1 citations · 2 across the 5 of their papers we have counts for
8 papers
Bounded-Regret MPC via Perturbation Analysis: Prediction Error, Constraints, and Nonlinearity
Yiheng Lin, Yang Hu, Guannan Qu +2
We study Model Predictive Control (MPC) and propose a general analysis pipeline to bound its dynamic regret. The pipeline first requires deriving a perturbation bound for a finite-…
Towards Balanced Three-phase Charging: Phase Optimization in Adaptive Charging Networks
Zixin Ye, Tongxin Li, Steven H. Low
We study the problem of phase optimization for electric-vehicle (EV) charging. We formulate our problem as a non-convex mixed-integer programming problem whose objective is to mini…
An Improved Surrogate Method for Solving the Energy Storage Optimal Bidding Problem
Yue Chen, Wei Wei, Tongxin Li +3
Energy storage is expected to play an increasingly important role in mitigating variations that come along with the growing penetration of renewable energy. In this paper, we study…
Competitive Algorithms for the Online Multiple Knapsack Problem with Application to Electric Vehicle Charging
Bo Sun, Ali Zeynali, Tongxin Li +3
We introduce and study a general version of the fractional online knapsack problem with multiple knapsacks, heterogeneous constraints on which items can be assigned to which knapsa…
Real-time Flexibility Feedback for Closed-loop Aggregator and System Operator Coordination
Tongxin Li, Steven H. Low, Adam Wierman
Aggregators have emerged as crucial tools for the coordination of distributed, controllable loads. However, to be used effectively, aggregators must be able to communicate the avai…
Decentralized Provision of Renewable Predictions within a Virtual Power Plant
Yue Chen, Tongxin Li, Changhong Zhao +1
The mushrooming of distributed energy resources turns end-users from passive price-takers to active market participants. To manage those massive proactive end-users efficiently, vi…