Simulation-optimization of automated material handling systems in a healthcare facility
نویسندگان
چکیده
Automated material handling systems are used in healthcare facilities to optimize flow, minimize workforce requirements, reduce risk of contamination, and work injuries. This paper develops a case study using data from Greenville Memorial Hospital (GMH) South Carolina, USA. The is focused on the delivery surgical carts operating rooms at GMH via Guided Vehicles (AGVs). proposes framework that integrates analysis with system simulation optimization. addresses following research questions: (1) Redesign pathways: Do performance measures, such as travel time task completion time, improve after redesign AGV pathways? (2) Operational fleet sizing: when number AGVs daily controlled by volume cases? If this true, then how many should be daily? To address question (1), we compare two pathway designs an extensive sensitivity analysis. (2), use simulation-optimization model evaluate for different sizes. Finally, conduct pilot validate results our indicates proposed solution, which uses smaller than currently GMH, leads significant reductions congestion times, increased utilization AGVs.
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ژورنال
عنوان ژورنال: IISE transactions on healthcare systems engineering
سال: 2021
ISSN: ['2472-5587', '2472-5579']
DOI: https://doi.org/10.1080/24725579.2021.1882622