Monitoring Multimode Continuous Processes: A Data-Driven Approach (Paperback)
Paperback 176 pages English 19-Aug-21
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Springer
Monitoring Multimode Continuous Processes: A Data-Driven Approach (Paperback)
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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 Quiñones-Grueiro, Orestes Llanes-Santiago, Antônio José Silva Neto
- Publisher:
- Springer
- Publication Date:
- 19-Aug-21
- Number of pages:
- 176 pages
- Language:
- English
- Binding:
- Paperback
- ISBN-10:
- 303054740X
- ISBN-13:
- 9783030547400