应用神经网络对润滑油抗氧性的分析

Application of Neural Network Technique in the Analysis of the Oxidation Resistance of Lubrication Oil

本文采用神经网络辅助分析的方法 ,对内燃机润滑油的抗氧化性做了分析 ,对内燃机油中ZDDP的加量对润滑油抗氧性的影响作了预测 ,并将神经网络输出结果与实验结果进行比较 ,使网络训练误差得到最小 ,使网络训练结果与实验结果得到较好的模拟。

The oxidation resistance of lubrication oil was studied by using neural network technique.With neural network, the influence of ZDDP content on the oxidation resistance of lubrication oil was predicted.The output of the neural network was compared with the experiment result,and the error was restricted to the smallest.So that the output of the Neural Network simulated the experiment result very well.