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基于集群的多视图异常值检测用于转换器变压器多变量时间序列数据

Yongjie Shi1, Jiang Guo1, Jiale Tian2

  • 1School of Power and Mechanical Engineering, Wuhan University, Wuhan 430072, China.

Sensors (Basel, Switzerland)
|September 13, 2025
PubMed
概括

一个新的基于多视图集群的异常值检测 (MVCOD) 框架改善了复杂的变压器监控数据中的异常值检测. 这种方法提高了可靠的状态评估和维护决策的数据质量.

关键词:
转换器 变压器 变压器多视图聚类多视图聚类.异常标志的检测异常标志的检测

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