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Solving Fault Diagnosis Problems

Linear Synthesis Techniques

  • Andreas┬áVarga

Part of the Studies in Systems, Decision and Control book series (SSDC, volume 84)

Table of contents

  1. Front Matter
    Pages i-xxviii
  2. Basics of Fault Diagnosis

    1. Front Matter
      Pages 1-1
    2. Andreas Varga
      Pages 3-6
    3. Andreas Varga
      Pages 7-25
    4. Andreas Varga
      Pages 27-56
    5. Andreas Varga
      Pages 57-67
  3. Synthesis of Residual Generators

    1. Front Matter
      Pages 69-70
    2. Andreas Varga
      Pages 127-146
    3. Andreas Varga
      Pages 147-199
    4. Andreas Varga
      Pages 201-246
  4. Background Material

    1. Front Matter
      Pages 247-247
    2. Andreas Varga
      Pages 249-297
    3. Andreas Varga
      Pages 299-379
  5. Back Matter
    Pages 381-394

About this book

Introduction

This book addresses fault detection and isolation topics from a computational perspective. Unlike most existing literature, it bridges the gap between the existing well-developed theoretical results and the realm of reliable computational synthesis procedures. 

The model-based approach to fault detection and diagnosis has been the subject of ongoing research for the past few decades. While the theoretical aspects of fault diagnosis on the basis of linear models are well understood, most of the computational methods proposed for the synthesis of fault detection and isolation filters are not satisfactory from a numerical standpoint. Several features make this book unique in the fault detection literature:  

  • Solution of standard synthesis problems in the most general setting, for both continuous- and discrete-time systems, regardless of whether they are proper or not; consequently, the proposed synthesis procedures can solve a specific problem whenever a solution exists
  • Emphasis on the best numerical algorithms to solve the synthesis problems for linear systems in generalized state-space form (also known as descriptor systems)
  • Development of general synthesis procedures relying on new computational paradigms, such as factorization-based design based on filter updating techniques and nullspace-based synthesis
  • Availability of a comprehensive set of free accompanying software tools for descriptor systems, which allows readers to easily implement all synthesis procedures presented in the book and ensures that all results are reproducible 

This book is primarily intended for researchers and advanced graduate students in the areas of fault diagnosis and fault-tolerant control. It will also appeal to mathematicians with an interest in control-oriented numerics.

Keywords

Fault Diagnosis Solutions Linear Synthesis Techniques Descriptor Systems Synthesis Problems Continuous-time Systems Discrete-time Systems

Authors and affiliations

  • Andreas┬áVarga
    • 1
  1. 1.GilchingGermany

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-51559-5
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-51558-8
  • Online ISBN 978-3-319-51559-5
  • Series Print ISSN 2198-4182
  • Series Online ISSN 2198-4190
  • Buy this book on publisher's site