Logistics Distribution Optimization Model Using the Hub and Spoke Method Based on Distribution Requirement Planning: A Case Study of the Indonesian Navy’s Koarmada I

Authors

  • Wisnu Utomo Program of Defense Industry, Faculty of Engineering and Technology, Republic of Defense University
  • Aries Sudiarso Program of Defense Industry, Faculty of Engineering and Technology, Republic of Defense University
  • Sri Yanto Program of Defense Industry, Faculty of Engineering and Technology, Republic of Defense University

DOI:

https://doi.org/10.55927/ijar.v5i7.16822

Keywords:

Logistics Distribution, Hub and Spoke, Distribution Requirement Planning, Center of Gravity, QGIS, Koarmada I, Kaporlap

Abstract

Logistics distribution plays a strategic role in supporting the operational readiness of the Indonesian Navy, particularly in the Koarmada I area, which has archipelagic characteristics and widely dispersed destination units. The existing distribution system still relies on the Central Depot in Jakarta and depends on the availability of operational transport modes. This condition affects distribution distance, travel time, lead time, and distribution cost. This study aims to design an optimized logistics distribution model using the Hub and Spoke method based on Distribution Requirement Planning (DRP). The study applies a quantitative case study approach through existing condition analysis, hub location determination using the Center of Gravity (CoG) method, QGIS-based spatial visualization, aggregate efficiency analysis, and quarterly DRP simulation. The results show that Batam is more feasible as a distribution hub than Tanjung Pinang. The proposed Batam Hub model reduces aggregate distribution distance from 2,445 Nm to 2,140 Nm, travel time from 244.5 hours to 214 hours, and distribution cost from IDR 4,198,920,750 to IDR 3,675,129,000. These reductions represent an aggregate efficiency of 12.5% across distance, time, and cost indicators. In addition, DRP supports more structured planning of Kaporlap logistics requirements based on quarterly distribution periods. Therefore, the Hub and Spoke model integrated with DRP can serve as an alternative logistics distribution model that is more efficient, structured, and supportive of Koarmada I operational readiness. To maintain information security, coordinates, actual operational routes, technical parameters, and detailed route-based calculations are not presented in this article.

Downloads

Download data is not yet available.

References

Ballou, R. H. (2004). Business logistics/supply chain management: Planning, organizing, and controlling the supply chain (5th ed.). Pearson Prentice Hall.

Bahri, A., dkk. (2020). Pemanfaatan QGIS untuk pemetaan fasilitas layanan masyarakat di Kota Pontianak. Jurnal Sistem Informasi Geografis, 5(2), 45–56.

Carunisa. (2021). Manajemen logistik dan rantai pasok. Jakarta: Gramedia. Christopher, M. (2011). Logistics and supply chain management (4th ed.). Pearson Education.

Christopher, M. (2016). Logistics and supply chain management (5th ed.). Pearson Education.

De By, R. A., Knippers, R., Georgiadou, Y., & van Westen, C. (2001). Principles of geographic information systems. ITC.

Hartanto. (2022). Pengaruh sistem logistik terhadap kesiapan operasi militer. Jurnal Pertahanan, 8(1), 15–27.

Hsu, C. I., & Hsieh, Y. P. (2005). Direct versus terminal routing on a maritime hub and spoke container network. Journal of Marine Science and Technology, 13(3), 95–110.

Imai, A., Shintani, K., & Papadimitriou, S. (2009). Multi-port versus hub-and-spoke port calls by containerships. Transportation Research Part E, 45(5), 740–757. https://doi.org/10.1016/j.tre.2009.03.004

Kartikasari, W., Setiawan, D., & Fauziah, E. (2021). Efektivitas transportasi dan lokasi terhadap distribusi logistik di wilayah Komando Armada I TNI AL. Jurnal Pertahanan, 7(2), 88–102.

Kiani Mavi, R., Golmohammadi, D., & Zhang, A. (2020). Cross docking logistics network design: A review. International Journal of Production Economics, 219, 107–128. https://doi.org/10.1016/j.ijpe.2019.05.018

Kulsum, N., dkk. (2020). Penerapan distribution requirement planning (DRP) pada perusahaan air minum dalam kemasan. Jurnal Teknik Industri, 9(1), 12–22.

Madura, J. (2007). Introduction to business. Thomson South Western. Nanang. (2019). Distribusi dan sistem pemasaran. Bandung: Alfabeta. Notteboom, T. E. (2004). Container shipping and ports: An overview. Review of Network Economics, 3(2), 86–106.

Novianti. (2022). Strategi distribusi dan manajemen logistik. Jakarta: Erlangga.

Nugraha, A. (2023). Penerapan distribution requirement planning (DRP) pada UKM SB Jaya Ciamis. Jurnal Manajemen Industri, 5(1), 55–65. Rayhan. (2024). Logistik militer dan kesiapan tempur. Jakarta: Pusat Penelitian dan Pengembangan TNI.

Ruwiyanto, A., dkk. (2021). Penerapan metode center of gravity dalam distribusi sertifikat. Jurnal Teknik Industri, 10(2), 65–74.

Serrano, R. (2023). Focused logistics in modern military operations. Defense Logistics Journal, 12(1), 33–47.

Setiawan, D., dkk. (2025). Optimalisasi safety stock persediaan beras dan kedelai dengan metode EOQ. Jurnal Manajemen Operasi, 6(1), 1– 14.

Sholehah, S. (2021). Analisis safety stock dalam sistem distribusi. Jurnal Manajemen Logistik, 4(2), 77–85.

Sugiyono. (2013). Metode penelitian kuantitatif, kualitatif, dan R&D. Alfabeta.

Surya. (2013). Perencanaan dan pengendalian distribusi. Jakarta: Salemba Empat.

Tagawa, H., Kawasaki, T., & Hanaoka, S. (2021). Conditions influencing the choice between direct shipment and transshipment in maritime shipping network. Journal of Shipping and Trade, 6(4). h

Uma, S. (1992). Research methods for business: A skill-building approach. John Wiley & Sons.

Utama, I. G. B. R. (2019). Manajemen persediaan dan material requirements planning (MRP). Denpasar: Udayana University Press.

Wang, X., Liu, Y., & Zhang, H. (2024). Hub-and-spoke network optimization with flow delay cost. Transportation Research Part E, 176, 103118.

Yunarto, A., & Santika, R. (2005). Business concepts implementation series in inventory management. Elex Media Komputindo.

Published

2026-07-17

How to Cite

Utomo, W. ., Sudiarso, A. ., & Yanto, S. . (2026). Logistics Distribution Optimization Model Using the Hub and Spoke Method Based on Distribution Requirement Planning: A Case Study of the Indonesian Navy’s Koarmada I. Indonesian Journal of Advanced Research, 5(7), 1127–1140. https://doi.org/10.55927/ijar.v5i7.16822

Issue

Section

Articles