摘要
本文从诊断工程实际出发 ,从信息融合的角度提出了集成神经网络的概念 ,并讨论了实现的策略。诊断实例表明 ,集成神经网络的建立 ,充分利用了各种信息 。
Based on signal type and different feature vectors. we put forward the idea of integrated neural networks from the view of data fusion. Integrated neural networks are composed of three-level serial networks, and the second level network is composed of a single parallel network. Data distribution network carry out the task of data location. Diagnosis networks carry out the task of networks training and diagnosing. Decision-making and fusion network receives diagnosing conclusions and fuses them. Application show that integrated neural networks are quite efficient in fault diagnosis.
出处
《机械科学与技术》
EI
CSCD
北大核心
2001年第4期638-640,共3页
Mechanical Science and Technology for Aerospace Engineering
