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Fault-Diagnosis Systems

An Introduction from Fault Detection to Fault Tolerance

  • Rolf Isermann

Table of contents

  1. Front Matter
    Pages I-XVIII
  2. Rolf Isermann
    Pages 1-10
  3. Fundamentals

  4. Fault-Detection Methods

    1. Rolf Isermann
      Pages 61-82
    2. Rolf Isermann
      Pages 83-93
    3. Rolf Isermann
      Pages 95-110
    4. Rolf Isermann
      Pages 111-146
    5. Rolf Isermann
      Pages 197-229
    6. Rolf Isermann
      Pages 253-265
  5. Fault-Diagnosis Methods

    1. Rolf Isermann
      Pages 287-293
    2. Rolf Isermann
      Pages 295-310
    3. Rolf Isermann
      Pages 311-343
  6. Fault-Tolerant Systems

    1. Rolf Isermann
      Pages 347-354
    2. Rolf Isermann
      Pages 355-365
  7. Application Examples

  8. Back Matter
    Pages 435-475

About this book

Introduction

Supervision, health-monitoring, fault detection, fault diagnosis and fault management play an increasing role for technical processes and vehicles, in order to improve reliability, availability, maintenance and life-time. For safety-related processes fault-tolerant systems with redundancy are required in order to reach comprehensive system integrity.

This book gives an introduction into the field of fault detection, fault diagnosis and fault-tolerant systems with methods which have proven their performance in practical applications. It guides the reader in a structured tutorial style:

  • supervision methods, reliability, safety, system integrity and related terminology;
  • fault detection with signal-based methods for periodic and stochastic signals;
  • fault detection with process model-based methods like parameter estimation, state estimation, parity equations and principal component analysis;
  • fault diagnosis with classification and inference methods;
  • fault-tolerant systems with hardware and analytical redundancy;
  • many practical simulation examples and experimental results for processes like electrical motors, pumps, actuators, sensors and automotive components;
  • end-of-chapter exercises for self testing or for practice.

The book is dedicated to graduate students of electrical, mechanical, chemical engineering and computer science and for practising engineers.

Keywords

Analysis Monitoring Signal Trend Wavelet actuator fuzzy fuzzy logic modeling safety sensor

Authors and affiliations

  • Rolf Isermann
    • 1
  1. 1.Institut für Automatisierungstechnik Fachgebiet Regelungstechnik und ProzessautomatisierungTU DarmstadtDarmstadtGermany

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-30368-5
  • Copyright Information Springer-Verlag Berlin Heidelberg 2006
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-540-24112-6
  • Online ISBN 978-3-540-30368-8
  • Buy this book on publisher's site