摘要
汽车制动系统可靠性对汽车安全性是非常重要的。汽车制动系统可靠性具有多方面的影响因素,诸多因素具有模糊性,且可靠性与影响因素间表现为一个非线性的关系。分析了可靠性的影响因素,提出了基于FCM算法的样本聚类思想;建立了基于模糊神经网的制动系统可靠性预测模型,并对某汽车液压制动系统可靠性进行了预测,验证了模型的有效性。
The reliability of automobile braking system is very important to the automobile security.The automobile reliability of braking system has various influencing factor,many factors have the fuzziness,and the relations between the reliability and the influencing factor is nonlinear.The influencing factor of reliability was analyzed,the clustering idea of sample based on the FCM algorithm was put forward;the model of reliability forecast of braking system based on the fuzzy neural network was set,and the reliability of hydraulic brake system to some automobile was forecasted,the forecast showed that the model was valid.
出处
《机械设计与制造》
北大核心
2010年第5期228-230,共3页
Machinery Design & Manufacture
