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中国大型公立医院日间手术调度与优化:一个三工位作业车间调度问题。

Day Surgery Scheduling and Optimization in Large Public Hospitals in China: A Three-Station Job Shop Scheduling Problem.

机构信息

Institute of Hospital Management, West China Hospital, Sichuan University, Chengdu 610041, China.

Department of Industry Engineering, Business School, Sichuan University, Chengdu 610041, China.

出版信息

J Healthc Eng. 2022 Jul 30;2022:1149657. doi: 10.1155/2022/1149657. eCollection 2022.

Abstract

Day surgery scheduling allocates hospital resources to day surgical cases and decides on the time to perform the surgeries in the day surgery center (DSC). Based on the day surgery service process of large public hospitals in China, we found that the service efficiency of the process depends on the utilization of hospital resources efficiently and could be optimized through day surgery scheduling. We described it as a flexible flow shop owing to the three-station nature of surgery. Allocating all types of hospital resources to the three stations and determining the length of time for each stage during surgery are crucial to improving the efficiency of DSC. This paper integrates a three-station job shop scheduling problem (JSSP) into the day surgery scheduling and optimization problem. The JSSP was formulated as a mixed-integer linear programming model, and the elicitation of the model for scheduling surgeries with different priorities in the DSC is discussed. The model illustrated a case study of the DSC within West China Hospital (WCH). Numerical experiments based on the genetic algorithm design were conducted. Compared to the other optimization strategies, we proposed that the three-station job shop scheduling strategy (TSJS) could not only improve the efficiency and reduce the waiting time of the patients of the DSC in large public hospitals in China but also allow for timely scheduling adjustments during the advent of emergency surgeries.

摘要

日间手术排程将医院资源分配给日间手术病例,并决定在日间手术中心(DSC)进行手术的时间。基于中国大型公立医院的日间手术服务流程,我们发现该流程的服务效率取决于高效利用医院资源,可以通过日间手术排程进行优化。由于手术具有三站式性质,我们将其描述为灵活的流水作业。将所有类型的医院资源分配到三个站点,并确定手术每个阶段的时间长度,对提高 DSC 的效率至关重要。本文将三站作业车间调度问题(JSSP)纳入日间手术调度和优化问题中。JSSP 被制定为混合整数线性规划模型,并讨论了为 DSC 中具有不同优先级的手术进行调度的模型启发式算法。该模型说明了华西医院(WCH)DSC 的一个案例研究。基于遗传算法设计进行了数值实验。与其他优化策略相比,我们提出三站作业车间调度策略(TSJS)不仅可以提高中国大型公立医院 DSC 的效率,减少患者的等待时间,还可以在急诊手术出现时及时进行调度调整。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a4b7/9356910/a4ca2e04a41e/JHE2022-1149657.001.jpg

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