86 citations · 126 across the 36 of their papers we have counts for
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eess.SY2023
Plug-in Hybrid Electric Vehicle Energy Management with Clutch Engagement Control via Continuous-Discrete Reinforcement Learning
Changfu Gong, Jinming Xu, Yuan Lin
Energy management strategy (EMS) is a key technology for plug-in hybrid electric vehicles (PHEVs). The energy management of certain series-parallel PHEVs involves the control of co…
eess.SY2023★ 1 cited
Mixed-Integer Optimal Control via Reinforcement Learning: A Case Study on Hybrid Electric Vehicle Energy Management
Jinming Xu, Nasser Lashgarian Azad, Yuan Lin
Many optimal control problems require the simultaneous output of discrete and continuous control variables. These problems are usually formulated as mixed-integer optimal control (…
eess.SY2021★ 1 cited
Decentralized Coordination Between Economic Dispatch and Demand Response in Multi-Energy Systems
Zishun Liu, Shanying Zhu, Jinming Xu +1
In this paper, we investigate the problem of coordination between economic dispatch (ED) and demand response (DR) in multi-energy systems (MESs), aiming to improve the economic uti…