An opportunity for system dynamics in manufacturing system modelling

The computer simulation of manufacturing systems is commonly carried out using discrete event simulation (DES). Indeed, there appears to be a lack of applications of continuous simulation methods, particularly system dynamics (SD), despite evidence that this technique is suitable for industrial modelling. This paper investigates whether this is due to a decline in the general popularity of SD, or whether modelling of manufacturing systems represents a missed opportunity for SD. On this basis, the paper first gives a review of the concept of SD and fully describes the modelling technique. Following on, a survey of the published applications of SD in the 1990s is made by developing and using a structured classification approach. From this review, observations are made about the application of the SD method and opportunities for future research are suggested.

[1]  William T. Powers,et al.  Control theory: A model of organisms , 1990 .

[2]  Reuven R. Levary,et al.  Modelling the software development process using an expert simulation system having fuzzy logic , 1991, Softw. Pract. Exp..

[3]  W. Kortum Analysis of railway vehicle system dynamics with the multibody program MEDYNA , 1990, ASME/IEEE Joint Conference on Railroads.

[4]  Khalid Saeed,et al.  Food self‐sufficiency in Vietnam: A search for a viable solution , 1992 .

[5]  E. F. Wolstenholme,et al.  A System Dynamics Approach to Assessing the Impact of Management Information Systems , 1991 .

[6]  Denis Royston Towill,et al.  System dynamics-background, methodology and applications.2. Applications , 1993 .

[7]  Andy Neely,et al.  Production/Operations Management: Research Process and Content during the 1980s , 1993 .

[8]  F. Barry Barnes,et al.  The Evolution of an Employee-Training Program , 1991 .

[9]  J. Parnaby,et al.  Concept of a manufacturing system , 1979 .

[10]  G. Ravishankar Role of System Dynamics in Semiconductor Fabrication , 1993, Proceedings. IEEE/SEMI Advanced Semiconductor Manufacturing Conference and Workshop.

[11]  Paul Streeten,et al.  The Mechanism of Economic Systems , 1956 .

[12]  Johan Swart,et al.  A system dynamics approach to predator-prey modeling. , 1990 .

[13]  Catherine M. Crawford Endogenous safety processes: A model of regulation and safety in industrial firms , 1991 .

[14]  P. David Knowledge, Property, and the System Dynamics of Technological Change , 1992 .

[15]  Eric F. Wolstenholme A Case Study in Community Care Using Systems Thinking , 1993 .

[16]  Roger F. Naill,et al.  An analysis of the cost effectiveness of U.S. energy policies to mitigate global warming , 1992 .

[17]  Kurt Heidenberger,et al.  A system dynamics model for AIDS policy support in Tanzania , 1993 .

[18]  Eric F. Wolstenholme,et al.  System Enquiry: A System Dynamics Approach , 1990 .

[19]  R. Huggett Systems thinking, systems practice , 1982 .

[20]  R. G. Coyle A system dynamics model of aircraft carrier survivability , 1992 .

[21]  A. Thesen,et al.  Simulation for decision making: an introduction , 1989, WSC '89.

[22]  Michael R. Chambers Planning for technological substitution and change , 1991 .

[23]  E. F. Wolstenholme,et al.  The design, application and evaluation of a system dynamics based methodology for the assessment of computerised information systems , 1992 .

[24]  Mohamed Mohamed Naim,et al.  Smoothing Supply Chain Dynamics , 1991 .

[25]  Matthias Ruth,et al.  Modeling spatial dynamics of sea-level rise in a coastal area , 1994 .

[26]  Hironao Kawashima,et al.  Skill formation and its impact on the adaptation process of new production systems , 1994 .

[27]  Michael J. Radzicki,et al.  An Institutional Dynamics Model of Sterling, Massachusetts: Indicative Planning at the Local Level , 1993 .

[28]  Tarek K. Abdel-Hamid A multiproject perspective of single-project dynamics , 1993, J. Syst. Softw..

[29]  D. Andersen Analyzing who gains and who loses: The case of school finance reform in new york state , 1990 .

[30]  Pradeep K. Chintagunta,et al.  An empirical investigation of advertising strategies in a dynamic duopoly , 1992 .

[31]  David Carrier,et al.  A Methodology for Pattern Modeling Nonlinear Macroeconomic Dynamics , 1992 .

[32]  J. Homer A system dynamics model of national cocaine prevalence , 1993 .

[33]  Raul Espejo,et al.  An intervention with the Cybernetic Methodology in Regent Engineering , 1992 .

[34]  Michael G.H. Bell,et al.  System dynamics applicability to transportation modeling , 1994 .

[35]  Nicholas R. Jordan Simulation Analysis of Weed Population Dynamics in Ridge-Tilled fields1 , 1993 .

[36]  E. Lerch,et al.  Increasing power supply reliability in a large chemical plant taking system dynamics into account , 1993 .

[37]  George P. Richardson,et al.  A petroleum life cycle model for the United States with endogenous technology, exploration, recovery, and demand , 1990 .

