Selection of Material Handling Equipment using the AHP and MOORA
DOI:
https://doi.org/10.22219/JTIUMM.Vol22.No1.113-124Keywords:
AHP, MOORA, MCDM, Selection Material HandlingAbstract
Choosing the best Material Handling Equipment (MHE) is an aspect that needs to be considered in the industrial sector because the amount of capital involved in the procurement process is very large. Many substantial factors influence the MHE selection process. One popular approach was chosen to resolve the MHE selection issue. The concept of Multi-Criteria Decision Making (MCDM) is popularly used because it can solve and handle conflicting components in the MHE selection process. This study proposes the Analytical Hierarchy Process (AHP) and Multi-Objective Optimization on the Basis of Ratio Analysis (MOORA) procedures in MHE selection. AHP is proposed to weigh the MHE selection criteria. MOORA is proposed to compute the rankings of the MHE alternatives. Case studies are applied to this problem. The results show that the cost criterion gives the greatest weight in selecting MHE. Other than that, Of the five selected MHE alternatives, Hand Pallet Truck is the MHE that has the best rating.
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References
F. T. S. Chan, "Design of material handling equipment selection system: an integration of expert system with analytic hierarchy process approach," Integrated Manufacturing Systems, vol. 13, pp. 58-68, 2002. https://doi.org/10.1108/09576060210411512.
P. K. Verma, R. Kumar, and G. S. Goindi, "Evaluation of Material Handling Using MCDM Techniques: A Case Study," in Advances in Production and Industrial Engineering, ed: Springer, 2021, pp. 389-401. https://doi.org/10.1007/978-981-15-5519-0_30.
O. F. Yilmaz, B. Oztaysi, M. B. Durmusoglu, and S. C. Oner, "Determination Of Material Handling Equipment For Lean In-Plant Logistics Using Fuzzy Analytical Network Process Considering Risk Attitudes Of The Experts," International Journal of Industrial Engineering, vol. 24, 2017.
S. Pattanayak and B. Choudhury, "An effective trajectory planning for a material handling robot using PSO algorithm," in Computational Intelligence in Data Mining, ed: Springer, 2020, pp. 73-81. https://doi.org/10.1007/978-981-13-8676-3_7.
S. Chakraborty and D. Banik, "Design of a material handling equipment selection model using analytic hierarchy process," The International Journal of Advanced Manufacturing Technology, vol. 28, pp. 1237-1245, 2006. https://doi.org/10.1007/s00170-004-2467-y.
E. L. Fisher, J. B. Farber, and M. G. Kay, "Mathes: An expert system for material handling equipment selection," Engineering Costs and Production Economics, vol. 14, pp. 297-310, 1988. https://doi.org/10.1016/0167-188X(88)90034-1.
J. A. Tompkins, J. A. White, Y. A. Bozer, and J. M. A. Tanchoco, Facilities planning: John Wiley & Sons, 2010.
G. Tuzkaya, B. Gülsün, C. Kahraman, and D. Özgen, "An integrated fuzzy multi-criteria decision making methodology for material handling equipment selection problem and an application," Expert Systems with Applications, vol. 37, pp. 2853-2863, 2010. https://doi.org/10.1016/j.eswa.2009.09.004.
A. Gaur and B. Ronge, "Ranking Material Handling Equipment Selection Criteria by AHP," in Techno-Societal 2018, ed: Springer, 2020, pp. 175-182. https://doi.org/10.1007/978-3-030-16962-6_18.
M. Braglia, R. Gabbrielli, and D. Miconi, "Material handling device selection in cellular manufacturing," Journal of Multi-Criteria Decision Analysis, vol. 10, pp. 303-315, 2001. https://doi.org/10.1002/mcda.310.
S. Varun, R. Harshita, S. Pramod, and D. Nagaraju, "Evaluation and selection of material handling equipment in iron and steel industry using analytic hierarchy process," in IOP Conference Series: Materials Science and Engineering, 2017, p. 012060. https://doi.org/10.1088/1757-899x/197/1/012060.
