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Patient Flow Scheduling and Capacity Planning in a Smart Hospital Environment

机译:智能医院环境中的患者流调度和容量规划

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Improving patient flow is a way to refine health services. An efficient patient flow can improve the quality of services and the utilization of resources. A smart environment could facilitate the experience of individuals within a physical space, such as a hospital. Meanwhile, a smart healthcare environment could improve patient flow through an efficient scheduling policy and the utilization of healthcare resources by an optimized capacity plan. This paper, first, explores a dynamic scheduling policy to improve the patient flow, and an efficient capacity scheme based on the varying patient flow. This scheduling policy and the capacity scheme can be built in a smart hospital environment through wireless sensor networks and smart healthcare systems. The research applies a formal modeling approach that can provide a quantitative analysis of systems. This approach, performance evaluation process algebra, can give strict definitions for the patient flow in order to model the dynamic scheduling policy and the capacity scheme; moreover, it provides a scalable performance analysis by the fluid flow approximation. Finally, this paper is concerned with how formal method might be used to model and analyze the scheduling policy and the capacity plan on improving the healthcare service before deployment.
机译:改善患者流量是改善医疗服务的一种方式。高效的患者流程可以提高服务质量和资源利用。智能环境可以促进个人在物理空间(例如医院)中的体验。同时,智能医疗环境可以通过有效的调度策略来改善患者流量,并通过优化的容量计划来改善医疗资源的利用。本文首先探讨了一种动态调度策略以改善患者流量,并根据患者流量的变化制定了有效的容量计划。可以通过无线传感器网络和智能医疗系统在智能医院环境中构建此调度策略和容量方案。该研究采用了一种正式的建模方法,该方法可以提供系统的定量分析。这种方法,即绩效评估过程代数,可以为患者流程提供严格的定义,以便为动态调度策略和能力计划建模。此外,它通过流体流量逼近提供可扩展的性能分析。最后,本文关注如何使用正式方法对部署之前改善医疗服务的调度策略和容量计划进行建模和分析。

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