Fault-Diagnosis Systems PDF
By:Rolf Isermann
Published on 2006-01-16 by Springer Science & Business Media
With increasing demands for efficiency and product quality plus progress in the 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, it considers the reliability, availability, safety and systems integrity of technical processes. Then fault-detection methods for single signals without models such as limit and trend checking and with harmonic and stochastic models, such as Fourier analysis, correlation and wavelets are treated. This is followed by fault detection with process models using the relationships between signals such as 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. Several practical examples for fault detection and diagnosis of DC motor drives, a centrifugal pump, automotive suspension and tire demonstrate applications.
This Book was ranked at 31 by Google Books for keyword Diagnosis.
Book ID of Fault-Diagnosis Systems's Books is EDtCjMo18R8C, Book which was written byRolf Isermannhave ETAG "S4yZJP903Ho"
Book which was published by Springer Science & Business Media since 2006-01-16 have ISBNs, ISBN 13 Code is 9783540303688 and ISBN 10 Code is 3540303685
Reading Mode in Text Status is false and Reading Mode in Image Status is true
Book which have "475 Pages" is Printed at BOOK under CategoryTechnology and Engineering
Book was written in en
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