5 papers
Translation-Symmetric Market: Enabling Incentive Compatibility For DER Aggregation
Ruike Lyu, Chuyi Li, Kedi Zheng +3
Virtual power plants (VPPs) are important for coordinating the rapidly growing portfolios of distributed energy resources (DERs) and enabling them to deliver multiple services to h…
Computation-power Coupled Modeling for IDCs and Collaborative Optimization in ADNs
Chuyi Li, Kedi Zheng, Hongye Guo +2
The batch and online workload of Internet data centers (IDCs) offer temporal and spatial scheduling flexibility. Given that power generation costs vary over time and location, harn…
A Data-Driven Pool Strategy for Price-Makers Under Imperfect Information
Kedi Zheng, Hongye Guo, Qixin Chen
This paper studies the pool strategy for price-makers under imperfect information. In this occasion, market participants cannot obtain essential transmission parameters of the powe…
Connection-Aware P2P Trading: Simultaneous Trading and Peer Selection
Cheng Feng, Kedi Zheng, Lanqing Shan +4
Peer-to-peer (P2P) trading is seen as a viable solution to handle the growing number of distributed energy resources in distribution networks. However, when dealing with large-scal…
Reinforcement Learning Based Bidding Framework with High-dimensional Bids in Power Markets
Jinyu Liu, Hongye Guo, Yun Li +5
Over the past decade, bidding in power markets has attracted widespread attention. Reinforcement Learning (RL) has been widely used for power market bidding as a powerful AI tool t…