离散车间制造物联网及其关键技术研究与应用综述
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摘要
物联网在制造领域的深度渗透和落地应用催生了一种以"物物互联、泛在感知"为特征的新型制造技术—制造物联网。在解析制造物联网基本概念、特征和应用需求的基础上,以多源制造数据的感知、传输、分析和应用为主线,阐述了面向离散车间的制造物联网关键技术;通过分析国内外制造物联网技术的相关应用研究文献,分别从车间制造资源管理、生产过程调控、车间物流优化、质量监控与追溯、智能服务与保障5方面,总结了制造物联网在离散车间的应用模式;基于制造物联网核心技术的应用和发展需求,以及与云制造、大数据、信息物理系统的紧密关联,探讨了智能制造背景下制造物联网的未来发展趋势。
The deep penetration and extensive applications of Internet of Things(IoT)in the manufacturing field have spawned a new manufacturing technology—Internet of Manufacturing Things(IoMT),which is characterized by"ubiquitous interconnection and perception".Based on analyzing the concept,characteristics and application requirements of IoMT,the key technologies of IoMT were expounded by taking the perception,transmission,analysis and application of Multisource manufacturing data as a main line.Through combing the analysis of recent IoMT research and application literature,the application mode of assembly technology in discrete workshop was summarized from five aspects:workshop manufacturing resource management,production process scheduling and control,workshop logistics optimization,production quality monitoring and traceability,and intelligent service and support.With the application and development requirements of IoMT core technologies,the future development trend of IoMT under the background of intelligent manufacturing was discussed based on the combination of IoMT and cloud manufacturing,big data,and Cyber Physical System(CPS).
The deep penetration and extensive applications of Internet of Things(IoT)in the manufacturing field have spawned a new manufacturing technology—Internet of Manufacturing Things(IoMT),which is characterized by"ubiquitous interconnection and perception".Based on analyzing the concept,characteristics and application requirements of IoMT,the key technologies of IoMT were expounded by taking the perception,transmission,analysis and application of Multisource manufacturing data as a main line.Through combing the analysis of recent IoMT research and application literature,the application mode of assembly technology in discrete workshop was summarized from five aspects:workshop manufacturing resource management,production process scheduling and control,workshop logistics optimization,production quality monitoring and traceability,and intelligent service and support.With the application and development requirements of IoMT core technologies,the future development trend of IoMT under the background of intelligent manufacturing was discussed based on the combination of IoMT and cloud manufacturing,big data,and Cyber Physical System(CPS).
引文
[1]YAO Xifan,YU Miao,CHEN Yong,et al.Connotation,architecture and key technologies of Internet of manufacturing things[J].Computer Integrated Manufacturing Systems,2014,20(1):1-10(in Chinese).[姚锡凡,于淼,陈勇,等.制造物联网的内涵、体系结构和关键技术[J].计算机集成制造系统,2014,20(1):1-10.]
[2]CHEN Haiming,CUI Li,XIE Kaibin.A comparative study on architectures and implementation methodologies of Internet of things[J].Chinese Journal of Computers,2013,36(1):168-188(in Chinese).[陈海明,崔莉,谢开斌.物联网体系结构与实现方法的比较研究[J].计算机学报,2013,36(1):168-188.]
[3]SUN Qibo,LIU Jie,LI Shan,et al.Internet of things:summarize on concepts,architecture and key technology problem[J].Journal of Beijing University of Posts&Telecommunications,2010,33(3):1-9(in Chinese).[孙其博,刘杰,黎羴,等.物联网:概念、架构与关键技术研究综述[J].北京邮电大学学报,2010,33(3):1-9.]
[4]ZHAO Qun,ZHANG Xiang,DU Chengxin.The development trend of China's manufacturing industry based on the Internet of things[J].Machinery Manufacturing,2012,50(4):1-5(in Chinese).[赵群,张翔,杜呈信.基于物联网时代的我国制造业信息化发展趋势[J].机械制造,2012,50(4):1-5.]
[5]ZHANG Y,WANG W,LIU S,et al.Real-time shop-floor production performance analysis method for the Internet of manufacturing things[J].Advances in Mechanical Engineering,2014,2014(2):1-10.
[6]HOU Ruichun,DING Xiangqian,TAO Ye,et al.Internet of manufacturing things and relevant technical architecture[J].Computer Integrated Manufacturing Systems,2014,20(1):11-20(in Chinese).[侯瑞春,丁香乾,陶冶,等.制造物联网及相关技术架构研究[J].计算机集成制造系统,2014,20(1):11.]
[7]CHEN Weixing,LI Shaobo,HUANG Haisong.Active perception and management model for manufacturing data in discrete IoMT-based process[J].Computer Integrated Manufacturing Systems,2016,22(1):166-176(in Chinese).[陈伟兴,李少波,黄海松.离散型制造物联网过程数据主动感知及管理模型[J].计算机集成制造系统,2016,22(1):166-176.]
[8]LIU Mingzhou,WU Kun,MA Jing,et al.Aassemblyprocess operation management method of mechanical products based on Internet of manufacturing things[J].China Mechanical Engineering,2015,26(16):2183-2190(in Chinese).[刘明周,吴坤,马靖,等.一种制造物联网环境下的机械产品装配过程运行管理方法[J].中国机械工程,2015,26(16):2183-2190.]
[9]ZHANG Yingfeng,ZHANG Geng,WANG Junqiang,et al.Real-time information capturing and integration framework of the Internet of manufacturing things[J].International Journal of Computer Integrated Manufacturing,2012,28(8):811-822.
[10]QU T,LEI S P,WANG Z Z,et al.IoT-based real-time production logistics synchronization system under smart cloud manufacturing[J].International Journal of Advanced Manufacturing Technology,2016,84(1/2/3/4):147-164.
[11]LIU Weining,ZHENG Linjiang,SUN Dihua,et al.RFID-enabled real-time production management system for Loncinmotorcycle assembly line[J].International Journal of Computer Integrated Manufacturing,2012,25(1):86-99.
[12]WANG Meilin,QU Ting,ZHONG Runyang,et al.A radio frequency identification-enabled real-time manufacturing execution system for one-of-a-kind production manufacturing:a case study in mould industry[J].International Journal of Computer Integrated Manufacturing,2012,25(1):20-34.
[13]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(in Chinese).[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.]
[14]YANG Zhixin,ZHANG Pengbo,CHEN Lei.RFID-enabled indoor positioning method for a real-time manufacturing execution system using OS-ELM[J].Neurocomputing,2016,174:121-133.
[15]QU T,YANG H,HUANG G,et al.A case of implementing RFID-based real-time shop-floor material management for household electrical appliance manufacturers[J].Journal of Intelligent Manufacturing,2012,23(6):2343-2356.
[16]ZHANG Yingfeng,HUANG G,SUN Shudong,et al.Multi-agent based real-time production scheduling method for radio frequency identification enabled ubiquitous shopfloor environment[J].Computers&Industrial Engineering,2014,76:89-97.
[17]ZHANG Fuqiang,FU Yingbin.Dynamic planning architecture for process logistics driven by Internet of manufacturing things[J].Computer Integrated Manufacturing Systems,2016,22(5):1315-1322(in Chinese).[张富强,付颖斌.制造物联网驱动的工序物流动态规划框架[J].计算机集成制造系统,2016,22(5):1315-1322.]
