2 citations · 2 across the 1 of their papers we have counts for
4 papers
Model-Free Optimal Voltage Control via Continuous-Time Zeroth-Order Methods
Xin Chen, Jorge I. Poveda, Na Li
In power distribution systems, the growing penetration of renewable energy resources brings new challenges to maintaining voltage safety, which is further complicated by the limite…
Leveraging Two-Stage Adaptive Robust Optimization for Power Flexibility Aggregation
Xin Chen, Na Li
Adaptive robust optimization (ARO) is a well-known technique to deal with the parameter uncertainty in optimization problems. While the ARO framework can actually be borrowed to so…
Online Residential Demand Response via Contextual Multi-Armed Bandits
Xin Chen, Yutong Nie, Na Li
Residential loads have great potential to enhance the efficiency and reliability of electricity systems via demand response (DR) programs. One major challenge in residential DR is…
Online Optimal Control with Linear Dynamics and Predictions: Algorithms and Regret Analysis
Yingying Li, Xin Chen, Na Li
This paper studies the online optimal control problem with time-varying convex stage costs for a time-invariant linear dynamical system, where a finite lookahead window of accurate…