Title :
Proposed Shift Quality Metrics and Experimentation on AMT Shift Quality Evaluation
Author :
Zhang, Jianguo ; Lei, Yulong ; Hua, Xin ; Wang, Jian ; Ge, Anlin
Author_Institution :
Jilin Univ., Changchun
Abstract :
A method to evaluate AMT shift quality based on neural network is implemented in Matlab/Simulink and an objective evaluation software is designed specially, which enables the possibility to produce ratings. The neural network is trained by data swatch attained after selecting the quality shift metrics. Tests show that it is able to produce grades to evaluate AMT shift quality. And the correlation between the developed evaluation method and subjective ratings given by drivers is proved.
Keywords :
mechanical engineering computing; neural nets; power transmission (mechanical); road vehicles; vehicle dynamics; neural network; objective evaluation software; shift quality evaluation; shift quality metrics; Acceleration; Automotive engineering; Educational institutions; Electronic mail; Frequency; Fuel economy; Neural networks; Shafts; Torque; Vehicle driving;
Conference_Titel :
Natural Computation, 2007. ICNC 2007. Third International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2875-5
DOI :
10.1109/ICNC.2007.582