[18]HE Changpeng,ZHENG Yu,WANG Liya,et al.RFID application research for discrete manufacturing[J].Computer Integrated Manufacturing Systems,2014,20(5):1160-1170(in Chinese).[贺长鹏,郑宇,王丽亚,等.面向离散制造过程的RFID应用研究综述[J].计算机集成制造系统,2014,20(5):1160-1170.]
[19]SONG Wei,LI Wenfeng,FU Xiuwen,et al.RFID Based Real-time manufacturing information perception and processing[C]//Proceedings of Algorithms and Architectures for Parallel Processing.Berlin,Germany:Springer-Verlag,2013:303-310.
[20]WU Jin,PAN Qiyong,WANG Yihuai,et al.On application of ZigBee networking scheme for workshop equipment monitoring nodes and low-power strategy[J].Computer Applications&Software,2011,28(9):257-260(in Chinese).[吴瑾,潘启勇,王宜怀,等.车间设备监控节点的ZigBee组网方法应用研究及低功耗策略[J].计算机应用与软件,2011,28(9):257-260.]
[21]LU Kunyung.A plug-and-play data gathering system using ZigBee-based sensor network sensor network[J].Computers in Industry,2011,62(7):719-728.
[22]BABICEANU R,SEKER R.Manufacturing cyber-physical systems enabled by complex event processing and big data environments:a framework for development[J].Studies in Computational Intelligence,2015,594:165-173.
[23]WANG Hao,LI Yu,MI Mingrui,et al.Secure data fusion method based on supervisory mechanism for Industrial Internet of things[J].Chinese Journal of Scientific Instrument,2013,34(4):817-824(in Chinese).[王浩,李玉,秘明睿,等.一种基于监督机制的工业物联网安全数据融合方法[J].仪器仪表学报,2013,34(4):817-824.]
[24]SFAR A,NATALIZIO E,CHALLAL Y,et al.A roadmap for security challenges in Internet of things[J].Digital Communications&Networks,2018,4(2):118-137.
[25]LIU Mingzhou,MA Jing,WANG Qiang,et al.Research on manufacturing resources allocation and information integrated technology based on IoT[J].China Mechanical Engineering,2015,26(3):339-347(in Chinese).[刘明周,马靖,王强,等.一种物联网环境下的制造资源配置及信息集成技术研究[J].中国机械工程,2015,26(3):339-347.]
[26]LIU Weining,HUANG Wenlei,SUN Dihua,et al.Design and implementation of discrete manufacturing industry MESbased on RFID technology[J].Computer Integrated Manufacturing Systems,2007,13(10):1886-1890(in Chinese).[刘卫宁,黄文雷,孙棣华,等.基于射频识别的离散制造业制造执行系统设计与实现[J].计算机集成制造系统,2007,13(10):1886-1890.]
[27]CHOW H,CHOY K,LAU K,et al.Design of a RFID casebased resource management system for warehouse operations[J].Expert Systems with Applications,2006,30(4):561-576.
[28]ZHONG Xiaoyong,ZHU Haiping,WAN Yunlong,et al.The location service system for manufacturing resource based on the Internet of thing[J].Journal of Huazhong University of Science&Technology:Natural Science Edition,2012,40(S1):284-287(in Chinese).[钟小勇,朱海平,万云龙,等.基于物联网的制造资源位置服务系统[J].华中科技大学学报:自然科学版,2012,40(S1):284-287.]
[29]ZHONG Runyang,HUANG George,LAN Shulin,et al.Atwo-level advanced production planning and scheduling model for RFID-enabled ubiquitous manufacturing[J].Advanced Engineering Informatics,2015,29(4):799-812.
[30]GUO Z X,NGAI E W T,YANG Can,et al.An RFID-based intelligent decision support system architecture for production monitoring and scheduling in a distributed manufacturing environment[J].International Journal of Production Economics,2015,159:16-28.
[31]TANG Renzhong,HU Luoke,ZHOU Bang,et al.Logistics status analysis of work-in-process in the workshop based on RFID technology[J].Computer Integrated Manufacturing Systems,2014,20(1):45-54(in Chinese).[唐任仲,胡罗克,周邦,等.基于无线射频识别技术的车间在制品物流状态分析[J].计算机集成制造系统,2014,20(1):45-54.]
[32]LIU Mingzhou,WANG Qiang,ZHAO Zhibiao,et al.Dynamic assembly process quality control system for mechanical products remanufacturing[J].Computer Integrated Manufacturing Systems,2014,20(4):817-824(in Chinese).[刘明周,王强,赵志彪,等.机械产品再制造装配过程动态工序质量控制系统[J].计算机集成制造系统,2014,20(4):817-824.]
[33]QU Jinglei,LI Shaobo,CHEN Jinkun.Process monitoring method in discrete manufacturing based on quality data fusion and rule mining[J].Computer Integrated Manufacturing Systems,2017,23(9):1962-1971(in Chinese).[璩晶磊,李少波,陈金坤.基于质量数据融合及规则挖掘的离散制造过程监控方法[J].计算机集成制造系统,2017,23(9):1962-1971.]
[34]HE Wei,XU Chi,AO Yintai.RFID enabled handheld solution for aerospace MRO operations track and trace[C]//Proceedings of the Conerence on Emerging Technologies and Factory Automation.Washington,D.C.,USA:IEEE,2011:1-8.DOI:10.1109/ETFA.2011.6058980.
[35]LIAO Jianfeng,WEI Lei.The Internet of things model of life cycle of electronic products based on RFID:manufacturing,supply and recycle[J].Manufacturing Automation,2013(18):132-136(in Chinese).[廖剑锋,位磊.基于RFID的电子产品全生命周期物联模型:制造、供应与回收[J].制造业自动化,2013(18):132-136.]
[36]CHEN Chinghan,LIN Mingyi,GUO Xingchen.High-level modeling and synthesis of smart sensor networks for Industrial Internet of Things[J].Computers&Electrical Engineering,2017,61:48-66.
[37]BAI Ao,TANG Renzhong,WANG Zhiguo,et al.Multilayered model for radio frequency identification adoption oriented to discrete manufacturing enterprise[J].Journal of Zhejiang University:Engineering Science,2009,43(12):2196-2202,2207(in Chinese).[白翱,唐任仲,王志国,等.离散制造业射频识别技术导入的多层决策模型[J].浙江大学学报:工学版,2009,43(12):2196-2202,2207.]
[38]PARK S,KIM J,FOX G,et al.Effective real-time scheduling algorithm for cyber physical systems society[J].Future Generation Computer Systems,2014,32:253-259.
[39]QI Kaiyuan,HAN Yanbo,ZHAO Zhuofeng,et al.Realtime data stream processing and key techniques oriented to large-scale sensor data[J].Computer Integrated Manufacturing Systems,2013,19(3):641-653(in Chinese).[亓开元,韩燕波,赵卓峰,等.面向大规模感知数据的实时数据流处理方法及关键技术[J].计算机集成制造系统,2013,19(3):641-653.]
[40]TSAI Chiaoju,HUANG Hanpang.A real-time scheduling and rescheduling system based on RFID for semiconductor foundry fabs[J].Journal of the Chinese Institute of Industrial Engineers,2007,24(6):437-445.
