A Robust Fault Diagnosis System of Packaging Process Based on Multisensor and Probabilistic Neural Networks

摘要：

In this paper, we put forward a fault diagnosis system based on multisenor and probabilistic neural networks (PNN). The multisensor is employed as an effective direct abstracting tool for the frequency segments features of the field signal. The fault signals are dealt with by using probabilistic neural network estimating models. Simulation results show that the proposed method is featured by swiftness, accuracy and ease of practical application.

关键词： Multisensor probabilistic neural networks(PNN) fault diagnosis packaging process

作者: Lamei Yan Gengsheng Hu

作者单位: School of printing engineering,Hangzhou Dianzi University (Hangzhou,China,310018)

会议类型: 国际会议

会议名称: 2009 9th International Conference on Electronic Measurement & Instruments(第九届电子测量与仪器国际会议 ICEMI2009)

会议地点: 北京

会议语种:英文

页码: 4191-4195

在线出版日期: 2009-08-16（万方平台首次上网日期，不代表论文的发表时间）