Research
Cloud-edge Collaboration with Incremental Learning in EV Batteries
This paper presents Dual Digital Twin, the next level of digital twin, in the presence of two levels of communication availability, for battery system real-time monitoring and control in electric vehicles. We design the physics-informed update of the neural network using the Lyapunov stability theorem to enhance the synchronization with the physical battery behavior