Vol. 8 No. 3 (2026): Edisi September
Open Access
Peer Reviewed

Analisis Model Antrean Pada Pelayanan Point Coffee di Indomaret Fresh Ahmad Yani Nomor 47

Authors

Leasy Sudibyo , Dinar Nirmalasari

DOI:

10.29303/jm.v8i3.11583

Published:

2026-08-30

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Abstract

The rapid growth of grab-and-go coffee services in modern retail has increased customer traffic, making queue management a critical factor in maintaining service quality. This study analyzes the performance of the queuing system at Point Coffee in Indomaret Point using a multi-server queuing model . The objective of this study is to evaluate the current operational condition and propose an optimal service capacity improvement scenario. Data were collected through  hours of observation, involving a total of  customers. The modeling results showed that the current single-server system  produces an average waiting time of  minutes and a server utilization rate of , indicating that the system operates near its maximum capacity. Simulation results using two servers  showed a significant reduction in average waiting time to  minutes, with a server utilization rate of  for each server. Although the addition of a third server (M/M/3) resulted in the best theoretical performance, the improvement in efficiency was relatively small compared to the additional resources required. Therefore, this study concludes that adding one server during peak operational hours is the most efficient strategy for improving service quality.

Keywords:

sistem antrean model antrean model M/M/1 sistem pelayanan Point Coffee

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Author Biographies

Leasy Sudibyo, Universitas Sultan Ageng Tirtyasa

Author Origin : Indonesia

Dinar Nirmalasari, Universitas Sultan Ageng Tirtayasa

Author Origin : Indonesia

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How to Cite

Sudibyo, L., & Nirmalasari, D. (2026). Analisis Model Antrean Pada Pelayanan Point Coffee di Indomaret Fresh Ahmad Yani Nomor 47. Mandalika Mathematics and Educations Journal, 8(3), 1861–1874. https://doi.org/10.29303/jm.v8i3.11583