[41]LIANG Changyong,XU Bin,YU Jiawen,et al.Modeling and simulation by Petri net in assembling logistic process of automobile industries based on RFID[J].Machinery Design&Manufacture,2009(9):203-205(in Chinese).[梁昌勇,徐彬,俞家文,等.基于RFID的汽车总装物料配送过程的Petri网建模与仿真[J].机械设计与制造,2009(9):203-205.]
[42]QU Ting,THURER M,WANG Junhao,et al.System dynamics analysis for an Internet-of-Things-enabled production logistics system[J].International Journal of Production Research,2017,55(9):2622-2649.
[43]MA Jing,LIU Mingzhou,WANG Qiang,et al.Complexity metrics for assembly system of mechanical products based on IOT-entropy[J].Computer Integrated Manufacturing Systems,2016,22(1):248-256(in Chinese).[马靖,刘明周,王强,等.基于物联熵的机械产品装配系统复杂性度量[J].计算机集成制造系统,2016,22(1):248-256.]
[44]DAI Qingyun,ZHONG Runyang,HUANG G,et al.Radio frequency identification-enabled real-time manufacturing execution system:a case study in an automotive part manufacturer[J].International Journal of Computer Integrated Manufacturing,2012,25(1):51-65.
[45]HOZAK K,COLLIER D.RFID as an enabler of improved manufacturing performance[J].Decision Sciences,2010,39(4):859-881.
[46]SUN Dihua,SONG Xiaoxiao,ZHENG Linjiang.Automatic identification technology based on fusion of RFID and barcode for discrete manufacturing process[J].Computer Engineering&Applications,2010,46(7):1-4(in Chinese).[孙棣华,宋潇潇,郑林江.RFID与条码融合的离散制造过程自动标识技术[J].计算机工程与应用,2010,46(7):1-4.]
[47]MAKRIS S,MICHALOS G,CHRYSSOLOURIS G.RFIDdriven robotic assembly for random mix manufacturing[J].Robotics&Computer Integrated Manufacturing,2012,28(3):359-365.
[48]WANG Guoxin,NAKAJIMA H,YAN Yan,et al.A methodology of integrated modelling nd intelligent tracing for cutting tool[J].Acta Armamentarii,2009,30(S1):119-125(in Chinese).[王国新,中岛秀人,阎艳,等.刀具准备过程集成建模与智能跟踪方法研究[J].兵工学报,2009,30(S1):119-125.]
[49]RATAVA J,LOHTANDER M,VARIS J.Tool condition monitoring in interrupted cutting with acceleration sensors[J].Robotics and Computer-Integrated Manufacturing,2017,47:70-75.
[50]LI Sike,MIAO Rui,ZHAO Yanzheng,et al.Optimal sensor distribution in multistationmanufacturing systems for variance detection[J].Journal of Shanghai Jiaotong University,2010,44(12):1753-1757(in Chinese).[李斯克,苗瑞,赵言正,等.多工位制造系统偏差源监测传感器布置优化[J].上海交通大学学报,2010,44(12):1753-1757.]
[51]SILLITOE I,BUTTON M,OWHONDA E.An intelligent,multi-transducer signal conditioning design for manufacturing applications[J].Robotics and Computer-Integrated Manufacturing,2017,47:61-69.
[52]HUANG Shaohua,GUO Yu,ZHA Shanshan,et al.A realtime location system based on RFID and UWB for digital manufacturing workshop[J].Procedia CIRP,2017,63:132-137.
[53]DING Bin,CHEN Li,CHEN Dianlong,et al.Application of RTLS in warehouse management based on RFID and Wi-Fi[C]//Proceedings of the International Conference on Wireless Communications,NETWORKING and Mobile Computing.Washington,D.C.,USA:IEEE,2008:1-5.
[54]WANG Zhisen,GAO Rong,DONG Bolin,et al.Research on key technologies of Web services mobile control CNC system[J].China Mechanical Engineering,2007,18(21):2570-2575(in Chinese).[王治森,高荣,董伯麟,等.基于Web服务的移动控制数控系统关键技术研究[J].中国机械工程,2007,18(21):2570-2575.]
[55]TAN Dapeng,LI Peiyu,PAN Xaiohong.Networked manufacturing system based on UPnP[J].Computer Integrated Manufacturing Systems,2009,15(1):130-134,146(in Chinese).[谭大鹏,李培玉,潘晓弘.基于通用即插即用的网络化制造系统研究[J].计算机集成制造系统,2009,15(1):130-134,146.]
[56]LI Zhiyu,ZhANG Yingfeng.Optimal deployment method of RFID sensor networks oriented to IoT-based manufacturing environment[J].Computer Integrated Manufacturing Systems,2015,21(4):1040-1045(in Chinese).[李志宇,张映锋.面向物联制造环境的高可靠RFID传感网优化配置方法[J].计算机集成制造系统,2015,21(4):1040-1045.]
[57]MEN Yanwu,ZHOU Kai.Wireless control system of aircraft intelligent flexible process-equipment[J].Acta Aeronauticaet Astronautica Sinica,2010,31(2):377-387(in Chinese).[门延武,周凯.飞行器智能柔性工装无线控制系统[J].航空学报,2010,31(2):377-387.]
[58]ZUO Yanhong,ZHANG Keren.Discrete data fusion with integral discrete guidance in Internet of things[J].Computer Science,2014,41(3):149-152(in Chinese).[左延红,张克仁.积分离散引导的物联网中离散系统差异数据融合[J].计算机科学,2014,41(3):149-152.]
[59]YUE Yuanlong,ZUO Xin,LUO Xionglin.Improving measurement reliability with biased estimation for multi-sensor data fusion[J].Acta Automatica Sinica,2014,40(9):1843-1852(in Chinese).[岳元龙,左信,罗雄麟.提高测量可靠性的多传感器数据融合有偏估计方法[J].自动化学报,2014,40(9):1843-1852.]
[60]WANG Jinjiang,XIE Junyao,ZHAO Rui,et al.Multisensory fusion based virtual tool wear sensing for ubiquitous manufacturing[J].Robotics and Computer Integrated Manufacturing,2017,45:47-58.
[61]ZANG Chuanzhen,FAN Yushun.Complex event processing of real time enterprises based on smart items[J].Chinese Journal of Mechanical Engineering,2007,43(2):22-32(in Chinese).[臧传真,范玉顺.基于智能物件的实时企业复杂事件处理机制[J].机械工程学报,2007,43(2):22-32.]
[62]HUANG Yi,ZHENG Li,XIANG Qing.RFID integrated real-time manufacturing monitoring based on complex event processing[J].Journal of Tsinghua University:Science and Technology,2013,53(5):721-728(in Chinese).[黄毅,郑力,向晴.基于复杂事件处理的RFID辅助实时生产监控[J].清华大学学报:自然科学版,2013,53(5):721-728.]
[63]TANG Lin,CAO Hui,ZHENG Li,et al.Value-driven uncertainty-aware data processing for an RFID-enabled mixedmodel assembly line[J].International Journal of Production Economics,2015,165:273-281.
[64]FANG Ji,HUANG G,LI Zhi.Event-driven multi-agent ubiquitous manufacturing execution platform for shop floor work-in-progress management[J].International Journal of Production Research,2013,51(4):1168-1185.
