About Me
I'm currently a final-year CS Ph.D. candidate at the Institute for Interdisciplinary Information Sciences (IIIS), Tsinghua University, fortunately advised by Prof. Chenye Wu. I earned my bachelor's degree in Software Engineering from Huazhong University of Science & Technology (HUST).
I had the opportunity to be a visiting student at the Computing + Mathematical Sciences (CMS) Department, Caltech from Aug. 2023 to Mar. 2024, advised by Prof. Adam Wierman. I also collaborate closely with Prof. Zaiwei Chen at Purdue IE, Prof. Wei Qi at Tsinghua IE, and Dr. Laixi Shi at Caltech CMS.
Research Interests
Motivated by critical challenges in sustainable energy systems, my research interests lie at the intersection of learning and optimization. I focus on developing sample-efficient and robust decision-making frameworks with provable guarantees by formalizing and encoding task-dependent structures and information. Specifically, I aim to address the challenges in energy system operations within time-varying and safety-critical environments, contributing to scalable, adaptive, and sustainbale solutions.News
- *Jul. 21, 2024, I'm excited to attend IEEE PESGM 2024 in Seattle, US, where I will present our work on sample-adaptive joint chance-constrained optimization for economic dispatch. Looking forward to seeing you all!
- *Jan. 1, 2024, our work 'Self-Improving Online Storage Control for Stable Wind Power Commitment' has been accepted by IEEE Transactions on Smart Grid. Thanks to the excellent collaborators!
- *Oct. 15, 2024, I'm excited to attend INFORMS 2023 in Phoenix, US. Looking forward to seeing you all!
- *Aug. 27, 2023, I begin an exciting six-month visit to the Computing + Mathematical Sciences (CMS) Department, Caltech, collaborating with Prof. Adam Wierman and many inspiring researchers!
- *Apr. 7, 2023, our work 'Sample-Adaptive Robust Economic Dispatch with Statistical Guarantees' has been accepted by IEEE Transactions on Power Systems. Thanks to the excellent collaborators!
Academic Services
Reviewers for ACC, CDC, PSCC, SmartGridComm, IEEE Transactions on Smart Grid, IEEE Transactions on Power Systems, IEEE Transactions on Industrial Applications, Applied Energy, International Journal of Electrical Power & Energy Systems, IEEE Systems Journal, etc.Selected Publications
- “Self-Improving Online Storage Control for Stable Wind Power Commitment“
Chenbei Lu, Hongyu Yi, Jiahao Zhang, Chenye Wu
IEEE Transactions on Smart Grid. [pdf]- “Sample-Adaptive Robust Economic Dispatch with Statistical Guarantees”
Chenbei Lu, Nan Gu, Wenqian Jiang, Chenye Wu
IEEE Transactions on Power Systems. [pdf]- “Privacy Preserving User Energy Consumption Profiling: From Theory to Application“
Chenbei Lu, Jingshi Cui, Haoxiang Wang, Hongyu Yi, Chenye Wu
IEEE Transactions on Smart Grid. [pdf] - “Sample-Adaptive Robust Economic Dispatch with Statistical Guarantees”