Implementation of Fuzzy-TOPSIS as the Basis for Decision-Making in Purchasing Production Equipment at Plywood Companies

Alvian Alvin Mubarok, Fathi Habibatur Rahman, Nadhif Muhammad

Abstract


The decision-making process in a company should be based on a strong foundation. A robust decision-making basis is reflected in a methodology that can be accountable, especially in complex cases. Decision-making involving diverse criteria requires a proper methodology to achieve accurate results. Such issues often occur in small or micro-enterprises (SMEs). This study focused on plywood processing companies. The issue at hand was the absence of a standardized method for determining the purchase of production equipment. Therefore, a systematic decision-making tool becomes crucial to reduce the subjectivity among stakeholders. The most crucial production tool in the plywood industry is the press machine. The implementation of Fuzzy TOPSIS successfully provided an objective recommendation. These recommendations are in the form of rankings that inform the highest to lowest recommendations. The Cold Press Machine AKS - IR50T obtained the highest Cci value of 0.75, which can serve as the basis for decision-making in purchasing production equipment.

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References


Ali Lingga, M. (2019, July 9). Indonesia Pengekspor Kayu Nomor Sata Dunia Tetapi... https://money.kompas.com/read/2019/04/09/204551726/indonesia-pengekspor-kayu-nomor-satu-dunia-tetapi

anonymous. (2022, April 4). Ekspor Produk Kayu Cetak Rekor.

Bostancı, B., & Erdem, N. (2020). Investigating the satisfaction of citizens in municipality services using fuzzy modelling. Socio-Economic Planning Sciences, 69, 100754. https://doi.org/10.1016/j.seps.2019.100754

Chen, Y., Li, W., & Yi, P. (2020). Evaluation of city innovation capability using the TOPSIS-based order relation method: The case of Liaoning province, China. Technology in Society, 63, 101330. https://doi.org/10.1016/j.techsoc.2020.101330

Conejero, J. M., Preciado, J. C., Prieto, A. E., Bas, M. C., & Bolós, V. J. (2021). Applying data driven decision making to rank vocational and educational training programs with TOPSIS. Decision Support Systems, 142, 113470. https://doi.org/10.1016/j.dss.2020.113470

Cuoghi, K. G., Leoneti, A. B., & Passador, J. L. (2022). On the choice of public or private management models in the Brazilian Unified Health System (SUS). Socio-Economic Planning Sciences, 84, 101422. https://doi.org/10.1016/j.seps.2022.101422

Elibal, K., & Özceylan, E. (2022). Comparing industry 4.0 maturity models in the perspective of TQM principles using Fuzzy MCDM methods. Technological Forecasting and Social Change, 175, 121379. https://doi.org/10.1016/j.techfore.2021.121379

Govind Kharat, M., Murthy, S., Jaisingh Kamble, S., Raut, R. D., Kamble, S. S., & Govind Kharat, M. (2019). Fuzzy multi-criteria decision analysis for environmentally conscious solid waste treatment and disposal technology selection. Technology in Society, 57, 20–29. https://doi.org/10.1016/j.techsoc.2018.12.005

Irfan, M., Elavarasan, R. M., Ahmad, M., Mohsin, M., Dagar, V., & Hao, Y. (2022). Prioritizing and overcoming biomass energy barriers: Application of AHP and G-TOPSIS approaches. Technological Forecasting and Social Change, 177, 121524. https://doi.org/10.1016/j.techfore.2022.121524

Kilic, H. S., & Yalcin, A. S. (2021). Comparison of municipalities considering environmental sustainability via neutrosophic DEMATEL based TOPSIS. Socio-Economic Planning Sciences, 75, 100827. https://doi.org/10.1016/j.seps.2020.100827

Kiracı, K., & Akan, E. (2020). Aircraft selection by applying AHP and TOPSIS in interval type-2 fuzzy sets. Journal of Air Transport Management, 89, 101924. https://doi.org/10.1016/j.jairtraman.2020.101924

Malakouti, M., Faizi, M., Hosseini, S.-B., & Norouzian-Maleki, S. (2019). Evaluation of flexibility components for improving housing quality using fuzzy TOPSIS method. Journal of Building Engineering, 22, 154–160. https://doi.org/10.1016/j.jobe.2018.11.019

Marchetti, D., & Wanke, P. (2020). Efficiency of the rail sections in Brazilian railway system, using TOPSIS and a genetic algorithm to analyse optimized scenarios. Transportation Research Part E: Logistics and Transportation Review, 135, 101858. https://doi.org/10.1016/j.tre.2020.101858

Nojavan, M., Heidari, A., & Mohammaditabar, D. (2021). A fuzzy service quality based approach for performance evaluation of educational units. Socio-Economic Planning Sciences, 73, 100816. https://doi.org/10.1016/j.seps.2020.100816

Nunu, A. (2020, September 24). Produk Kayu Lestari Indonesia Semakin Dipercaya Pasar Inggris. https://ppid.menlhk.go.id/berita/siaran-pers/5640/produk-kayu-lestari-indonesia-semakin-dipercaya-pasar-inggris

Soni, A., Chakraborty, S., Das, P. K., & Saha, A. K. (2023). Material selection of sustainable composites by recycling of waste plastics and agro-industrial waste for structural applications: A fuzzy group decision-making approach. Journal of Building Engineering, 73, 106787. https://doi.org/10.1016/j.jobe.2023.106787

Syahputra, M. R. (2014). APLIKASI FUZZY-TOPSIS DALAM MELAKUKAN SELEKSI PEMILIHAN PERUMAHAN. 15(1).

Ur Rehman, O., & Ali, Y. (2021). Optimality study of China’s crude oil imports through China Pakistan economic corridor using fuzzy TOPSIS and Cost-Benefit analysis. Transportation Research Part E: Logistics and Transportation Review, 148, 102246. https://doi.org/10.1016/j.tre.2021.102246




DOI: https://doi.org/10.32535/jicp.v6i6.2851

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