17 citations · 43 across the 13 of their papers we have counts for
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eess.SY2021
End-to-End Demand Response Model Identification and Baseline Estimation with Deep Learning
Yuanyuan Shi, Bolun Xu
This paper proposes a novel end-to-end deep learning framework that simultaneously identifies demand baselines and the incentive-based agent demand response model, from the net dem…
math.OC2021
Arbitraging Variable Efficiency Energy Storage using Analytical Stochastic Dynamic Programming
Ningkun Zheng, Joshua Jaworski, Bolun Xu
This paper presents a computation-efficient stochastic dynamic programming algorithm for solving energy storage price arbitrage considering variable charge and discharge efficienci…
eess.SY2021★ 1 cited
A Data-driven Nonlinear Recharge Controller for Energy Storage in Frequency Regulation
Wenting Ma, Bolun Xu
Battery energy storage boosts up the response speed of power system frequency regulation, but must be recharged carefully to minimize the distortion to the frequency regulation res…