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Articles

Agent-based modelling of movement rules in DRC systems for volume flexibility: human factors and technical performance

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Pages 633-650 | Received 16 Nov 2011, Accepted 10 May 2013, Published online: 12 Aug 2013

References

  • Allen, M. 1963. “The Efficient Utilization of Labor under Conditions of Fluctuating Demand.” In Industrial Scheduling, edited by J. Muth and G. Thompson. Englewood Cliffs, NJ: Prentice Hall . chapter 16.
  • Aptel, M., F. Cail, A. Gerling, and O. Louis. 2008. “Proposal of Parameters to Implement a Workstation Rotation System to Protect against MSDs.” International Journal of Industrial Ergonomics 38(11–12): 900–909.
  • Armbruster, D., and E. S. Gel. 2006. “Bucket Brigades Revisited: Are They Always Effective?” European Journal of Operational Research 172(1): 213–229.
  • Baines, T. S., D. K. Harrison, J. M. Kay, and D. J. Hamblin. 1998. “A Consideration of Modelling Techniques That Can Be Used to Evaluate Manufacturing Strategies.” The International Journal of Advanced Manufacturing Technology 14: 369–375.
  • Baines, T., S. Mason, P. O. Siebers, and J. Ladbrook. 2004. “Humans: the Missing Link in Manufacturing Simulation?” Simulation Modelling Practice and Theory 12: 515–526.
  • Baines, T. S., R. Asch, L. Hadfield, J. P. Mason, S. Fletcher, and J. M. Kay. 2005. “Towards a Theoretical Framework for Human Performance Modelling within Manufacturing Systems Design.” Simulation Modelling Practice and Theory 13(6): 486–504.
  • Bankes, S. C. 2002. “Agent-based Modeling: a Revolution?” Proceedings of the National Academy of Sciences 99(90003): 7199–7200.
  • Banks, J., J. S. Carson, B. L. Nelson, and D. M. Nicol. 2001. Discrete-event Simulation. Upper Saddle River, NJ: Prentice-Hall.
  • Bartholdi, J. J., and D. D. Eisenstein. 1996. “A Production Line That Balances Itself.” Operations Research 44(1): 21–34.
  • Bartholdi, J. J., D. D. Eisenstein, and R. D. Foley. 2001. “Performance of Bucket Brigades When Work is Stochastic.” Operations Research 49(5): 710–719.
  • Beckers, D. J., D. van der Linden, P. G. W. Smulders, M. A. J. Kompier, M. J. P. M. van Veldhoven, and N. W. van Yperen. 2004. “Working Overtime Hours: Relations with Fatigue, Work Motivation, and the Quality of Work.” Journal of Occupational and Environmental Medicine 46: 1282–1289.
  • Birdi, K., C. Clegg, M. Patterson, A. Robinson, C. B. Stride, T. D. Wall, and S. J. Wood. 2008. “The Impact of Human Resource and Operational Management Practices on Company Productivity: a Longitudinal Study.” Personnel Psychology 61(3): 467–501.
  • Bobrowski, P. M., and P. S. Park. 1993. “An Evaluation of Labor Assignment Rules When Workers Are Not Perfectly Interchangeable.” Journal of Operations Management 11: 257–268.
  • Bokhorst, J. A. C., and G. J. C. Gaalman. 2009. “Cross-training Workers in Dual Resource Constrained Systems with Heterogeneous Processing times.” International Journal of Production Research 47(22): 6333–6356.
  • Bokhorst, J. A. C., J. Slomp, and G. J. C. Gaalman. 2004. “On the Who-rule in Dual Resource Constrained (DRC) Manufacturing Systems.” International Journal of Production Research 42(23): 5049–5074.
  • Bokhorst, J. A. C., G. Nomden, and J. Slomp. 2008. “Performance Evaluation of Family-based Dispatching in Small Manufacturing Cells.” International Journal of Production Research 46(22): 6305–6321.
  • Boksem, M. A., and M. Tops. 2008. “Mental Fatigue: Costs and Benefits.” Brain Research Reviews 59(1): 125–139.
  • Bonabeau, E. 2002. “Agent-based Modelling: Methods and Techniques for Simulating Human Systems.” Proceedings of the National Academy of Sciences 99(90003): 7280–7287.
  • Borshchev, A., and A. Filippov. 2004. “From System Dynamics and Discrete Event to Practical agent based Modeling: Reasons, Techniques, Tools.” Proceedings of the 22nd International Conference of the System Dynamics Society, 2004, 25–29.
  • Boudreau, J., W. Hopp, J. O. McClain, and L. J. Thomas. 2003. “Commissioned Paper: on the Interface between Operations and Human Resources Management.” Manufacturing & Service Operations Management 5(3): 179–202.
