A Decision-Analytic Feasibility Study of Upgrading Machinery at a Tools Workshop

Authors

  • M. L. Chew Hernandez Department of Grad. Studies and Research, Technological Institute of High Studies of Coacalco, Mexico
  • E. K. Velazquez Hernandez Department of Industrial Engineering, Technological Institute of High Studies of Chalco, Mexico
  • S. Leon Dominguez Department of Industrial Engineering, Technological Institute of High Studies of Chalco, Mexico

Abstract

This paper presents the evaluation, from a Decision Analysis point of view, of the feasibility of upgrading machinery at an existing metal-forming workshop. The Integral Decision Analysis (IDA) methodology is applied to clarify the decision and develop a decision model. One of the key advantages of the IDA is its careful selection of the problem frame, allowing a correct problem definition. While following most of the original IDA methodology, an addition to this methodology is proposed in this work, that of using the strategic Means-Ends Objective Network as a backbone for the development of the decision model. The constructed decision model uses influence diagrams to include factual operator and vendor expertise, simulation to evaluate the alternatives and a utility function to take into account the risk attitude of the decision maker. Three alternatives are considered: Base (no modification), CNC (installing an automatic lathe) and CF (installation of an automatic milling machine). The results are presented as a graph showing zones in which a particular alternative should be selected. The results show the potential of IDA to tackle technical decisions that are otherwise approached without the due care.

Keywords:

decision analysis, equipment replacement, integral decision analysis, utility

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References

R. A. Howard, “Decision analysis: practice and promise”, Management Science, Vol. 34, No. 6, pp. 679-695, 1988 DOI: https://doi.org/10.1287/mnsc.34.6.679

R. Ley Borrás, Integral decision analysis, Decision Consulting, 2009

R. T Clemen, Making hard decisions: an introduction to decision analysis, Duxbury Press, 1996

M. D. Resnik, Choices: an introduction to decision theory, University of Minnesota Presss, 2008

J. S. Hammond, R.L. Keeney, H. Raiffa, Smart choices: A Practical Guide to Making Better Life Decisions, Harvard Business School Press, 1999

R. L. Keeney, Value-focused thinking: A Path to Creative Decisionmaking, Harvard Univ. Press. 1992

W. Edwards, R. F. Miles, von Winterfeldt, Advances in decision analysis: From Foundations to Applications, Cambridge University Press, 2007 DOI: https://doi.org/10.1017/CBO9780511611308

R. A. Meyer, “Equipment replacement under uncertainty”, Management Science, Vol. 17, pp.750-758, 1971 DOI: https://doi.org/10.1287/mnsc.17.11.750

A. G. Bobos, E. N. Protonotarios, “Optimal systems for equipment maintenance and replacement under Markovian deterioration”, European Journal of Operational Research, Vol. 2, No. 4, pp. 257-264, 1978 DOI: https://doi.org/10.1016/0377-2217(78)90041-3

R. Waddell, “A Model for equipment replacement decisions and policies”, Interfaces, Vol. 13, No. 4, pp. 1-7, 1983 DOI: https://doi.org/10.1287/inte.13.4.1

B. P. Lingaraj, W. Kuo, “An availability model for the evaluation of equipment alternatives”, Journal of Operations Management, Vol. 3, No. 3, pp. 149-154, 1983 DOI: https://doi.org/10.1016/0272-6963(83)90019-0

J. M. A. Tanchoco, L. C. Leung, “An input-output model for equipment replacement decisions”, Engineering Costs and Production Economics, Vol. 11, No. 2, pp. 69-78, 1987 DOI: https://doi.org/10.1016/0167-188X(87)90013-9

N. Ebrahimi, “Two new replacement policies”, IEEE Transactions on Reliability, Vol. 42 , No. 1, pp. 141-147, 1993 DOI: https://doi.org/10.1109/24.210286

V. Legat, A. H. Zaludova, V. Cervenka, V. Jurca, “Contribution to optimization of preventive replacement”, Reliability Engineering & System Safety, Vol. 51, No. 3, pp. 259-266, 1996 DOI: https://doi.org/10.1016/0951-8320(96)00124-X