[65]BAI Ao,TANG Renzhong,LYU Jingxiang,et al.Semantic analysis of discrete shop logistics real-time data oriented to ubiquitous computing-based intelligent manufacturing[J].Computer Integrated Manufacturing Systems,2012,18(3):550-559(in Chinese).[白翱,唐任仲,吕景祥,等.面向U-制造的车间物流实时数据语义分析[J].计算机集成制造系统,2012,18(3):550-559.]
[66]GIRET A,GARCIA E,BOTTI V.An engineering framework for service-oriented intelligent manufacturing systems[J].Computers in Industry,2016,81:116-127.
[67]NIELSEN I,DO N,BANASZAK Z,et al.Material supply scheduling in a ubiquitous manufacturing system[J].Robotics and Computer-Integrated Manufacturing,2017,45:21-33.
[68]ZHANG Yingfeng,XU Jianxue,SUN Shudong,et al.Realtime information driven intelligent navigation method of assembly station in unpaced lines[J].Computers&Industrial Engineering,2015,84:91-100.
[69]YANG Guang,GENG Guining,DU Jing,et al.Security threats and measures for the Internet of things[J].Journal of Tsinghua University:Science and Technology,2011,51(10):1335-1340(in Chinese).[杨光,耿贵宁,都婧,等.物联网安全威胁与措施[J].清华大学学报:自然科学版,2011,51(10):1335-1340.]
[70]LOPEZ J,RIOS R,BAO F,et al.Evolving privacy:from sensors to the Internet of things[J].Future Generation Computer Systems,2017,75:46-57.
[71]ZHANG Xiaodong,ZHANG Zhiqiang,CHEN Jin,et al.Constructing method of production decision making expert system based on interactive simulation[J].Computer Integrated Manufacturing Systems,2013,19(2):404-410(in Chinese).[张晓冬,张志强,陈进,等.基于交互仿真的生产决策专家系统构建方法[J].计算机集成制造系统,2013,19(2):404-410.]
[72]ZHANG Yingfeng,ZHANG Geng,DU Wei,et al.An optimization method for shopfloor material handling based on real-time and multi-source manufacturing data[J].International Journal of Production Economics,2015,165(3):282-292.
[73]ZHANG Yingfeng,WANG Wenbo,WU Naiqi,et al.IoT-enabled real-time production performance analysis and exception diagnosis model[J].IEEE Transactions on Automation Science&Engineering,2016,13(3):1318-1332.
[74]ZHANG Yingfeng,REN Shan,LIU Yang,et al.A big data analytics architecture for cleaner manufacturing and maintenance processes of complex products[J].Journal of Cleaner Production,2016,142:626-641.
[75]SAYGIN C,TAMMA S.RFID-enabled shared resource management for aerospace maintenance operations:a dynamic resource allocation model[J].International Journal of Computer Integrated Manufacturing,2012,25(1):100-111.
[76]VELANDIA D,KAUR N,WHITTOW W,et al.Towards industrial Internet of things:crankshaft monitoring,traceability and tracking using RFID[J].Robotics&Computer Integrated Manufacturing,2016,41:66-77.
[77]HUANG George,ZHANG Yingfeng,JIANG Pingyu.RFID-based wireless manufacturing for real-time management of job shop WIP inventories[J].International Journal of Advanced Manufacturing Technology,2008,36(7/8):752-764.
[78]ZHOU Guanghui,XIAO Zhongdong,JIANG Pingyu,et al.A radio frequency identification based optimal material delivery method for digital plant production[J].International Journal of Computer Integrated Manufacturing,2011,24(5):493-505.
[79]JIANG Jiajun,GUO Yu,LIAO Wenhe.Research on AGVguided by real-time locating system(RTLS)for material distribution[J].International Journal of Control&Automation,2015,8(7):213-226.
[80]LUO Hao,WANG Kai,KONG Xiang,et al.Synchronized production and logistics via ubiquitous computing technology[J].Robotics and Computer-Integrated Manufacturing,2016,45:99-115.
[81]ZHOU Wei,PIRAMUTHU S.Remanufacturing with RFIDitem-level information:optimization,waste reduction and quality improvement[J].International Journal of Production Economics,2013,145(2):647-657.
[82]MAHDAVI I,SHIRAZI B,CHO N,et al.Modeling an ebased real-time quality control information system in distributed manufacturing shops[J].Computers in Industry,2008,59(8):759-766.
[83]LYU Yaqiong,LEE C K M,CHAN H K,et al.RFID-based colored Petri net applied for quality monitoring in manufacturing system[J].International Journal of Advanced Manufacturing Technology,2012,60(1/2/3/4):225-236.
[84]JING Yi,WANG Xu,LI Wenchuan.Study on RFID-based quality tracking system for gearbox assembly line[J].Modern Scientific Instruments,2011(5):63-67(in Chinese).[景熠,王旭,李文川.基于RFID的变速器装配线质量追溯系统研究[J].现代科学仪器,2011(5):63-67.]
[85]THURER M,PAN Y,QU T,et al.Internet of things(IoT)driven kanban system for reverse logistics:solid waste collection[EB/OL].[2017-06-20].https://doi.org/10.1007/s10845-016-1278-y,2016-12-7/2017-8-9.
[86]TAO Fei,WANG Yiwen,ZUO Ying,et al.Internet of things in product life-cycle energy management[J].Journal of Industrial Information Integration,2016,1:26-39.
[87]ZHANG Yingfeng,HUANG George,QU Ting,et al.A-gent-based smart objects management system for real-time ubiquitous manufacturing[J].Robotics and Computer-Integrated Manufacturing,2011,27(3):538-549.
[88]ZHANG Yingfeng,QU Ting,HO Q,et al.Real-time workin-progress management for smart object-enabled ubiquitous shop-floor environment[J].International Journal of Computer Integrated Manufacturing,2011,24(5):431-445.
[89]LIU Mingzhou,WANG Qiang,MA Jing,et al.Visual monitoring platform of manufacturing process based on real-time information driven[J].China Mechanical Engineering,2015,26(18):2466-2472(in Chinese).[刘明周,王强,马靖,等.基于实时信息驱动的制造过程可视化监控平台[J].中国机械工程,2015,26(18):2466-2472.]
[90]ZHANG Yingfeng,WANG Jin,LIU Yang.Game theory based real-time multi-objective flexible job shop scheduling considering environmental impact[J].Journal of Cleaner Production,2017,167:665-679.
[91]CHONGWATPOL J,SHARDA R.RFID-enabled track and traceability in job-shop scheduling environment[J].European Journal of Operational Research,2013,227(3):453-463.
[92]FERRER G,HEATH S,DEW N.An RFID application in large job shop remanufacturing operations[J].International Journal of Production Economics,2011,133(2):612-621.
[93]WANG L,LIN S.A multi-agent based agile manufacturing planning and control system[J].Computers&Industrial Engineering,2009,57(2):620-640.
[94]LUO Jiaqing,ZHOU Shijie,CHENG Hongrong,et al.The design and implementation of a cost-effective RFID indoor localization system[C]//Proceedings of the Workshop on Context Sensing and Activity Recognition.New York,N.Y.,USA:ACM,2015:1-6.
[95]CHOY K,HO G,LTT C.A RFID-based storage assignment system for enhancing the efficiency of order picking[J].Journal of Intelligent Manufacturing,2017,28(1):111-129.