  • Boyle, T. A. 2006. “Towards Best Management Practices for Implementing Manufacturing Flexibility.” Journal of Manufacturing Technology Management 17(1): 6–21.
  • Brass, D. 1985. “Technology and the Structuring of Jobs: Employee Satisfaction, Performance, and Influence.” Organizational Behavior and Human Decision Processes 35(2): 216–240.
  • Buzacott, J. A. 2002. “The Impact of Worker Differences on Production System Output.” International Journal of Production Economics 78(1): 37–44.
  • Buzacott, J. A. 2004. “Modelling Teams and Workgroups in Manufacturing.” Annals of Operations Research 126: 215–230.
  • Carley, K. M. 2009. How to Validate an Agent-based Model Applied Agent-based Modeling in Management Research. Chicago, IL: Academy of Management Professional Development Workshop . August 7.
  • Chang, A.-Y. 2009. “An Attribute Approach to the Measurement of Machine-group Flexibility.” European Journal of Operational Research 194(3): 774–786.
  • Charteris, J. 1998. “Comparison of the Effects of Backpack Loading and of Walking Speed on Foot-floor Contact Patterns.” Ergonomics 41(12): 1792–1809.
  • Conway, R. W., W. L. Maxwell, and L. W. Miller. 1967. Theory of Scheduling. Reading, Massachusetts, Addison-Wesley: Addison-Wesley.
  • Conway, R. W., W. Maxwell, J. O. McClain, and L. J. Thomas. 1988. “The Role of Work-in-process Inventory in Serial Production Lines.” Operations Research 36(2): 229–241.
  • Davis, D. J., H. V. Kher, and B. J. Wagner. 2009. “Influence of Workload Imbalances on the Need for Worker Flexibility.” Computers & Industrial Engineering 57(1): 319–329.
  • De Meyer, A., J. Nakane, J. G. Miller, and K. Ferdows. 1989. “Flexibility: the Next Competitive Battle the Manufacturing Futures Survey.” Strategic Management Journal 10(2): 135–144.
  • De Treville, Suzanne, Samuel Bendahan, and Annelies Vanderhaeghe. 2007. “Manufacturing Flexibility and Performance: Bridging the Gap between Theory and Practice.” International Journal of Flexible Manufacturing Systems 19(4): 334–357.
  • Digiesi, S., A. A. Kock, Ad, G. Mummolo, and J. E. Rooda. 2009. “The Effect of Dynamic worker Behavior on Flow Line Performance.” International Journal of Production Economics 120 (2): 368–377.
  • Downey, B. S., and M. S. Leonard. 1992. “Assembly Line with Flexible Work-force.” International Journal Production Research 30(3): 469–483.
  • Dul, J., and W. P. Neumann. 2009. “Ergonomics Contributions to Company Strategies.” Applied Ergonomics 40(4): 745–752.
  • Eklund, J. A. E. 1995. “Relationships between Ergonomics and Quality in Assembly Work.” Applied Ergonomics 26(1): 15–20.
  • Eklund, J. 1997. “Ergonomics, Quality and Continuous Improvement – Conceptual and Empirical Relationships in an Industrial Context.” Ergonomics 40(10): 982–1001.
  • Elsayed, E. A., and T. O. Boucher. 1994. Analysis and Control of Production Systems. NJ: Prentice Hall.
  • Flynn, B. B., and F. R. Jacobs. 1986. “A Simulation Comparison of Group Technology with Traditional Job Shop Manufacturing.” International Journal of Production Research 24(5): 1171–1192.
  • Forrester, J. W. 1961. Industrial Dynamics. Waltham, MA: Pegasus Communications.
  • Fry, T. D., H. V. Kher, and M. K. Malhotra. 1995. “Managing Worker Flexibility and Attrition in Dual Resource Constrained Job Shops.” International Journal of Production Research 33(8): 2136–2179.
  • Fryer, J. S. 1973. “Operating Policies in Multi-echelon Dual-constraint Job Shop.” Management Science 19(9): 1001–1012.
  • Garey, M. R., D. S. Johnson, and R. Seithi. 1976. “The Complexity Flowshop and Jobshop Scheduling.” Mathematics of Operations Research 1(2): 117–129.
  • Gel, E. S., W. J. Hopp, and M. P. Van Oyen. 2002. “Factor Affecting Opportunity of Worksharing as Dynamic Line Balancing Mechanism.” IIE Transactions 34(10): 847–863.
  • Gerwin, D. 1993. “Manufacturing Flexibility: a Strategic Perspective.” Management Science 39(4): 395–410.
