| BP网络算法及其在故障诊断中的应用述评 |
| |
| 引用本文： | 陈树越,余红英,刘广璞. BP网络算法及其在故障诊断中的应用述评[J]. 振动、测试与诊断, 2001, 21(2): 100-107 |
| |
| 作者姓名： | 陈树越 余红英 刘广璞 |
| |
| 作者单位： | 华北工学院机械电子工程系 |
| |
| 基金项目： | 山西省自然科学基金资助项目(编号:971043). |
| |
| 摘 要： | 根据目前BP网络及其在设备故障诊断中的应用和发展，讨论了BP算法存在的问题和解决途径，归纳总结了BP算法在故障诊断中的应用，提出了未来BP网络在故障诊断中的研究方向，表明BP网络在故障诊断中具有广泛的应用潜力和发展前景。
|
| 关 键 词： | 神经网络 故障诊断 BP算法 特征提取 述评 设备故障 |
| 修稿时间： | 2000-06-29 |
A Review of Back-propagation Algorithm and Its Application to Fault Diagnosis |
| |
| Chen Shuyue Yu Hongying Liu Guangpu. A Review of Back-propagation Algorithm and Its Application to Fault Diagnosis[J]. Journal of Vibration,Measurement & Diagnosis, 2001, 21(2): 100-107 |
| |
| Authors: | Chen Shuyue Yu Hongying Liu Guangpu |
| |
| Abstract: | According to the development of back propagation algorithm and its application to fault diagnosis, the problems in the algorithm and their solution are discussed. The applications of the algorithm to fault diagnosis are summarized and its direction in fault diagnosis research is presented. It is shown that the BP network has great potentiality in fault diagnosis. |
| |
| Keywords: | neural network fault diagnosis back propagation algorithm feature extraction review |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
