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BatteryPredict_Code

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Mendeley Data2026-04-18 收录
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The BatteryPredict_Code is developed by Yixin Yang to predict the lithium-ion battery life based on machine learning for different applications (battery life early prediction and RUL prediction). This document will briefly introduce how to use this code. Specific algorithm principles, please refer to the paper [1]. [1] A machine-learning prediction method of lithium-ion battery life based on charge process for different applications

BatteryPredict_Code 由杨一心开发,可基于机器学习(machine learning)针对多类应用场景实现锂离子电池(lithium-ion battery)寿命预测,涵盖电池寿命早期预测与剩余可用寿命(RUL)预测。 本文将简要介绍该代码的使用方法,具体算法原理请参阅文献[1]。 [1] 面向多类应用场景、基于充电过程的锂离子电池寿命机器学习预测方法

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2021-04-14
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