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
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2018
• Subjects: Hybrid; Electric Vehicles; DRNTU::Engineering::Mechanical engineering
• Online Access: https://hdl.handle.net/10356/89827; http://hdl.handle.net/10220/47155
• Institution: 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...