Title :
Robust design of unlinearized dynamic system
Author :
Wu, Ful-Chiang ; Lai, Ruei-Lung ; Yeh, Chi-Hao ; Chen, Cheng-Hsiung
Author_Institution :
Dept. of Manage. & Inf. Technol., Vanung Univ., Taoyuan, Taiwan
Abstract :
Reducing the variations in manufacturing processes and minimizing the quality loss of products are the fundamental elements of robust design. The robust design of dynamic system is used to find the optimal control factor settings so that the measured response is closest to the ideal function. Although Taguchi´s robust design was effective in improving performance of products or processes, the statisticians pointed to inefficiencies in the method for highly nonlinear dynamic systems and complexity of the parameter design. This paper proposes a general model for optimizing the robust design of multiple nonlinear dynamic systems based on the quality loss function and minimizing error variance while keeping the response on target. The example of unbalanced automobile drive shafts is provided to demonstrate the implementation and effectiveness of the proposed method.
Keywords :
Taguchi methods; nonlinear dynamical systems; optimal control; robust control; statistical analysis; Taguchi robust design; error variance; ideal function; manufacturing processes; measured response; multiple nonlinear dynamic systems; nonlinear dynamic complexity; optimal control factor settings; parameter design; product quality loss; quality loss function; statisticians; unbalanced automobile drive shafts; unlinearized dynamic system; Loss measurement; Nonlinear dynamical systems; Optimization; Robustness; Shafts; Tin; Weight measurement;
Conference_Titel :
Modelling, Identification and Control (ICMIC), Proceedings of 2011 International Conference on
Conference_Location :
Shanghai
DOI :
10.1109/ICMIC.2011.5973744