| 书目名称 | Monitoring Multimode Continuous Processes |
| 副标题 | A Data-Driven Approa |
| 编辑 | Marcos Quiñones-Grueiro,Orestes Llanes-Santiago,An |
| 视频video | |
| 概述 | Presents data-driven fault diagnosis.Discusses multimode continuous processes.Lists monitoring schemes for steady, non-steady, and mixed-mode processes |
| 丛书名称 | Studies in Systems, Decision and Control |
| 图书封面 |  |
| 描述 | 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.. |
| 出版日期 | Book 2021 |
| 关键词 | Data driven fault diagnosis; Multimode processes; Clustering; Multivariate statistical methods; statisti |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-030-54738-7 |
| isbn_softcover | 978-3-030-54740-0 |
| isbn_ebook | 978-3-030-54738-7Series ISSN 2198-4182 Series E-ISSN 2198-4190 |
| issn_series | 2198-4182 |
| copyright | Springer Nature Switzerland AG 2021 |
发表于 2025-3-21 17:10:05
