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lc_gan_lstm_soh_predict's Introduction

LC_GAN_LSTM_SOH_Predict

使用改进的GAN去生成数据，并使用生成的数据去训练LSTM网络，从而提高预测电池SOH的准确率

第一次更新

将数据标准化以后，在进行训练，然后对生成的数据进行反标准化，将反标准化的结果存入csv

更新数据生成方式

将特征分为单条数据进行生成，电压、温度、时间

重新处理数据，

特征数据包含电池充电时间，电池放电时间，最高温度，IC容量曲线峰值

lc_gan_lstm_soh_predict's People

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