Parameter Identification
Parameter Identification System for Fractional Order Model of Lithium-ion Battery
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The fractional order model of lithium-ion battery was established and the parameters to be identified were determined. The parameters for the fractional order model of lithium-ion were obtained by calling GA-PSO joint algorithm in time domain and frequency domain joint identification to achieve accurate modeling.
Tools used:
MATLAB, Parallel Computing Toolbox, Sheffield toolbox
Relevant data:
EIS data: EIS08.mat, DST data: DST08.mat, complex working condition data: OPSPP08.mat
Attention:
The running time of the program is long, and it may take 5 minutes, when bestresult < 0.4, the identification results are better.
Cite As
xiangyu wang (2026). Parameter Identification (https://in.mathworks.com/matlabcentral/fileexchange/98424-parameter-identification), MATLAB Central File Exchange. Retrieved .
General Information
- Version 2.3 (31.3 MB)
MATLAB Release Compatibility
- Compatible with any release
Platform Compatibility
- Windows
- macOS
- Linux