V. Yogi and S. Solanki, "Selection of Material Handling Equipment using Hybrid Entropy-VIKOR and Entropy-TOPSIS Techniques," Industrial Engineering Journal, vol. 12, pp. 1-12, 2019.
M. Gul, E. Celik, A. T. Gumus, and A. F. Guneri, "A fuzzy logic based PROMETHEE method for material selection problems," Beni-Suef University Journal of Basic and Applied Sciences, vol. 7, pp. 68-79, 2018. https://doi.org/10.1016/j.bjbas.2017.07.002.
S. M. Mousavi, B. Vahdani, R. Tavakkoli-Moghaddam, and N. Tajik, "Soft computing based on a fuzzy grey group compromise solution approach with an application to the selection problem of material handling equipment," International Journal of Computer Integrated Manufacturing, vol. 27, pp. 547-569, 2014. https://doi.org/10.1080/0951192X.2013.834460.
I. Mahdavi, B. Shirazi, and N. Sahebjamnia, "Development of a simulation-based optimisation for controlling operation allocation and material handling equipment selection in FMS," International Journal of Production Research, vol. 49, pp. 6981-7005, 2011. https://doi.org/10.1080/00207543.2010.534826.
S. H. L. Mirhosseyni and P. Webb, "A Hybrid Fuzzy Knowledge-Based Expert System and Genetic Algorithm for efficient selection and assignment of Material Handling Equipment," Expert Systems with Applications, vol. 36, pp. 11875-11887, 2009. https://doi.org/10.1016/j.eswa.2009.04.014.
A. Hadi-Vencheh and A. Mohamadghasemi, "A new hybrid fuzzy multi-criteria decision making model for solving the material handling equipment selection problem," International Journal of Computer Integrated Manufacturing, vol. 28, pp. 534-550, 2015. https://doi.org/10.1080/0951192X.2014.880948.
P. Karande and S. Chakraborty, "Material Handling Equipment Selection Using Weighted Utility Additive Theory," Journal of Industrial Engineering, vol. 2013, p. 268708, 2013. https://doi.org/10.1155/2013/268708.
O. Kulak, "A decision support system for fuzzy multi-attribute selection of material handling equipments," Expert Systems with Applications, vol. 29, pp. 310-319, 2005. https://doi.org/10.1016/j.eswa.2005.04.004.
A. D. Haidar and S. G. Naoum, "Opencast mine equipment selection using genetic algorithms," International Journal of Surface Mining, Reclamation and Environment, vol. 10, pp. 61-67, 1996. https://doi.org/10.1080/09208119608964801.
Z. D. Unutmaz Durmuşoğlu, "Assessment of techno-entrepreneurship projects by using Analytical Hierarchy Process (AHP)," Technology in Society, vol. 54, pp. 41-46, 2018. https://doi.org/10.1016/j.techsoc.2018.02.001.
J. E. Leal, "AHP-express: A simplified version of the analytical hierarchy process method," MethodsX, vol. 7, p. 100748, 2020. https://doi.org/10.1016/j.mex.2019.11.021.
W. K. Brauers and E. K. Zavadskas, "The MOORA method and its application to privatization in a transition economy," Control and cybernetics, vol. 35, pp. 445-469, 2006.
P. P. Das, T. Y. Ladakhi, S. Sharma, and A. Patwardhan, "Supplier selection using multi-objective optimization based on ratio analysis," AIP Conference Proceedings, vol. 2273, p. 050018, 2020. https://doi.org/10.1063/5.0024464.
P.-H. Nguyen, J.-F. Tsai, V. A. Kumar G, and Y.-C. Hu, "Stock investment of agriculture companies in the Vietnam stock exchange market: An AHP integrated with GRA-TOPSIS-MOORA approaches," The Journal of Asian Finance, Economics, and Business, vol. 7, pp. 113-121, 2020. https://doi.org/10.13106/jafeb.2020.vol7.no7.113.
