Regular biography
Dr Wangkun Xu is a Research Associate in the Department of Electrical Engineering at Imperial College London. His research interests are not specified in the available information. Dr Xu's profile page indicates a link to his professional details, though the content is not accessible due to browser compatibility issues. No further details regarding his academic background, awards, or specific research areas are provided.
Scholar-generated biography
Wangkun Xu is a Research Associate at Imperial College London, focusing on Power System Operation, Differentiable Optimization, and Constraint Learning. His research explores advanced methodologies for enhancing the security and efficiency of power systems through machine learning and optimization techniques. Xu's work includes developing robust strategies against cyber-attacks, integrating data and physics for secure control, and applying deep learning for load forecasting and anomaly detection. His publications address challenges such as false data injection attacks, uncertainty in power system decision-making, and the integration of stability constraints into operational scheduling. Xu's research emphasizes the intersection of cyber-physical systems, optimization, and machine learning to advance smart grid technologies.