ANALYSIS OF SHIP QUEUES AND OPTIMIZATION STRATEGIES OF BERTHING OCCUPANCY RATE
Keywords:
Queue, Berthing Occupancy Rate, Simulation, Software ArenaAbstract
PT For PT XYZ, operating a jetty effectively and efficiently is not easy because there are many phenomena that often occur during ship operational activities. One of them is the high queue of ships and the Berthing Occupancy Rate. The aim of this research is to analyze the characteristics of queues and berthing occupancy rates in the form of simulation results of ship queues at PT XYZ and design improvement scenarios with the help of Arena software. The results of the simulation test can be concluded that the existing utilization of jetty 1 reached 97%, above the limit set by the company, namely <70%. Improvements made according to the results of the arena simulation analysis are the addition of 1 server/jetty to accommodate the arrival of Large Range ships, so that the addition of 1 server/jetty will reduce the waiting time from the real average waiting time of 30.18 hours by adding 1 server. /jetty waiting time is an average of 7.54 hours. So, these improvements can help companies to minimize the queue time for cargo entry so that the processing process can be optimal.
References
Aspinall, E. (2015). Democracy in Indonesia: From stagnation to regression? In W. Case (Ed.), Democracy in Retreat: Is Southeast Asia in Danger? (pp. 1–20). ISEAS-Yusof Ishak Institute.
CNN Indonesia. (2023, 17 Juli). Jurang si kaya dan si miskin makin lebar, Maret 2023. Retrieved from https://www.cnnindonesia.com/ekonomi/20230717145351-532-974471/jurang-si-kaya-dan-miskin-di-ri-makin-lebar-maret-2023
Cooper, R. (1981). Introduction to queueing theory (2nd ed.). Elsevier North Holland, Inc.
Davidson, J. S. (2019). Indonesia: Twenty Years of Democracy. Cambridge University Press.
Dutková, S., Hostakova, D., Misok, T., & Rybicka, I. (2017). Determination of probability distribution of customer input at post office. In: Transport and communications (Sci. journal). 5(2), 6–10.
Emmerson, D. K. (2001). Indonesia beyond Suharto. Gramedia.
Feith, H. (1962). The decline of constitutional democracy in Indonesia. Cornell University Press.
Fitra, S. L., Melliana, Mesra, T., & Siregar. (2019). Optimization of tanker queue at Jetty 3 and 5 in PT X Dumai. Mater. Sci. Eng., 505, 1–9.
Fukuoka, Y., & Djani, L. (2016). Revisiting the rise of Jokowi. South East Asia Research, 24(2), 204–221.
Guo, S., Wang, H., & Wang, S. (2023). Network disruptions and ripple effects: Queueing model, simulation, and data analysis of port congestion. J. Mar. Sci. Eng., 11.
Harvey, D. (2005). A brief history of neoliberalism. Oxford University Press.
Hasugian, S. I. A., & Fernando. (2020). Simulation of queuing system for customer service improvement: A case study. IOP Conf. Ser. Mater. Sci. Eng., 851.
Hermanto, & Pratiwi, I. (2019). Analisis sistem antrian dengan metode simulasi. J. Desiminasi Teknol.
Hu, X., Barnes, S., & Golden, B. (2018). Applying queueing theory to the study of emergency department operations: A survey and discussion of comparable simulation studies. Int. Trans. Oper. Res., 25, 4–59.
Jackson, K. D., & Pye, L. W. (Eds.). (1978). Political power and communications in Indonesia. University of California Press.
Kiat, H. (2021). Analysis of ship waiting time to get shipyard service at PT. Dokp and Shipping Waiame in Ambon City. J. Econ. Bus.
Kim, J., & Kim, W. (2018). Queueing analysis of port systems with offshore container unloading: Queueing analysis of mobile harbour system. J. Ind. Eng. Manag. Syst. ISSN 1598-7248.
Krpan, L., Maršanić, R., & Milković, M. (2017). A model of the dimensioning of the number of service places at parking lot entrances by using the queuing theory. Tech. Gazette, 24, 231–238.
Lev, D. S. (2009). The transition to guided democracy: Indonesian politics, 1957-1959. Equinox Singapore.
Manurung, E. H., Melliana, & Mesra, T. (2018). Penerapan metode antrian pada kapal bongkar muat di PT Pelabuhan Indonesia I (Persero) Dumai. J. ARTI, 16(1).
Mietzner, M. (2018). Indonesia's democratic stagnation: Anti-reformist elites and resilient civil society. Democratization, 25(3), 392–409.
Nair, A. M., S., S. K., & Ushakumari, P. V. (2021). Application of Queuing Theory to a Railway ticket window. 2021 Int. Conf. Innov. Pract. Technol. Manag. (ICIPTM), 154–158. https://doi.org/10.1109/ICIPTM52218.2021.9388368
Nur, M. F., & Qitri. (2017). Analisa sistem antrian loket pada PT. Tiki Jalan Teuku Umar Pekanbaru dengan menggunakan software Arena. J. Tek. Ind., 02(02).
Oxfam lndonesia dan INFID. (2023). Laporan Oxfam lndonesia dan INFID. (Asumsi: Ini adalah judul laporan).
P., L., & R. M., M. (2019). Queueing analysis for operations modeling in port logistics. J. Marit. Bus. Rev., 5(1).
Park, S. W., Lee, M. K., & Park, Y. S. (2020). Analysis and improvement of communications in port areas using the Queuing Theory. J. Navig., 73, 912–931.
Pruyn, J. F. J., Kana, A. A., & Groeneveld, W. M. (2020). Analysis of port waiting time due to congestion by applying Markov chain analysis. J. Marit. Supply Chain., 4, 69–94.
Ratnasari, E. L. S., & Rahadian, N. (2020). Pemodelan dan simulasi sistem antrian pelayanan konsumen gerai MCD Solo Grand Mall dengan ArenaNo Title. Pros. Semin. dan Konf. Nas. IDEC, 7–8.
Robison, R. (2004). Presiden baru yang mana, pentingkah itu? Kompas (Opini), 28 Juli 2004.
Robison, R., & Hadiz, V. R. (2004). Reorganising power in Indonesia: The politics of oligarchy in an age of markets. Routledge.
Roy, D., Ommeren, J. K., & Koster, R. (2022). Modeling landside container terminal queues: Exact analysis and approximations. J. Transp. Reserach, 162(01), 73–102.
Sahrasad, H. (2007, Maret). Berpulangnya Prof Sarbini Sumawinata, The Grand Oldman Ekonomi Kerakayatan. Jawa Pos (Opini).
Sahrasad, H. (2023a). Mahasiswa, Kuasa dan Negara. Paramadina Graduate School of Islamic Studies-PGSI dan Freedom Foundation.
Sahrasad, H. (2023b). Membangun negara hukum dan demokrasi yang kuat. Kompas (Opini), 20 November 2023.
Sasongko, G., & Asih, E. (2019). Pemodelan dan simulasi sistem antrian pelayanan perbaikan sepeda motor di Honda Mitra Utama Cirebon. J. Rekavasi.
Stiglitz, J. E. (2024). The road to freedom: Economics and the good society. Allen Lane.
Svolik, M. (2012). The politics of authoritarian rule. Cambridge.
Syahidah, Melliana, & Mesra, T. (2023). Optimalisasi antrian truk di PT Kuala Lumpur Kepong Dumai. J. ARTI, 18(2), 1–10.
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