连续采煤机冷却喷雾系统的智能故障诊断系统  

Intelligent Failure Diagnosis System of Continuous Miner Cooling-spray System

作　　者：李晓豁 何洋 张景晖[3] 陈彦霖 袁孟 梁青云 李泽阳 Li Xiaohuo;He Yang;Zhang Jinghui;Chen Yanlin;Yuan Meng;Liang Qingyun;Li Zeyang(Guangdong Institute of Arts and Sciences,Lianjiang 524400,China;College of Engineering,Bohai University,Jinzhou 121007,China;Sany Heavy Equipment Co.,Ltd.,Shenyang 110027,China)

机构地区：[1]广东文理职业学院,广东廉江524400 [2]渤海大学工学院,辽宁锦州121007 [3]三一重型装备有限公司,沈阳110027

出　　处：《煤矿机械》2019年第2期142-144,共3页Coal Mine Machinery

基　　金：国家自然科学基金项目(59774033);国家煤矿安全监察局安全生产科技发展指导性计划项目(MTKJ2011-325);广东文理职业学院创新强校工程优秀教学团队项目(GWL201702002)

摘　　要：为了快速准确地诊断连续采煤机冷却喷雾系统的故障,开发了一个故障诊断专家系统。该系统采用GA-PSO混合优化模糊神经网络方法,将VC++6.0作编程平台、SQL SERVER2000作为数据库,在内部嵌入MATLAB7.1。系统具有良好的操作界面和人机交互功能,能随时反应连续采煤机冷却喷雾系统的运行状态、准确地分析和正确地判断其故障,为降低连续采煤机冷却喷雾系统的故障率、减少维修时间、提高机器的工作可靠性和生产率、改善其使用性能奠定了坚实的基础。In order to diagnose quickly and effectively failures of a continuous miner cooling-spray system,a failure diagnosis expert system of the continuous miner cooling-spray system was developed.By using GA-PSO hybrid optimization fuzzy neural network method into fault diagnosis,taking VC++6.0 as a programming platform,using SQL SERVER 2000 as database,embedding MATLAB7.1 in the internal,the system is with a simple man-machine interface and a good man-machine dialogue function,can always react the continuous shearer cooling spray system running state at any time and analyze accurately and judgment correctly cooling spray system failures of the continuous shearer,which laid a solid foundation for reducing the failure rate,saving maintenance time,raising working reliability and productivity,improving the performance of the continuous shearer.

关 键 词：连续采煤机 冷却 喷雾 故障诊断 

分 类 号：TD421.65[矿业工程—矿山机电]