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Model-based Health Monitoring of Hybrid Systems

  • Danwei Wang
  • Ming Yu
  • Chang Boon Low
  • Shai Arogeti

Table of contents

  1. Front Matter
    Pages i-xii
  2. Danwei Wang, Ming Yu, Chang Boon Low, Shai Arogeti
    Pages 1-29
  3. Danwei Wang, Ming Yu, Chang Boon Low, Shai Arogeti
    Pages 31-80
  4. Danwei Wang, Ming Yu, Chang Boon Low, Shai Arogeti
    Pages 81-146
  5. Danwei Wang, Ming Yu, Chang Boon Low, Shai Arogeti
    Pages 147-189
  6. Danwei Wang, Ming Yu, Chang Boon Low, Shai Arogeti
    Pages 191-234
  7. Danwei Wang, Ming Yu, Chang Boon Low, Shai Arogeti
    Pages 235-261
  8. Danwei Wang, Ming Yu, Chang Boon Low, Shai Arogeti
    Pages 263-297

About this book

Introduction

This book systematically presents a comprehensive framework and effective techniques for in-depth analysis, clear design procedure, and efficient implementation of diagnosis and prognosis algorithms for hybrid systems. It offers an overview of the fundamentals of diagnosis\prognosis and hybrid bond graph modeling. This book also describes hybrid bond graph-based quantitative fault detection, isolation and estimation. Moreover, it also presents strategies to track the system mode and predict the remaining useful life under multiple fault condition. A real world complex hybrid system—a vehicle steering control system—is studied using the developed fault diagnosis methods to show practical significance.

Readers of this book will benefit from easy-to-understand fundamentals of bond graph models, concepts of health monitoring, fault diagnosis and failure prognosis, as well as hybrid systems.  The reader will gain knowledge of fault detection and isolation in complex systems including those with hybrid nature, and will learn state-of-the-art developments in theory and technologies of fault diagnosis and failure prognosis for complex systems.

Keywords

Bond Graph Failure Prognosis Fault Detection and Isolation Fault Diagnosis Global Analytical Redundancy Relations Hybrid Bond Graph Hybrid Systems Mode Tracker Model-based Health Monitoring Remaining Useful Life Sequential Causality Assignment Procedure for Hybrid Systems Vehicle Steering System

Authors and affiliations

  • Danwei Wang
    • 1
  • Ming Yu
    • 2
  • Chang Boon Low
    • 3
  • Shai Arogeti
    • 4
  1. 1., School of Electrical & Electronic EngineNanyang Technological UniversitySingaporeSingapore
  2. 2., School of Electrical & Electronic EngineNanyang Technological UniversitySingaporeSingapore
  3. 3., School of Electrical & Electronic EngineNanyang Technological UniversitySingaporeSingapore
  4. 4., Department of Mechanical EngineeringBen-Gurion University of the NegevBeer-ShevaIsrael

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4614-7369-5
  • Copyright Information Springer Science+Business Media New York 2013
  • Publisher Name Springer, New York, NY
  • eBook Packages Computer Science
  • Print ISBN 978-1-4614-7368-8
  • Online ISBN 978-1-4614-7369-5
  • Buy this book on publisher's site
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