Research on Outlier Detection Algorithm for Evaluation of Battery System Safety

Battery system is the key part of the electric vehicle. To realize outlier detection in the running process of battery system effectively, a new high-dimensional data stream outlier detection algorithm (DSOD) based on angle distribution is proposed. First, in order to improve the algorithm stability...

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Bibliographic Details
Main Authors: Changhao Piao, Zhi Huang, Ling Su, Sheng Lu
Format: Article
Language:English
Published: SAGE Publishing 2014-01-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1155/2014/830402