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- W2995114611 abstract "In this article, a novel multimode quality-related process monitoring method called multisubspace elastic network (MSEN) is proposed. To make mode partition more precisely, this article develops a novel clustering algorithm based on the neighborhood information and subtractive clustering algorithm. In each single mode, unlike conventional process monitoring models that only focus on whether the fault occurs, a novel elastic network based quality-related process monitoring model is established to judge whether the fault is quality related or not. In addition, to select the most suitable monitoring model for online data, the k-nearest neighbor rule and the voting strategy are applied. Once the fault is detected, the contribution plot method is used in both quality-related and quality-unrelated subspace for fault diagnosis. Finally, the proposed MSEN method is tested under the continuous stirred tank reactor to verify its superiority and advantage." @default.
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- W2995114611 date "2020-09-01" @default.
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- W2995114611 title "Multisubspace Elastic Network for Multimode Quality-Related Process Monitoring" @default.
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- W2995114611 doi "https://doi.org/10.1109/tii.2019.2959784" @default.
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