矿用主通风机故障预警及其软件开发

付胜; 李海涛; 朱全

矿用主通风机故障预警及其软件开发

北京工业大学机械工程与应用电子技术学院, 北京 100022

详细信息

作者简介:
付胜(1961—),男,山西大同人,副教授.

中图分类号: TD441;TP183
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- 文章访问数: 14
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出版历程
- 收稿日期: 2007-02-25
- 网络出版日期: 2022-12-29

A Fault Early Warning and Software Development of the Main Ventilator in Mine

College of Mechanical Engineering and Applied Electronics Technology, Beijing University of Technology, Beijing 100022, China

摘要

摘要: 为准确确定通风机的故障、实现故障预警,提出了矿用主通风机的故障预警原理,并运用VC++6.0与Matcom4.5联合编程的方法,开发出了基于信息融合技术的通风机故障预警软件.该软件采用了BP神经网络与D-S证据理论相结合的信息融合技术,由BP神经网络完成特征频率到故障类型的非线性映射,根据D-S证据理论对多路信号进行融合分析;以OPC通讯方式与组态王运行系统进行通讯,实现了数据的采集与结论的返回.
- 故障诊断 /
- 信息融合 /
- 神经网络 /
- D-S证据理论
Abstract: In order to exactly determine the fault of the ventilator and realize the early warning of it,the warning principle of the ventilator failure is proposed.The fault early warning software based on the informa- tion fusion technology is developed using VC++6.0 combined with Matcom 4.5.Information fusion tech- nology and BP neural networks and evidence theory are adopted in the software,in which non-linearity map- ping between the fault style and the diagnostic frequency is accomplished by the BP neural network and multi- channels signal fusing and analyzing is carried out using the theory of evidence.Data acquisition and conclu- sion return are realized by using the OPC mode communication between the King View running system and the developed software.
- fault diagnosis /
- information fusion /
- neural network /
- D-S evidence theory

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参考文献(8)

[1]	贺秋冬.对旋轴流式主通风机的在线监测与故障诊断系统[J].煤矿机电.2004(2):25-27.HE Qiu-dong.On-line monitoring and fault diagnosis system of opposite-rotary axial primary fan[J].Colliery Mechanical & Electrical Technology,2004 (2):25-27.(in Chinese)
[2]	何学文,刘晓辉.一种风机状态在线监测系统的开发[J].风机技术,2002(2):41-43.HE Xue-wen,LIU Xiao-hui.Devdopment of on-line monitoring system for air blower[J].Compressor Blower & Fan Technology, 2002(2):41-43.(in Chinese)
[3]	李海涛,付胜,刘丽丽.信息融合技术在矿用主通风机故障预警中的应用[J].振动测试与诊断,2006,26(增刊):170-173.LI Hai-tao,FU Sheng,LIU Li-li.A fault early warning method of the main ventilator in mine based on information fusion technology[J].Journal of Vibration,Measurement & Diagnosis,2006,26(Supp.):170-173.(in Chinese)
[4]	王海涛.RBF神经网络与证据理论相结合的特征级信息融合方法的研究[J].哈尔滨工程大学学报,2004(1):26-55.WANG Hai-tao.Research on information fusion method combined neutral network with evidence theory on characteristic level[J].Journal of Harerbin Engineering College,2004(1):26-55.(in Chinese)
[5]	何学文,卜英勇,赵海鸣.分布式在线监测与故障诊断网络系统等设计与实现[J].流体机械,2003,31(8):21-24.HE Xue-wen,BU Ying-yong,ZHAO Hai-ming.Design and implementation of distributed on-line condition monitoring and fault diagnosis system[J].Fluid Machinery,2003,31(8):21-24.(in Chinese)
[6]	李光海,刘正义.声发射源的多传感器数据融合识别技术研究[J].无损监测,2003,25(4):171-174.LI Guang-hai,LIU Zheng-yi.Multi-Sensor data fusion technique for acoustic emission source recognition[J].Nondestructive Testing,2003,25(4):171-174.(in Chinese)
[7]	彭瑞勇,刘晓文,张丽.基于OPC技术的电厂煤流控制系统[J].煤炭工程,2007(1):103-105.PENG Rui-yong,LIU Xiao-wen,ZHANG Li.Coal flow control system in baodian coal-fired power plant base on OPC technology[J].Coal Engineering,2007(1):103-105.(in Chinese)
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矿用主通风机故障预警及其软件开发

作者简介: 付胜(1961—),男,山西大同人,副教授.

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出版历程

A Fault Early Warning and Software Development of the Main Ventilator in Mine

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出版历程

目录

作者简介:
付胜(1961—),男,山西大同人,副教授.