电火花线切割加工工艺参数智能优化研究

采用人工神经网络的智能优化方法对电火花线切割加工工艺参数进行优化,将优化后的参数用于实际加工,将加工结果与传统的非线性回归模型和人工神经网络模型的预测值进行比较,发现人工神经网络模型预测效果较好.

Research on Parameters Intelligence Optimization of WEDM

Using the method of intelligence optimization of artificial neural network to optimize the process parameters of WEDM, by comparing the predicted value of the artificial neural network model with the processing result and the traditional non-line tropical model, we found that the artificial neural network model can predict the result in a better way when we put the optimized parameters into practical processing.