基于BP网络的斜井巷道防跑车系统设计  

Design of inclined roadway anti-slip control system based on BP network

作　　者：王泰华[1] 陈致富[1] 王福忠[1] 

机构地区：[1]河南理工大学电气工程与自动化学院,河南焦作454000

出　　处：《合肥工业大学学报（自然科学版）》2014年第4期424-426,492,共4页Journal of Hefei University of Technology：Natural Science

基　　金：河南省控制工程重点学科开放基金资助项目(KG2011-11)

摘　　要：为了防止斜井巷道跑车事故的发生,文章以设置1个挡车栏为例,设计采用S 7-200PLC控制的柔性防跑车控制系统。该控制系统采用常闭式柔性钢丝挡车栏,Matlab训练BP网络后,在实验室模拟设计方案,采用霍尔传感器通过BP网络消除温度的干扰,再经过光电耦合器过滤,测量准确可靠的矿车运行速度,当运行速度超过预定值时发生报警,且挡车栏不动作,能挡住矿车的继续运行,阻止事故的发生。For the safe operation of inclined roadway transport of mine car ,a barrier is set up as an ex-ample and a flexible anti-slip control system with S 7-200 PLC control is designed .In this control sys-tem ,the normally closed flexible wire barrier is used .BP network training is made with Matlab ,and the design scheme is simulated in the laboratory .The interference of temperature in the Holzer sensor is eliminated by BP neural network ,and then through the photoelectric coupler filter ,the running speed of mine car can be measured accurately and reliably .When the running speed is more than a pre-determined value ,the alarm happens ,and the barrier with no action can block the car ,so that the oc-currence of accidents is prevented .

关 键 词：斜井巷道 霍尔传感器 BP网络 挡车栏 

分 类 号：TP271[自动化与计算机技术—检测技术与自动化装置]