Event-driven multi-agent ubiquitous manufacturing execution platform for shop floor work-in-progress management

被引:44
作者
Fang, Ji [1 ]
Huang, George Q. [1 ]
Li, Zhi [1 ]
机构
[1] Univ Hong Kong, Dept Ind & Mfg Syst Engn, Hong Kong, Hong Kong, Peoples R China
基金
美国国家科学基金会;
关键词
RFID; event processing; manufacturing execution system (MES); WIP management; multi-agent; case study; AGENT-BASED SYSTEM; SERVICES; TRACKING; GATEWAY; DESIGN;
D O I
10.1080/00207543.2012.693644
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
It has been reported that radio frequency identification (RFID) technology is applied to manufacturing shop floors for capturing and collecting real-time field data. Real-time information visibility and traceability allows decision makers to make better-informed shop floor decisions. It has been a great challenge to process a huge amount of RFID data into useful information for managerial uses. This paper presents an event-driven shop floor work-in-progress (WIP) management platform for creating a ubiquitous manufacturing (UM) environment. The platform aims to monitor and control dynamic production and material handling through RFID-enabled traceability and visibility of shop floor manufacturing processes. The platform provides facilities to process shop floor real-time RFID events and to aggregate actionable and meaningful operational information to support decision-making activities. An information processing mechanism based on a critical event model is proposed to organise real-time field data in various abstract levels for enterprise decisions. A case study at an air conditioner manufacturing company is used to demonstrate how the proposed platform can benefit its shop floor WIP management by showing how production and logistic operators and their supervisors accomplish their tasks.
引用
收藏
页码:1168 / 1185
页数:18
相关论文
共 51 条
[1]  
Bellifemine F. L., 2007, Developing MultiAgent Systems with JADE
[2]   Intelligent tracking in manufacturing [J].
Brewer, A ;
Sloan, N ;
Landers, TL .
JOURNAL OF INTELLIGENT MANUFACTURING, 1999, 10 (3-4) :245-250
[3]   RFID opportunity analysis for leaner manufacturing [J].
Brintrup, Alexandra ;
Ranasinghe, Damith ;
McFarlane, Duncan .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2010, 48 (09) :2745-2764
[4]  
Chappell G., 2003, ACNAUTOIDBC005
[5]   Development of an agent-based system for manufacturing control and coordination with ontology and RFID technology [J].
Chen, Ruey-Shun ;
Tu, Mengru .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (04) :7581-7593
[6]   Design and conceptual development of shop floor controllers through the manipulation of process plans [J].
Cho, H. ;
Son, Y. J. ;
Jones, A. .
INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2006, 19 (04) :359-376
[7]   Digital manufacturing: history, perspectives, and outlook [J].
Chryssolouris, G. ;
Mavrikios, D. ;
Papakostas, N. ;
Mourtzis, D. ;
Michalos, G. ;
Georgoulias, K. .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 2009, 223 (05) :451-462
[8]   Radio frequency identification-enabled real-time manufacturing execution system: a case study in an automotive part manufacturer [J].
Dai, Qingyun ;
Zhong, Runyang ;
Huang, George Q. ;
Qu, Ting ;
Zhang, T. ;
Luo, T. Y. .
INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 2012, 25 (01) :51-65
[9]  
EPCglobal Inc, 2009, APPL LEV EV ALE SP 1
[10]  
FIPA, 2002, FIPA AG MESS TRANSP