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Fault-Diagnosis Systems : An Introduction From Fault Detection to Fault Tolerance by Rolf Isermann is a nonfiction available to read on EtoBox.

What is Fault-Diagnosis Systems : An Introduction From Fault Detection to Fault Tolerance about?

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 red

Who reads Fault-Diagnosis Systems : An Introduction From Fault Detection to Fault Tolerance?

Author

Rolf Isermann

Publisher

Springer-Verlag Berlin Heidelberg

Published

2005

Language

EN

ISBN

9783540241126

Category

nonfiction

Subjects

Science, Technology, Engineering