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• W2895868833 abstract "Abstract This paper addresses the fault detectability problem for PCA-based process monitoring methods under closed-loop control. Unlike previous research assuming the same process variation for both modeling and monitoring periods, the impact of controller on data variation is considered. The effective fault direction is given in order to describe the effect of process variation on fault detection index under different controllers. The minimum variance along the effective fault direction is developed by introducing the concept of block-lower-triangular interactor matrix and conditional minimum variance control. The sufficient condition for a fault to be detectable under any controllers is provided. The proposed method is demonstrated with the simulation examples." @default.
• W2895868833 created "2018-10-26" @default.
• W2895868833 creator A5056937548 @default.
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• W2895868833 date "2018-01-01" @default.
• W2895868833 modified "2023-09-25" @default.
• W2895868833 title "Maximizing Fault Detectability with Closed-Loop Control" @default.
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• W2895868833 doi "https://doi.org/10.1016/j.ifacol.2018.09.282" @default.
• W2895868833 hasPublicationYear "2018" @default.
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