Battery life constrained real-time energy management strategy for hybrid electric vehicles based on reinforcement learning

Reinforcement Learning: An Introduction

Jeffrey D. Johnson, Jinghong Li, Zengshi Chen · Neurocomputing · 2000 · 8.7K citations

Computing, Behavioral Sciences, Computer Science +12

Proceedings of the 2004 American Control Conference

2004 · 2.6K citations

Engineering, Public Policy, Process Control +6

Cycle-life model for graphite-LiFePO4 cells

John Wang, Ping Liu, Jocelyn Hicks-Garner et al. · Journal of Power Sources · 2010 · 1.7K citations

Engineering, Materials Engineering, Materials Science +8

Stochastic MPC With Learning for Driver-Predictive Vehicle Control and its Application to HEV Energy Management

Stefano Di Cairano, Daniele Bernardini, Alberto Bemporad et al. · IEEE Transactions on Control Systems Technology · 2013 · 442 citations

Engineering, Automotive Engineering, Autonomous Systems +17

Battery State-of-Health Perceptive Energy Management for Hybrid Electric Vehicles

Søren Ebbesen, Philipp Elbert, Lino Guzzella · IEEE Transactions on Vehicular Technology · 2012 · 324 citations

Engineering, Automotive Engineering, Electric Vehicle Engineering +16