134 citations · 392 across the 36 of their papers we have counts for
16 papers · 1 filter
Multi-Agent Reinforcement Learning in Cournot Games
Yuanyuan Shi, Baosen Zhang
In this work, we study the interaction of strategic agents in continuous action Cournot games with limited information feedback. Cournot game is the essential market model for many…
Input Convex Neural Networks for Optimal Voltage Regulation
Yize Chen, Yuanyuan Shi, Baosen Zhang
The increasing penetration of renewables in distribution networks calls for faster and more advanced voltage regulation strategies. A promising approach is to formulate the problem…
Learning to Solve Network Flow Problems via Neural Decoding
Yize Chen, Baosen Zhang
Many decision-making problems in engineering applications such as transportation, power system and operations research require repeatedly solving large-scale linear programming pro…
Mitigation of Coincident Peak Charges via Approximate Dynamic Programming
Chase P. Dowling, Baosen Zhang
A significant portion of a consumer's annual electrical costs can be made up of coincident peak charges: a transmission surcharge for power consumed when the entire system is at pe…
Vulnerabilities of Power System Operations to Load Forecasting Data Injection Attacks
Yize Chen, Yushi Tan, Ling Zhang +1
We study the security threats of power system operation brought by a class of data injection attacks upon load forecasting algorithms. In particular, with minimal assumptions on th…
Non-Wire Alternatives: an Additional Value Stream for Distributed Energy Resources
Jesus E. Contreras-Ocaña, Yize Chen, Uzma Siddiqi +1
Distributed energy resources (DERs) can serve as non-wire alternatives (NWAs) to capacity expansion by managing peak load to avoid or delay traditional expansion projects. However,…