基于可解释的相关性对工业控制系统的异常检测

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Updated: May 27, 2025

Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator
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Design and Application of a Fault Detection Method Based on Adaptive Filters and Rotational Speed Estimation for an Electro-Hydrostatic Actuator

Published on: October 28, 2022

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Ermiyas Birihanu1, Imre Lendák1

  • 1Data Science and Engineering Department, Faculty of Informatics, Eotvos Lorand University, Budapest, Hungary.

Frontiers in artificial intelligence
|February 19, 2025
PubMed
概括

本研究介绍了一种可解释的工业控制系统 (ICS) 异常检测方法. 它通过使用相关性和SHAP识别异常的根本原因来提高安全性,提高精度和F1分数.

关键词:
工业控制系统 工业控制系统检测异常检测异常检测相关性 相关性 相关性可以解释的可解释.根源原因分析分析.

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