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Robust Integration of Model-Based Fault Estimation and Fault-Tolerant Control

  • Provides a systematic guide to the robust integration of model-based fault estimation and fault-tolerant control
  • Offers extensive insight into problem formulation and strategy design
  • Showcases useful mathematical techniques
  • Numerous tutorial examples give readers practice in the theories presented
  • Supported by MATLABĀ®-based examples from the authors' website
  • Theory is made real in industrial applications from the fields of renewable energy, robotics and network systems
  • Includes supplementary material: sn.pub/extras

Part of the book series: Advances in Industrial Control (AIC)

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Table of contents (11 chapters)

  1. Front Matter

    Pages i-xvi
  2. Introduction

    1. Front Matter

      Pages 1-1
    2. Introduction

      • Jianglin Lan, Ronald J. Patton
      Pages 3-25
    3. Robust Integration in Fault Diagnosis and FTC

      • Jianglin Lan, Ronald J. Patton
      Pages 27-41
  3. Strategies for Robust Integration of FE and FTC

    1. Front Matter

      Pages 43-43
    2. Sequential Integration of FE and FTC

      • Jianglin Lan, Ronald J. Patton
      Pages 45-64
    3. Iterative Integration of FE and FTC

      • Jianglin Lan, Ronald J. Patton
      Pages 65-84
    4. Simultaneous Integration of FE and FTC

      • Jianglin Lan, Ronald J. Patton
      Pages 85-118
    5. Robust Decoupling Integration of FE and FTC

      • Jianglin Lan, Ronald J. Patton
      Pages 119-151
    6. Adaptive Decoupling Integration of FE and FTC

      • Jianglin Lan, Ronald J. Patton
      Pages 153-186
  4. Extension and Application

    1. Front Matter

      Pages 187-187
    2. Fault-Tolerant Wind Turbine Pitch Control

      • Jianglin Lan, Ronald J. Patton
      Pages 189-212
    3. Integration of FE and FTC for Large-Scale Interconnected Systems

      • Jianglin Lan, Ronald J. Patton
      Pages 237-261
    4. Summary and Future Perspectives

      • Jianglin Lan, Ronald J. Patton
      Pages 263-266
  5. Back Matter

    Pages 267-268

About this book

Robust Integration of Model-Based Fault Estimation and Fault-Tolerant Control is a systematic examination of methods used to overcome the inevitable system uncertainties arising when a fault estimation (FE) function and a fault-tolerant controller interact as they are employed together to compensate for system faults and maintain robustly acceptable system performance. It covers the important subject of robust integration of FE and FTC with the aim of guaranteeing closed-loop stability. The readerā€™s understanding of the theory is supported by the extensive use of tutorial examples, including some MATLABĀ®-based material available from the Springer website and by industrial-applications-based material.

The text is structured into three parts:

  • Part I examines the basic concepts of FE and FTC, providing extensive insight into the importance of and challenges involved in their integration;
  • Part II describes five effective strategiesfor the integration of FE and FTC: sequential, iterative, simultaneous, adaptive-decoupling, and robust decoupling; and
  • Part III begins to extend the proposed strategies to nonlinear and large-scale systems and covers their application in the fields of renewable energy, robotics and networked systems.

The strategies presented are applicable to a broad range of control problems, because in the absence of faults the FE-based FTC naturally reverts to conventional observer-based control.

The book is a useful resource for researchers and engineers working in the area of fault-tolerant control systems, and supplementary material for a graduate- or postgraduate-level course on fault diagnosis and FTC.

Advances in Industrial Control reports and encourages the transfer of technology in control engineering. The rapid development of control technology has an impact on all areas of the control discipline. The series offers an opportunity for researchers to present an extended exposition of new work in all aspects of industrial control.

Reviews

ā€œI would like to recommend the book to students and researchers interested in FTC and FE (or FDD).ā€ (Jin Liang, zbMATH 1481.93002, 2022)

Authors and Affiliations

  • Aeronautical and Automotive Engineering, Loughborough University, Loughborough, UK

    Jianglin Lan

  • School of Engineering and Computer Science, University of Hull, Hull, UK

    Ronald J. Patton

About the authors

Dr Jianglin Lan received his B.Eng. degree in Automation from the South China Agricultural University in 2011, M.Sc. degree in Control Theory and Control Engineering from the South China University of Technology in 2014, and Ph.D. degree in Control & Intelligent Systems Engineering from the University of Hull in 2017. From August 2017 to November 2018, he was as a Research Associate in the Rolls-Royce University Technology Centre at the Department of Automatic Control and Systems Engineering, University of Sheffield. Since November 2018, he has been working as a Research Associate at the Department of Aeronautical and Automotive Engineering, Loughborough University. He is the author of 22 refereed papers (including 9 journal papers) and 1 chapter in an edited monograph. His research interests include fault estimation and fault-tolerant control, robust optimization and decision making, and their applications for renewable energy, robotics and network systems.

ProfessorRon J. Patton graduated from Sheffield University with B.Eng., M.Eng., Ph.D. degrees in Electrical & Electronic Engineering and Control Systems. He holds the Chair in Control & Intelligent Systems Engineering at Hull University and has made a substantial contribution in over 35 years to the field of modelling Robust methods for FDI/FDD (fault detection and isolation/fault detection and diagnosis) and Fault-Tolerant Control (FTC) in dynamic systems. He has a Hirsch Index H_55 and is author of 490 papers, including 140 journal papers and 6 books. Dr Patton serves on the Editorial Board of the International Journal of Applied Mathematics and Computer Science. He is Subject Editor in System Supervision: Fault-tolerant Control & Diagnosis for the Wiley Journal of Adaptive Control & Signal Processing. He has chaired several conference committees including the International Programme Committees for IFAC Safeprocessā€™97, UKACC Controlā€™98 and the Medā€™08. His current research interests are robust multiple-model and de-centralized strategies for FDI/FDD & FTC and Renewable Energy including load mitigation control for offshore wind turbines and wave to wire control of wave energy conversion. He is Fellow of IEEE, Senior member of AIAA and Fellow of the Institute of Measurement and Control.

Bibliographic Information

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access