[96]ZHONG Runyang,HUANG G,LAN Shulin,et al.A big data approach for logistics trajectory discovery from RFID-enabled production data[J].International Journal of Production Economics,2015,165:260-272.
[97]CAO H,FOLAN P,MASCOLO J,et al.RFID in product lifecycle management:a case in the automotive industry[J].International Journal of Computer Integrated Manufacturing,2009,22(7):616-637.
[98]ZHANG Yingfeng,ZHAO Xibin,SUN Shudong,et al.Implementing method and key technologies for IoT-based manufacturing execution system[J].Computer Integrated Manufacturing Systems,2012,18(12):2634-2642(in Chinese).[张映锋,赵曦滨,孙树栋,等.一种基于物联技术的制造执行系统实现方法与关键技术[J].计算机集成制造系统,2012,18(12):2634-2642.]
[99]HAN Duanfeng,ZHOU Qinghua,LI Jinghua,et al.Shipbuilding material TEU information model and traceable management system[J].Computer Integrated Manufacturing Systems,2017,23(9):1983-1991(in Chinese).[韩端锋,周青骅,李敬花,等.船舶建造物资追溯实体单元信息模型及追溯管理系统[J].计算机集成制造系统,2017,23(9):1983-1991.]
[100]XU Aiming,GAO Jianmin,CHEN Kun.Excavation of critical resource node for quality control of multi-variety mixed production shopfloor based on complex network property[J].Journal of Engineering Manufacture,2016,230(1):169-177.
[2]CHEN Haiming,CUI Li,XIE Kaibin.A comparative study on architectures and implementation methodologies of Internet of things[J].Chinese Journal of Computers,2013,36(1):168-188(in Chinese).[陈海明,崔莉,谢开斌.物联网体系结构与实现方法的比较研究[J].计算机学报,2013,36(1):168-188.]
[3]SUN Qibo,LIU Jie,LI Shan,et al.Internet of things:summarize on concepts,architecture and key technology problem[J].Journal of Beijing University of Posts&Telecommunications,2010,33(3):1-9(in Chinese).[孙其博,刘杰,黎羴,等.物联网:概念、架构与关键技术研究综述[J].北京邮电大学学报,2010,33(3):1-9.]
[4]ZHAO Qun,ZHANG Xiang,DU Chengxin.The development trend of China's manufacturing industry based on the Internet of things[J].Machinery Manufacturing,2012,50(4):1-5(in Chinese).[赵群,张翔,杜呈信.基于物联网时代的我国制造业信息化发展趋势[J].机械制造,2012,50(4):1-5.]
[5]ZHANG Y,WANG W,LIU S,et al.Real-time shop-floor production performance analysis method for the Internet of manufacturing things[J].Advances in Mechanical Engineering,2014,2014(2):1-10.
[6]HOU Ruichun,DING Xiangqian,TAO Ye,et al.Internet of manufacturing things and relevant technical architecture[J].Computer Integrated Manufacturing Systems,2014,20(1):11-20(in Chinese).[侯瑞春,丁香乾,陶冶,等.制造物联网及相关技术架构研究[J].计算机集成制造系统,2014,20(1):11.]
[7]CHEN Weixing,LI Shaobo,HUANG Haisong.Active perception and management model for manufacturing data in discrete IoMT-based process[J].Computer Integrated Manufacturing Systems,2016,22(1):166-176(in Chinese).[陈伟兴,李少波,黄海松.离散型制造物联网过程数据主动感知及管理模型[J].计算机集成制造系统,2016,22(1):166-176.]
[8]LIU Mingzhou,WU Kun,MA Jing,et al.Aassemblyprocess operation management method of mechanical products based on Internet of manufacturing things[J].China Mechanical Engineering,2015,26(16):2183-2190(in Chinese).[刘明周,吴坤,马靖,等.一种制造物联网环境下的机械产品装配过程运行管理方法[J].中国机械工程,2015,26(16):2183-2190.]
[9]ZHANG Yingfeng,ZHANG Geng,WANG Junqiang,et al.Real-time information capturing and integration framework of the Internet of manufacturing things[J].International Journal of Computer Integrated Manufacturing,2012,28(8):811-822.
[10]QU T,LEI S P,WANG Z Z,et al.IoT-based real-time production logistics synchronization system under smart cloud manufacturing[J].International Journal of Advanced Manufacturing Technology,2016,84(1/2/3/4):147-164.
[11]LIU Weining,ZHENG Linjiang,SUN Dihua,et al.RFID-enabled real-time production management system for Loncinmotorcycle assembly line[J].International Journal of Computer Integrated Manufacturing,2012,25(1):86-99.
[12]WANG Meilin,QU Ting,ZHONG Runyang,et al.A radio frequency identification-enabled real-time manufacturing execution system for one-of-a-kind production manufacturing:a case study in mould industry[J].International Journal of Computer Integrated Manufacturing,2012,25(1):20-34.
[13]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(in Chinese).[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.]
[14]YANG Zhixin,ZHANG Pengbo,CHEN Lei.RFID-enabled indoor positioning method for a real-time manufacturing execution system using OS-ELM[J].Neurocomputing,2016,174:121-133.
[15]QU T,YANG H,HUANG G,et al.A case of implementing RFID-based real-time shop-floor material management for household electrical appliance manufacturers[J].Journal of Intelligent Manufacturing,2012,23(6):2343-2356.
[16]ZHANG Yingfeng,HUANG G,SUN Shudong,et al.Multi-agent based real-time production scheduling method for radio frequency identification enabled ubiquitous shopfloor environment[J].Computers&Industrial Engineering,2014,76:89-97.
[17]ZHANG Fuqiang,FU Yingbin.Dynamic planning architecture for process logistics driven by Internet of manufacturing things[J].Computer Integrated Manufacturing Systems,2016,22(5):1315-1322(in Chinese).[张富强,付颖斌.制造物联网驱动的工序物流动态规划框架[J].计算机集成制造系统,2016,22(5):1315-1322.]
[18]HE Changpeng,ZHENG Yu,WANG Liya,et al.RFID application research for discrete manufacturing[J].Computer Integrated Manufacturing Systems,2014,20(5):1160-1170(in Chinese).[贺长鹏,郑宇,王丽亚,等.面向离散制造过程的RFID应用研究综述[J].计算机集成制造系统,2014,20(5):1160-1170.]
[19]SONG Wei,LI Wenfeng,FU Xiuwen,et al.RFID Based Real-time manufacturing information perception and processing[C]//Proceedings of Algorithms and Architectures for Parallel Processing.Berlin,Germany:Springer-Verlag,2013:303-310.
[20]WU Jin,PAN Qiyong,WANG Yihuai,et al.On application of ZigBee networking scheme for workshop equipment monitoring nodes and low-power strategy[J].Computer Applications&Software,2011,28(9):257-260(in Chinese).[吴瑾,潘启勇,王宜怀,等.车间设备监控节点的ZigBee组网方法应用研究及低功耗策略[J].计算机应用与软件,2011,28(9):257-260.]
[21]LU Kunyung.A plug-and-play data gathering system using ZigBee-based sensor network sensor network[J].Computers in Industry,2011,62(7):719-728.
[22]BABICEANU R,SEKER R.Manufacturing cyber-physical systems enabled by complex event processing and big data environments:a framework for development[J].Studies in Computational Intelligence,2015,594:165-173.
