معرفی
Prof. Dr.-Ing. Weihan Li is a Junior Professor at RWTH Aachen University, specializing in Artificial Intelligence and Digitalization for Batteries. He is affiliated with the Institute for Power Electronics and Electrical Drives (ISEA) and the Center for Ageing, Reliability, and Lifetime Prediction of Electrochemical and Power Electronic Systems (CARL). His research bridges informatics, electrochemistry, and power electronics to advance battery technology through AI.
- B.Sc. in Automotive Engineering (Tongji University, 2014)
- M.Sc. in Automotive Engineering and Transport (RWTH Aachen, 2017)
- Ph.D. in Electrical Engineering and Information Technology (RWTH Aachen, 2021, summa cum laude)
Prof. Li’s research focuses on AI-driven battery modeling, diagnostics, and optimization. Key areas include digital twin technology, electrochemical parameterization, and lifetime prediction using field data. He explores multi-scale kinetic processes, thermal management, and mechanical-electrochemical coupling effects in battery systems.
The articles listed reflect his leadership in AI-powered battery analytics, spanning degradation prediction, fast charging, failure mode analysis, and grid-scale storage. His work emphasizes both theoretical innovation (e.g., diffusion models, physics-informed neural networks) and practical applications (e.g., second-life battery screening, automotive integration).
- Clarivate Highly Cited Researcher 2024
- BMBF BattFutur Research Group (€2M+)
- German Thesis Award (Körber Foundation)
- Reichart Prize
- vgbe Innovation Prize
- Battery Young Research Award
- Umbrella Award
- RWTH Innovation Award
Prof. Li leads an interdisciplinary research group with over €6 million in grants from BMBF, BMWK, BMDV, European Commission, and industry partners. His teams focus on battery informatics, AI-driven diagnostics, and digitalization of testing processes at CARL and ISEA.
