| 模糊神经网络在故障诊断中的模型与应用 |
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| 引用本文： | 汤天浩,林翔,沈鼎新.模糊神经网络在故障诊断中的模型与应用[J].上海海事大学学报,1997(3). |
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| 作者姓名： | 汤天浩 林翔 沈鼎新 |
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| 作者单位： | 上海海运学院商船学院 |
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| 基金项目： | 交通部重点科技项目,上海市自然科学基金 |
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| 摘 要： | 对一种基于模糊神经网络的故障诊断方法进行了研究，探讨了模糊神经网络诊断模型和模糊算子选择。以柴油机示功图作为特征信号，构造了船舶主机故障诊断仿真系统，并给出了系统知识学习和模糊推理结果。
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| 关 键 词： | 神经网络，模糊算子，故障诊断 知识推理 |
Models of Fuzzy Neural Networks and Their Application in Fault Diagnosis |
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| Tang Tianhao,Lin Xiang,Shen Dingxin.Models of Fuzzy Neural Networks and Their Application in Fault Diagnosis[J].Journal of Shanghai Maritime University,1997(3). |
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| Authors: | Tang Tianhao Lin Xiang Shen Dingxin |
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| Institution: | Tang Tianhao Lin Xiang Shen Dingxin |
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| Abstract: | This paper pursues a fuzzy neural networks approach for fault diagnosis and discusses its models and the choice of the fuzzy operators. Using the indicator cards as the characteristic signals of the system, a simulation system is constructed to diagnose the faults of a marine main diesel engine. And the results of knowledge learning and fuzzy reasoning by the system are given. |
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| Keywords: | neural networks fuzzy operators fault diagnosis knowledge reasoning |
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