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Filling Process Optimization of a Fully Flexible Machine through Computer Simulation and Advanced Mathematical Modeling

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Vydáno v:Processes vol. 12, no. 9 (2024), p. 1962
Hlavní autor: Zhao, Kai
Další autoři: Shi, Qiuhua, Zhao, Shuguang, Ye, Fang, Badran, Mohamed
Vydáno:
MDPI AG
Témata:
Scheduling
Integer programming
Service stations
Mathematical models
Genetic algorithms
Optimization
Yogurt
Productivity
Flavors
Computer simulation
Job shops
Linear programming
Production planning
Operations management
Manufacturing
Feed rate
Cost control
Efficiency
Soft drinks
Breweries
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Abstrakt:It is possible to optimize the yogurt and flavor filling process through a fully flexible machine that can accommodate different types of yogurt and flavors, allowing for rapid adjustment of filling parameters such as volume, speed, and feed rate. Previously, researchers focused on developing a yogurt filling machine and presented their findings across varied machine configurations. The contribution of this study comprises two key elements: configuring the machine to achieve full flexibility, wherein yogurt and any flavor can be filled at any designated filling station, and devising a novel mathematical model to optimize the newly configured machine settings. A real-life problem within the context of yogurt filling has been solved using the proposed model and results have been compared with the previously published models. It has been found that the proposed model for the fully flexible machine settings outperformed the previously published models, achieving a significant margin of improvement.
ISSN:2227-9717
DOI:10.3390/pr12091962
Zdroj:Materials Science Database