Paper Title:
Fault Diagnosis of Automobile Engine Based on Support Vector Machine
  Abstract

A Vehicle simulation model is built by AMESim software. During the Electronic Stability Program (ESP) running on, the cases of varieties about system variables are investigated based on the automobile dynamic model. Fault modes of actuators and sensors in ESP are built up. And data-fault is acquired. Support Vector Machine (SVM) based on classification is applied for fault diagnosis of the ESP system. The basic idea is to identify the information and classify new fault samples by using the trained SVM model. Finally, simulation examples are performed to verify the effectiveness of the proposed design.

  Info
Periodical
Chapter
Chapter 8: Industrial Mechanics
Edited by
Linli Xu, Wenya Tian and Elwin Mao
Pages
1060-1064
DOI
10.4028/www.scientific.net/AMM.80-81.1060
Citation
D. J. Wang, M. Li, C. Liu, J. N. Sun, "Fault Diagnosis of Automobile Engine Based on Support Vector Machine", Applied Mechanics and Materials, Vols. 80-81, pp. 1060-1064, 2011
Online since
July 2011
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Price
$32.00
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