Title :
Robust design of nonlinear dynamic problem
Author :
Wu, Ful-Chiang ; Ouyang, Bing-Chang ; Chen, Cheng-Hsiung ; Chi-Hao Yeh
Author_Institution :
Dept. of Manage. & Inf. Technol., Vanung Univ., Chungli, Taiwan
Abstract :
Taguchi´s robust design is a popular methodology utilized within many different industries in order to improve product quality and process performance at low cost. 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 problems and complexity of the parameter design. This paper proposes a general model for optimizing the robust design of dynamic system parameter based on the quality loss function. The objective is to minimize the average quality loss instead of maximizing SN ratio suggested by Taguchi. The example of high-precision positioning device is provided to demonstrate the implementation and effectiveness of the proposed method.
Keywords :
Taguchi methods; nonlinear dynamical systems; optimal control; Taguchis robust design; average quality loss; dynamic system parameter; high-precision positioning device; nonlinear dynamic problem; optimal control factor settings; parameter design; process performance; product quality; quality loss function; Computer industry; Conference management; Educational technology; Engineering management; Industrial control; Nonlinear dynamical systems; Quality management; Robust control; Robustness; Technology management; dynamic system; ideal function; nonlinear problems; quality loss; robust design;
Conference_Titel :
Education Technology and Computer (ICETC), 2010 2nd International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-6367-1
DOI :
10.1109/ICETC.2010.5529275