DocumentCode
1686426
Title
A quick self-compensation method of resistance simulation system in vehicle chassis dynamometer based on kernel PCA
Author
Guo, Long ; Wang, Yushan
Author_Institution
Dept. of Civil Eng., Tianjin Inst. of Urban Constr., Tianjin, China
fYear
2010
Firstpage
2075
Lastpage
2079
Abstract
In the process of resistance simulation test on vehicle chassis dynamometer, nonlinear fluctuation of measured data can cause simulation low accuracy, so, by use of prime PCA(Principal Component Analysis) method, a quick self-compensation method with high-accuracy was proposed for resistance simulation test, then according to estimate action factor and compensation factor in nonlinear space of input data, the response and the accuracy are all improved.
Keywords
dynamometers; principal component analysis; kernel PCA; nonlinear fluctuation; principal component analysis; resistance simulation system; self-compensation method; vehicle chassis dynamometer; Accuracy; Analytical models; Correlation; Data models; Principal component analysis; Resistance; Vehicles; Vehicle chassis dynamometer; kernel PCA; resistance simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location
Jinan
Print_ISBN
978-1-4244-6712-9
Type
conf
DOI
10.1109/WCICA.2010.5554401
Filename
5554401
Link To Document