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模糊故障诊断隶属函数的选择分析比较
引用本文:饶泓,扶名福,金宇华.模糊故障诊断隶属函数的选择分析比较[J].南昌大学学报(理科版),2006,30(4):383-385,397.
作者姓名:饶泓  扶名福  金宇华
作者单位:1. 南昌大学,计算中心,江西,南昌,330029
2. 江西消防车辆制造厂,江西,南昌,330100
摘    要:讨论基于模糊规则的模糊诊断方法中隶属函数的选择问题,以同步电机的匝间线圈故障检测为例,将逆电流和逆电压作为模糊故障检测的两个输入变量,以同步电机的故障代码值为输出变量,分别采用三角形、梯形和高斯型三种隶属函数进行模拟,从模拟结果分析得出在一般电气设备的模糊故障诊断中,采用三角形隶属函数进行模糊故障诊断的准确度优于使用梯形和高斯形隶属度函数。

关 键 词:模糊故障诊断  隶属函数  同步电机
文章编号:1006-0464(2006)04-0383-03
收稿时间:2005-10-26
修稿时间:2005-10-26

Comparing and Analyzing the Membership Function in Fuzzy Fault Diagnosis
RAO Hong,FU Ming-fu,JIN Yu-hua.Comparing and Analyzing the Membership Function in Fuzzy Fault Diagnosis[J].Journal of Nanchang University(Natural Science),2006,30(4):383-385,397.
Authors:RAO Hong  FU Ming-fu  JIN Yu-hua
Institution:1. Computing Center, Nanchang University, Nanchang 330029, China ;2. Jiangxi Fire Engine Factory, Nanchang 330100, China
Abstract:The effectiveness of fuzzy fault diagnosis has been analyzed through simulation studies with triangular trapezoidal and Gaussian membership functions and results are compared. It is observed from the results that th performance of fuzzy fault diagnosis with triangular membership function is better than trapezoidal and Gaussian membership functions.
Keywords:fuzzy fault diagnosis  membership function  synchronous generator
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