Anomaly Data of Lithium-ion Batteries

Published: 20 October 2022| Version 1 | DOI: 10.17632/zdjymzjz6n.1
Contributor:
Dongxu Guo

Description

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.

Files

Institutions

Tsinghua University

Categories

Lithium Battery, Electric Vehicles

Licence