[38]  M W Tess,et al.  Integrated systems analysis of sow replacement rates in a hierarchical swine breeding structure. , 1993, Journal of animal science.

[39]  John D. W. Morecroft,et al.  Executive knowledge, models and learning , 1992 .

[40]  Ali N. Mashayekhi,et al.  The impact of exchange rate policy on inflation rate in an oil-exporting economy , 1991 .

[41]  Jane Edghill,et al.  The use of system dynamics in manufacturing systems engineering , 1989 .

[42]  Don N. Kleinmuntz,et al.  Information processing and misperceptions of the implications of feedback in dynamic decision making , 1993 .

[43]  Pål I. Davidsen,et al.  A system dynamics approach to the structure and economy of fur farming and trading , 1993 .

[44]  George P. Richardson,et al.  Decision Modeling: Tools for Strategic Thinking , 1991 .

[45]  Tjark E. Struif Bontkes,et al.  Dynamics of rural development in Southern Sudan , 1993 .

[46]  H. Igor Ansoff,et al.  An Appreciation of Industrial Dynamics , 1968 .

[47]  Lois Ember Limits to Growth of Resource Use, Population, Pollution Urged Again , 1992 .

[48]  Franz Wirl Dynamics of commodity taxation: An example of an energy tax , 1991 .

[49]  J.L. Kirtley,et al.  A simulator of the manufacturing of induction motors , 1991, Conference Record of the 1991 IEEE Industry Applications Society Annual Meeting.

[50]  Ali N. Mashayekhi,et al.  Rangelands destruction under population growth: The case of Iran , 1990 .

[51]  Morris Teubal Comment on “Knowledge, Property, and the System Dynamics of Technological Change,” by David , 1992 .

[52]  Thomas D. Clark,et al.  Using system dynamics to measure the value of information in a business firm , 1992 .

[53]  Roger F. Naill,et al.  A System Dynamics Model for National Energy Policy Planning , 1992 .

[54]  Jean Morrow,et al.  Aging, contraction, and cohesion in a religious order: A policy analysis , 1991 .

[55]  L. A. Hunt,et al.  GUMCAS: a model describing the growth of cassava (Manihot esculenta L. Crantz) , 1994 .

[56]  Peter Checkland,et al.  Systems Thinking, Systems Practice , 1981 .

[57]  C. Eden Strategy development as a social process , 1992 .

[58]  Miles D. Ferguson Forecasting as a Learning Tool , 1992 .

[59]  Conrad Nuthmann,et al.  Using human judgment in system dynamics models of social systems , 1994 .

[60]  Jane Edghill,et al.  Dynamic Behaviour of Fundamental Manufacturing System Design Strategies , 1989 .

[61]  J.L.G. Dietz,et al.  Business modelling for business redesign , 1994, 1994 Proceedings of the Twenty-Seventh Hawaii International Conference on System Sciences.

[62]  Denis Royston Towill,et al.  Supply Chain Dynamics—The Change Engineering Challenge of the Mid 1990s , 1992 .

[63]  J. S. Cundiff,et al.  System analysis of sweet sorghum harvest for ethanol production in the Piedmont. , 1991 .

[64]  E. F. Wolstenholme,et al.  A current overview of system dynamics , 1989 .

[65]  Steve Peterson Software for model-building and simulation: An illustration of design philosophy , 1992 .

[66]  Denis Royston Towill,et al.  The application of filter theory to the study of supply chain dynamics , 1994 .

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

[68]  Pål L. Davidsen System dynamics as a platform for educational software production , 1993, Computer Mediated Education of Information Technology Professionals and Advanced End-Users.

[69]  Prem Vrat,et al.  A simulation study of unit exchange spares management of diesel locomotives in the Indian railways , 1994 .

[70]  Ali N. Mashayekhi,et al.  Transition in the New York State solid waste system: a dynamic analysis , 1993 .

[71]  Paul F. Roth Discrete, continuous and combined simulation , 1987, Winter Simulation Conference.

[72]  Michael Yu. Chernyshov Systems Thinking and Investigation of Digestive Secretion , 1991 .

[73]  Michael Pidd,et al.  Computer Simulation in Management Science (3rd Edition) , 1998 .

[74]  Chee Sing Yap,et al.  Influence Diagrams in Information Systems Research , 1991 .

[75]  Erling Moxnes,et al.  Interfuel substitution in OECD‐European electricity production , 1990 .

[76]  Charles H. Braden,et al.  Exemplary urban model for Fernbank Museum of Natural History , 1994 .

[77]  Kees van der Heijden,et al.  Modelling the oil producers — Capturing oil industry knowledge in a behavioural simulation model☆ , 1992 .

[78]  Morten Brøns,et al.  Local and global bifurcations in a model of the economic long wave , 1991 .

[79]  Mark Paich,et al.  Boom, bust, and failures to learn in experimental markets , 1993 .

[80]  Michael J. Radzicki,et al.  Methodologia oeconomiae et systematis dynamis , 1990 .

[81]  Denis Royston Towill,et al.  System dynamics- background, methodology and applications. 1. Background and methodology , 1993 .