| Monitoring Multimode Continuous Processes: A Data-Driven Approach 2021 Edition Contributor(s): Quiñones-Grueiro, Marcos (Author), Llanes-Santiago, Orestes (Author), Silva Neto, Antônio José (Author) |
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ISBN: 303054740X ISBN-13: 9783030547400 Publisher: Springer OUR PRICE: $104.49 Product Type: Paperback - Other Formats Published: August 2021 |
| Additional Information |
| BISAC Categories: - Technology & Engineering | Engineering (general) - Computers | Data Processing - Computers | Intelligence (ai) & Semantics |
| Physical Information: 0.38" H x 6.14" W x 9.21" (0.56 lbs) 153 pages |
| Descriptions, Reviews, Etc. |
| Publisher 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. |