  • Goggins, R. W., P. Spielholz, and G. L. Nothstein. 2008. “Estimating the Effectiveness of Ergonomics Interventions through Case Studies: Implications for Predictive Cost-benefit Analysis.” Journal of Safety Research 39(3): 339–344.
  • Goyal, M., and S. Netessine. 2009. Volume Flexibility with Multiple Products and the Tradeoff with Product Flexibility. Working paper. University of Maryland. .
  • Gunther, R. E. 1979. “Server Transfer Delays in Dual Resource Constrained Parallel Queueing System.” Management Science 25(12): 1245–1257.
  • He, Ping, Xiaoyan Xu, and Zhongsheng Hua. 2012. “A New Method for Guiding Process Flexibility Investment: Flexibility Fit Index.” International Journal of Production Research 50(14): 3718–3737.
  • Heidelberger, P., and P. W. Welch. 1983. “Simulation Run Length Control in the Presence of an Initial Transient.” Operations Research 31(6): 1109–1144.
  • Hicks, A. L., J. Kent-Braun, and D. S. Ditor. 2001. “Sex Differences in Human Skeletal Muscle Fatigue.” Exercise and Sport Sciences Reviews 29(3): 109–112.
  • Hopp, W. J., and M. P. Van Oyen. 2004a. “Agile Workforce Evaluation: a Framework for Cross-training and Coordination.” IIE Transactions 36(10): 919–940.
  • Hopp, W. J., E. Tekin, and M. P. Van Oyen. 2004b. “Benefits of Skill Chaining in Serial Production Lines with Cross-trained Workers.” Management Science 50(1): 83–98.
  • Hottenstein, M. P., and S. A. Bowman. 1998. “Cross-training and Worker Flexibility: a Review of DRC System Research.” Journal of High Technology Management Research 9(2): 157–174.
  • Iravani, S. M., M. P. Van Oyen, and K. T. Sims. 2005. “Structural Flexibility: a New Perspective on the Design of Manufacturing and Service Operations.” Management Science 51(2): 151–166.
  • Jaber, M. Y., and W. P. Neumann. 2010. “Modelling Worker Fatigue and Recovery in Dual-resource Constrained Systems.” Computers & Industrial Engineering 59(1): 75–84.
  • Jason, L. A., J. A. Richman, A. W. Rademaker, K. M. Jordan, A. V. Plioplys, R. Taylor, W. McCready, C. F. Huang, and S. Plioplys. 1999. “A Community-based Study of Chronic Fatigue Syndrome.” Archives of Internal Medicine 159(18): 2129–2137.
  • Jensen, P. L. 2002. “Human Factors and Ergonomics in the Planning of Production.” International Journal of Industrial Ergonomics 29(3): 121–131.
  • Julka, N., Rajagopalan Srinivasan, and I. Karimi. 2002. “Agent-based Supply Chain Management—1: Framework.” Computers & Chemical Engineering 26(12): 1755–1769.
  • Kannan, V. R., and J. B. Jensen. 2004. “Learning and Labour Assignment in a Dual Resource Constrained Cellular Shop.” International Journal of Production Research 42(7): 1455–1470.
  • Kara, S., and B. Kayis. 2004. “Manufacturing Flexibility and Variability: an Overview.” Journal of Manufacturing Technology Management 15(6): 466–478.
  • Kara, S., B. Kayis, and S. O’Kane. 2002. “The Role of Human Factors in Flexibility Management: a Survey.” Human Factors and Ergonomics in Manufacturing 12(1): 75–119.
  • Kazmierczak, K., W. P. Neumann, and J. Winkel. 2007. “A Case Study of Serial-flow Car Disassembly: Ergonomics, Productivity, and Potential System Performance.” Human Factors and Ergonomics in Manufacturing 17(4): 331–351.
  • Kher, H. V. 2000. “Examination of Flexibility Acquisition Policies in Dual Resource Constrained Job Shops with Simultaneous Worker Learning and Forgetting Effects.” Journal of the Operational Research Society 51(5): 592–601.
  • Koste, L. L., and M. K. Malhotra. 1999. “A Theoretical Framework for Analyzing the Dimensions of Manufacturing Flexibility.” Journal of Operations Management 18(1): 75–93.
  • Koste, L. L., M. K. Malhotra, and S. Sharma. 2004. “Measuring Dimensions of Manufacturing Flexibility.” Journal of Operations Management 22(2): 171–196.
  • Lau, R. S. M. 1996. “Strategic Flexibility: a New Reality for World-class Manufacturing.” SAM Advanced Management Journal 61(2): 11–15.
