Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Transient Overvoltage Analysis of Traction Power Supply System with Neutral Sections in China High-Speed Railway Using a State-Space Model Read chapter Read first chapter

2018 | OriginalPaper | Chapter

Research on Gearbox Fault Isolation Based on VPMCD

Authors : Xiukun Wei, Dong Yan

Published in: Proceedings of the 3rd International Conference on Electrical and Information Technologies for Rail Transportation (EITRT) 2017

Publisher: Springer Singapore

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

As a power transmission device, gearbox is an indispensable component of the urban rail vehicle, and it is significant to determine the fault type of the gearbox and to provide the basis for the maintenance and maintenance plan of gearbox. In this paper, traditional VPMCD method is improved in the selection of the prediction variables and the parameter estimation, and based on the error between the estimated value and the actual value, the fault type of the gearbox can be accurately judged. The applicability of VPMCD is analyzed by an example, and compared with other methods, the superiority of the optimized VPMCD is verified.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now
previous chapter Fault Identification for High-Speed Vehicle Suspension System Using Nonlinear Filtering
next chapter A Feature Extraction Method of Rolling Bearing Fault Signal Based on the Singular Spectrum Analysis and Linear Autoregressive Model
Literature
1.
Sun J (2008) Modern pattern recognition. Higher Education Press, Beijing
2.
Saimurugan M, Ramachandran KI et al (2011) Multi component fault diagnosis of rotational mechanical system based on decision tree and support vector machine. Expert Syst Appl 38(4):3819–3826CrossRef
3.
Wang CC (2010) Applications of fault diagnosis in rotating machinery by using time series analysis with neural network. Expert Syst Appl 37(2):1696–1702CrossRef
4.
Raghuraj R, Lakshminarayanan S (2009) Variable predictive models-a new multivariate classification approach for pattern recognition applications. Pattern Recogn 42(1):7–16CrossRefMATH
5.
Raghuraj R, Lakshminarayanan S (2008) Variable predictive model based classification algorithm for effective separation of protein structural classes. Comput Biol Chem 32(4):302–306CrossRefMATH
6.
Xu Z, Xuan J (2009) Application of a modified fuzzy ARTMAP with feature-weight learning for the fault diagnosis of bearing. Expert Syst Appl 36(6):9961–9968CrossRef
7.
He X, Cai D (2005) Laplacian score for feature selection. Adv Neural Inf Process Syst (18):507–514 (Cambridge)
8.
Ma JJ, Li SW (2009) Retrieving method of differential optical absorption spectroscopy based on M-estimator robust regression. Acta Photonica Sin 38(8):2035–2039
Metadata
Title
Research on Gearbox Fault Isolation Based on VPMCD
Authors
Xiukun Wei
Dong Yan
Copyright Year
2018
Publisher
Springer Singapore
Book
Proceedings of the 3rd International Conference on Electrical and Information Technologies for Rail Transportation (EITRT) 2017

Print ISBN: 978-981-10-7988-7

Electronic ISBN: 978-981-10-7989-4

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-981-10-7989-4_28

Premium Partner

    Image Credits