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Neural Network-Based State Estimation of Nonlinear Systems

Application to Fault Detection and Isolation

  • Heidar A. Talebi
  • Farzaneh Abdollahi
  • Rajni V. Patel
  • Khashayar Khorasani

Part of the Lecture Notes in Control and Information Sciences book series (LNCIS, volume 395)

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Heidar A. Talebi, Farzaneh Abdollahi, Rajni V. Patel, Khashayar Khorasani
    Pages 1-14
  3. Heidar A. Talebi, Farzaneh Abdollahi, Rajni V. Patel, Khashayar Khorasani
    Pages 15-35
  4. Heidar A. Talebi, Farzaneh Abdollahi, Rajni V. Patel, Khashayar Khorasani
    Pages 37-59
  5. Heidar A. Talebi, Farzaneh Abdollahi, Rajni V. Patel, Khashayar Khorasani
    Pages 61-82
  6. Heidar A. Talebi, Farzaneh Abdollahi, Rajni V. Patel, Khashayar Khorasani
    Pages 83-98
  7. Heidar A. Talebi, Farzaneh Abdollahi, Rajni V. Patel, Khashayar Khorasani
    Pages 99-130
  8. Back Matter
    Pages 1-23

About this book

Introduction

This series aims to report new developments in the fields of control and information sciences –quickly, informally and at a high level. The type material considered for publication includes:

1. Preliminary drafts of monographs and advanced textbooks

2. Lectures on a new field, or presenting a new angle on a classical field

3. Research reports

4. Reports of meetings, provided they are a) of exceptional interest and b) devoted to a specific topic. The timeliness of subject material is very important.

Information for Authors

Manuscripts should be written in English and be no less the 100, preferably no more than 500 pages. The manuscript in its final and approved version must be submitted in camera-ready form. Authors are encouraged to use LATEX together with the corresponding Springer LATEX macro packages. The corresponding electronic files are also required for the production process, in paticular the online version. Detailed instructions for authors can be found on the engineering site of our homepage: springer.com/series/642. Manuscripts should be sent to one of the series editors, Professor Dr.-Ing. M. Thomas, Institut für Regelungstechnik, Technische Universität, Appelstraße 11, 30167 Hannover, Germany, or Professor M. Morari, Institut für Automatik, ETH/ETL I 29, Physikstraße 3, 8092 Zürich, Switzerland, or directly to the Engineering Editor, Springer-Verlag, Tiergartenstresße 17, 69121 Heidelberg, Germany.

 

 

Keywords

actuator fault detection identification linear optimization neural network nonlinear system robot stability system system identification

Authors and affiliations

  • Heidar A. Talebi
    • 1
  • Farzaneh Abdollahi
    • 2
  • Rajni V. Patel
    • 3
  • Khashayar Khorasani
    • 4
  1. 1.Dept. Electrical EngineeringAmirkabir University of TechnologyTehranIran
  2. 2.Dept. Electrical EngineeringAmirkabir University of TechnologyTehranIran
  3. 3.Dept. Electrical & ComputerUniversity of Western OntarioLondonCanada
  4. 4.Dept. Electrical & Computer EngineeringConcordia UniversityMontrealCanada

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4419-1438-5
  • Copyright Information Springer Science+Business Media, LLC 2010
  • Publisher Name Springer, New York, NY
  • eBook Packages Engineering
  • Print ISBN 978-1-4419-1437-8
  • Online ISBN 978-1-4419-1438-5
  • Series Print ISSN 0170-8643
  • Series Online ISSN 1610-7411
  • Buy this book on publisher's site