Monitoring Multimode Continuous Processes: A Data-Driven Approach - Marcos Quiñones-Grueiro,Orestes Llanes-Santiago,Antônio José Silva Neto
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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 fr ... Full description
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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.
More Information
| Author | Marcos Quiñones-Grueiro, Orestes Llanes-Santiago, Antônio José Silva Neto |
|---|---|
| Publisher | Springer International Publishing |
| Series | Studies in Systems, Decision and Control |
| Release year | 2020 |
| Cover type | Hardcover |
| EAN | 9783030547370 |