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Monitoring Multimode Continuous Processes: A Data-Driven Approach by Marcos Quinones-Grueiro 9783030547400

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Description

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.

Book Information
ISBN 9783030547400
Author Marcos Quinones-Grueiro
Format Paperback
Page Count 153
Imprint Springer Nature Switzerland AG
Publisher Springer Nature Switzerland AG
Weight(grams) 155g

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