Implementasi Metode Fuzzy Topsis pada Pemilihan Pemasok Bahan Baku SS400

Authors

  • Erni Krisnaningsih Universitas Banten Jaya https://orcid.org/0000-0003-1951-184X
  • Nur Hidayanti Universitas Banten Jaya
  • Muhammad Rifki Nuryusuf Universitas Banten Jaya
  • Dadi Cahyadi Universitas Serang Raya
  • Saleh Dwiyatno Universitas Serang Raya
  • Anita Dyah Juniarti Universitas Banten Jaya

DOI:

https://doi.org/10.30656/intech.v9i2.6468

Keywords:

Bahan Baku, Multi Criteria Fuzzy Topsis, Pemilihan Pemasok, SS400

Abstract

Pemilihan pemasok mempunyai peranan penting untuk mendapatkan produk dan rantai pasok yang baik. Supplier yang dimiliki perusahaan belum mampu memenuhi semua kriteria yang telah ditetapkan pihak perusahaan. Penelitian ini bertujuan memilih pemasok yang tepat bahan baku SS400 dengan pendekatan metode Fuzzy TOPSIS (Technique for Order Preference by Similarity to Ideal Solution). Empat (4) Kriteria pemasok yaitu: Kualitas, Harga, pengiriman dan pelayanan digunakan dengan parameter kriteria memiliki variabel linguistic fuzzy berpengaruh terhadap keuntungan dan biaya pemasok. Empat belas (14) pemasok bekerja sama untuk memasok bahan baku SS400 sesuai dengan kriteria yang ditetapkan perusahaan. Nominasi matrik penilaian berpasangan ditentukan oleh para pakar bidang industri dan akademisi dengan penilaian subjektif memberikan penilaian terhadap kriteria-kriteria yang berkaitan dengan alternatif pemasok yang akurat dan solusi handal untuk pengambilan keputusan yang divalidasi melalui studi kasus pada industri secara nyata. Fungsi keanggotaan bilangan fuzzy dimasukkan dengan tujuan untuk merepresentasikan derajat kedekatan suatu objek terhadap atribut alternatif penentuan pemasok terbaik. Hasil pemilihan pemasok diperoleh pemasok terbaik yang direkomendasikan adalah PT. AAS dengan nilai preferensi 3,49408.

References

Arini, D. (2017). Analisis Pemilihan Vendor Dengan Menggunakan Pendekatan Metode Fuzzy Topsis di PT. Tripatra Engineers And Constructors. Jurnal Ilmiah Teknik Industri, 3(1), 53–58. https://doi.org/10.24912/jitiuntar.v3i1.510

Cakar, T., & Çavuş, B. (2021). Supplier selection process in dairy industry using fuzzy topsis method. Operational Research in Engineering Sciences: Theory and Applications, 4(1), 82–98. https://doi.org/10.31181/oresta2040182c

Chopra, S., & Meindl, P. (2016). Supply Chain Management: Strategy, Planning, and Operation. Editorial Prentice Hall New Jersey. https://books.google.co.id/books?id=m1XFoQEACAAJ&dq

Hamidah, M., Mohd Hasmadi, I., Chua, L. S. L., Yong, W. S. Y., Lau, K. H., Faridah-Hanum, I., & Pakhriazad, H. Z. (2022). Development of a protocol for Malaysian Important Plant Areas criterion weights using Multi-criteria Decision Making - Analytical Hierarchy Process (MCDM-AHP). Global Ecology and Conservation, 34(December 2021), e02033. https://doi.org/10.1016/j.gecco.2022.e02033

Hwang, Y. dan. (2018). Sistem Pendukung Keputusan Evaluasi Kinerja Dosen dengan Metode Technique for Order By Similarity to Ideal Solution (TOPSIS) & Preference Ranking Organization for Evaluation (PROMETHEE). Jurnal Cendika, 16(1), 35–42. https://www.jurnal.dcc.ac.id/index.php/JC/article/view/62

Kadir, M. F., & Sopyan, I. (2020). Kualifikasi Pemasok Bahan Baku yang Digunakan pada Industri Farmasi. Majalah Farmasetika, 5(2), 73–81. https://doi.org/10.24198/mfarmasetika.v5i2.26237

Krisnaningsih, E., Arkeman, Y., Hambali, E., & Marimin. (2022). Decision Model for Determining the Feasibility of Rice-Based Bioenergy Supply Chain Development Area with Fuzzy Logic-AHP Approach. IOP Conference Series: Earth and Environmental Science, 1034(1), 012007. https://doi.org/10.1088/1755-1315/1034/1/012007

Krisnaningsih, E., Brillian, A., & Dwiyatno, S. (2022). Analisa Multi-Criteria Pemilihan Pemasok Baja Slab. In Jurnal InTent (Vol. 5, Issue 1). http://ejournal.lppm-unbaja.ac.id/index.php/intent/article/view/2096

Krisnaningsih, E., Sakti, I. R., Dwiyatno, S., & Ridwan, A. (2022). A fuzzy FMEA for detecting the risk of defects in polyethylene (PE) film products. Journal Industrial Servicess, 8(2), 204–210. https://doi.org/10.36055/jiss.v8i2.16592

