130 citations · 330 across the 11 of their papers we have counts for
3 papers · 1 filter
Coupling Temperature Distribution with the Single Particle Model
Matthew Hunt, Florian Theil, Ferran Brosa Planella +1
The DFN (Doyle-Fuller-Newman) model is well know for being accurate and computationally expensive. In situations where temperature gradients are important (eg fast charging) it is…
A Single Particle Model with Electrolyte and Side Reactions for degradation of lithium-ion batteries
Ferran Brosa Planella, W. Dhammika Widanage
Battery degradation, which is the reduction of performance over time, is one of the main roadblocks to the wide deployment of lithium-ion batteries. Physics-based models, such as t…
State of Health Estimation of Lithium-Ion Batteries in Vehicle-to-Grid Applications Using Recurrent Neural Networks for Learning the Impact of Degradation Stress Factors
Kotub Uddin, James Schofield, W. Dhammika Widanage
This work presents an effective state of health indicator to indicate lithium-ion battery degradation based on a long short-term memory (LSTM) recurrent neural network (RNN) couple…