| 基于小波网络的飞控系统故障仿真建模及诊断* |
| |
| 引用本文： | 黄宜军,章卫国,刘小雄.基于小波网络的飞控系统故障仿真建模及诊断*[J].计算机应用研究,2006,23(7):73-75. |
| |
| 作者姓名： | 黄宜军 章卫国 刘小雄 |
| |
| 作者单位： | 1. 信阳师范学院,计算机系,河南,信阳,464000;西北工业大学,自动化学院,陕西,西安,710072
2. 西北工业大学,自动化学院,陕西,西安,710072 |
| |
| 基金项目： | 教育部面向21世纪教育振兴行动计划（985计划） |
| |
| 摘 要： | 选择以Sigmoid函数为基础的小波基波函数构造了一个小波神经网络，用此网络对某型飞机飞控系统中的作动器三种故障进行诊断，仿真结果表明该小波神经网络的泛化性及诊断能力均强于传统的BP神经网络。
|
| 关 键 词： | 故障诊断 小波分析 神经网络 飞控系统 |
| 文章编号： | 1001-3695(2006)07-0073-03 |
| 收稿时间： | 2005-03-02 |
| 修稿时间： | 2005-06-08 |
Application and Research of Wavelet Neural Network in Fault Diagnosis for Flight Control Systems |
| |
| HUANG Yi jun,ZHANG Wei guo,LIU Xiao xiong.Application and Research of Wavelet Neural Network in Fault Diagnosis for Flight Control Systems[J].Application Research of Computers,2006,23(7):73-75. |
| |
| Authors: | HUANG Yi jun ZHANG Wei guo LIU Xiao xiong |
| |
| Abstract: | A fault diagnosis system of flight control based on the wavelet neural network was introduced. A mother wavelet based on the sigmoid function was formed. A wavelet neural network was designed using this function as nerve cell. Three kinds of common faults of flight control system can be distinguished by this network. Simulation results about application of this network were given. |
| |
| Keywords: | Fault Diagnosis Wavelet Transform Neural Network Flight Control System |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
| 点击此处可从《计算机应用研究》浏览原始摘要信息 |
|
点击此处可从《计算机应用研究》下载全文 |
|
