A FRAMEWORK FOR STRUCTURAL MODELLING OF AN RFID-ENABLED INTELLIGENT DISTRIBUTED MANUFACTURING CONTROL SYSTEM

A modern manufacturing facility typically contains several distributed control systems, such as machining stations, assembly stations, and material handling and storage systems. Integrating Radio Frequency Identification (RFID) technology into these control systems provides a basis for monitoring and configuring their components in real-time. With the right structural modelling, it is then possible to evaluate designs and translate them into new operational applications almost immediately. This paper proposes an architecture for the structural modelling of an intelligent distributed control system for a manufacturing facility, by utilising RFID technology. Emphasis is placed on a requirements analysis of the manufacturing system, the design of RFID-enabled intelligent distributed control systems using Unified Modelling Language (UML) diagrams, and the use of efficient algorithms and tools for the implementation of these systems.

[1]  Fabio Bellifemine,et al.  Developing Multi-Agent Systems with JADE (Wiley Series in Agent Technology) , 2007 .

[2]  Rajkumar Buyya,et al.  A Taxonomy of Workflow Management Systems for Grid Computing , 2005, Proceedings of the 38th Annual Hawaii International Conference on System Sciences.

[3]  W. B. Lee,et al.  Design of a RFID case-based resource management system for warehouse operations , 2005, Expert Syst. Appl..

[4]  Reza Vatankhah Barenji Towards a Capability-Based Decision Support System for a Manufacturing Shop , 2013, PRO-VE.

[5]  Majid Hashemipour,et al.  Virtual reality in requirement analysis for CIM system development suitable for SMEs , 2002 .

[6]  George Q. Huang,et al.  RFID-based wireless manufacturing for real-time management of job shop WIP inventories , 2008 .

[7]  Sotiris Makris,et al.  RFID driven robotic assembly for random mix manufacturing , 2012 .

[8]  Bin Wang,et al.  Fundamental technology for RFID-based supervisory control of shop floor production system , 2011 .

[9]  Eiji Kamioka,et al.  An FR-ID Driven Holonic Control Scheme for Production Control Systems , 2007, The 2007 International Conference on Intelligent Pervasive Computing (IPC 2007).

[10]  Reza Vatankhah Barenji,et al.  An RFID-enabled distributed control and monitoring system for a manufacturing system , 2013, Third International Conference on Innovative Computing Technology (INTECH 2013).

[11]  Dieter Fensel,et al.  Bridging Multi Agent Systems and Web Services: towards interoperability between Software Agents and Semantic Web Services , 2006, 2006 10th IEEE International Enterprise Distributed Object Computing Conference (EDOC'06).

[12]  Pingyu Jiang,et al.  RFID-based smart Kanbans for Just-In-Time manufacturing , 2008 .

[13]  David A. Guerra-Zubiaga,et al.  A framework for modelling enterprise competencies: from theory to practice in enterprise architecture , 2015, Int. J. Comput. Integr. Manuf..

[14]  R JenningsNicholas,et al.  Developing multiagent systems , 2003 .

[15]  Ashutosh Tiwari,et al.  Business Process Analysis and Optimization: Beyond Reengineering , 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[16]  N. K.C. Krothapalli,et al.  Design of negotiation protocols for multi-agent manufacturing systems , 1999 .

[17]  Ali Vatankhah Barenji,et al.  A multi-agent RFID-enabled distributed control system for a flexible manufacturing shop , 2014 .

[18]  Oliver Günther,et al.  RFID in manufacturing , 2008 .

[19]  Sanjay E. Sarma,et al.  Auto ID systems and intelligent manufacturing control , 2003 .

[20]  Yongsheng Ma,et al.  Towards unified modelling of product life-cycles , 2006, Comput. Ind..

[21]  Razvi Doomun,et al.  Business process modelling, simulation and reengineering: call centres , 2008, Bus. Process. Manag. J..

[22]  Zongwei Luo,et al.  RFID-enabled tracking in flexible assembly line , 2010 .

[23]  David A. Guerra-Zubiaga,et al.  Toward a Modeling Framework for Organizational Competency , 2013, DoCEIS.

[24]  Robert I. M. Young,et al.  The configuration of design and manufacture knowledge models from a heavyweight ontological foundation , 2011 .

[25]  Sabah U. Randhawa,et al.  An integration architecture for flexible manufacturing cells , 1998 .

[26]  Ichiro Satoh Location-Based Services in Ubiquitous Computing Environments , 2003, ICSOC.

[27]  Javier Bajo,et al.  FUSION@, A SOA-Based Multi-agent Architecture , 2008, DCAI.

[28]  Agostino Poggi,et al.  Developing Multi-agent Systems with JADE , 2007, ATAL.

[29]  László Monostori,et al.  A survey of applications and requirements of unique identification systems and RFID techniques , 2011, Comput. Ind..

[30]  Michael J. Shaw,et al.  A multi-agent framework for the coordination and integration of information systems , 1998 .

[31]  A. García,et al.  RFID enhanced MAS for warehouse management , 2007 .

[32]  Lionel M. Ni,et al.  An RFID-Based Distributed Control System for Mass Customization Manufacturing , 2004, ISPA.

[33]  Ali Vatankhah Barenji,et al.  Structural Modeling of a RFID-enabled Reconfigurable Architecture for a Flexible Manufacturing System , 2013 .

[34]  Joan García-Haro,et al.  Tracking of Returnable Packaging and Transport Units with active RFID in the grocery supply chain , 2009, Comput. Ind..

[35]  Kai-Ying Chen Cell controller design for RFID based flexible manufacturing systems , 2012, Int. J. Comput. Integr. Manuf..