DocumentCode :
1664236
Title :
Integration of uniform design and Kriging interpolation to the optimization of suspension parameters of a high speed railway vehicle
Author :
Cheng, Yung-Chang ; Lee, Cheng-Kang
Author_Institution :
Dept. of Mech. & Autom. Eng., Nat. Kaohsiung First Univ. of Sci. & Technol., Kaohsiung, Taiwan
fYear :
2010
Firstpage :
388
Lastpage :
393
Abstract :
This paper demonstrates the integration of uniform design and Kriging interpolation to the optimization of suspension parameters of a high speed railway vehicle. The critical hunting speed of the vehicle is the optimization function and is evaluated by Lyapunov´s indirect method. The vehicle´s nonlinear coupled differential equations of motion with twenty degrees of freedom are created based on Kalker´s linear theory and the heuristic nonlinear creep model. This paper shows that the integration of uniform design and Kriging interpolation can effectively advance the robustness of critical hunting speed against the noise factor.
Keywords :
interpolation; locomotives; statistical analysis; suspensions (mechanical components); vehicle dynamics; Kalker linear theory; Lyapunov indirect method; critical hunting speed; heuristic nonlinear creep model; high speed railway vehicle; kriging interpolation; noise factor; nonlinear coupled differential equations; optimization; suspension parameters; uniform design; MATLAB; Tin; Vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Modelling, Identification and Control (ICMIC), The 2010 International Conference on
Conference_Location :
Okayama
Print_ISBN :
978-1-4244-8381-5
Electronic_ISBN :
978-0-9555293-3-7
Type :
conf
Filename :
5553533
Link To Document :
بازگشت