  • Law, A. M., and W. D. Kelton. 2000. Simulation Modeling and Analysis. New York: McGraw-Hill.
  • Leigh, J. P., S. B. Markowitz, M. Fahs, C. Shin, and P. J. Landrigan. 1997. “Occupational Injury and Illness in the United States. Estimates of Costs, Morbidity, and Mortality.” Archives of Internal Medicine 157(14): 1557–1568.
  • Little, J. D. C. 1961. “A Proof of the Queueing Formula L = λ W.” Journal of Operations Research 9(3): 383–387.
  • McCreery, John K., and Lee J. Krajewski. 1999. “Improving Performance Using Workforce Flexibility in an Assembly Environment with Learning and Forgetting Effects.” International Journal of Production Research 37(9): 2031–2058.
  • McCreery, J., L. Krajewski, G. Leong, and P. Ward. 2004. “Performance Implications of Assembly Work Teams.” Journal of Operations Management 22(4): 387–412.
  • Merengo, C., F. Nava, and A. Pozzetti. 1999. “Balancing and Sequencing Manual Mixed-model Assembly Lines.” International Journal of Production Research 37(12): 2835–2860.
  • Meyers, F., and J. Stewart. 2002. Motion and Time Study for Lean Manufacturing. Upper Saddle River, NJ: Prentice Hall . 3rd Edition.
  • Miller, R. G. 1981. Simultaneous Statistical Interference. 2nd ed. New York: Springer-Verlag.
  • Molleman, E., and A. Van den Beukel. 2007. “Worker Flexibility and Its Perceived Contribution to Performance: the Moderating Role of Task Characteristics.” Human Factors and Ergonomics in Manufacturing 17(2): 117–135.
  • Monostori, L., J. Váncza, and S. R. T. Kumara. 2006. “Agent-based Systems for Manufacturing.” Annals of the CIRP 55(2): 672–720.
  • Montgomery, D. C. 2004. Design and Analysis of Experiments. Sixth Edition ed. NY: John Wiley & Sons.
  • Montoya-Torres, J. R. 2006. “Manufacturing Performance Evaluation in Wafer Semiconductor Factories.” International Journal Productivity Performance Management 55(3/4): 300–310.
  • Nelson, R. T. 1967. “Labor and Machine Limited Production System.” Management Science 13(9): 648–671.
  • Nelson, R. T. 1968. “Dual-resource Constrained Series Service Systems.” Operations Research 16(2): 324–341.
  • Neumann, W. P., and J. Dul. 2010. “Human Factors: Spanning the Gap between OM and HRM.” International Journal of Operations & Production Management 30(9): 923–950.
  • Neumann, W. P., and P. Medbo. 2009. “Integrating Human Factors into Discrete Event Simulations of Parallel Flow Strategies.” Production Planning & Control 20(1): 3–16.
  • Neumann, W. P., S. Kihlberg, P. Medbo, S. E. Mathiassen, and J. Winkel. 2002. “A Case Study Evaluating the Ergonomic and Productivity Impacts of Partial Automation Strategies in the Electronics Industry.” International Journal of Production Research 40(16): 4059–4075.
  • Neumann, W. P., J. Winkel, L. Medbo, R. Magneberg, and S. E. Mathiassen. 2006. “Production System Design Elements Influencing Productivity and Ergonomics – a Case Study of Parallel and Serial Flow Strategies.” International Journal of Operations & Production Management 26(8): 904–923.
  • Ohno, T. 1988. Toyota Production System: beyond Large-scale Production. Portland, ME: Productivity Inc.
  • Oxenburgh, M., P. Marlow, and A. Oxenburgh. 2004. Increasing Productivity and Profit through Health and Safety. London: Taylor & Francis.
  • Park, P. S. 1990. “A Study of Labor Assignment Rules with Bottlenecks.” Omega 18(3): 247.
  • Park, P. S., and P. M. Bobrowski. 1989. “Job Release and Labor Flexibility in a Dual Resource Constrained Job Shop.” Journal of Operations Management 8(3): 230–249.
  • Pfeffer, J. 1994. “Competitive Advantage through People.” California Management Review 36(2): 9–28.
  • Phelan, S. E. 1999. “A Note on the Correspondence between Complexity and Systems Theory.” Systemic Practice and Action Research 12: 237–246.
  • Punnett, L. 1999. “The Costs of Work-related Musculoskeletal Disorders in Automotive Manufacturing.” New Solutions: a Journal of Environmental and Occupational Health Policy 9(4): 403–426.
  • Safizadeh, M., L. Ritzman, and D. Mallick. 2000. “Revisiting Alternative Theoretical Paradigms in Manufacturing Strategy.” Production and Operations Management 9(2): 111–126.
