采煤机全生命周期服务系统研究
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摘要
针对目前采煤机全生命周期管理存在的信息采集实时性和准确性偏低、无法进行唯一身份识别等问题,提出了一种基于射频识别(RFID)的采煤机全生命周期服务系统设计方案。该系统将统一的电子产品代码(EPC)写入RFID标签中,通过识别RFID标签来准确识别采煤机身份信息;通过RFID读写器与标签的配合,可实现采煤机位置信息、状态信息等的实时采集;采用EPC信息服务(EPCIS)事件描述EPC所对应的设备的状态信息变化,在服务平台进行数据整合与数据挖掘。该系统可实现采煤机全生命周期产业链上各节点企业之间的信息交换和数据共享,为采煤机全生命周期管理提供实时动态信息和决策支持。
In view of problems that current shearer life cycle management has low real-time performance and low accuracy of information collection,and unable to uniquely identify shearer,a design scheme of RFID-based whole life cycle service system of shearer was proposed.The system encodes a unified electronic product code(EPC)code into an RFID tag,and uses the RFID tag to accurately identify identity information of shearer;it achieves real time collection of status and position information of shearer through cooperation of RFID reader and tag,and uses EPCIS event to describe status information change of device corresponding to EPC,and data integration and data mining were carried out on service platform.The system can realize information exchange and data sharing among enterprises at each node of industrial chain of whole life cycle of shearer,and provide real-time dynamic information and decision support for whole life cycle management of shearer.
In view of problems that current shearer life cycle management has low real-time performance and low accuracy of information collection,and unable to uniquely identify shearer,a design scheme of RFID-based whole life cycle service system of shearer was proposed.The system encodes a unified electronic product code(EPC)code into an RFID tag,and uses the RFID tag to accurately identify identity information of shearer;it achieves real time collection of status and position information of shearer through cooperation of RFID reader and tag,and uses EPCIS event to describe status information change of device corresponding to EPC,and data integration and data mining were carried out on service platform.The system can realize information exchange and data sharing among enterprises at each node of industrial chain of whole life cycle of shearer,and provide real-time dynamic information and decision support for whole life cycle management of shearer.
引文
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[2]谭章禄,张长鲁,于金枝.基于物联网的煤矿设备管理体系构建研究[J].煤矿机械,2013,34(6):285-287.TAN Zhanglu,ZHANG Changlu,YU Jinzhi.Research on construction of equipment management system in coal mines based on application of IOT[J].Coal Mine Machinery,2013,34(6):285-287.
[3]张超军.浅谈煤矿综采设备的管理[J].煤炭工程,2009(10):50-52.ZHANG Chaojun.Comments on management of mine fully mechanized mining equipment[J].Coal Engineering,2009(10):50-52.
[4]ZHANG Y,REN S,LIU Y,et al.A framework for big data driven product lifecycle management[J].Journal of Cleaner Production,2017,159:229-240.
[5]张书建,汪云甲,范忻.基于RFID技术的矿山物联网关键问题及其仿真[J].金属矿山,2011(5):113-116.ZHANG Shujian,WANG Yunjia,FAN Xin.Key issues of location system based on RFID in Internet of things and its simulation[J].Metal Mine,2011(5):113-116.
[6]曹伟,江平宇,江开勇,等.基于RFID技术的离散制造车间实时数据采集与可视化监控方法[J].计算机集成制造系统,2017,23(2):273-284.CAO Wei,JIANG Pingyu,JIANG Kaiyong,et al.Radio frequency identification-based real-time data collecting and visual monitoring for discrete manufacturing workshop[J].Computer Integrated Manufacturing Systems,2017,23(2):273-284.
[7]BAI K,WANG H B,LI M.The research and design of the RFID track and trace system based on web services[J].Applied Mechanics&Materials,2014,513-517:1123-1126.
[8]KIM Y W,PARK J.A lifecycle data management system based on RFID technology of EPC class1gen2v2[C]//IFIP International Conference on Advances in Production Management Systems,Ajaccio,2014.
[9]ZHANG Q,TANG N,CHENG G,et al.Research on home appliance lifecycle information management system based on RFID[C]//International Conference on Mechatronics&Applied Mechanics,Hongkong,2011.
[10]张明静,王清华,莫欣农,等.产品全生命周期管理效益评价方法[J].计算机集成制造系统,2011,17(2):362-368.ZHANG Mingjing,WANG Qinghua,MO Xinnong,et al.Performance evaluation method for product lifecycle management[J].Computer Integrated Manufacturing Systems,2011,17(2):362-368.
[11]周奇才,沈鹤鸿,刘星辰,等.大型机械设备全生命周期管理体系结构研究[J].中国工程机械学报,2017,15(4):318-323.ZHOU Qicai,SHEN Hehong,LIU Xingchen,et al.Research on product life-cycle management structure of large mechanical equipment[J].Chinese Journal of Construction Machinery,2017,15(4):318-323.
[12]张军永,黄小庆,曹一家,等.输变电设备物联网的设备编码标识[J].电力系统自动化,2013,37(9):92-96.ZHANG Junyong,HUANG Xiaoqing,CAO Yijia,et al.Equipment encode-identification in Internet of power transmission and transformation equipments[J].Automation of Electric Power Systems,2013,37(9):92-96.
[13]BYUN J,KIM D.Oliot EPCIS:new EPC information service and challenges towards the Internet of things[C]//IEEE International Conference on RFID,San Diego,2015.
[14]徐迟,王浩飞,赵会群.基于服务的物联网EPCIS设计与实现[J].计算机应用与软件,2014,31(2):100-102.XU Chi,WANG Haofei,ZHAO Huiqun.Design and implementation of service-based IOT EPCIS[J].Computer Applications and Software,2014,31(2):100-102.