MODELING OF QUEUES AT 3 KG LPG FILLING AND TRANSPORTATION STATIONS (SPPBE) WITH OPTIMIZATION OF PROMOTIONAL SERVICE STATIONS

https://doi.org/10.47194/ijgor.v6i2.376

Authors

Keywords:

Queue system, Single Channel - Multi Phase, Multi Channel - Multi Phase, Bulk Filling and Transportation Station (SPPBE), Service system optimization, Kolmogorov-Smirnov test, Poisson distribution, Queue model analysis, Service efficiency, Service desk performance, Queue structure analysis

Abstract

Queues are a common problem that often arises from an imbalance between the arrival rate and the service capacity or facilities. Queues occur because customers (users) arrive at a service facility when the available service capacity is insufficient to handle the incoming demand. Queues often occur in the Single Channel - Single Phase queue system, which is observed at SPPBE (Filling and Transportation Stations for Bulk LPG). In the Single Channel - Multi Phase queue structure, queues also occur due to the accumulation of waiting time required for each service stage. Therefore, this research aims to explain the model and analyze the queue system that occurs at SPPBE, provide an explanation of the analysis results of the Single Channel - Single Phase queue model for two service locations, and use the Kolmogorov-Smirnov method for data conformity testing. The SPSS program was used to analyze the Single Channel - Single Phase queue model for two service locations and to use the Multi Channel - Multi Phase queue model for the two service locations.

References

Arifin, Z. (2021). The Distribution Mechanism of Subsidized Liquid Petroleum Gas in Sajad District West Kalimantan: An Investigation Based on Islamic Law. Al-Manahij: Jurnal Kajian Hukum Islam, 15(1), 1-18.

Asmussen, S. (2003). Applied probability and queues (2nd ed.). Springer.

Banks, J. S. (1999). Discrete-event system simulation. Prentice Hall.

Banks, J. S., Carson II, J. S., Nelson, B. L., & Nicol, D. M. (2010). Discrete-event system simulation (5th ed.). Pearson.

Bhagya, T. G. (2022). Re-Layout Of STNK Annual Tax Payment At The XXX Samsat Office By Promodel Simulation. Sainteks: Jurnal Sains Dan Teknik, 4(1), 69–79. https://doi.org/10.37577/SAINTEKS.V4I1.401

Bolch, G., Greiner, S., de Meer, H., & Trivedi, K. S. (2006). Queueing networks and Markov chains: modeling and performance evaluation with computer science applications (2nd ed.). John Wiley & Sons.

Cooper, R. B. (1981). Introduction to queueing theory (2nd ed.). North Holland. (A classic and rigorous text on queueing theory, covering more advanced topics.)

Fishman, G. S. (2001). Discrete-event simulation: modeling, programming, and analysis. Springer.

Fitzsimmons, J. A., & Fitzsimmons, M. J. (2013). Service management: operations, strategy, information technology (8th ed.). McGraw-Hill.

Gross, D., Shortle, J. F., Thompson, J. M., & Harris, C. M. (2018). Fundamentals of queueing theory (5th ed.). John Wiley & Sons.

Harchol-Balter, M. (2013). Performance modeling and design of computer systems: queueing theory in action. Cambridge University Press.

Heizer Jay, Render Barry. 2005. Operations Management. Jakarta: Salemba Empat.

Hopp, W. J., & Spearman, M. L. (2011). Factory physics (3rd ed.). McGraw-Hill Education.

Kazak, К., & Wing, Y. C. (2009). Improving Customer Service through Just-in-Time Distribution: Fitting into the customer’s service offer in case of ELECTROLUX LAUNDRY SYSTEMS.

Kleinrock, L. (1975). Queueing systems, Vol. 1: Theory. John Wiley & Sons.

Kurniaty, I., & Hermansyah, H. (2016). Potensi pemanfaatan LPG (Liquefied Petroleum Gas) sebagai bahan bakar bagi pengguna kendaraan bermotor. Prosiding Semnastek.

Law, A. M. (2015). Simulation modeling and analysis (5th ed.). McGraw-Hill Education.

Longo, F., & Zanin, M. (2020). Analytical and simulation-based optimization of queueing systems: A survey. European Journal of Operational Research, 284(3), 803-827.

Meutia, S., & Anshar, K. (2021, June). Determining Supply Chain Network Using Location, Invetory, Routing Problem (LIRP) Approaches. In Journal of Physics: Conference Series (Vol. 1933, No. 1, p. 012119). IOP Publishing.

Nahmias, S., & Olsen, T. L. (2015). Production and operations analysis (7th ed.). Waveland Press.

Okunade, O. A., Osunade, O., Omilabu, A. A., Akande, A. N., & Olanrewaju, B. S. (2024). Queue Management Application for Healthcare Providers. Covenant Journal of Informatics and Communication Technology.

Ostrowski, M., Ryciuk, U., & Szymonik, A. (2021). Application of simulation to improve the efficiency of service processes–A case study. Applied Sciences, 11(19), 9068.

Peter, A. B., Al Abbad, J. A., & Mohamed, I (2021). Design and Analysis of a Manufacturing System Using Promodel.

Pidd, M. (2004). Computer simulation: a practical introduction (2nd ed.). John Wiley & Sons.

Prakarsa, G., Nasution, V. M., & Bhagya, T. G. (2021). View of Model Penerimaan Pengguna untuk Aplikasi Mobile Virtual Hotel Operator. Sainteks -Universitas Bandung Raya, 3(1), 1–8. http://ejournal.uicm-unbar.ac.id/index.php/sainteks/article/view/304/171

Putri, W. S., & Ahmad, D. (2020). Penerapan Teori Antrian pada Pelayanan Teller Bank BNI Kantor Cabang Pembantu Air Tawar. Journal of Mathematics UNP, 5(1).

Rossetti, M. D. (2010). Simulation modeling and analysis with Arena. John Wiley & Sons.

Septiani, W., Divia, G. A., & Adisuwiryo, S. (2020, April). Warehouse layout designing of cable manufacturing company using dedicated storage and simulation promodel. In IOP Conference Series: Materials Science and Engineering (Vol. 847, No. 1, p. 012054). IOP Publishing.

Swain, J. J. (2018). Challenges in the adoption and use of simulation software. Proceedings of the Winter Simulation Conference, 38-51.

Tijms, H. C. (2012). A first course in stochastic models. John Wiley & Sons.

Published

2025-06-05