CARL – RWTH Aachen
eMove360 2025 speaker company Level Sponsor
Institute for Power Electronics and Electrical Drives
The ISEA at RWTH Aachen University is an outstanding center of excellence in battery research. With more than 20 years of experience, the Chair of Electrochemical Energy Conversion and Storage Systems at ISEA is dedicated to developing optimal battery systems for various applications. The “Artificial Intelligence for Batteries” group led by Prof. Dr.-Ing. Weihan Li contributes expertise in the fields of AI and advanced data analysis and aims to create synergy between physics-based modeling approaches and machine learning in battery research and technology.
Our research encompasses two core domains: At the material and component level, we are committed to enhancing image-based battery data analysis through deep learning. Our emphasis is on automating segmentation and detecting anomalies, ensuring the utmost accuracy and dependability. At the cell and system level, our expertise shines in battery modeling, parameterization, online monitoring, and control technologies, all aimed at ensuring the safe and reliable use of batteries.
A special focus of our work is the fast characterization of the performance of batteries from the production lines with machine learning, accelerating battery production evaluation and optimization.
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