Laboratory Performance Modeling using Petri Nets in National Standardization Agency in Indonesia

Nikolaus Aloysius, M. Siallagan, C. Ou-Yang
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Abstract

Service providers perform their service to seek customer loyalty, not excluding the product testing laboratory (PTL) as it provides the testing service under National Standardization Agency (NSA) in Indonesia. Early business process observation in one PTL found that the level of work-in-progress (WIP) in some testing job shops performed significantly higher than the others which requires a further operational study. Using workflow data from the PTL, this study modeled the first-come-first-serve (FCFS) as the current scheduling algorithm, proposed an alternative scheduling algorithm, and comparatively analyze the WIP performance through simulation using colored Petri nets (CPN) as business process modeling and simulation tools. The result of this study shows that the shortest flow of processing time (SFPT) algorithm as the alternative scheduling strategy can reduce the maximum WIP level in the laboratory. Although the SFPT scheduling strategy has a relatively small impact in the single item station, the alternative strategy decreases more than one-third of the total WIP in the most complex station in the laboratory.
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印度尼西亚国家标准化机构使用Petri网进行实验室性能建模
服务提供商提供服务是为了寻求客户忠诚度,不排除产品测试实验室(PTL),因为它在印度尼西亚国家标准化机构(NSA)下提供测试服务。在一个PTL中的早期业务流程观察发现,在一些测试作业车间中,在制品(WIP)的水平比其他测试作业车间执行得明显更高,这需要进一步的操作研究。利用PTL的工作流数据,对现有调度算法先到先服务(FCFS)进行建模,提出一种可替代的调度算法,并利用彩色Petri网(CPN)作为业务流程建模和仿真工具,通过仿真对比分析WIP的性能。研究结果表明,将最短加工时间(SFPT)算法作为备选调度策略可以降低实验室的最大在制品水平。虽然SFPT调度策略对单项目工位的影响相对较小,但在实验室最复杂的工位中,备选策略减少了总在制品数量的三分之一以上。
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