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Predictive Energy Management in Plug-in Hybrid Electric Vehicles

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Publications

Reinforcement Learning Optimized Look-Ahead Energy Management of a Parallel Hybrid Electric Vehicle

Author(s): Teng Liu, Xiaosong Hu, Shengbo Eben Li, Dongpu Cao
Published in: IEEE/ASME Transactions on Mechatronics, Issue 22/4, 2017, Page(s) 1497-1507, ISSN 1083-4435
DOI: 10.1109/TMECH.2017.2707338

A Bi-Level Control for Energy Efficiency Improvement of a Hybrid Tracked Vehicle

Author(s): Teng Liu, Xiaosong Hu
Published in: IEEE Transactions on Industrial Informatics, Issue 14/4, 2018, Page(s) 1616-1625, ISSN 1551-3203
DOI: 10.1109/TII.2018.2797322

Configuration optimization for improving fuel efficiency of power split hybrid powertrains with a single planetary gear

Author(s): Huanxin Pei, Xiaosong Hu, Yalian Yang, Xiaolin Tang, Cong Hou, Dongpu Cao
Published in: Applied Energy, Issue 214, 2018, Page(s) 103-116, ISSN 0306-2619
DOI: 10.1016/j.apenergy.2018.01.070

Driving-Style-Based Co-Design Optimization of an Automated Electric Vehicle: A Cyber-Physical System Approach

Author(s): Chen Lv, Xiaosong Hu, Alberto Sangiovanni-Vincentelli, Clara Marina, Yutong Li, Dongpu Cao
Published in: IEEE Transactions on Industrial Electronics, 2018, Page(s) 1-1, ISSN 0278-0046
DOI: 10.1109/TIE.2018.2850031