Title :
Prediction of the surface temperature of AMT clutch-disc based on projection pursuit regression
Author :
Dong, Yucai ; Fan, Gehua ; Qi, Ziwei ; Song, Aibin ; Zhang, Gaiping ; Min, Xiangjuan
Author_Institution :
Institute of Nonlinear Science, Academy of Armored Force Engineering, Beijing, China
Abstract :
The excess temperature of AMT Clutch-disc will cause the decline in reliability and service life of clutch work. By using the projection pursuit regression model, the effect of predicting the surface temperature on AMT through each influential factor is superior to other model obviously. Its better predicting effect solves the problem of the surface temperature difficult to be measured, providing the basis for development of AMT Clutch-disc and optimization of control design.
Keywords :
AMT Clutch-disc; Prediction; Projection Pursuit Regression; Surface Temperature;
Conference_Titel :
World Automation Congress (WAC), 2012
Conference_Location :
Puerto Vallarta, Mexico
Print_ISBN :
978-1-4673-4497-5