The application of mathematical model to analyze production system in a manufacturing industry

Marsudi, Muhammad (2023) The application of mathematical model to analyze production system in a manufacturing industry. In: SNTTM XXI, 5 Oktober 2023, Bandung. (In Press)

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Abstract

Mathematical analysis can be very useful for investigating the performance of production systems. This study describes the production process based on a mathematical model of queuing theory in the manufacturing industry, named Company X. It aims to model the production process by appropriate queuing model and determine its performance measures. A field study was conducted and production data was collected through employee self-timing methods. This study then presents the selected production processes in the form of an independent queuing system and describes the various performance measures for each queuing system. The production process was simplified to four independent series workstations, Mixing, Length Cutting, Width Cutting and Packing. The arriving and leaving distribution were determined by the Chi-square goodness of fit test. The performance measures analysis later found that Length Cutting and Width cutting experienced blocking while packing experienced starving. Several suggestions were discussed to improve the queuing performance. Results show that the queuing theory is suitable for to study of production efficiency with some extent of limitations.

Item Type:	Conference or Workshop Item (Paper)
Subjects:	T Technology > TS Manufactures
Depositing User:	Muhammad Marsudi
Date Deposited:	10 Nov 2023 03:04
Last Modified:	10 Nov 2023 03:04
URI:	http://eprints.uniska-bjm.ac.id/id/eprint/18251

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