perception Approach,” IEEE Transactions on Sustainable Energy, vol. 12, no. 2, pp. 1493-1496, Apr. 2021.

[4] Wei Liu, Yan Xu, and Xue Feng, “A Hierarchical and Flexible Data-Driven Method for Online State-Of-Health Estimation of Li-ion Battery,” IEEE Transactions on Vehicular Technology, vol. 69, no. 12, pp. 14739-14748, Dec. 2020.

[5] Wei Liu, and Yan Xu, “Data-Driven Online Health Estimation of Li-Ion Batteries Using A Novel Energy-Based Health Indicator,” IEEE Transactions on Energy Conversion, vol. 35, no. 3, pp. 1715-1718, Sep. 2020.

[6] Wei Liu, and Yan Xu, “Randomized learning-based hybrid ensemble model for probabilistic forecasting of PV power generation,” IET Generation, Transmission & Distribution, vol. 14, no. 24, pp. 5909-5917, Sep. 2020.

[7] Wei Liu, Yu Wang, Yan Xu, and Xue Feng, “Fuzzy logic based Adaptive Control of Distributed Energy Storage Systems for Simultaneous V/f Regulation,” in 2020 IEEE Power & Energy Society General Meeting (PESGM), Montreal, Canada, Aug. 2020. (Best Paper Award)

[8] Wei Liu, and Yan Xu, “A Comprehensive Review of Health Indicators of Li-ion Battery for Online State of Health Estimation,” in 2019 IEEE 3rd Conference on Energy Internet and Energy System Integration (EI2), Changsha, China, Nov. 2019.