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《Journal of Vibration and Shock》 2015-16
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Multi-objective optimization combining response surface model of machine gun tripod based on mesh morphing technology

HUA Hong-liang;LIAO Zhen-qiang;QIU Ming;SONG Jie;LI Jia-sheng;Nanjing University of Science and Technology;  
Tripod is an important part of the machine gun. The elastic deformation of tripod when firing has been identified as a major cause of influencing machine gun firing accuracy. In view of the problem,a method integrating mesh morphing technology, Plackett-Burman design and multi-objective optimization was proposed to improve the tripod stiffness. The mesh morphing technology was employed to define the shape variables,the Plackett-Burman design was utilized to determine the significant variables affecting the objectives and an optimal Latin hypercube sampling was utilized to generate uniformly distributed sampling points for fitting the Kriging response surface models with high accuracy.Further more,these response surface models were optimized by using the multi-objective genetic algorithm( MOGA) where the mass was defined as a constraint function and the axial bending stiffness and lateral bending stiffness were defined as objective functions. The Pareto optimal solution set was finally obtained. The conclusion can be drawn that the proposed methodology can improve the axial bending stiffness and lateral bending stiffness at the same time,and engineers can handle the trade-off between the objectives for guiding the decision-making.
【Fund】: 国家自然科学基金(51375241 51376090)
【CateGory Index】: TJ203
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