Renzong Lian (连仁宗)

Education

Ph.D. Candidate in Shenzhen International Graduate School, Tsinghua University
Sept. 2021 ~ Now
Supervisor: Prof. Li Li, Prof. Zhiheng Li
M.Sc. in School of Mechanical Engineering, Beijing Institute of Technology
Sept. 2018 ~ Jul. 2021
Supervisor: Prof. Huachun Tan, Prof. Yuankai Wu and Prof. Hongwen He
B.Eng. in Vehicle Engineering, Fuzhou University
Sept. 2013 ~ July 2017
Bachelor of Engineering, School of Mechanical Engineering

National Scholarship, Ministry of Education of the People’s Republic of China, 2020
Excellent Graduate Student, Beijing Institute of Technology, 2020
Second Prize in China College Students ‘Internet+’ Innovation and Entrepreneurship Competition, Beijing Municipal Education Commission, 2020
Excellent Thesis, Fuzhou University. 2017
Second Prize in Cost and Manufacture Event of 2016 Formula Student China Competition, Society of Automotive Engineers of China. 2016
Second Prize in Mechanical Innovation Competition of Fujian Province, Fujian Educational Burea. 2015

Lian R, Peng J, Wu Y, et al. Rule-interposing deep reinforcement learning based energy management strategy for power-split hybrid electric vehicle[J]. Energy, 2020, 197: 117297. (GitHub: https://github.com/lryz0612/DRL-Energy-Management) (ESI Highly Cited Paper)
Lian R, Tan H, Peng J, et al. Cross-type transfer for deep reinforcement learning based hybrid electric vehicle energy management[J]. IEEE Transactions on Vehicular Technology, 2020, 69(8): 8367-8380. (GitHub: https://github.com/lryz0612/Transfer_DRL_EMS)
Lian R, Li Z, Wen B, et al. Predictive Information Multiagent Deep Reinforcement Learning for Automated Truck Platooning Control[J]. IEEE Intelligent Transportation Systems Magazine, 2023.
Lian R, Li Z, Li L. Lyapunov Exponent Based Stability Analysis for a High-Dimensional Nonlinear Vehicle System under Extreme Conditions[R]. SAE Technical Paper, 2024.