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A MODELLING AND SIMULATION FRAMEWORK FOR INTELLIGENT CONTROL OF EMERGENCY UNITS IN THE CASE OF MAJOR CRISIS

机译:重大危机情况下应急单位智能控制的建模与仿真框架

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A modelling and simulation framework for the performance evaluation of emergency units and intelligent control in the case of major crisis is proposed in this paper. Taking into account new challenges related to the optimization of the patient care pathway in the emergency unit in the context of major crises, we propose a flexible tool that can be used by health-care practitioners as a decision aid in various situations under the shape of a digital twin of the emergency unit. The modelling framework is based a modular model with specific representation of care pathways and resources activities. Various arrival processes are modelled in order to comply with the periodic variations observed in data history as well as exceptional massive arrivals that may be related to major crisis. A practical experiment is provided in order to determine the best available leverages to optimize the operations of the system.
机译:提出了重大危机情况下应急单位性能评估和智能控制的建模与仿真框架。考虑到在重大危机的背景下与优化急诊室患者护理途径有关的新挑战,我们提出了一种灵活的工具,医护人员可以在以下情况下将其用作各种情况下的决策辅助工具:紧急部队的数字双胞胎。建模框架是基于模块化模型的,具有护理路径和资源活动的特定表示。为了适应数据历史中观察到的周期性变化以及可能与重大危机有关的异常大量到达,对各种到达过程进行了建模。提供了一个实际实验,以确定最佳的可用杠杆来优化系统的运行。

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