Energy oriented driving behavior analysis and personalized prediction of vehicle states with joint time series modeling

• Main Authors: Xing, Yang, Lv, Chen, Cao, Dongpu, Lu, Chao
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Mechanical engineering; Energy Analysis; Driving Behaviors
• Online Access: https://hdl.handle.net/10356/155497
• Institution: Nanyang Technological University

Analyzing the energy consumption for road entities and the corresponding driving behaviors are critical tasks for the realization of public traffic with a low energy cost and high efficiency. In this study, a personalized energy consumption analysis and prediction framework are proposed to estimate...