[23]WANG Hao,LI Yu,MI Mingrui,et al.Secure data fusion method based on supervisory mechanism for Industrial Internet of things[J].Chinese Journal of Scientific Instrument,2013,34(4):817-824(in Chinese).[王浩,李玉,秘明睿,等.一种基于监督机制的工业物联网安全数据融合方法[J].仪器仪表学报,2013,34(4):817-824.]
[24]SFAR A,NATALIZIO E,CHALLAL Y,et al.A roadmap for security challenges in Internet of things[J].Digital Communications&Networks,2018,4(2):118-137.
[25]LIU Mingzhou,MA Jing,WANG Qiang,et al.Research on manufacturing resources allocation and information integrated technology based on IoT[J].China Mechanical Engineering,2015,26(3):339-347(in Chinese).[刘明周,马靖,王强,等.一种物联网环境下的制造资源配置及信息集成技术研究[J].中国机械工程,2015,26(3):339-347.]
[26]LIU Weining,HUANG Wenlei,SUN Dihua,et al.Design and implementation of discrete manufacturing industry MESbased on RFID technology[J].Computer Integrated Manufacturing Systems,2007,13(10):1886-1890(in Chinese).[刘卫宁,黄文雷,孙棣华,等.基于射频识别的离散制造业制造执行系统设计与实现[J].计算机集成制造系统,2007,13(10):1886-1890.]
[27]CHOW H,CHOY K,LAU K,et al.Design of a RFID casebased resource management system for warehouse operations[J].Expert Systems with Applications,2006,30(4):561-576.
[28]ZHONG Xiaoyong,ZHU Haiping,WAN Yunlong,et al.The location service system for manufacturing resource based on the Internet of thing[J].Journal of Huazhong University of Science&Technology:Natural Science Edition,2012,40(S1):284-287(in Chinese).[钟小勇,朱海平,万云龙,等.基于物联网的制造资源位置服务系统[J].华中科技大学学报:自然科学版,2012,40(S1):284-287.]
[29]ZHONG Runyang,HUANG George,LAN Shulin,et al.Atwo-level advanced production planning and scheduling model for RFID-enabled ubiquitous manufacturing[J].Advanced Engineering Informatics,2015,29(4):799-812.
[30]GUO Z X,NGAI E W T,YANG Can,et al.An RFID-based intelligent decision support system architecture for production monitoring and scheduling in a distributed manufacturing environment[J].International Journal of Production Economics,2015,159:16-28.
[31]TANG Renzhong,HU Luoke,ZHOU Bang,et al.Logistics status analysis of work-in-process in the workshop based on RFID technology[J].Computer Integrated Manufacturing Systems,2014,20(1):45-54(in Chinese).[唐任仲,胡罗克,周邦,等.基于无线射频识别技术的车间在制品物流状态分析[J].计算机集成制造系统,2014,20(1):45-54.]
[32]LIU Mingzhou,WANG Qiang,ZHAO Zhibiao,et al.Dynamic assembly process quality control system for mechanical products remanufacturing[J].Computer Integrated Manufacturing Systems,2014,20(4):817-824(in Chinese).[刘明周,王强,赵志彪,等.机械产品再制造装配过程动态工序质量控制系统[J].计算机集成制造系统,2014,20(4):817-824.]
[33]QU Jinglei,LI Shaobo,CHEN Jinkun.Process monitoring method in discrete manufacturing based on quality data fusion and rule mining[J].Computer Integrated Manufacturing Systems,2017,23(9):1962-1971(in Chinese).[璩晶磊,李少波,陈金坤.基于质量数据融合及规则挖掘的离散制造过程监控方法[J].计算机集成制造系统,2017,23(9):1962-1971.]
[34]HE Wei,XU Chi,AO Yintai.RFID enabled handheld solution for aerospace MRO operations track and trace[C]//Proceedings of the Conerence on Emerging Technologies and Factory Automation.Washington,D.C.,USA:IEEE,2011:1-8.DOI:10.1109/ETFA.2011.6058980.
[35]LIAO Jianfeng,WEI Lei.The Internet of things model of life cycle of electronic products based on RFID:manufacturing,supply and recycle[J].Manufacturing Automation,2013(18):132-136(in Chinese).[廖剑锋,位磊.基于RFID的电子产品全生命周期物联模型:制造、供应与回收[J].制造业自动化,2013(18):132-136.]
[36]CHEN Chinghan,LIN Mingyi,GUO Xingchen.High-level modeling and synthesis of smart sensor networks for Industrial Internet of Things[J].Computers&Electrical Engineering,2017,61:48-66.
[37]BAI Ao,TANG Renzhong,WANG Zhiguo,et al.Multilayered model for radio frequency identification adoption oriented to discrete manufacturing enterprise[J].Journal of Zhejiang University:Engineering Science,2009,43(12):2196-2202,2207(in Chinese).[白翱,唐任仲,王志国,等.离散制造业射频识别技术导入的多层决策模型[J].浙江大学学报:工学版,2009,43(12):2196-2202,2207.]
[38]PARK S,KIM J,FOX G,et al.Effective real-time scheduling algorithm for cyber physical systems society[J].Future Generation Computer Systems,2014,32:253-259.
[39]QI Kaiyuan,HAN Yanbo,ZHAO Zhuofeng,et al.Realtime data stream processing and key techniques oriented to large-scale sensor data[J].Computer Integrated Manufacturing Systems,2013,19(3):641-653(in Chinese).[亓开元,韩燕波,赵卓峰,等.面向大规模感知数据的实时数据流处理方法及关键技术[J].计算机集成制造系统,2013,19(3):641-653.]
[40]TSAI Chiaoju,HUANG Hanpang.A real-time scheduling and rescheduling system based on RFID for semiconductor foundry fabs[J].Journal of the Chinese Institute of Industrial Engineers,2007,24(6):437-445.
[41]LIANG Changyong,XU Bin,YU Jiawen,et al.Modeling and simulation by Petri net in assembling logistic process of automobile industries based on RFID[J].Machinery Design&Manufacture,2009(9):203-205(in Chinese).[梁昌勇,徐彬,俞家文,等.基于RFID的汽车总装物料配送过程的Petri网建模与仿真[J].机械设计与制造,2009(9):203-205.]
[42]QU Ting,THURER M,WANG Junhao,et al.System dynamics analysis for an Internet-of-Things-enabled production logistics system[J].International Journal of Production Research,2017,55(9):2622-2649.
[43]MA Jing,LIU Mingzhou,WANG Qiang,et al.Complexity metrics for assembly system of mechanical products based on IOT-entropy[J].Computer Integrated Manufacturing Systems,2016,22(1):248-256(in Chinese).[马靖,刘明周,王强,等.基于物联熵的机械产品装配系统复杂性度量[J].计算机集成制造系统,2016,22(1):248-256.]
[44]DAI Qingyun,ZHONG Runyang,HUANG G,et al.Radio frequency identification-enabled real-time manufacturing execution system:a case study in an automotive part manufacturer[J].International Journal of Computer Integrated Manufacturing,2012,25(1):51-65.
[45]HOZAK K,COLLIER D.RFID as an enabler of improved manufacturing performance[J].Decision Sciences,2010,39(4):859-881.