W. G. Sullivan, T. N. McDonald, E. M. Van Aken, “Equipment replacement decisions and lean manufacturing”, Robotics and Computer-Integrated Manufacturing, Vol. 18, No. 3–4, pp. 255-265, 2002 DOI: https://doi.org/10.1016/S0736-5845(02)00016-9

M. Chen, C. -Y. Cheng, “Sensitivity analysis for the optimal minimal repair/replacement policies under the framework of markov decision process”, IEEE International Conference on Industrial Engineering and Engineering Management, pp. 640–644, 2007

X. Cao, A. Jouglet, D. Nace, “A multi-period renewal equipment problem”, European Journal of Operational Research, Vol. 218, No. 3, pp. 838-846, 2012 DOI: https://doi.org/10.1016/j.ejor.2011.12.011

S. K. Nair, W. J. Hopp, “A model for equipment replacement due to technological obsolescence”, European Journal of Operational Research, Vol. 63, No. 2, pp. 207-221, 1992 DOI: https://doi.org/10.1016/0377-2217(92)90026-6

T. Cheevaprawatdomrong, R. L. Smith, “A paradox in equipment replacement under technological improvement”, Operations Research Letters, Vol. 31, No. 1, pp. 77-82, 2003 DOI: https://doi.org/10.1016/S0167-6377(02)00153-0

I. E. Schochetman, R. L. Smith, “Infinite horizon optimality criteria for equipment replacement under technological change”, Operations Research Letters, Vol. 35, No. 4, pp. 485-492, 2007 DOI: https://doi.org/10.1016/j.orl.2006.10.001

E. E. Karsak, E. Tolga, “An overhaul-replacement model for equipment subject to technological change in an inflation-prone economy”, International Journal of Production Economics, Vol. 56–57, pp. 291-301, 1998 DOI: https://doi.org/10.1016/S0925-5273(98)00049-8

R. Pascual, V. Meruane, P. A. Rey, “On the effect of downtime costs and budget constraint on preventive and replacement policies”, Reliability Engineering & System Safety, Vol. 93, No. 1, pp. 144-151, 2008 DOI: https://doi.org/10.1016/j.ress.2006.12.002

F. I. D Nodem, J. P. Kenne, A. Gharbi, “A replacement policy of deteriorating production systems subject to imperfect repairs”, 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA, pp. 6- 11, 2008 DOI: https://doi.org/10.1109/ICIEA.2008.4582470

M. Bartholomew-Biggs, M. J. Zuo, X. Li, “Modelling and optimizing sequential imperfect preventive maintenance”, Reliability Engineering & System Safety, Vol. 94, No. 1, pp. 53-62, 2009 DOI: https://doi.org/10.1016/j.ress.2008.03.002

R. Pascual, J. H. Ortega, “Optimal replacement and overhaul decisions with imperfect maintenance and warranty contracts”, Reliability Engineering & System Safety, Vol. 91, No. 2, pp. 241-248, 2006 DOI: https://doi.org/10.1016/j.ress.2005.01.018

S. Wu, P. Longhurst, “Optimising age-replacement and extended non-renewing warranty policies in lifecycle costing”, International Journal of Production Economics,Vol. 130, No. 2, pp. 262-267, 2011 DOI: https://doi.org/10.1016/j.ijpe.2011.01.007

Y. Pan, M. U. Thomas, “Repair and replacement decisions for warranted products under Markov deterioration”, IEEE Transactions on Reliability, Vol. 59 , No. 2, pp. 368-373, 2010 DOI: https://doi.org/10.1109/TR.2010.2048731

P. -T. Chang, “Fuzzy strategic replacement analysis”, European Journal of Operational Research, Vol. 160, No. 2, pp. 532-559, 2005 DOI: https://doi.org/10.1016/j.ejor.2003.07.001

P. V. Suresh, D. Chaudhuri, B. V. A. Rao, “Fuzzy-set approach to select maintenance strategies for multistate equipment”, IEEE Transactions on Reliability, Vol. 43 , No. 3, pp. 451-456, 1994 DOI: https://doi.org/10.1109/24.326445

J. C. Hartman, “Multiple asset replacement analysis under variable utilization and stochastic demand”, European Journal of Operational Research, Vol. 159, No. 1, pp. 145-165, 2004 DOI: https://doi.org/10.1016/S0377-2217(03)00397-7

