Tool Life Prediction Model Based on BP Neural Network[J]. Aeronautical Manufacturing Technology, 2010, 53(8): 93-96. DOI: 10.16080/j.issn1671-833x.2010.08.019.
Tool Life Prediction Model Based on BP Neural Network
分析了影响刀具寿命的主要因素,根据影响因素与刀具寿命之间的高度非线性关系,结合人工神经网络模型,建立了刀具寿命预测的 BP 神经网络模型,并利用模型进行了验证运算。结果表明:模型的预测值与刀具寿命的期望值非常接近,证明该建模方法是可靠有效的。
Abstract
The dominant factors affecting tool life are analyzed. According to the nonlinear relationship between factors and tool life
the tool life prediction model based on BP neural network is built up and the computing and demonstration are carried out by using this model. The results show that the model prediction value is very closed to the expected value of tool life
so the model is proved to be reliable and effective.