Titlebook: Monitoring Multimode Continuous Processes; A Data-Driven Approa Marcos Qui?ones-Grueiro,Orestes Llanes-Santiago,An Book 2021 Springer Natur

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2198-4182 e processesThis book examines recent methods for data-driven fault diagnosis of multimode continuous processes. It formalizes, generalizes, and systematically presents the main concepts, and approaches required to design fault diagnosis methods for multimode continuous processes. The book provides b

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https://doi.org/10.1007/978-3-030-54738-7Data driven fault diagnosis; Multimode processes; Clustering; Multivariate statistical methods; statisti

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978-3-030-54740-0Springer Nature Switzerland AG 2021

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Book 2021esents the main concepts, and approaches required to design fault diagnosis methods for multimode continuous processes. The book provides both theoretical and practical tools to help readers address the fault diagnosis problem by drawing data-driven methods from at least three different areas: statistics, unsupervised, and supervised learning..

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