Anomaly Data of Lithium-ion Batteries
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https://data.mendeley.com/datasets/zdjymzjz6n
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资源简介：
Train.zip
The file type is '.pkl' file, and the content of each file is tuple (data, metadata).
data: The shape is (256, 8), and each column of data corresponds to features ['volt', 'current', 'soc', 'max_single_volt', 'min_single_volt', 'max_temp', 'min_temp', 'timestamp'].
metadata: It contains label and mile information.The label '00' indicates normal segments and '10' indicates abnormal segments.
Test.zip
The file type is '.pkl' file, and the content of each file is tuple (data, metadata).
data: The shape is (256, 8), and each column of data corresponds to features ['volt', 'current', 'soc', 'max_single_volt', 'min_single_volt', 'max_temp', 'min_temp', 'timestamp'].
metadata: It contains only mile information.
创建时间：
2022-10-20
