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基于神经网络的故障诊断数据挖掘系统结构的研究
引用本文:廖建军. 基于神经网络的故障诊断数据挖掘系统结构的研究[J]. 信息技术, 2009, 0(4)
作者姓名:廖建军
作者单位:郑州航空工业管理学院信息科学学院,郑州,450015
摘    要:提出了挖掘机液压故障诊断数据挖掘系统的结构框架,并给出了神经网络模型.通过挖掘机液压故障诊断数据挖掘系统的运用实例,验证了系统的正确性和实用性.

关 键 词:神经网络  数据挖掘技术  数据仓库  故障诊断  挖掘机

Research on data mining system for failure diagnosis based on neural network
LIAO Jian-jun. Research on data mining system for failure diagnosis based on neural network[J]. Information Technology, 2009, 0(4)
Authors:LIAO Jian-jun
Affiliation:School of Information Science;Zhengzhou Institute of Aeronautical Industry Management;Zhengzhou 450015;China
Abstract:The structure frame of the digging machine hydraulic pressure failure data mining system was presented.The neural network model was analyzed.The validity and practicability of the new diagnosis method were proved by the application case history of the data mining system for digging machine hydraulic pressure failure diagnosis.
Keywords:neural network  data mining technique  data warehouse  failure diagnosis  digging machine  
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