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A New Anomaly Detection Indexbased Moving Window Interval PCA
Conference proceeding

A New Anomaly Detection Indexbased Moving Window Interval PCA

Imen Hamrouni, Khaoula Ben Abdellafou, Hajer Lahdhiri, Okba Taouali, Kais Bouzrara and khaoula Ben abdellafou
2022 5th International Conference on Advanced Systems and Emergent Technologies (IC_ASET), pp.461-466
22/03/2022
DOI: https://doi.org/10.1109/IC_ASET53395.2022.9765863

Abstract

Anomaly detection Data with Uncertainties Fault detection Heuristic algorithms Indexes MWCIPCA Process monitoring Tennessee Eastman process (TEP) Uncertain systems Uncertainty
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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