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作者:

Fu, Sheng (Fu, Sheng.) | Cai, Shasha (Cai, Shasha.) | Zhu, Xiaomin (Zhu, Xiaomin.)

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EI Scopus

摘要:

According to the complexity and importance of transmission's online pre-delivery inspection, this article introduces the development of transmission's test monitor system based on VC++. Signal acquisition module, signal analysis module, the quality detection module and database module have been contained in the system. The system will combine order analysis theory with spectrum theory to extract characteristic signals, and provide two detection methods: support vector machine (SVM) and standard extremal. The system enriches the SVM training samples by the extremal to get a more complete model of support vector machine, so that can improve the accuracy and detection efficiency of transmission's online pre-delivery inspection. This paper describes the functionality of each module and the implementation process, the final experimental study shows the feasibility of the system.

关键词:

Support vector machines Automobile transmissions Signal processing Quality control Transmissions

作者机构:

  • [ 1 ] [Fu, Sheng]Beijing University of Technology, China
  • [ 2 ] [Cai, Shasha]Beijing University of Technology, China
  • [ 3 ] [Zhu, Xiaomin]Beijing Research Institute of Automation for Machinery Industry, China

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来源 :

International Journal of Digital Content Technology and its Applications

ISSN: 1975-9339

年份: 2012

期: 11

卷: 6

页码: 282-288

被引次数:

WoS核心集被引频次:

SCOPUS被引频次: 4

ESI高被引论文在榜: 0 展开所有

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