TEKMAPRO Journal of Industrial Engineering and Management
Vol. 19 No. 2 (2024): TEKMAPRO

Analysis of Service System using Simulation

Al-Zaher, Abdulqader (Unknown)
Indiyanto, Rus (Unknown)
Donoriyanto, Dwi Sukma (Unknown)



Article Info

Publish Date
14 Jul 2024

Abstract

Simulation is a method for evaluating model behavior in various situations that allow decision making. This simulation requires the development of a model that represents the system. Therefore, the simulation will act as a system operation. After carrying out model simulations, the real impact of each alternative and action will be identified. Discrete simulation models the operation of a system as a series of discrete events in time. Each event occurs at a specific time and marks a change in state in the system. Due to changes in the system, this simulation will prevent failures without disrupting the actual system. The results of verification and validation obtained 3 replications with an average replication time in real time, namely 19.33 minutes and in ProModel software, namely 9.65 minutes. Based on the confidence interval, the output results obtained in the ProModel simulation are with the interval [5.888 ≤ μ1 – μ2 ≤ 13.478], because the value 0 is not within the range μ1 – μ2 so it can be said that the data obtained is invalid. This means that there is a difference between the time in the real system and the simulation output results with the Promodel software. Because the results obtained are not yet valid, the simulation output cannot be applied to real service system processes at Coffee X. Suggestions for further research are to be more careful in inputting data and re-checking it, so that the simulation output obtained will be valid so that it can be applied to real situations.

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Journal Info

Abbrev

tekmapro

Publisher

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Engineering Industrial & Manufacturing Engineering

Description

Journal of Industrial Engineering and Management, National University of Veterans Development, East Java is a journal that effectively bridges the gap between academics, policy makers, and practitioners and connects various Industrial Engineering and Management communities. While the focus of the ...