9 papers
Model Predictive Coolant Allocation for Integrated Tab-Surface Cooling of Battery Cells
Godwin K. Peprah, Torsten Wik, Masood Tamadondar +1
Battery electrical tab cooling is effective at reducing internal thermal gradients by exploiting the high thermal conductivity of the current collectors, whereas surface cooling is…
Online Energy Management for Bidirectional EV Charging with Rooftop PV: An Aging-Aware MPC Approach
Francesco Popolizio, Albert Å kegro, Torsten Wik +2
This paper investigates the economic impact of vehicle-home-grid integration in the presence of rooftop PV, by proposing an online, aging-aware energy management strategy for an el…
Online Aging-Aware Energy Optimization for Vehicle-Home-Grid Integration
Francesco Popolizio, Torsten Wik, Chih Feng Lee +1
This paper investigates the economic impact of vehicle-home-grid integration through an online optimization algorithm that manages energy flows between an electric vehicle, a house…
Reinforcement Learning-based Home Energy Management with Heterogeneous Batteries and Stochastic EV Behaviour
Meng Yuan, Ye Wang, Xinghuo Yu +2
The widespread adoption of photovoltaic (PV), electric vehicles (EVs), and stationary energy storage systems (ESS) in households increases system complexity while simultaneously of…
A Transferable Physics-Informed Framework for Battery Degradation Diagnosis, Knee-Onset Detection and Knee Prediction
Huang Zhang, Xixi Liu, Faisal Altaf +1
The techno-economic and safety concerns of battery capacity knee occurrence call for developing online knee detection and prediction methods as an advanced battery management syste…
Thermal Modelling of Battery Cells for Optimal Tab and Surface Cooling Control
Godwin K. Peprah, Yicun Huang, Torsten Wik +2
Optimal cooling that minimises thermal gradients and the average temperature is essential for enhanced battery safety and health. This work presents a new modelling approach for ba…