Skip to main content
SpringerLink
Log in
Book cover

Failure Characteristics Analysis and Fault Diagnosis for Liquid Rocket Engines

  • Book
  • © 2016

Overview

Authors:
  1. Wei Zhang

    1. Xi’an Research Institute of High-Tech, Xi'an, China

    View author publications

    You can also search for this author in PubMed   Google Scholar

  • The first book available on the fault characteristic analysis of LRE

  • Includes detailed modeling program of the LRE whole system with different faults

  • Involves several applications of artificial neural net (ANN), wavelet analysis, artificial immune system (AIS), fuzzy theory, statistical learning theory, hide-markov model (HMM) in the fault diagnosis of the LRE

  • Involves several applications of the time series analysis, gray model, support vector machine (SVM) in the fault prediction of the LRE

  • Includes supplementary material: sn.pub/extras

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
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

Licence this eBook for your library

Institutional subscriptions

Table of contents (11 chapters)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Introduction

    • Wei Zhang
    Pages 1-9

  3. Failure Pattern and Corresponding Mechanism Analysis of LRE

    • Wei Zhang
    Pages 11-35

  4. Analysis Methods of Failure Model for LRE

    • Wei Zhang
    Pages 37-69

  5. Fault Characteristic Analysis of LRE

    • Wei Zhang
    Pages 71-119

  6. Fault Diagnosis of LRE Based on ANN

    • Wei Zhang
    Pages 121-164

  7. Fault Diagnosis Method Based on Wavelet Transform

    • Wei Zhang
    Pages 165-192

  8. Fault Diagnosis Method Based on Artificial Immune System

    • Wei Zhang
    Pages 193-217

  9. Fault Diagnosis Method Based on Fuzzy Theory

    • Wei Zhang
    Pages 219-254

  10. Fault Analysis and Diagnosis Method Based on Statistical Learning Theory

    • Wei Zhang
    Pages 255-278

  11. Fault Diagnosis Method Based on Hidden Markov Model

    • Wei Zhang
    Pages 279-305

  12. Fault Prediction Methods of Liquid Rocket Engine (LRE)

    • Wei Zhang
    Pages 307-360

  13. Back Matter

    Pages 361-401
    Download chapter PDF
Back to top

Keywords

About this book

This book concentrates on the subject of health monitoring technology of Liquid Rocket Engine (LRE), including its failure analysis, fault diagnosis and fault prediction. Since no similar issue has been published, the failure pattern and mechanism analysis of the LRE from the system stage are of particular interest to the readers. Furthermore, application cases used to validate the efficacy of the fault diagnosis and prediction methods of the LRE are different from the others. The readers can learn the system stage modeling, analyzing and testing methods of the LRE system as well as corresponding fault diagnosis and prediction methods. This book will benefit researchers and students who are pursuing  aerospace technology, fault detection, diagnostics and corresponding applications.

Reviews

“This book is best classified as an exercise in applied mathematics; it presents various mathematical methods that can be applied to the problem of fault diagnostics in liquid-fueled rocket engines. The techniques include those based on neural networks, wavelet transforms, fuzzy sets, statistical learning theory, hidden Markov models, and time series analysis. … Summing Up: Recommended. Professionals and practitioners only.” (A. M. Strauss, Choice, Vol. 54 (4), December, 2016)

Authors and Affiliations

  • Xi’an Research Institute of High-Tech, Xi'an, China

    Wei Zhang

About the author

Wei Zhang received the specialized M.S. degrees in mechanics from Xi’an Jiaotong University in 1995, and the Ph.D. degrees in ordnance science and technology from Xi’an High-tech institute, Shaanxi, China, in 2003. He is currently a Professor of aeronautical science and technology in Xi’an High-tech institute, Shaanxi, China. His research interests include non-destructive testing technology, condition monitoring, fault diagnosis and signal processing. He is one of the fifth executive directors of the fault diagnosis professional committee in the Chinese Society of Vibration Engineering. The funding of the projects he has involved or been responsible for has exceeded $ 1000,000. He has published 3 books and about 150 papers. Many papers have been indexed by SCI and EI.

Gan Tian received the B.S. degrees in mechanics from Xi’an High-tech institute, Shaanxi, China, in 2003, and the specialized M.S. degrees in aeronautical and astronautical science and technology from Xi’an High-tech institute, Shaanxi, China, in 2009. He is currently a Lecturer of aeronautical science and technology in Xi’an High-tech institute, Shaanxi, China. His research interests include non-destructive testing technology and  fault diagnosis.

Zhigao Xu received the B.S. degrees in mechanics from Xi’an High-tech institute, Shaanxi, China, in 1999, the specialized M.S. degrees in aeronautical and astronautical science and technology from Xi’an High-tech institute, Shaanxi, China, in 2003 and the Ph.D. degrees in ordnance science and technology from Xi’an High-tech institute, Shaanxi, China, in 2009. He is currently an Associate Professor of aeronautical science and technology in Xi’an High-tech institute, Shaanxi, China. His research interests include fault diagnosis and signal processing.

Zhengwei Yang received the B.S. degrees in mechanics from Xi’an High-tech institute, Shaanxi, China, in 2005, and the Ph.D. degrees in ordnance science and technology from Xi’an High-tech institute, Shaanxi, China, in 2011. He is currently a Lecturer of aeronautical science and technology in Xi’an High-tech institute, Shaanxi, China. His research interests include non-destructive testing technology, condition monitoring, and signal processing.

Bibliographic Information

  • Book Title: Failure Characteristics Analysis and Fault Diagnosis for Liquid Rocket Engines

  • Authors: Wei Zhang

  • DOI: https://doi.org/10.1007/978-3-662-49254-3

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg and National Defense Industry Press 2016

  • Hardcover ISBN: 978-3-662-49252-9Published: 06 June 2016

  • Softcover ISBN: 978-3-662-56994-8Published: 30 May 2018

  • eBook ISBN: 978-3-662-49254-3Published: 25 May 2016

  • Edition Number: 1

  • Number of Pages: XIV, 401

  • Number of Illustrations: 92 b/w illustrations, 61 illustrations in colour

  • Topics: Aerospace Technology and Astronautics, Computational Intelligence, Computer Applications

Publish with us

Policies and ethics

Back to top

Search

Navigation