How to Use the Method of Multivariate Statistical Analysis Into the Equipment State Monitoring

DOI

10.2991/icmmcce-15.2015.35How to use a DOI?

Keywords

Multivariate statistical analysis, Equipment state, ICA, KPCA, Automobile gearbox

Abstract

The method of multivariate statistical analysis is a branch of classical statistics, is a comprehensive analysis method, it can also have each other for multiple objects and the index of correlation analysis, parsing the statistical rule between them, at present has been widely applied to agricultural scientific research and industry. Using multivariate statistical analysis can be for condition detection and accurate diagnosis of industrial equipment, find their potential failure. In this paper, it based on independent component analysis ICA method of multivariate statistical analysis on the automobile gear box of equipment state monitoring and analysis.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Chunhua Yang
PY  - 2015/12
DA  - 2015/12
TI  - How to Use the Method of Multivariate Statistical Analysis Into the Equipment State Monitoring
BT  - Proceedings of the 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering 2015
PB  - Atlantis Press
SP  - 176
EP  - 181
SN  - 2352-538X
UR  - https://doi.org/10.2991/icmmcce-15.2015.35
DO  - 10.2991/icmmcce-15.2015.35
ID  - Yang2015/12
ER  -