| 模糊神经网络诊断模型理论及应用研究 |
| |
| 引用本文： | 张小栋,苗晓燕,朱均.模糊神经网络诊断模型理论及应用研究[J].航空动力学报,2000,15(2):196-200. |
| |
| 作者姓名： | 张小栋 苗晓燕 朱均 |
| |
| 作者单位： | 西安交通大学,机械工程学院机械工程及自动化系,陕西,西安,710049 |
| |
| 基金项目： | 教育部重点实验室基金，97-03， |
| |
| 摘 要： | 本文基于通用神经网络的自适应性和诊断的建模方法,建立了一种新的故障诊断模型-模糊神经网络诊断模型,并对它的智能诊断机理和突出特点进行了深入分析.最后,将该诊断模型应用于某大型汽轮发电机组故障诊断中,分析得出它具有明显的提高诊断精确度的优越性.
|
| 关 键 词： | 故障诊断 神经网络 动力学 |
| 收稿时间： | 1999/3/22 0:00:00 |
| 修稿时间： | 1999-03-22 |
A Study on Fuzzy Neural Network Diagnosis Modelling |
| |
| Zhang Xiaodong,Miao Xiaoyan and Zhu Jun.A Study on Fuzzy Neural Network Diagnosis Modelling[J].Journal of Aerospace Power,2000,15(2):196-200. |
| |
| Authors: | Zhang Xiaodong Miao Xiaoyan and Zhu Jun |
| |
| Institution: | Xi'an Jiaotong University,Xi'an 710049,China;Xi'an Jiaotong University,Xi'an 710049,China;Xi'an Jiaotong University,Xi'an 710049,China |
| |
| Abstract: | A fuzzy neural network diagnosis model is established,based on adaptive dynamic performance of the generalized neural network and methods of diagnosis modelling.Its intelligent diagnosis mechanism and outstanding characteristics are elaborated.In the end,this model has been applied to the fault diagnosis of a large turbine generator set,the results show that it features a high diagnostic precision. |
| |
| Keywords: | fault diagnosis neural network dynamics |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
| 点击此处可从《航空动力学报》浏览原始摘要信息 |
| 点击此处可从《航空动力学报》下载免费的PDF全文 |
|
