User behaviour informed learning and intelligent control for charging of vehicle battery packs
Research Project, 2022 – 2024

This battery management project aims to develop 1) modelling of user charging preference and demand, 2) user demand-informed optimisation for charging trajectory, and 3) distributed trajectory tracking control for the charging of battery packs. The project results will include a generic smart charging system to prolong battery life and improve the vehicle’s resource efficiency and convenience. The incorporated battery pack charging strategies will benefit from considering the user preferences and demand, where the designed charging currents can be intelligently adjusted according to different user demands that can effectively restrict battery degradation.


Changfu Zou (contact)

Chalmers, Electrical Engineering, Systems and control

Quan Ouyang

Chalmers, Electrical Engineering, Systems and control


European Commission (EC)

Project ID: 101067291
Funding Chalmers participation during 2022–2024

Related Areas of Advance and Infrastructure


Areas of Advance


Areas of Advance

Basic sciences


Innovation and entrepreneurship

Driving Forces


More information

Latest update