| 基于PNN的飞机发动机故障诊断研究 |
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| 引用本文： | 常羽彤,张鹏.基于PNN的飞机发动机故障诊断研究[J].微计算机信息,2007,23(25):177-178. |
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| 作者姓名： | 常羽彤 张鹏 |
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| 作者单位： | 空军工程大学工程学院,陕西西安,710038 |
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| 摘 要： | 鉴于概率神经网络良好的分类性能,提出一种基于PNN的飞机发动机故障诊断方法,成功对三种典型飞机发动机转子故障做出了正确诊断。研究表明,PNN网络诊断准确,对测量噪声有良好的鲁棒性,具有较好的工程应用前景。
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| 关 键 词： | 概率神经网络 飞机发动机 故障诊断 |
| 文章编号： | 1008-0570（2007）09-1-0177-02 |
| 修稿时间： | 2007-06-13 |
Probabilistic Neural Network Based Aeroengine Fault Diagnosis |
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| CHANG YUTONG,ZHANG PENG.Probabilistic Neural Network Based Aeroengine Fault Diagnosis[J].Control & Automation,2007,23(25):177-178. |
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| Authors: | CHANG YUTONG ZHANG PENG |
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| Abstract: | Probabilistic neural network is good at classifying,we proposed a new method for aeroengine fault diagnosis based on PNN,and it can diagnose three typical aeroengine rotor fault accurately.The study shows that PNN is robust for noise rejection and is able to meet the application requirements. |
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| Keywords: | probabilistic neural network aeroengine fault diagnosis |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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