Summary
I am currently a Professor with Young Endowed Honor at Southeast Unviersity and a Honorary Lecturer at Imperial College London. My current research interests include development and application of novel data analytics and artificial intelligence techniques in low-carbon energy-transportation-information systems modeling, analysis and control; optimization of economics of power system operation and planning. I serve as the "Emerging Smart Grid Technologies" Subject Editor for IET Smart Grid, and the Associate Editor of several prestigious international journals, including IEEE Trans. Smart Grid, IEEE Trans. Industrial Informatics, IEEE Trans. Industry Applications, IEEE Systems Journal and IET Renewable Power Generation. I also serve as a Young Editorial Board Member of Applied Energy.
Selected Publications
Journal Articles
Ye Y, Tang Y, Wang H, et al., 2021, A Scalable Privacy-Preserving Multi-agent Deep Reinforcement Learning Approach for Large-Scale Peer-to-Peer Transactive Energy Trading, IEEE Transactions on Smart Grid, ISSN:1949-3053, Pages:1-1
Ye Y, Qiu D, Sun M, et al., 2020, Deep reinforcement learning for strategic bidding in electricity markets, IEEE Transactions on Smart Grid, Vol:11, ISSN:1949-3053, Pages:1343-1355
Ye Y, Qiu D, Wu X, et al., 2020, Model-Free Real-Time Autonomous Control for A Residential Multi-Energy System Using Deep Reinforcement Learning, IEEE Transactions on Smart Grid, ISSN:1949-3053, Pages:1-1
Ye Y, Qiu D, Wu X, et al., 2020, Model-Free Real-Time Autonomous Control for A Residential Multi-Energy System Using Deep Reinforcement Learning, IEEE Transactions on Smart Grid, Vol:11, ISSN:1949-3053, Pages:3068-3068
Ye Y, Papadaskalopoulos D, Kazempour J, et al., 2020, Incorporating non-convex operating characteristics into bi-level optimization electricity market models, IEEE Transactions on Power Systems, Vol:35, ISSN:0885-8950, Pages:163-176
Ye Y, Papadaskalopoulos D, Strbac G, 2018, Investigating the Ability of Demand Shifting to Mitigate Electricity Producers' Market Power, IEEE Transactions on Power Systems, Vol:33, ISSN:0885-8950, Pages:3800-3811
Ye Y, Papadaskalopoulos D, Strbac G, 2015, Factoring Flexible Demand Non-Convexities in Electricity Markets, IEEE Transactions on Power Systems, Vol:30, ISSN:0885-8950, Pages:2090-2099