Monitoring Multimode Continuous Processes: A Data-Driven Approach

Monitoring Multimode Continuous Processes: A Data-Driven Approach Marcos Quiñones-Grueiro, Orestes Llanes-Santiago, Antônio José Silva Neto
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.
Categories:
Computers – Hardware
Year:
2021
Edition:
1st ed.
Publisher:
Springer International Publishing;Springer
Language:
english
Pages:
166
ISBN 10:
3030547388
ISBN 13:
9783030547387
Series:
Studies in Systems, Decision and Control 309
File:
75 MB