| 书目名称 | Fault-Diagnosis Systems | | 副标题 | An Introduction from | | 编辑 | Rolf Isermann | | 视频video | | | 概述 | Textbook from the highly praised father of fault tolerance.Combines mathematical profoundness with an orientation towards industrial application.With many elaborate examples | | 图书封面 |  | | 描述 | .With increasing demands for efficiency and product quality and progressing integration of automatic control systems in high-cost mechatronic and safety-critical processes, the field of supervision (or monitoring), fault detection and fault diagnosis plays an important role. ..The book gives an introduction into advanced methods of fault detection and diagnosis (FDD). After definitions of important terms, the reliability, availability, safety and systems integrity of technical processes is considered. Then fault-detection methods for single signals without models like limit and trend checking and with harmonic and stochastic models, like Fourier analysis, correlation and wavelets are treated. This is followed by fault detection with process models using the relationships between signals like parameter estimation, parity equations, observers and principal component analysis. The treated fault-diagnosis methods include classification methods from Bayes classification to neural networks with decision trees and inference methods from approximate reasoning with fuzzy logic to hybrid fuzzy-neuro systems...Especially for safety-critical processes fault-tolerant systems are required. Basic | | 出版日期 | Textbook 2006 | | 关键词 | Analysis; Monitoring; Signal; Trend; Wavelet; actuator; fuzzy; fuzzy logic; modeling; safety; sensor; quality c | | 版次 | 1 | | doi | https://doi.org/10.1007/3-540-30368-5 | | isbn_softcover | 978-3-540-24112-6 | | isbn_ebook | 978-3-540-30368-8 | | copyright | Springer-Verlag Berlin Heidelberg 2006 |
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发表于 2025-3-21 18:55:43
