In this paper, a novel robust design approach is proposed to design the robustness of the nonlinear system under large uncontrollable variation. First, a variable sensitivity approach is proposed to formulate the nonlinear effect into the variable sensitivity matrix. Then, a variable sensitivity-based robust design is developed to minimize the variable sensitivity matrix so that the influence of the uncontrollable variation to the performance will be minimized. Since the proposed robust design considers the influence of the nonlinear term in a large design region, it can effectively improve the robustness of the nonlinear system despite large uncontrollable variation. Simulation examples have demonstrated the effectiveness of the proposed design method.
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e-mail: 50008245@student.cityu.edu.hk
e-mail: mehxli@cityu.edu.hk
e-mail: philip.chen@ieee.org
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June 2010
Technical Briefs
Variable Sensitivity-Based Deterministic Robust Design for Nonlinear System
XinJiang Lu,
XinJiang Lu
School of Mechanical and Electrical Engineering,
e-mail: 50008245@student.cityu.edu.hk
Central South University
, Hunan 410083, China; Department of Manufacturing Engineering and Engineering Management, City University of Hong Kong
, Hong Kong
Search for other works by this author on:
Han-Xiong Li,
Han-Xiong Li
Department of Manufacturing Engineering and Engineering Management,
e-mail: mehxli@cityu.edu.hk
City University of Hong Kong
, Hong Kong
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C. L. Philip Chen
C. L. Philip Chen
Faculty of Science and Technology,
e-mail: philip.chen@ieee.org
University of Macau
, Avenue Padre Tomás Pereira, Taipa, Macau, China
Search for other works by this author on:
XinJiang Lu
School of Mechanical and Electrical Engineering,
Central South University
, Hunan 410083, China; Department of Manufacturing Engineering and Engineering Management, City University of Hong Kong
, Hong Konge-mail: 50008245@student.cityu.edu.hk
Han-Xiong Li
Department of Manufacturing Engineering and Engineering Management,
City University of Hong Kong
, Hong Konge-mail: mehxli@cityu.edu.hk
C. L. Philip Chen
Faculty of Science and Technology,
University of Macau
, Avenue Padre Tomás Pereira, Taipa, Macau, Chinae-mail: philip.chen@ieee.org
J. Mech. Des. Jun 2010, 132(6): 064502 (7 pages)
Published Online: May 28, 2010
Article history
Received:
December 12, 2009
Revised:
April 27, 2010
Online:
May 28, 2010
Published:
May 28, 2010
Citation
Lu, X., Li, H., and Chen, C. L. P. (May 28, 2010). "Variable Sensitivity-Based Deterministic Robust Design for Nonlinear System." ASME. J. Mech. Des. June 2010; 132(6): 064502. https://doi.org/10.1115/1.4001669
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