Dynamic state estimation for the advanced brake system of electric vehicles by using deep recurrent neural networks

• Main Authors: Xing, Yang, Lv, Chen
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Brakes; Vehicles
• Online Access: https://hdl.handle.net/10356/155324
• Institution: Nanyang Technological University

Dynamic state estimation is of considerable importance to the system monitoring, advanced control, and energy management of electrified vehicles (EVs). Among the dynamic states of various vehicle systems, the brake pressure is a key state that reflects the braking intent and maneuver of a driver and...