Kalman Filter Tuning Using Multi-Objective Genetic Algorithm for State and Parameter Estimation of Lithium-Ion Cells

Kalman Filter Tuning Using Multi-Objective Genetic Algorithm for State and Parameter Estimation of Lithium-Ion Cells

To ensure a reliable and safe operation of battery systems in various applications, the system’s internal states must be observed with high accuracy. Hereby, the Kalman filter is a frequently used and well-known tool to estimate the states and model parameters of a lithium-ion cell. A strong require...

Full description

Bibliographic Details
Main Authors: Michael Theiler, Dominik Schneider, Christian Endisch
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Batteries
Subjects:
battery model
Kalman filter
joint estimation
Kalman filter tuning
genetic algorithm
multi-objective optimization
Online Access:https://www.mdpi.com/2313-0105/8/9/104

Internet

https://www.mdpi.com/2313-0105/8/9/104

Similar Items