Towards an improved tool to facilitate simulation modelling of complex manufacturing systems

Computer-based simulation is one of the most valuable aids for manufacturing systems design, yet its use remains limited. The main reason for this is that current manufacturing systems are extremely complex and the user-friendly capabilities provided even by the most advanced simulation tools are not sufficient to cope with such complexity. On this basis, the paper explores the development of an improved tool to ease and speed up simulation modelling of complex manufacturing systems. A simulation interface, created and currently used at a major automotive manufacturer, is considered and a rigorous assessment of the extent to which this interface can support the simulation modelling process is provided. The paper evaluates the viability to use the interface as a basis for a general purpose simulation modelling tool capable of coping with any complex manufacturing systems, analyses its potential values, and proposes developments that can support the uptake of simulation techniques within the manufacturing industry.

[1]  Roger G. Hannam,et al.  An evaluation of approaches to modelling and simulating manufacturing systems , 1989 .

[2]  Lesley Davis,et al.  Evaluating and Selecting Simulation Software Using the Analytic Hierarchy Process , 1994 .

[3]  Stewart Robinson,et al.  Discrete-event simulation: from the pioneers to the present, what next? , 2005, J. Oper. Res. Soc..

[4]  VLATKA Hlupic,et al.  Guidelines for selection of manufacturing simulation software , 1999 .

[5]  Ben Shneiderman,et al.  Perspective-based Usability Inspection: An Empirical Validation of Efficacy , 1999, Empirical Software Engineering.

[6]  Rex B. Kline,et al.  Usability measurement and metrics: A consolidated model , 2006, Software Quality Journal.

[7]  Elizabeth J. Simeral,et al.  Comparative analysis of heuristic and usability evaluation methods , 1997 .

[8]  Averill M. Law,et al.  How to build valid and credible simulation models , 2008, 2008 Winter Simulation Conference.

[9]  Pär Klingstam,et al.  Overview of simulation tools for computer-aided production engineering , 1999 .

[10]  Alain Abran,et al.  Usability Meanings and Interpretations in ISO Standards , 2003, Software Quality Journal.

[11]  Colin Robson,et al.  Real World Research: A Resource for Social Scientists and Practitioner-Researchers , 1993 .

[12]  James R. Lewis,et al.  IBM computer usability satisfaction questionnaires: Psychometric evaluation and instructions for use , 1995, Int. J. Hum. Comput. Interact..

[13]  Gunnar Bolmsjö,et al.  Simulation integration in manufacturing system development: a study of Japanese industry , 2001, Ind. Manag. Data Syst..

[14]  Stewart Robinson,et al.  Simulation: The Practice of Model Development and Use , 2004 .

[15]  Tim Baines,et al.  Human performance modelling as an aid in the process of manufacturing system design: A pilot study , 2002 .

[16]  Andrew F. Seila,et al.  Spreadsheet simulation , 2001, Proceedings of the 2004 Winter Simulation Conference, 2004..

[17]  Allan Carrie,et al.  Simulation of manufacturing systems , 1988 .

[18]  Kasper Hornbæk,et al.  Current practice in measuring usability: Challenges to usability studies and research , 2006, Int. J. Hum. Comput. Stud..

[19]  Jerry Banks.  Introduction to simulation , 1999, WSC '99.

[20]  Mary Corbett,et al.  SUMI: the Software Usability Measurement Inventory , 1993, Br. J. Educ. Technol..

[21]  Miles MacLeod,et al.  The MUSiC performance measurement method , 1997, Behav. Inf. Technol..

[22]  P. Lendermann,et al.  The future of the simulation industry , 2003, Proceedings of the 2003 Winter Simulation Conference, 2003..

[23]  Andreas Holzinger,et al.  Usability engineering methods for software developers , 2005, CACM.

[24]  Tim Baines,et al.  Humans: the missing link in manufacturing simulation? , 2004, Simul. Model. Pract. Theory.

[25]  Russell R. Barton,et al.  Proceedings of the 2000 winter simulation conference , 2000 .

[26]  J. Carson.  Introduction to modeling and simulation , 2005, Proceedings of the Winter Simulation Conference, 2005..

[27]  Michael Pidd,et al.  Simulation software: not the same yesterday, today or forever , 2006, J. Simulation.

[28]  Elsa Henriques,et al.  An architecture to support the manufacturing system design and planning , 2003, Int. J. Comput. Integr. Manuf..

[29]  Karen Holder,et al.  Selecting simulation software , 1990 .