Research on Intelligent Fault Diagnosis of Engine Based on MOBP Neural Network

被引：2
|
作者：
Zhang, Heda [1 ,2 ]
Song, Jiantong [2 ]
Han, Jialin [1 ]
Fang, Fang [2 ]
Ren, Wanqiang [2 ]
机构：
[1] Beijing Inst Technol, Inst Ind Engn, Beijing, Peoples R China
[2] Beijing Polytech, Inst Automot Engn, Beijing, Peoples R China
来源：
PROCEEDINGS OF 2013 CHINESE INTELLIGENT AUTOMATION CONFERENCE: INTELLIGENT AUTOMATION & INTELLIGENT TECHNOLOGY AND SYSTEMS | 2013年 / 255卷
关键词：
Engine diagnosis; MOBP algorithm; Neural network;
D O I：
10.1007/978-3-642-38460-8_2
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Facing the demands of precise and intelligent diagnosis for engine faults, this paper applies the artificial intelligent theory, studies and realizes the application of the MOBP neural network on the intelligent diagnosis for engine faults. As is proved by the experiments, the training time based on the MOBP neural network is shorter than traditional methods, and the reasoning efficiency is significantly improved. It is confirmed that the study of the intelligent fault diagnosis for engine based on the MOBP neural network is practical.
引用
收藏
页码：13 / 18
页数：6
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