A Simulation-Based Analysis of Dual-Counter Service Efficiency and Profitability

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Authors

  • Sintya Laila Universitas Muhammadiyah Sumatera Utara
  • Nur Azizah Universitas Muhammadiyah Sumatera Utara
  • M. Aditya Prasetyo Universitas Muhammadiyah Sumatera Utara
  • Indah Larasati Hasibuan Universitas Muhammadiyah Sumatera Utara

DOI:

https://doi.org/10.56211/tsabit40

Keywords:

Queue Systems; Simulation Modeling; Dual-Counter Services; Operational Efficiency; Profit Optimization

Abstract

Queue systems play a critical role in service industries, affecting customer satisfaction and operational performance. This study investigates the optimization of a dual-counter queue system consisting of regular and express counters, each with distinct service rates, operational costs, and profit margins. Using simulation modeling, the study aims to evaluate system performance, identify profit-maximizing strategies, and provide actionable insights for service management. The methodology involves simulating customer arrivals, service rates, and operational costs over a 60-minute period. Key metrics analyzed include the number of customers served, total operational costs, and net profit for each counter. The results reveal that express counters, despite higher operational costs, generate greater net profit per customer compared to regular counters. The findings underscore the importance of strategic resource allocation and cost-benefit analysis in queue management systems. This research contributes to the field by addressing a gap in the application of simulation for dual-counter systems, providing a framework for optimizing service operations across various industries. Further research is recommended to explore additional variables, such as customer preferences and dynamic arrival rates, to enhance the robustness of the simulation model. The purpose of the study entitled "A Simulation-Based Analysis of Dual-Counter Service Efficiency and Profitability" is most likely to analyze the effectiveness and efficiency of the service system in a dual-counter environment.

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References

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Journal Article from the Internet

Sari, I.P., Jannah, A., Meuraxa, A.M., Syahfitri, A., & Omar, R. (2022). Perancangan Sistem Informasi Penginputan Database Mahasiswa Berbasis Web. Hello World Jurnal Ilmu Komputer 1 (2), 106-110 DOI: https://doi.org/10.56211/helloworld.v1i2.57

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Sari, I.P., Al-Khowarizmi, A., & Batubara, I.H. (2021). Cluster Analysis Using K-Means Algorithm and Fuzzy C-Means Clustering For Grouping Students' Abilities In Online Learning Process. Journal of Computer Science, Information Technology and Telecommunication Engineering 2 (1), 139-144

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Manurung, A.A., Nasution, M.D., & Sari, I.P. (2023). Implementation of Fuzzy K-Nearest Neighbor Method in Dengue Disease Classification. 2023 11th International Conference on Cyber and IT Service Management (CITSM), 1-4 DOI: https://doi.org/10.1109/CITSM60085.2023.10455306

Sari, I.P., & Batubara, I.H. (2021). Perancangan Sistem Informasi Laporan Keuangan Pada Apotek Menggunakan Algoritma K-NN. Seminar Nasional Teknologi Edukasi dan Humaniora (SiNTESa) (1).

Ramadhani, F., Satria, A., & Sari, I.P. (2023). Implementasi Metode Fuzzy K-Nearest Neighbor dalam Klasifikasi Penyakit Demam Berdarah. Hello World Jurnal Ilmu Komputer 2 (2), 58-62 DOI: https://doi.org/10.56211/helloworld.v2i2.253

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Sari, I.P., & Batubara, I.H. (2021). User Interface Information System for Using Account Services (Joint Account) WEB-Based. International Journal of Economic, Technology and Social Sciences (Injects) 2 (2), 462-469 DOI: https://doi.org/10.53695/injects.v2i2.533

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Habib, T.A., Azly, R., Irza, M.A., & Prasetya, I. (2024). User Interface Design for the Orca Music Player Mobile Application. Tsabit Journal of Computer Science 1 (1), 18-26 DOI: https://doi.org/10.56211/tsabit22

Ramadhani, F., Satria, A., & Sari, I.P. (2022). Aplikasi internet berbasis website sebagai E-Commerce penjualan komponen sport car. Blend Sains Jurnal Teknik 1 (2), 69-75 DOI: https://doi.org/10.56211/blendsains.v1i2.98

Sari, I.P., & Ramadhani, F. (2021). User Interface Prototype Using User Centered System Design Method in Motorvice Information System. 2021 International Conference on Computer Science and Engineering (IC2SE) 1, 1-6 DOI: https://doi.org/10.1109/IC2SE52832.2021.9791964

Ramadhani, F., Sari, I.P., & Satria, A. (2024). Perancangan UI/UX Surat Keterangan Waris dalam Pengembalian Dana Haji Berbasis Web. Blend Sains Jurnal Teknik 2 (3), 198-203 DOI: https://doi.org/10.56211/blendsains.v2i3.306

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Ramadhani, F., & Sari, I.P. (2021). Improving the Performance of Naïve Bayes Algorithm by Reducing the Attributes of Dataset Using Gain Ratio and Adaboost. 2021 International Conference on Computer Science and Engineering (IC2SE) 1, 1-5 DOI: https://doi.org/10.1109/IC2SE52832.2021.9792027

Sari, I.P., Sulaiman, O.K., Ramadhani, F., & Satria, A. (2023). Perancangan Sistem Manajemen Surat Berbasis Web Pada Kantor Camat Tano Tombangan Angkola. INCODING: Journal of Informatics and Computer Science Engineering 3 (2), 61-76 DOI: https://doi.org/10.34007/incoding.v3i2.373

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Published

2025-01-09

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