How to Use the Method of Multivariate Statistical Analysis Into the Equipment State Monitoring
- Chunhua Yang
- Corresponding Author
- Chunhua Yang
Available Online December 2015.
- https://doi.org/10.2991/icmmcce-15.2015.35How to use a DOI?
- Multivariate statistical analysis, Equipment state, ICA, KPCA, Automobile gearbox
- 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.
- Open Access
- This is an open access article distributed under the CC BY-NC license.
Cite this article
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 - 2015 4th International Conference on Mechatronics, Materials, Chemistry and Computer Engineering PB - Atlantis Press SN - 2352-538X UR - https://doi.org/10.2991/icmmcce-15.2015.35 DO - https://doi.org/10.2991/icmmcce-15.2015.35 ID - Yang2015/12 ER -