| 故障诊断专家系统神经网络学习机研究 |
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| 引用本文： | 冯建农 赵铭. 故障诊断专家系统神经网络学习机研究[J]. 华南理工大学学报(自然科学版), 1997, 0(6): 146-151 |
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| 作者姓名： | 冯建农 赵铭 |
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| 作者单位： | [1]华南理工大学计算机工程与科学系，广州510641 [2]暨南大学计算机科学系 |
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| 摘 要： | 根据故障诊断专家系统的特点，设计了一种面向故障诊断问题的机器学习系统。在参数修正自学习模型中，引入了变结构的参数修正人工神经网络模型，采用B-P学习算法及后验学习方式，实现了故障诊断专家系统参数修正学习机设计。在汽车故障诊断问题中的应用结果表明。学习效果良好。
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| 关 键 词： | 神经网络 学习机 专家系统 故障诊断 |
A STUDY OF THE ANN LEARNING MACHINE OF FAULT DETECTING EXPERT SYSTEMS |
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| Feng Jiannong Zhao Ming. A STUDY OF THE ANN LEARNING MACHINE OF FAULT DETECTING EXPERT SYSTEMS[J]. Journal of South China University of Technology(Natural Science Edition), 1997, 0(6): 146-151 |
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| Authors: | Feng Jiannong Zhao Ming |
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| Abstract: | The paper presents a study of the artificial neural networks (ANN) learning machine which is based on the fault detecting expert system. A variable architecture ANN model with B P algorithm is introduced to the learning machine of the expert system. Some parameters can be automatically modified in the system. |
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| Keywords: | artificial neural networks learning machine expert system fault detecting |
| 本文献已被 CNKI 维普 等数据库收录！ |