Krisnaningsih, E., Sulistyo, A. B., Rahim, A., & Dwiyatno, S. (2022). Fuzzy risk priority number assessment to detect midsole product defects. Jurnal Sistem Dan Manajemen Industr, 6(1), 77–88. https://doi.org/10.30656/jsmi.v6i1.4013

Lestari, S., & Priyodiprodjo, W. (2011). Implementasi Metode Fuzzy TOPSIS untuk Seleksi Penerimaan Karyawan. IJCCS (Indonesian Journal of Computing and Cybernetics Systems), 5(2), 20–26. https://doi.org/10.22146/ijccs.2014

Liu, P., Zhu, B., Wang, P., & Shen, M. (2020). An approach based on linguistic spherical fuzzy sets for public evaluation of shared bicycles in China. Engineering Applications of Artificial Intelligence, 87(September 2019), 103295. https://doi.org/10.1016/j.engappai.2019.103295

Mathangi, S., & Prakash Maran, J. (2021). Sensory evaluation of apple ber using fuzzy TOPSIS. Materials Today: Proceedings, 45, 2982–2986. https://doi.org/10.1016/j.matpr.2020.11.962

Memari, A., Dargi, A., Akbari Jokar, M. R., Ahmad, R., & Abdul Rahim, A. R. (2019). Sustainable supplier selection: A multi-criteria intuitionistic fuzzy TOPSIS method. Journal of Manufacturing Systems, 50 (November 2018), 9–24. https://doi.org/10.1016/j.jmsy.2018.11.002

Mokhtarian, M. N. (2015). A note on ‘Extension of fuzzy TOPSIS method based on interval-valued fuzzy sets’. Applied Soft Computing, 26, 513–514. https://doi.org/10.1016/j.asoc.2014.10.013

Nădăban, S., Dzitac, S., & Dzitac, I. (2016). Fuzzy TOPSIS: A General View. Procedia Computer Science, 91(Itqm), 823–831. https://doi.org/10.1016/j.procs.2016.07.088

Namin, F. S., Ghadi, A., & Saki, F. (2022). A literature review of Multi Criteria Decision-Making (MCDM) towards mining method selection (MMS). Resources Policy, 77(November 2021), 102676. https://doi.org/10.1016/j.resourpol.2022.102676

Onu, P. U., Quan, X., Xu, L., Orji, J., & Onu, E. (2017). Evaluation of sustainable acid rain control options utilizing a fuzzy TOPSIS multi-criteria decision analysis model frame work. Journal of Cleaner Production, 141, 612–625. https://doi.org/10.1016/j.jclepro.2016.09.065

Pujotomo, D., Umaindra, M. A., & Wicaksono, P. A. (2018). Perancangan Model Pemilihan Supplier Produk Cetakan Dengan Menggunakan Grey Based Topsis (Studi Kasus: Rumah Sakit Islam Sultan Agung Semarang). J@ti Undip : Jurnal Teknik Industri, 13(2), 99–108. https://doi.org/10.14710/jati.13.2.99-108

Rofiah, S. (2016). Seleksi Penerimaan Calon Manajer Menggunakan Fuzzy-TOPSIS pada PT. Samafitro. Information Management for Educators and Professionals, 1(1), 86–95. http://ejournal-binainsani.ac.id/index.php/IMBI/article/view/221

Saelan, A. (2009). Logika Fuzzy. In Makalah If2091 Struktur Diskrit Tahun 2009 (Vol. 1). https://informatika.stei.itb.ac.id/~rinaldi.munir/Matdis/2009-2010/Makalah0910/MakalahStrukdis0910-107.pdf

Safa, M., Shahi, A., Haas, C. T., & Hipel, K. W. (2014). Supplier selection process in an integrated construction materials management model. Automation in Construction, 48, 64–73. https://doi.org/10.1016/j.autcon.2014.08.008

Salih, M. M., Zaidan, B. B., Zaidan, A. A., & Ahmed, M. A. (2019). Survey on fuzzy TOPSIS state-of-the-art between 2007 and 2017. Computers & Operations Research, 104, 207–227. https://doi.org/10.1016/j.cor.2018.12.019

Schramm, V. B., Cabral, L. P. B., & Schramm, F. (2020). Approaches for supporting sustainable supplier selection - A literature review. Journal of Cleaner Production, 273, 123089. https://doi.org/10.1016/j.jclepro.2020.123089

Suci, A. T., Asyari, H., Prasetiawan, A. Y., & Pratomo, N. A. (2020). Metode Fuzzy TOPSIS Pada Pengambilan Keputusan Rekrutmen Karyawan PT. Erporate Solusi Global. Teknoin, 26(1), 14–22. https://doi.org/10.20885/teknoin.vol26.iss1.art2

Tavana, M., Shaabani, A., Di Caprio, D., & Bonyani, A. (2021). An integrated group fuzzy best-worst method and combined compromise solution with Bonferroni functions for supplier selection in reverse supply chains. Cleaner Logistics and Supply Chain, 2(July), 100009. https://doi.org/10.1016/j.clscn.2021.100009

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Published

2023-09-03

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How to Cite

Implementasi Metode Fuzzy Topsis pada Pemilihan Pemasok Bahan Baku SS400. (2023). Jurnal INTECH Teknik Industri Universitas Serang Raya, 9(2), 164-170. https://doi.org/10.30656/intech.v9i2.6468