[46]SUN Dihua,SONG Xiaoxiao,ZHENG Linjiang.Automatic identification technology based on fusion of RFID and barcode for discrete manufacturing process[J].Computer Engineering&Applications,2010,46(7):1-4(in Chinese).[孙棣华,宋潇潇,郑林江.RFID与条码融合的离散制造过程自动标识技术[J].计算机工程与应用,2010,46(7):1-4.]
[47]MAKRIS S,MICHALOS G,CHRYSSOLOURIS G.RFIDdriven robotic assembly for random mix manufacturing[J].Robotics&Computer Integrated Manufacturing,2012,28(3):359-365.
[48]WANG Guoxin,NAKAJIMA H,YAN Yan,et al.A methodology of integrated modelling nd intelligent tracing for cutting tool[J].Acta Armamentarii,2009,30(S1):119-125(in Chinese).[王国新,中岛秀人,阎艳,等.刀具准备过程集成建模与智能跟踪方法研究[J].兵工学报,2009,30(S1):119-125.]
[49]RATAVA J,LOHTANDER M,VARIS J.Tool condition monitoring in interrupted cutting with acceleration sensors[J].Robotics and Computer-Integrated Manufacturing,2017,47:70-75.
[50]LI Sike,MIAO Rui,ZHAO Yanzheng,et al.Optimal sensor distribution in multistationmanufacturing systems for variance detection[J].Journal of Shanghai Jiaotong University,2010,44(12):1753-1757(in Chinese).[李斯克,苗瑞,赵言正,等.多工位制造系统偏差源监测传感器布置优化[J].上海交通大学学报,2010,44(12):1753-1757.]
[51]SILLITOE I,BUTTON M,OWHONDA E.An intelligent,multi-transducer signal conditioning design for manufacturing applications[J].Robotics and Computer-Integrated Manufacturing,2017,47:61-69.
[52]HUANG Shaohua,GUO Yu,ZHA Shanshan,et al.A realtime location system based on RFID and UWB for digital manufacturing workshop[J].Procedia CIRP,2017,63:132-137.
[53]DING Bin,CHEN Li,CHEN Dianlong,et al.Application of RTLS in warehouse management based on RFID and Wi-Fi[C]//Proceedings of the International Conference on Wireless Communications,NETWORKING and Mobile Computing.Washington,D.C.,USA:IEEE,2008:1-5.
[54]WANG Zhisen,GAO Rong,DONG Bolin,et al.Research on key technologies of Web services mobile control CNC system[J].China Mechanical Engineering,2007,18(21):2570-2575(in Chinese).[王治森,高荣,董伯麟,等.基于Web服务的移动控制数控系统关键技术研究[J].中国机械工程,2007,18(21):2570-2575.]
[55]TAN Dapeng,LI Peiyu,PAN Xaiohong.Networked manufacturing system based on UPnP[J].Computer Integrated Manufacturing Systems,2009,15(1):130-134,146(in Chinese).[谭大鹏,李培玉,潘晓弘.基于通用即插即用的网络化制造系统研究[J].计算机集成制造系统,2009,15(1):130-134,146.]
[56]LI Zhiyu,ZhANG Yingfeng.Optimal deployment method of RFID sensor networks oriented to IoT-based manufacturing environment[J].Computer Integrated Manufacturing Systems,2015,21(4):1040-1045(in Chinese).[李志宇,张映锋.面向物联制造环境的高可靠RFID传感网优化配置方法[J].计算机集成制造系统,2015,21(4):1040-1045.]
[57]MEN Yanwu,ZHOU Kai.Wireless control system of aircraft intelligent flexible process-equipment[J].Acta Aeronauticaet Astronautica Sinica,2010,31(2):377-387(in Chinese).[门延武,周凯.飞行器智能柔性工装无线控制系统[J].航空学报,2010,31(2):377-387.]
[58]ZUO Yanhong,ZHANG Keren.Discrete data fusion with integral discrete guidance in Internet of things[J].Computer Science,2014,41(3):149-152(in Chinese).[左延红,张克仁.积分离散引导的物联网中离散系统差异数据融合[J].计算机科学,2014,41(3):149-152.]
[59]YUE Yuanlong,ZUO Xin,LUO Xionglin.Improving measurement reliability with biased estimation for multi-sensor data fusion[J].Acta Automatica Sinica,2014,40(9):1843-1852(in Chinese).[岳元龙,左信,罗雄麟.提高测量可靠性的多传感器数据融合有偏估计方法[J].自动化学报,2014,40(9):1843-1852.]
[60]WANG Jinjiang,XIE Junyao,ZHAO Rui,et al.Multisensory fusion based virtual tool wear sensing for ubiquitous manufacturing[J].Robotics and Computer Integrated Manufacturing,2017,45:47-58.
[61]ZANG Chuanzhen,FAN Yushun.Complex event processing of real time enterprises based on smart items[J].Chinese Journal of Mechanical Engineering,2007,43(2):22-32(in Chinese).[臧传真,范玉顺.基于智能物件的实时企业复杂事件处理机制[J].机械工程学报,2007,43(2):22-32.]
[62]HUANG Yi,ZHENG Li,XIANG Qing.RFID integrated real-time manufacturing monitoring based on complex event processing[J].Journal of Tsinghua University:Science and Technology,2013,53(5):721-728(in Chinese).[黄毅,郑力,向晴.基于复杂事件处理的RFID辅助实时生产监控[J].清华大学学报:自然科学版,2013,53(5):721-728.]
[63]TANG Lin,CAO Hui,ZHENG Li,et al.Value-driven uncertainty-aware data processing for an RFID-enabled mixedmodel assembly line[J].International Journal of Production Economics,2015,165:273-281.
[64]FANG Ji,HUANG G,LI Zhi.Event-driven multi-agent ubiquitous manufacturing execution platform for shop floor work-in-progress management[J].International Journal of Production Research,2013,51(4):1168-1185.
[65]BAI Ao,TANG Renzhong,LYU Jingxiang,et al.Semantic analysis of discrete shop logistics real-time data oriented to ubiquitous computing-based intelligent manufacturing[J].Computer Integrated Manufacturing Systems,2012,18(3):550-559(in Chinese).[白翱,唐任仲,吕景祥,等.面向U-制造的车间物流实时数据语义分析[J].计算机集成制造系统,2012,18(3):550-559.]
[66]GIRET A,GARCIA E,BOTTI V.An engineering framework for service-oriented intelligent manufacturing systems[J].Computers in Industry,2016,81:116-127.
[67]NIELSEN I,DO N,BANASZAK Z,et al.Material supply scheduling in a ubiquitous manufacturing system[J].Robotics and Computer-Integrated Manufacturing,2017,45:21-33.
[68]ZHANG Yingfeng,XU Jianxue,SUN Shudong,et al.Realtime information driven intelligent navigation method of assembly station in unpaced lines[J].Computers&Industrial Engineering,2015,84:91-100.
[69]YANG Guang,GENG Guining,DU Jing,et al.Security threats and measures for the Internet of things[J].Journal of Tsinghua University:Science and Technology,2011,51(10):1335-1340(in Chinese).[杨光,耿贵宁,都婧,等.物联网安全威胁与措施[J].清华大学学报:自然科学版,2011,51(10):1335-1340.]
[70]LOPEZ J,RIOS R,BAO F,et al.Evolving privacy:from sensors to the Internet of things[J].Future Generation Computer Systems,2017,75:46-57.
