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商品詳細
Monitoring Multimode Continuous Processes: A Data-Driven Approach. 2021 ed.
・ISBN 978-3-030-54737-0 hard EUR 99.99
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| 著者・編者 | Quinones-Grueiro, Marcos / Llanes-Santiago, Orestes / Silva Neto, Antonio Jose, |
|---|---|
| シリーズ | (Studies in Systems, Decision and Control) |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2020 |
| ページ数 | 153 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A02-82907＞ |
解説
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.