[1]颜廷虎,钟秉林,黄仁.BP神经网络在旋转机械故障诊断中的应用[J].东南大学学报(自然科学版),1993,23(5):16-20.[doi:10.3969/j.issn.1001-0505.1993.05.003]
 Yan Tinghu,Zhang Binglin,Huang Ren.Applications of Neural Network in Rotating Machinery Fault Diagnosis[J].Journal of Southeast University (Natural Science Edition),1993,23(5):16-20.[doi:10.3969/j.issn.1001-0505.1993.05.003]
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BP神经网络在旋转机械故障诊断中的应用()
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《东南大学学报(自然科学版)》[ISSN:1001-0505/CN:32-1178/N]

卷:
23
期数:
1993年第5期
页码:
16-20
栏目:
自动化
出版日期:
1993-09-20

文章信息/Info

Title:
Applications of Neural Network in Rotating Machinery Fault Diagnosis
作者:
颜廷虎钟秉林黄仁
东南大学机械工程系; 东南大学机械工程系
Author(s):
Yan Tinghu Zhang Binglin Huang Ren
Department of Mechanical Engineering
关键词:
神经网络 故障诊断 旋转机械
分类号:
TP206.3
DOI:
10.3969/j.issn.1001-0505.1993.05.003
摘要:
人工神经网络模型是在现代生物神经系统研究基础上建立的一种网状结构,是对人脑某些基本特性的一种简单的数学模拟。神经网络以其信息的并行分布式处理、联想记忆、自组织及自学习能力,在机械故障诊断领域显示了极大的应用潜力。本文就神经网络对给定知识的表达、联想、记忆能力及网络结构进行了研究,利用反向误差传播网络对旋转机械中四种典型故障进行了实例分析诊断,取得了令人满意的效果。

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更新日期/Last Update: 2013-04-20