Simulasi Antrian Shipping Out pada Gudang Multiguna PT XYZ Untuk Optimalisasi Waktu Tunggu dan Peningkatan Distribusi Menggunakan Software ARENA

Authors

  • Ahmed Qolbi Rohim Universitas Pembangunan Nasional Veteran Jawa Timur Author
  • Mega Cattleya PA Islami Universitas Pembangunan Nasional Veteran Jawa Timur Author

Keywords:

Antrian, ARENA, Optimalisasi, Simulasi, Warehouse

Abstract

In the shipping out or delivery service to customers, the loading-unloading process in the warehouse is inevitably linked to queuing. This study discusses how to overcome bottleneck issues during the shipping out process in the warehouse. The research was conducted using a simulation method with ARENA software and queuing theory. The validity test using the Welch Confidence Interval method yielded the result [-26.5714 ≤ μ1 – μ2 ≤ 0.6500], which indicates the data is valid because the value 0 lies within the μ1 – μ2 range. Based on the ARENA output, the Process station to TKBM shows a significantly different utilization rate compared to other workstations, at 0.519160466 or 51.91%. Given this significant difference in availability and performance, an improvement was proposed by adding one more worker for loading-unloading activities. This resulted in a new utilization rate of 0.319951 or 31.99%. This improvement proposal can therefore be considered to reduce queue time.

References

[1] Heitasari, Dwi Nurma. "Optimalisasi Warehousing Operation Dengan Metode Discrete Event Simulation Pada Third Party Logistics Company." Industri Inovatif: Jurnal Teknik Industri 12.1 (2022): 21-29.

[2] Hermanto, M. Z., et al. "Analisis sistem antrian dengan metode simulasi." Jurnal Desiminasi Teknologi 7.1 (2019).

[3] Purwanto, Teguh Apriyono. "Analisis Sistem Antrian Menggunakan Software Simulasi Arena Pada PT Indomobil Trada Nasional (Nissan Depok)." IKRA-ITH Informatika: Jurnal Komputer dan Informatika 5.2 (2021): 54-66.

[4] N. W. Aulia et al., “Usulan Perbaikan Sistem Pelayanan Pada Antrian Loket Pembayaran Pajak Kendaraan Bermotor Menggunakan Simulasi Software Arena,” vol. 5, no. 3, pp. 332–341, 2024.

[5] M. H. Ginting, “Media Pembelajaran Penggunaan Software Arena,” 2023, doi: 10.37034/residu.v1i1.7.

[6] E. Apriani, E. B. Setyawan, and H. K. Pambudi, “Perancangan Jadwal Kedatangan Truk Menggunakan Model Simulasi Diskrit Untuk Mengurangi Waktu Truck Turn around Time Pada Pelabuhan PT . ABC,” vol. 2, no. 1, pp. 43–48, 2024.

[7] Dewanto, Setiawan, and Alam Santosa. " Simulasi Sistem Pelayanan Rawat Jalan di Rumah Sakit Menggunakan Simulasi Kejadian Diskrit." Inaque: Journal of Industrial and Quality Engineering 8.1 (2020): 25-36.

[8] Arungpadang, Tritiya AR. "Simulasi Sistem Manufaktur Studi Kasus: Proses Produksi Brake Drum Coupling." Jurnal Tekno Mesin 1.3 (2015).

[9] Sidik, Abdullah. Usulan Minimalisasi Antrian Proses Pemuatan Pupuk Dengan Simulasi di PT. Petrosida Gresik. Diss. Universitas Muhammadiyah Gresik, 2019.

[10] G. Basuki et al., “Analisis Sistem Antrian dengan Metode Simulasi Menggunakan Software ARENA 14 Pada Wizzmie Tunjungan,” no. Senastitan Iv, 2024.

[11] D. S. Utomo, D. Mufti, and I. Kholidasari, “Perancangan Model Simulasi Perakitan Produk Menggunakan Conveyor Dengan ARENA,” vol. 9, no. 1, pp. 9–16, 2022.

[12] T. Sybran et al., “Analisis Sistem Antrian pada Stasiun Pengisian Bahan Bakar Umum (SPBU) dengan menggunakan simulasi Arena,” vol. 2, no. 2, pp. 16–23, 2013.

[13] M. Azizi, B. S. Kusuma, and Y. D. Polewangi, “Analisa Sistem Antrian Loket Pembayaran (Kasir) pada CV Toko Happy Srigunting Swalayan dengan Menggunakan Sofware ARENA,” vol. 13, no. 1, pp. 10–23, 2024.

[14] Djawa, Dolly Linneke, and Puput Oktamianti. "Efisiensi Waktu Pelayanan Pasien dengan Metode Lean Management: Literature Review." Media Publikasi Promosi Kesehatan Indonesia (MPPKI) 6.12 (2023): 2357-2364.

[15] Dewi, Lily Puspa, Uce Indahyanti, and Yulius Hari. Pemodelan proses bisnis menggunakan activity diagram UML dan BPMN (studi kasus FRS online). Diss. Petra Christian University, 2012.

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Published

12/01/2026

How to Cite

[1]
“Simulasi Antrian Shipping Out pada Gudang Multiguna PT XYZ Untuk Optimalisasi Waktu Tunggu dan Peningkatan Distribusi Menggunakan Software ARENA”, jse, vol. 11, no. 1, Jan. 2026, Accessed: Apr. 19, 2026. [Online]. Available: https://jse.serambimekkah.id/index.php/jse/article/view/1504

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