L. C. Leung, J. M. A. Tanchoco, “Multiple machine replacement analysis”, Engineering Costs and Production Economics, Vol. 20, No. 3, pp. 265-275, 1990 DOI: https://doi.org/10.1016/0167-188X(90)90074-R

B. Wang, D. Liu, “Rolling horizon procedure for large-scale equipment replacement problems with multiple alternatives”, Control and Decision Conference (CCDC), pp. 2741-2746, 2011 DOI: https://doi.org/10.1109/CCDC.2011.5968676

I. Nosoohi, S. Reza Hejazi, “A multi-objective approach to simultaneous determination of spare part numbers and preventive replacement times” Applied Mathematical Modelling,Vol. 35, No. 3, pp. 1157-1166, 2011 DOI: https://doi.org/10.1016/j.apm.2010.08.003

H. Oeltjenbruns, W. J. Kolarik, R. Schnadt-Kirschner, “Strategic planning in manufacturing systems - AHP application to an equipment replacement decision”, International Journal of Production Economics, Vol. 38, No. 2–3, pp. 189-197, 1995 DOI: https://doi.org/10.1016/0925-5273(94)00092-O

T. W. Sloan, “Green renewal: incorporating environmental factors in equipment replacement decisions under technological change”, Journal of Cleaner Production, Vol. 19, No. 2–3, pp. 173-186, 2011 DOI: https://doi.org/10.1016/j.jclepro.2010.08.017

N. C. Suresh, S. Kaparthi, “Flexible automation investments: a synthesis of two multi-objective modeling approaches”, Computers & Industrial Engineering, Vol. 22, No. 3, pp. 257-272, 1992 DOI: https://doi.org/10.1016/0360-8352(92)90004-4

W. A. Sarache Castro, O. D. Castrillón, G. Gonzales, A. Viveros Folleco, “A multi-criteria application for an equipment replacement decision”, Ingeniería y Desarrollo, Vol. 25, pp. 80-98, 2009

M. Rausch, H. Liao, “Joint Production and Spare Part Inventory Control Strategy Driven by Condition Based Maintenance”, IEEE Transactions on Reliability, Vol. 59 , No. 3, pp. 507-516, 2010 DOI: https://doi.org/10.1109/TR.2010.2055917

S. Arueti, D. Okrent, “A knowledge-based prototype for optimization of preventive maintenance scheduling”, Reliability Engineering & System Safety, Vol. 30, No. 1–3, pp. 93-114, 1990 DOI: https://doi.org/10.1016/0951-8320(90)90091-Z

G. Avila-Godoy, A. Brau, E. Fernandez-Gaucherand, “Controlled Markov chains with discounted risk-sensitive criteria: applications to machine replacement” Proceedings of the 36th IEEE Conference on Decision and Control, Vol. 2, pp. 1115-1120, 1997

J. M. Fraser, J. W. Posey, “A framework for replacement analysis” European Journal of Operational Research, Vol. 40, No. 1, pp. 43-57, 1989 DOI: https://doi.org/10.1016/0377-2217(89)90271-3

D. T. Hart, E. D. Cook, “Upgrade versus replacement: a practical guide to decision-making”, IEEE Transactions on Industry Applications, Vol. 31 , No. 5, pp. 1136-1139, 1995 DOI: https://doi.org/10.1109/28.464529

R. L Keeney, H. Raiffa, Decisions with multiple objectives: preference and value tradeoffs, John Wiley and Sons, 1998

T. Altiok, B. Melamed, Simulation modeling and analysis with ARENA, Academic Press, 2007 DOI: https://doi.org/10.1016/B978-012370523-5/50008-0

V. Martínez, Modern industrial automation, Alfaomega, 2001

A. García, “Automatic control in industry”, Science and Technology Collection, Vol. 48, Universidad de Castilla-La Mancha. 2005

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How to Cite

[1]
M. L. Chew Hernandez, E. K. Velazquez Hernandez, and S. Leon Dominguez, “A Decision-Analytic Feasibility Study of Upgrading Machinery at a Tools Workshop”, Eng. Technol. Appl. Sci. Res., vol. 2, no. 2, pp. 182–189, Apr. 2012.

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