Back to results
US 2022/0187375 A1Published application
Lithium-ion battery health management based on single particle model
AssigneeUniversity of South Carolina
InventorsGuangxing Niu, Bin Zhang
Life of this patent
Estimating the term…
Abstract
Described herein are methods of Lithium battery health management based on a single particle model as shown and described herein to provide for reliable and accurate battery factor estimation to ensure efficient system operation.
Claims15
A method for describing battery behavior comprising:
- employing at least one particle swarm optimization parameter;
- employing a Lebesgue sampling-based Bayesian estimation framework;
- and
- estimating via a single particle model at least one state-of-charge factor and at least one state-of-health factor for a battery.
1 more element
A method for simulating behavior in a lithium-ion battery comprising:
- using a single particle model to simulate lithium-ion battery behavior;
- employing particle swarm optimization to identify at least one parameter of the single particle model;
- and
- implementing the single particle model in a Lebesgue sampling and Bayesian estimation framework to estimate at least state of charge and state of health for the lithium-ion battery.
1 more element
Dependencies are inferred from the claim text.