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Fault Diagnosis of Dynamic Systems

Quantitative and Qualitative Approaches

  • Teresa Escobet
  • Anibal Bregon
  • Belarmino Pulido
  • Vicenç Puig

Table of contents

  1. Front Matter
    Pages i-xv
  2. Joaquim Armengol, María Jesús de la Fuente, Vicenç Puig
    Pages 1-16
  3. Teresa Escobet, Belarmino Pulido, Anibal Bregon, Vicenç Puig
    Pages 17-40
  4. Standard Approaches

    1. Front Matter
      Pages 41-41
    2. Erik Frisk, Mattias Krysander, Teresa Escobet
      Pages 43-68
    3. Vicenç Puig, María Jesús de la Fuente, Joaquim Armengol
      Pages 69-95
    4. Carlos J. Alonso-González, Belarmino Pulido
      Pages 97-124
    5. Louise Travé-Massuyès, Teresa Escobet
      Pages 153-175
    6. Joaquim Melendez i Frigola
      Pages 177-195
    7. Alban Grastien, Marina Zanella
      Pages 197-234
  5. Advanced Approaches

    1. Front Matter
      Pages 235-235
    2. Vicenç Puig, Masoud Pourasghar
      Pages 237-261
    3. Hamed Khorasgani, Gautam Biswas
      Pages 319-345
    4. Rafael M. Gasca, Ángel Jesús Varela-Vaca, Rafael Ceballos
      Pages 347-364
    5. Rafael Ceballos, Rui Abreu, Ángel Jesús Varela-Vaca, Rafael M. Gasca
      Pages 365-387
    6. Diana Borrego, María Teresa Gómez-López
      Pages 389-408
    7. Anibal Bregon, Matthew J. Daigle
      Pages 409-432
    8. Chetan S. Kulkarni, Jose Celaya
      Pages 433-458
  6. Back Matter
    Pages 459-462

About this book

Introduction

Fault Diagnosis of Dynamic Systems provides readers with a glimpse into the fundamental issues and techniques of fault diagnosis used by Automatic Control (FDI) and Artificial Intelligence (DX) research communities. The book reviews the standard techniques and approaches widely used in both communities. It also contains benchmark examples and case studies that demonstrate how the same problem can be solved using the presented approaches. The book also introduces advanced fault diagnosis approaches that are currently still being researched, including methods for non-linear, hybrid, discrete-event and software/business systems, as well as, an introduction to prognosis.

Fault Diagnosis of Dynamic Systems is valuable source of information for researchers and engineers starting to work on fault diagnosis and willing to have a reference guide on the main concepts and standard approaches on fault diagnosis. Readers with experience on one of the two main communities will also find it useful to learn the fundamental concepts of the other community and the synergies between them. The book is also open to researchers or academics who are already familiar with the standard approaches, since they will find a collection of advanced approaches with more specific and advanced topics or with application to different domains. Finally, engineers and researchers looking for transferable fault diagnosis methods will also find useful insights in the book.

Keywords

Fault Diagnosis Fault Detection Fault Isolation Structural Analysis DX Approach FDI Approach

Editors and affiliations

  • Teresa Escobet
    • 1
  • Anibal Bregon
    • 2
  • Belarmino Pulido
    • 3
  • Vicenç Puig
    • 4
  1. 1.Research Center for Supervision, Safety and Automatic Control (CS2AC)Universitat Politècnica de Catalunya (UPC)TerrassaSpain
  2. 2.Department of Computer ScienceUniversity of ValladolidSegoviaSpain
  3. 3.Department of Computer ScienceUniversity of ValladolidValladolidSpain
  4. 4.Research Center for Supervision, Safety and Automatic Control (CS2AC)Universitat Politècnica de Catalunya (UPC)TerrassaSpain

Bibliographic information