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3篇 您的检索式:作者名="Teng Jicai"
    题名 作者 年代 出处 被引量
1Springback Prediction and Optimization of Variable Stretch Force Trajectory in Three-dimensional Stretch Bending Process显示文摘Most of the existing studies use constant force to reduce springback while researching stretch force. However, variable stretch force can reduce springback more efficiently. The current research on springback prediction in stretch bending forming mainly focuses on artificial neural networks combined with the finite element simulation. There is a lack of springback prediction by support vector regression(SVR). In this paper, SVR is applied to predict springback in the three-dimensional stretch bending forming process, and variable stretch force trajectory is optimized. Six parameters of variable stretch force trajectory are chosen as the input parameters of the SVR model. Sixty experiments generated by design of experiments(DOE) are carried out to train and test the SVR model. The experimental results confirm that the accuracy of the SVR model is higher than that of artificial neural networks. Based on this model, an optimization algorithm of variable stretch force trajectory using particle swarm optimization(PSO) is proposed. The springback amount is used as the objective function. Changes of local thickness are applied as the criterion of forming constraints. The objection and constraints are formulated by response surface models. The precision of response surface models is examined. Six different stretch force trajectories are employed to certify springback reduction in the optimum stretch force trajectory, which can efficiently reduce springback. This research proposes a new method of springback prediction using SVR and optimizes variable stretch force trajectory to reduce springback.TENG Fei ZHANG Wanxi LIANG Jicai GAO Song 2015Chinese Journal of Mechanical Engineering2015,28,6:6
2Multifocus image fusion using phase congruency显示文摘Zhan Kun Li Qiaoqiao Teng Jicai 2015Journal of Electronic Imaging2015,24,03:1
3Spiking cortical model for rotation and scale invariant texture retrieval显示文摘Zhan Kun Teng Jicai Ma Yide 2013Jour- nal of Information Hiding and Multimedia Signal Process- ing2013,4,3:1
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