  • Salum, Latif, and Özlem Uzun Araz. 2009. “Using the When/Where Rules in Dual Resource Constrained Systems for a Hybrid Push-pull Control.” International Journal of Production Research 47(6): 1661–1677.
  • Santos E. and Resnick M. L. 1999. “The Effects of Fatigue on Quality and Productivity in Repetitive Tasks.” In Proceedings of the 8th Annual Industrial Engineering Research Conference. Institute of Industrial Engineers.
  • Sethi, A. K., and S. P. Sethi. 1990. “Flexibility in Manufacturing: a Survey.” International Journal of Flexible Manufacturing Systems 2(3): 289–338.
  • Siebers P. O. 2004. “The Impact of Human Performance Variation on The Accuracy of Manufacturing System Simulation Models.” PhD diss, School of Industrial and Manufacturing Science, Cranfield University.
  • Siebers, P. O. 2006. “Worker Performance Modeling in Manufacturing Systems Simulation: Proposal for an Agent-based Approach.” In Handbook of Research on Nature Inspired Computing for Economics and Management, edited by J. P. Rennard. Hershey, PA: Idea Group Publishing.
  • Siebers, P. O., and U. Aickelin. 2008. “Introduction to Multi-agent Simulation.” In Encyclopedia of Decision Making and Decision Support Technologies, edited by F. Adam and P. Humphreys, 554–564. Pennsylvania: Idea Group Publishing.
  • Siebers, P. O., U. Aickelin, H. Celia, and C. W. Clegg. 2010. “Simulating Customer Experience and Word-of-mouth in Retail – a Case Study. Simulation: Transactions of the Society for Modeling and Simulation.” International 86: 5–30.
  • Slomp, Jannes, and Eric Molleman. 2002. “Cross-training Policies and Team Performance.” International Journal of Production Research 40(5): 1193–1219.
  • Stanton, N. A., and C. Baber. 2003. “On the Cost-effectiveness of Ergonomics.” Applied Ergonomics 34(5): 407–411.
  • Studenmund, A. H. 2010. Using Econometrics: A Practical Guide. Sixth edition. Lebanon, Indiana: Prentice Hall.
  • Treleven, M. D. 1989. “A Review of Dual Resource Constrained System Research.” IIE Transactions 21(3): 279–287.
  • Treleven, M. D., and D. A. Elvers. 1985. “An Investigation of Labor Assignment Rules in a Dual-constrained Job Shop.” Journal of Operations Management 6(1): 51–68.
  • Tucker, P. 2003. “The Impact of Rest Break upon Accident Risk, Fatigue and Performance: a Review.” Work & Stress 12(2): 123–137.
  • Tukey, J. W. 1977. Exploratory Data Analysis. Reading, Massachusetts: Addison-Wesley.
  • Volberda, H. M. 1998. Building the Flexible Firm: How to Remain Competitive. London: Oxford University Press.
  • Weeks, J. K., and J. S. Fryer. 1976. “A Simulation Study of Operating Policies in a Hypothetical Dual-constrained Job Shop.” Management Science 22(12): 1362–1371.
  • Wernerfelt, B., and A. Karnani. 1987. “Competitive Strategy under Uncertainty.” Strategic Management Journal 8(2): 187–194.
  • Wild, K. A. Y. 1975. “On the Selection of Mass Production Systems.” International Journal of Production Research 13(5): 443–461.
  • Wilke, H., and H. Meertens. 1994. Group Performance. London: Routledge.
  • Williamson, A., D. A. Lombardi, S. Folkard, J. Stutts, T. K. Courtney, and J. Connor. 2011. “The Links between Fatigue and Safety.” Accident Analysis & Prevention 43: 498–515.
  • Wilson, J. R. 2000. “Fundamentals of Ergonomics in Theory and Practice.” Applied Ergonomics 31(6): 557–567.
  • Wirojanagud, P., E. S. Gel, J. W. Fowler, and R. Cardy. 2007. “Modelling Inherent Worker Differences for Workforce Planning.” International Journal of Production Research 45(3): 525–553.
  • Wooldridge, M., and N. Jennings. 1995. “Intelligent Agents: Theory and Practice.” The Knowledge Engineering Review 10: 115–152.
  • Yang, J., and M. F. Posner. 2010. “Flow Shops with WIP and Value Added Costs.” Journal of Scheduling 13(1): 3–16.
  • Zamiska, J. R., M. Y. Jaber, and H. V. Kher. 2007. “Worker Deployment in Dual Resource Constrained Systems with a Task-type Factor.” European Journal of Operational Research 177(3): 1507–1519.

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