158 citations · 390 across the 9 of their papers we have counts for
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cs.LG2019★ 26 cited
Arbitrage of Energy Storage in Electricity Markets with Deep Reinforcement Learning
Hanchen Xu, Xiao Li, Xiangyu Zhang +1
In this letter, we address the problem of controlling energy storage systems (ESSs) for arbitrage in real-time electricity markets under price uncertainty. We first formulate this…
cs.LG2018★ 7 cited
Learning Dynamical Demand Response Model in Real-Time Pricing Program
Hanchen Xu, Hongbo Sun, Daniel Nikovski +2
Price responsiveness is a major feature of end use customers (EUCs) that participate in demand response (DR) programs, and has been conventionally modeled with static demand functi…