Driving-style-oriented multi-objective optimal control of an electric vehicle

• Main Authors: Yang, Caixia, Lv, Chen, Shu, Hongyu, Song, Yitong, Wang, Huaji, Cao, Dongpu
• 其他作者: School of Mechanical and Aerospace Engineering
• 格式: Article
• 語言: English
• 出版: 2018
• 主題: Hybrid; Electric Vehicles; DRNTU::Engineering::Mechanical engineering
• 在線閱讀: https://hdl.handle.net/10356/89827; http://hdl.handle.net/10220/47155
• 機構: Nanyang Technological University

This paper investigates multi-objective optimization of electric vehicle (EV) based on features extracted from three driving styles, aiming at coordinating dynamic performance, ride comfort and energy efficiency. First, an unsupervised learning approach is used to clusters real-world driving data, o...