关键词: 参数优化, 人工神经网络, 数值仿真, 型材挤压, 遗传算法

Abstract: A new method for design optimization of technological variable in profile extrusion process is proposed, which integrates FE simulation technique, artificial neural network and genetic algorithm and lays out position of a non-symmetric angle aluminum profile extrusion die. The comparison between computing results and experiment ones indicated that the optimal modal is effective and correct. The extrusion process is done by numerical simulation on the above base, the mesh distortions of different stages of the extrusion process are described in detail. The distributions of stress and strain fields are also obtained. It is significant to direct the extrusion tech-nology and die designing of optimization.

Key words: Artificial neural network, Genetic algorithm, Numerical simulation, Parameters optimization, Profile extrusion