Monitoring Multimode Continuous Processes: A Data-Driven Approach - Softcover
Book 263 of 378: Studies in Systems, Decision and Control
Synopsis
This 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 both theoretical and practical tools to help readers address the fault diagnosis problem by drawing data-driven methods from at least three different statistics, unsupervised, and supervised learning.
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