| 基于神经网络的某导弹姿态控制系统故障诊断 |
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| 引用本文： | 李炯,黄树彩.基于神经网络的某导弹姿态控制系统故障诊断[J].航天控制,2002,20(3):27-31. |
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| 作者姓名： | 李炯 黄树彩 |
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| 作者单位： | 空军工程大学导弹学院,陕西,713800 |
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| 摘 要： | 介绍了多层前向神经网络及其算法 ,讨论了神经网络在故障诊断方面的应用 ,并对某导弹姿态控制系统的典型故障进行了神经网络建模 ,经测试取得了良好的效果。
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| 关 键 词： | 故障诊断 算法 姿态控制 神经网络 |
| 修稿时间： | 2001年12月17 |
Fault Diagnosis in Attitude Control System of Missile Based on Neural Network |
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| Li Jiong Huang Shucai The Missile Institute of the Air Force Engineering University,Shaanxi.Fault Diagnosis in Attitude Control System of Missile Based on Neural Network[J].Aerospace Control,2002,20(3):27-31. |
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| Authors: | Li Jiong Huang Shucai The Missile Institute of the Air Force Engineering University Shaanxi |
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| Institution: | Li Jiong Huang Shucai The Missile Institute of the Air Force Engineering University,Shaanxi 713800 |
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| Abstract: | The paper introduces forward neural network of multi-layers and its algorithm, and discusses the application of neural network in fault diagnosis. The typical fault in attitude controll system of missile is analyzed based on neural network. The test results demonstrate that the proposed approach can efficiently diagnose and classify the faults. |
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| Keywords: | Fault diagnosis Algorithm Attitude control +*Neural network |
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