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Robust Design of Load Sensing Proportional Valve by Orthogonal Experiment Analysis with Constrained Multi-objective Genetic Algorithm
Technical Paper
2013-01-0378
ISSN: 0148-7191, e-ISSN: 2688-3627
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English
Abstract
This paper deals with the robust design of the Load Sensing Proportional Valve (LSPV). To find out the parameters which have main effect on the performance of the LSPV, the DOE based on orthogonal experiment is carried out utilizing the LSPV model built in AMESim environment. In order to save computation expense, the RSM technique is used to approximate the optimal objectives and constraints. Then a robust design methodology using multi-objective evolutionary algorithm (MOEA) is performed and a set of non-dominated solutions are therefore obtained. With specified assessments, feasible solutions can therefore be selected from the entire field of the Pareto optimal solutions. The validation is made by Monte Carlo Simulation Technique in terms of the robustness of the feasible solutions.
Authors
Citation
Ma, Z., Wu, J., Jin, A., and Zhang, Y., "Robust Design of Load Sensing Proportional Valve by Orthogonal Experiment Analysis with Constrained Multi-objective Genetic Algorithm," SAE Technical Paper 2013-01-0378, 2013, https://doi.org/10.4271/2013-01-0378.Also In
References
- Subramanian , S.C. , Darbha , S. , Rajagopal , K.R. A Diagnostic System for Air Brakes in Commercial Vehicles IEEE Transactions on Intelligent Transportation Systems September 2006 7 360 376
- Jung S.P. , Jun K.J. , Park T.W. and Yoon J.H. Development of the Brake System Design Program for a Vehicle International Journal of Automotive Technology 2007 9 45 51
- Kamin'ski , Z. Mathematical Modeling of the Pneumatic Relay Emergency Valve for Dual-line Agricultural Trailer Braking Systems Journal of Automobile Engineering 2011 226 603 612
- “AMESim Handbook,” LMS corporation Imagine SA 2007
- Lee , H-L. , Chang , S-J , Hwang , S-J , Su , F. , and Chen , S. K. Computer-Aided Design of a TSOP II LOC Package Using Taguchi's Parameter Design Method to Optimize Mold-Flow Balance ASME Journal of Electronic Packaging 2003 125 268 275
- Wu , J. , Zhang , H. , Zhang , Y. , and Chen , L. Robust Design of a Pneumatic Brake System in Commercial Vehicles SAE Int. J. Commer. Veh. 2 1 17 28 2009 10-4271/2009-01-0408
- Hacker K. , Lewis K. Robust Design Through The Use of a Hybird Genetic Algorithm ASME 2002 Design Engineering Technical Conferences DETC2002, DAC-34108 2002
- Liu Gang , Lin Zhongqin , Bao Youxia Improving Dimensional Accuracy of a U-shaped Part Through an Orthogonal Design Experiment Finite Elements in Analysis and Design 2002 39 107 118
- Zhang , Y. , Tang , C. , Chen , W. , Chen , L. et al. Robust Optimal Design for Enhancing Vehicle Handling Performance SAE Int. J. Passeng. Cars - Mech. Syst. 1 1 536 544 2009 10:4271/2008-01-0600