| RBF神经网络在传感器故障诊断中的应用研究 |
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| 引用本文： | 韩逸飞,何琳. RBF神经网络在传感器故障诊断中的应用研究[J]. 舰船电子工程, 2008, 28(9) |
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| 作者姓名： | 韩逸飞 何琳 |
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| 作者单位： | 海军工程大学振动与噪声研究所,武汉,430033 |
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| 摘 要： | 提出一种基于RBF神经网络的传感器在线故障诊断方法,用某气囊隔振系统隔振装置中大量的传感器数据进行了仿真实验,验证了方法的可行性.通过对每个传感器建立单独的神经网络预测模型,实现多传感器的故障诊断.
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| 关 键 词： | 传感器 故障诊断 RBF神经网络 |
Research on the Application of RBF Neural Network in Sensor Fault Diagnosis |
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| Han Yifei,He Lin. Research on the Application of RBF Neural Network in Sensor Fault Diagnosis[J]. Ship Electronic Engineering, 2008, 28(9) |
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| Authors: | Han Yifei He Lin |
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| Affiliation: | Han Yifei He Lin(Vibration & Noise Institute,Naval University of Engineering,Wuhan 430033) |
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| Abstract: | An in-line fault diagnosis method based on the RBF neural network is proposed in this thesis.Simulations are made for its application to the sensor of the experimental equipment.The neural network is found for every sensor so as to diagnose the fault of multi-sensors. |
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| Keywords: | sensor fault diagnosis RBF neural network |
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