基于离散Hopfield网络的飞机发动机故障诊断的智能算法研究 |
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引用本文: | 王铮,李艳军. 基于离散Hopfield网络的飞机发动机故障诊断的智能算法研究[J]. 科技信息, 2010, 0(29): I0052-I0053 |
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作者姓名: | 王铮 李艳军 |
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作者单位: | 南京航空航天大学民航学院,江苏南京210016 |
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摘 要: | 本文尝试将Hopfield神经网络应用于飞机发动机故障诊断,阐述了基于离散Hopfield网络的故障诊断专家系统的基本结构,对离散Hopfield网络的容错能力做了分析,这样一方面体现了离散Hopfield网络的优越的容错能力,另一方面也为以后对该网络进行进一步优化提供了相关数据,克服了传统诊断专家系统的不足。
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关 键 词: | Hopfield神经网络 故障诊断 专家系统 |
Study of the Intelligent Arithmetic on the Fault Diagnosis of Airplane Engine Based on Hopfield Neural Net |
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Abstract: | This paper intends to apply the Hopfield neural net to fault diagnosis of airplane engine, and describes the basic configure, and analyzed the fault-tolerant ability of discrete Hopfield Network, in this way, this paper can show the superior fault-tolerant ability of discrete Hopfield Neural Network in the one hand; in the other hand, it can also support the relevant data for further optimization in the future, so the deficiency of the traditional diagnosis expert system is eliminated. |
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Keywords: | Hopfield neural net Fauh diagnosis Expert system |
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