基于人工免疫系统的网络化智能故障诊断展望  

Development Tendency of Remote Intelligent Fault Diagnosis Technology Based on Artificial Immune System

作　　者：牛慧峰[1] 姜万录[1] 

机构地区：[1]燕山大学重型机械流体动力传输与控制河北省重点实验室,河北秦皇岛066004

出　　处：《机床与液压》2007年第11期146-150,109,共6页Machine Tool & Hydraulics

基　　金：河北省教育厅博士基金资助项目(B2004128)

摘　　要：研究了智能故障诊断网络化的必要性和智能故障诊断方法,如人工神经网络系统、模糊逻辑系统、专家系统、人工免疫系统,发现把人工免疫方法应用到故障诊断中去是近年来研究的热点,然后重点阐述了几种人工免疫算法在智能故障诊断中的应用,最后指出了网络化智能故障诊断的几个研究方向,并对把人工免疫方法与远程智能故障诊断结合的研究做了进一步展望。The necessity of remote intelligent fault diagnosis and intelligent fault diagnosis methods were researched, for exampie, the artificial neural network, the fuzzy logic, expert system and artificial immune system. Recently, most of research is focused on the methods of fault diagnosis based on AIS. Some artificial immune algorithms that were applied to the fault diagnosis system were expatiated. Some research tendency about remote intelligent fault diagnosis and the development tendency of remote intelligent fault diagnosis based on the artificial immune system were pointed out.

关 键 词：智能故障诊断 人工免疫系统 远程故障诊断 

分 类 号：TP306[自动化与计算机技术—计算机系统结构]