摘要
阐述液压系统故障检测与诊断技术的研究现状,指出现有各种单一诊断方法存在的缺陷,论述解析冗余与ANN融合,小波分析、模糊逻辑与ANN融合以及ES与AI融合的诊断方法是克服单一诊断方法缺陷的有效途径,并对今后的发展方向进行展望。
This paper elaborates the recent research developments on the hydraulic system fault detection and diagnosis technique,and points out the shortcomings existing in the available single diagnosis method.The diagnosis methods fusing analytic redundancy and ANN,the diagnosis methods fusing wavelet analysis,ANN and fuzzy logic,the diagnosis methods fusing ES and ANN are the effective ways for overcoming these defects.Moreover,the paper looks forward to the future research trends in this field.
出处
《中国机械工程》
EI
CAS
CSCD
北大核心
1998年第9期58-60,共3页
China Mechanical Engineering
基金
高等学校博士学科点专项基金
关键词
液压系统
故障检测与诊断
解析冗余
人工智能
hydraulic system fault detection and diagnosis analytic redundancy artificial intelligence