PENERAPAN METODE FIFO (FIRST IN FIRST OUT) DALAM MERANCANG SISTEM PERGUDANGAN BERBASIS WEB
DOI:
https://doi.org/10.33884/comasiejournal.v12i4.9877Kata Kunci:
FIFO, Hyundai Nagoya, Random Forest, Stock Management, Warehousing SystemAbstrak
Overstock and delays in fulfilling requests for spare parts at Hyundai Nagoya can occur due to ineffective stock management. The objective of this research is to develop a web-based platform warehousing system that increases the efficiency of goods rotation using the First In First Out (FIFO) method. In addition, the Random Forest algorithm is used to categorize components according to goods movement patterns. The movement patterns of goods are divided into three categories: fast moving, medium moving and slow moving categories. The data analysed includes order history, frequency of use, and stock of goods for the last six months. By implementing a web-based system, real-time stock monitoring and order recommendations based on historical demand patterns can be made. The study's findings demonstrate that the FIFO approach effectively lowers the chance of old products piling up, increasing recording accuracy, and speeding up spare parts distribution. With a classification model accuracy of 75%, this method can improve warehouse management and help make more accurate decisions. In conclusion, the FIFO method can be used in a web-based warehousing system to optimize spare parts stock management at Hyundai Nagoya.
Keywords: FIFO, Hyundai Nagoya, Random Forest, Stock Management, Warehousing System
Referensi
Alhadis, & Sulistyohati, A. (2024). Implementasi Metode FIFO pada Sistem Manajemen Persediaan Barang Berbasis Web di PT Palapa Timur Telematika. Jurnal Riset Dan Aplikasi Mahasiswa Informatika (JRAMI), 5(3), 611–619.
Alhori, Machfud, & Hasbullah, R. (2020). Analisis Tingkat Utilisasi Gudang (Studi Kasus Di Gudang Perum Bulog). Jurnal Riset Ekonomi Manajemen (REKOMEN), 3(2), 78–88. https://doi.org/10.31002/rn.v3i2.2011
Angelica Sumartono, M., Bin Hasan Jan, A., Ekonomi Dan Bisnis, F., & Manajemen Universitas Sam Ratulangi Manado, J. (2019). Analisis Sistem Manjemen Pergudangan Pada PT. Mitra Kencana Distribusindo Manado. Jurnal EMBA, 7(4), 5879–5888.
Saragih, S. P., & Nopriadi, N. (2019). Pengaruh Budaya Terhadap Actual Use Digital Payment System Pada Pelaku UMKM di Kota Batam. Journal of Applied Informatics and Computing, 3(2), 63–67. https://doi.org/10.30871/jaic.v3i2.1646
Saragih, S. P. (2019). Technology Acceptance of Digital Payment System Pada Pelaku Umkm Di Kota Batam. Computer Based Information System Journal, 7 (2), 82–90.
Silalahi, M., & Saragih, S. P. (2021). Perancangan Website Penyedia Informasi Promosi dan Diskon. JUSTIN (Jurnal Sistem Dan Teknologi Informasi), 9(2), 257-262.
M. Silalahi and S. P. Saragih, “Sistem Informasi Manajemen Lembaga Pendidikan dan Pelatihan Madani (LP2M) dengan Metode Extreme Programming”, JAIC, vol. 3, no. 2, pp. 107–113, Nov. 2019.
Saragih, S. P. (2024). Desain Sistem Informasi Penyaluran Tenaga Kerja (studi kasus: PT. xyz Penyalur Asisten Rumah Tangga). Jurnal Desain Dan Analisis Teknologi, 3(2), 163–168. https://doi.org/10.58520/jddat.v3i2.65
Saragih, S. P. ., & Silalahi, M. . (2023). Aplikasi Web Pengendalian Maintenance Mesin Berbasis Data PLC. Jurnal Desain Dan Analisis Teknologi, 2(2), 187–192. https://doi.org/10.58520/jddat.v2i2.37
Arisusanto, A., Suarna, N., & Dwilestari, G. (2023). Analisa Klasifikasi Data Harga Handphone Menggunakan Algoritma Random Forest Dengan Optimize Parameter Grid. Jurnal Teknologi Ilmu Komputer, 1(2), 43–47. https://doi.org/10.56854/jtik.v1i2.51
Chaidhir Ismail, M., & Imron Rosadi, M. (2022). Penerapan Algoritma FIFO pada Aplikasi Monitoring Stok Meterial Berbasis Android di PDKB PT PLN (PERSERO) UP3 Pasuruan. Jurnal Krisnadana, 2(1), 257–276. https://ejournal.catuspata.com/index.php/jkdn/index
Farhan, F., & Hidayat, Y. R. (2021). Pengaruh Logistic Management Improvement terhadap Kinerja Warehouse pada PT. Fastindo Piranti Kabel. Jurnal Manajemen Logistik, 1(1), 67–71. http://ojs.stiami.ac.id/index.php/JUMATIK/article/view/1246%0Ahttp://ojs.stiami.ac.id/index.php/JUMATIK/article/download/1246/643
Hudin, J. M., & Riyanto, A. (2024). Inovasi dalam Pengelolaan Stock: Menerapkan Metode FIFO Melalui Prototype Sistem Informasi. Internal (Information System Journal), 7(1), 30–46. https://doi.org/10.32627
Maspaeni, Nurwijayanti, K., Yani, A., & Rosidi, H. (2023). Rancang Bangun Sistem Informasi Penyewaan Alat Outdoor dengan Menerapkan Algoritma First In First Out. JSiI (Jurnal Sistem Informasi), 10(2), 103–108. https://doi.org/10.30656/jsii.v10i2.7585
Nafisah, N., & Yamasari, Y. (2024). Pengembangan Website Pergudangan Berbasis FIFO untuk Optimalisasi Persediaan Barang di LMI Pusat Surabaya. Journal of Informatics and Computer Science, 5(4), 635–645.
Nazar, T. C. (2022). Perbaikan Tata Letak Fasilitas Unit Suku Cadang (Spare Part) pada PT Semen Padang dengan Menggunakan Metode ABC Class-Based. Industrial Engineering Online Journal, 2–2. https://ejournal3.undip.ac.id/index.php/ieoj/article/view/37349%0Ahttps://ejournal3.undip.ac.id/index.php/ieoj/article/download/37349/28381
Saputra, A. H. (2020). Rancang Bangun Sistem Informasi Inventory Barang Menggunakan Metode First In First Out (FIFO) Berbasis Web pada PT Cipta Rasa Multindo. UNIVERSITAS ISLAM NEGERI.
Widayat, R. A., Triayudi, A., & Rahman, B. (2023). Algoritma FIFO untuk Pengendalian Stok pada Aplikasi Inventory Obat Berbasis Web. Media Online, 3(6), 1153–1161. https://doi.org/10.30865/klik.v3i6.880
Widjiyati, N. (2021). Implementasi Algoritma Random Forest Pada Klasifikasi Dataset Credit Approval. Jurnal Janitra Informatika Dan Sistem Informasi, 1(1), 1–7. https://doi.org/10.25008/janitra.v1i1.118
