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Stochastic model predictive control for energy management of power-split plug-in hybrid electric vehicles based on reinforcement learning
(Elsevier, 2020-09-28)
In this paper, a stochastic model predictive control (MPC) method based on reinforcement learning is proposed for energy management of plug-in hybrid electric vehicles (PHEVs). Firstly, the power transfer of each component ...
State of charge estimation framework for lithium‐ion batteries based on square root cubature Kalman filter under wide operation temperature range
(Wiley, 2020-11-11)
Due to the significant influence of temperature on battery charging and discharging performance, exact evaluation of state of charge (SOC) under complex temperature environment becomes increasingly important. This paper ...