Anomaly Detection for Charging Voltage Profiles in Battery Cells in an Energy Storage Station Based on Robust Principal Component Analysis

Lithium-ion batteries, with their high energy density, long cycle life, and non-polluting advantages, are widely used in energy storage stations. Connecting lithium batteries in series to form a battery pack can achieve the required capacity and voltage. However, as the batteries are used for extend...

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Bibliographic Details

Published in:	Applied Sciences
Main Authors:	Jiaqi Yu, Yanjie Guo, Wenjie Zhang
Format:	Article
Language:	English
Published:	MDPI AG 2024-08-01
Subjects:	lithium-ion battery robust principal component analysis anomaly detection method energy storage station
Online Access:	https://www.mdpi.com/2076-3417/14/17/7552