A real-time shop floor control system : an integrated RFID approach

In the past, it was difficult to have a clear picture of the present status of production in shop floor. Many enterprises have adopted bar-code-based Shop Floor Control Systems (SFCSs) for monitoring the production status. However, the deficiency of such systems is that immediate situation cannot be reflected easily. As a result, planned production schedules cannot be fulfilled due to frequent job interruptions caused by machine breakdowns or a shortage of materials. In this paper, a Radio Frequency Identification- (RFID-)based Decision Support System (RDSS) is proposed for the shop floor management to keep track of resources, monitor the throughput rate and make instant decisions for problem solving. The proposed system integrates the technologies of RFID and Rule-Based Reasoning (RBR) with production mathematical algorithm to help monitor shop floor operations. Through pilot running of RDSS in the ABC Limited, a significant improvement in terms of shop floor responsiveness was achieved.

[1]  T. C. Edwin Cheng,et al.  Mobile commerce integrated with RFID technology in a container depot , 2007, Decis. Support Syst..

[2]  Qi Xu,et al.  Integration design of material flow management in an e-business manufacturing environment , 2006, Decis. Support Syst..

[3]  D. Wyld Radio Frequency Identification , 2008 .

[4]  Taho Yang,et al.  A genetic algorithms simulation approach for the multi-attribute combinatorial dispatching decision problem , 2007, Eur. J. Oper. Res..

[5]  Seong-Bae Park,et al.  Combining rule-based learning and memory-based learning for automatic word spacing in simple message service , 2006, Appl. Soft Comput..

[6]  Pingyu Jiang,et al.  RFID-based wireless manufacturing for walking-worker assembly islands with fixed-position layouts , 2007 .

[7]  R. M. Kerr,et al.  Implementation of an expert system for production scheduling , 1988 .

[8]  Frank L. Lewis,et al.  Flow-shop scheduling design in an FMS matrix framework , 1995 .

[9]  Richard A. Wysk,et al.  Automatic simulation model generation for simulation-based, real-time shop floor control , 2001, Comput. Ind..

[10]  Shahram Taj,et al.  Application of constrained management and lean manufacturing in developing best practices for productivity improvement in an auto‐assembly plant , 2006 .

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

[12]  N. S. Ong,et al.  A real‐time workflow tracking system for a manufacturing environment , 2004 .

[13]  Efraim Turban,et al.  Introduction to Information Technology , 2000 .

[14]  N. Hanley,et al.  Modelling the transfer of the socio-economic benefits of environmental management , 2000, Environ. Model. Softw..

[15]  C. G. Looney,et al.  Logical controls via Boolean rule matrix transformations , 1987, IEEE Transactions on Systems, Man, and Cybernetics.

[16]  Patrick Chi-leung Hui,et al.  Cryptography and authentication on RFID passive tags for apparel products , 2006, Comput. Ind..

[17]  Hsiao-Cheng Yu,et al.  Challenges to Global RFID Adoption , 2006, 2006 Technology Management for the Global Future - PICMET 2006 Conference.

[18]  Chung-Hsing Yeh,et al.  Sequencing shop floor operations: a practical approach , 2005 .

[19]  Y. Son,et al.  Initial research on schedule interface with shop floor control system , 2001, 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236).

[20]  James H. Greene,et al.  Production and Inventory Control Handbook , 1970 .

[21]  Jaroslav Pokorný,et al.  Database architectures: Current trends and their relationships to environmental data management , 2006, Environ. Model. Softw..

[22]  Ziaul Huq,et al.  Embedding JIT in MRP: The case of job shops , 1994 .

[23]  Sohyung Cho A distributed time-driven simulation method for enabling real-time manufacturing shop floor control , 2005, Comput. Ind. Eng..

[24]  Amy J. C. Trappey,et al.  Mobile agent technology and application for online global logistic services , 2004, Ind. Manag. Data Syst..

[25]  Ron Janssen,et al.  Decision support for integrated wetland management , 2005, Environ. Model. Softw..

[26]  James Lam Enterprise Risk Management: From Incentives to Controls , 2003 .

[27]  M. Siemiatkowski,et al.  Simulation studies of process flow with in-line part inspection in machining cells , 2006 .

[28]  Robert Puers,et al.  Implantation of an RFID-tag into human molars to reduce hard forensic identification labor. Part I: working principle. , 2006, Forensic science international.

[29]  C. M. Roberts,et al.  Radio frequency identification (RFID) , 2006, Comput. Secur..

[30]  N. G. Shankar,et al.  A rule-based computing approach for the segmentation of semiconductor defects , 2006, Microelectron. J..