电池剩余使用寿命预测的LSTM神经网络我要分享

LSTM neural network for battery remaining life prediction

电池寿命预测 LSTM 神经网络

关注次数: 481

下载次数: 28

文件大小: 16.2MB

代码分类: 仿真计算

开发平台: matlab

下载需要积分: 20积分

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代码描述

中文说明:

电池剩余使用寿命预测的LSTM神经网络。


English Description:

LSTM neural network for battery remaining life prediction


代码预览

LSTM-Neural-Network-for-Time-Series-Prediction-master

.gitignore

LICENSE

README.md

config.json

config_batteryB0005.json

config_battery_0630.json

config_sin.json

core

core\__init__.py

core\data_2017-06-30_batchdata.py

core\data_processor.py

core\model.py

core\utils.py

data

data\2017_06_30_cell0_data.csv

data\2017_06_30_cell10_data.csv

data\2017_06_30_cell11_data.csv

data\2017_06_30_cell12_data.csv

data\2017_06_30_cell13_data.csv

data\2017_06_30_cell14_data.csv

data\2017_06_30_cell15_data.csv

data\2017_06_30_cell16_data.csv

data\2017_06_30_cell17_data.csv

data\2017_06_30_cell18_data.csv

data\2017_06_30_cell19_data.csv

data\2017_06_30_cell1_data.csv

data\2017_06_30_cell20_data.csv

data\2017_06_30_cell21_data.csv

data\2017_06_30_cell22_data.csv

data\2017_06_30_cell23_data.csv

data\2017_06_30_cell24_data.csv

data\2017_06_30_cell25_data.csv

data\2017_06_30_cell26_data.csv

data\2017_06_30_cell27_data.csv

data\2017_06_30_cell28_data.csv

data\2017_06_30_cell29_data.csv

data\2017_06_30_cell2_data.csv

data\2017_06_30_cell30_data.csv

data\2017_06_30_cell31_data.csv

data\2017_06_30_cell32_data.csv

data\2017_06_30_cell33_data.csv

data\2017_06_30_cell34_data.csv

data\2017_06_30_cell35_data.csv

data\2017_06_30_cell36_data.csv

data\2017_06_30_cell37_data.csv

data\2017_06_30_cell38_data.csv

data\2017_06_30_cell39_data.csv

data\2017_06_30_cell3_data.csv

data\2017_06_30_cell40_data.csv

data\2017_06_30_cell41_data.csv

data\2017_06_30_cell42_data.csv

data\2017_06_30_cell43_data.csv

data\2017_06_30_cell44_data.csv

data\2017_06_30_cell45_data.csv

data\2017_06_30_cell46_data.csv

data\2017_06_30_cell47_data.csv

data\2017_06_30_cell4_data.csv

data\2017_06_30_cell5_data.csv

data\2017_06_30_cell6_data.csv

data\2017_06_30_cell7_data.csv

data\2017_06_30_cell8_data.csv

data\2017_06_30_cell9_data.csv

data\2017_06_30_soc_data

data\2017_06_30_soc_data\readme.md

data\B0005.mat

data\sinewave.csv

data\sp500.csv

mytest.py

requirements.txt

run.py