Monitoring Multimode Continuous Processes: A Data-Driven Approach (Hardback)
Hardcover 173 pages English Aug 05, 2020
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Springer
Monitoring Multimode Continuous Processes: A Data-Driven Approach (Hardback)
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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.
- Author:
- Marcos Qui?ones-Grueiro, Orestes Llanes-Santiago, Ant?nio Jos? Silva Neto
- Publisher:
- Springer
- Publication Date:
- Aug 05, 2020
- Number of pages:
- 173 pages
- Language:
- English
- Binding:
- Hardcover
- ISBN-10:
- 303054737X
- ISBN-13:
- 9783030547370