A New Anomaly Detection Indexbased Moving Window Interval PCA

Imen Hamrouni,Khaoula Ben Abdellafou,Hajer Lahdhiri,Okba Taouali,Kais Bouzrara

2022 5th International Conference on Advanced Systems and Emergent Technologies (IC_ASET)（2022）

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摘要

In this paper, a new fault detection index is used in the algorithm of moving window interval CIPCA. This later treats the interval data by making on consideration the uncertainties, the proposed approach is compared with the existing faultdetection index and possesses the best performance.

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关键词

Process monitoring,Uncertain systems,Uncertainty,Fault detection,Heuristic algorithms,Indexes,Anomaly detection

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