P. K. Patnaik, P. T. R. Swain, S. K. Mishra, A. Purohit, and S. Biswas, "Composite material selection for structural applications based on AHP-MOORA approach," Materials Today: Proceedings, vol. 33, pp. 5659-5663, 2020. https://doi.org/10.1016/j.matpr.2020.04.063.
M. Chand, N. Bhatia, and R. K. Singh, "ANP-MOORA-based approach for the analysis of selected issues of green supply chain management," Benchmarking: An International Journal, vol. 25, pp. 642-659, 2018. https://doi.org/10.1108/BIJ-11-2016-0177.
T. L. Saaty, "Decision making with the analytic hierarchy process," International Journal of Services Sciences, vol. 1, pp. 83-98, 2008. https://doi.org/10.1504/IJSSci.2008.01759.
J. Browne, D. Dubois, K. Rathmill, S. P. Sethi, and K. E. Stecke, "Classification of flexible manufacturing systems," The FMS magazine, vol. 2, pp. 114-117, 1984.
B. Bairagi, B. Dey, B. Sarkar, and S. K. Sanyal, "A De Novo multi-approaches multi-criteria decision making technique with an application in performance evaluation of material handling device," Computers & Industrial Engineering, vol. 87, pp. 267-282, 2015. https://doi.org/10.1016/j.cie.2015.05.015.
S. Kumar and R. Attri, "Prioritization of Variables Affecting the Effectiveness of Material Handling System," in IOP Conference Series: Materials Science and Engineering, 2020, p. 012031. https://doi.org/10.1088/1757-899x/804/1/012031.
R. Ojstersek and B. Buchmeister, "The Impact of Manufacturing Flexibility and Multi-Criteria Optimization on the Sustainability of Manufacturing Systems," Symmetry, vol. 12, pp. 1-22, 2020. https://doi.org/10.3390/sym12010157.
F. Ecer, "Multi-criteria decision making for green supplier selection using interval type-2 fuzzy AHP: a case study of a home appliance manufacturer," Operational Research, pp. 1-35, 2020. https://doi.org/10.1007/s12351-020-00552-y.
J. Huiskonen, "Maintenance spare parts logistics: Special characteristics and strategic choices," International Journal of Production Economics, vol. 71, pp. 125-133, 2001. https://doi.org/10.1016/S0925-5273(00)00112-2.
P. Lorin, P. Khanna, P. Werle, and L. Eklund, "Transformer Condition Assessment: Methodologies and On-Site Repair Solutions," IEEE Industry Applications Magazine, vol. 20, pp. 50-57, 2014. https://doi.org/10.1109/MIAS.2013.2288382.
A. Klausnitzer and R. Lasch, "Optimal facility layout and material handling network design," Computers & Operations Research, vol. 103, pp. 237-251, 2019. https://doi.org/10.1016/j.cor.2018.11.002.
J. Zurada, "Classifying the risk of work related low back disorders due to manual material handling tasks," Expert Systems with Applications, vol. 39, pp. 11125-11134, 2012. https://doi.org/10.1016/j.eswa.2012.03.043.
B. Kumar, "Vacuum Gripper- An Important Material Handling Tool," International Journal of Science & Technology, vol. 7, pp. 1-8, 2017.
A. M. Momani and A. A. Ahmed, "Material handling equipment selection using hybrid Monte Carlo simulation and analytic hierarchy process," World Academy of Science, Engineering and Technology, vol. 59, pp. 953-958, 2011. https://doi.org/10.5281/zenodo.1085141.
S. Kumar and T. Raj, "Selection of material handling equipment for flexible manufacturing system using FAHP," International Journal of Recent advances in Mechanical Engineering, vol. 5, pp. 25-45, 2016.
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