[71]ZHANG Xiaodong,ZHANG Zhiqiang,CHEN Jin,et al.Constructing method of production decision making expert system based on interactive simulation[J].Computer Integrated Manufacturing Systems,2013,19(2):404-410(in Chinese).[张晓冬,张志强,陈进,等.基于交互仿真的生产决策专家系统构建方法[J].计算机集成制造系统,2013,19(2):404-410.]
[72]ZHANG Yingfeng,ZHANG Geng,DU Wei,et al.An optimization method for shopfloor material handling based on real-time and multi-source manufacturing data[J].International Journal of Production Economics,2015,165(3):282-292.
[73]ZHANG Yingfeng,WANG Wenbo,WU Naiqi,et al.IoT-enabled real-time production performance analysis and exception diagnosis model[J].IEEE Transactions on Automation Science&Engineering,2016,13(3):1318-1332.
[74]ZHANG Yingfeng,REN Shan,LIU Yang,et al.A big data analytics architecture for cleaner manufacturing and maintenance processes of complex products[J].Journal of Cleaner Production,2016,142:626-641.
[75]SAYGIN C,TAMMA S.RFID-enabled shared resource management for aerospace maintenance operations:a dynamic resource allocation model[J].International Journal of Computer Integrated Manufacturing,2012,25(1):100-111.
[76]VELANDIA D,KAUR N,WHITTOW W,et al.Towards industrial Internet of things:crankshaft monitoring,traceability and tracking using RFID[J].Robotics&Computer Integrated Manufacturing,2016,41:66-77.
[77]HUANG George,ZHANG Yingfeng,JIANG Pingyu.RFID-based wireless manufacturing for real-time management of job shop WIP inventories[J].International Journal of Advanced Manufacturing Technology,2008,36(7/8):752-764.
[78]ZHOU Guanghui,XIAO Zhongdong,JIANG Pingyu,et al.A radio frequency identification based optimal material delivery method for digital plant production[J].International Journal of Computer Integrated Manufacturing,2011,24(5):493-505.
[79]JIANG Jiajun,GUO Yu,LIAO Wenhe.Research on AGVguided by real-time locating system(RTLS)for material distribution[J].International Journal of Control&Automation,2015,8(7):213-226.
[80]LUO Hao,WANG Kai,KONG Xiang,et al.Synchronized production and logistics via ubiquitous computing technology[J].Robotics and Computer-Integrated Manufacturing,2016,45:99-115.
[81]ZHOU Wei,PIRAMUTHU S.Remanufacturing with RFIDitem-level information:optimization,waste reduction and quality improvement[J].International Journal of Production Economics,2013,145(2):647-657.
[82]MAHDAVI I,SHIRAZI B,CHO N,et al.Modeling an ebased real-time quality control information system in distributed manufacturing shops[J].Computers in Industry,2008,59(8):759-766.
[83]LYU Yaqiong,LEE C K M,CHAN H K,et al.RFID-based colored Petri net applied for quality monitoring in manufacturing system[J].International Journal of Advanced Manufacturing Technology,2012,60(1/2/3/4):225-236.
[84]JING Yi,WANG Xu,LI Wenchuan.Study on RFID-based quality tracking system for gearbox assembly line[J].Modern Scientific Instruments,2011(5):63-67(in Chinese).[景熠,王旭,李文川.基于RFID的变速器装配线质量追溯系统研究[J].现代科学仪器,2011(5):63-67.]
[85]THURER M,PAN Y,QU T,et al.Internet of things(IoT)driven kanban system for reverse logistics:solid waste collection[EB/OL].[2017-06-20].https://doi.org/10.1007/s10845-016-1278-y,2016-12-7/2017-8-9.
[86]TAO Fei,WANG Yiwen,ZUO Ying,et al.Internet of things in product life-cycle energy management[J].Journal of Industrial Information Integration,2016,1:26-39.
[87]ZHANG Yingfeng,HUANG George,QU Ting,et al.A-gent-based smart objects management system for real-time ubiquitous manufacturing[J].Robotics and Computer-Integrated Manufacturing,2011,27(3):538-549.
[88]ZHANG Yingfeng,QU Ting,HO Q,et al.Real-time workin-progress management for smart object-enabled ubiquitous shop-floor environment[J].International Journal of Computer Integrated Manufacturing,2011,24(5):431-445.
[89]LIU Mingzhou,WANG Qiang,MA Jing,et al.Visual monitoring platform of manufacturing process based on real-time information driven[J].China Mechanical Engineering,2015,26(18):2466-2472(in Chinese).[刘明周,王强,马靖,等.基于实时信息驱动的制造过程可视化监控平台[J].中国机械工程,2015,26(18):2466-2472.]
[90]ZHANG Yingfeng,WANG Jin,LIU Yang.Game theory based real-time multi-objective flexible job shop scheduling considering environmental impact[J].Journal of Cleaner Production,2017,167:665-679.
[91]CHONGWATPOL J,SHARDA R.RFID-enabled track and traceability in job-shop scheduling environment[J].European Journal of Operational Research,2013,227(3):453-463.
[92]FERRER G,HEATH S,DEW N.An RFID application in large job shop remanufacturing operations[J].International Journal of Production Economics,2011,133(2):612-621.
[93]WANG L,LIN S.A multi-agent based agile manufacturing planning and control system[J].Computers&Industrial Engineering,2009,57(2):620-640.
[94]LUO Jiaqing,ZHOU Shijie,CHENG Hongrong,et al.The design and implementation of a cost-effective RFID indoor localization system[C]//Proceedings of the Workshop on Context Sensing and Activity Recognition.New York,N.Y.,USA:ACM,2015:1-6.
[95]CHOY K,HO G,LTT C.A RFID-based storage assignment system for enhancing the efficiency of order picking[J].Journal of Intelligent Manufacturing,2017,28(1):111-129.
[96]ZHONG Runyang,HUANG G,LAN Shulin,et al.A big data approach for logistics trajectory discovery from RFID-enabled production data[J].International Journal of Production Economics,2015,165:260-272.
[97]CAO H,FOLAN P,MASCOLO J,et al.RFID in product lifecycle management:a case in the automotive industry[J].International Journal of Computer Integrated Manufacturing,2009,22(7):616-637.
[98]ZHANG Yingfeng,ZHAO Xibin,SUN Shudong,et al.Implementing method and key technologies for IoT-based manufacturing execution system[J].Computer Integrated Manufacturing Systems,2012,18(12):2634-2642(in Chinese).[张映锋,赵曦滨,孙树栋,等.一种基于物联技术的制造执行系统实现方法与关键技术[J].计算机集成制造系统,2012,18(12):2634-2642.]
[99]HAN Duanfeng,ZHOU Qinghua,LI Jinghua,et al.Shipbuilding material TEU information model and traceable management system[J].Computer Integrated Manufacturing Systems,2017,23(9):1983-1991(in Chinese).[韩端锋,周青骅,李敬花,等.船舶建造物资追溯实体单元信息模型及追溯管理系统[J].计算机集成制造系统,2017,23(9):1983-1991.]
[100]XU Aiming,GAO Jianmin,CHEN Kun.Excavation of critical resource node for quality control of multi-variety mixed production shopfloor based on complex network property[J].Journal of Engineering Manufacture,2016,230(1):169-177.