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20 NC Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learning zhang cam, sysu

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ML-identify-battery-degradation

This software package implements the Gaussian Process method (GPML tool) to estimate the state of health and remaining useful lift of the Li-ion battery from impedance spectrum.

Please unzip the Code-Matlab to run the examples. The details are written in "Readme.txt".

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20 NC Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learning zhang cam, sysu