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Monitoring Multimode Continuous Processes: A Data-Driven Approach

Monitoring Multimode Continuous Processes: A Data-Driven Approach

Paperback

Series: Studies in Systems, Decision and Control, Book 309

Technology & EngineeringGeneral Computers

ISBN10: 303054740X
ISBN13: 9783030547400
Publisher: Springer
Published: Aug 6 2021
Pages: 153
Weight: 0.56
Height: 0.38 Width: 6.14 Depth: 9.21
Language: English
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 areas: statistics, unsupervised, and supervised learning.

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