Improving access to emergency medical services using advanced air mobility vehicles

IF 2.5 3区 工程技术 Q2 ENGINEERING, INDUSTRIAL Flexible Services and Manufacturing Journal Pub Date : 2023-09-18 DOI:10.1007/s10696-023-09507-9
Julián Alberto Espejo-Díaz, Edgar Alfonso-Lizarazo, Jairo R. Montoya-Torres
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Abstract

Abstract The latest advancements in electric vertical take-off and landing (eVTOL) vehicles indicate that soon this technology will be available in multiple fields. One potential application of this new technology is in emergency medical services. These vehicles will be able to reach emergency sites faster than ground ambulances at lower costs than traditional helicopters. So in the following years, eVTOL vehicles could be used for aeromedical transportation. One crucial decision in implementing such a technology in emergency medical services is the location of their take-off and landing areas (vertiports). In this work, we propose a methodology for locating the vertiports in a healthcare network to improve emergency medical services coverage in hard-to-reach zones. We studied the system performance locating the vertiports for emergency services in existing healthcare facilities or outside them as auxiliary bases. In addition, we evaluated the performance of different operational scenarios regarding the use of emergency eVTOL. To do so, we used data analytics techniques (i.e., clustering algorithms) in conjunction with facility location models. The approach is tested using data from the Auvergne-Rhône-Alpes region in France. Results showed that locating the vertiports in existing healthcare facilities is the best choice in terms of coverage of hard-to-reach zones. However, on average, the response times increased compared to locating the vertiports as auxiliary bases outside the healthcare facilities. Besides, the results indicated that implementing eVTOL vehicles for aeromedical transportation can provide better access to emergency medical services in hard-to-reach zones. Still, the autonomy of such vehicles plays an essential role in their applicability.
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利用先进的空中机动车辆改善获得紧急医疗服务的机会
电动垂直起降(eVTOL)飞行器的最新进展表明,这项技术将很快应用于多个领域。这项新技术的一个潜在应用是紧急医疗服务。这些车辆将能够比地面救护车更快到达紧急地点,成本低于传统直升机。因此,在接下来的几年里,eVTOL飞行器可以用于航空医疗运输。在紧急医疗服务中实施这种技术的一个关键决定是起降区(垂直机场)的位置。在这项工作中,我们提出了一种在医疗保健网络中定位垂直机场的方法,以改善难以到达的地区的紧急医疗服务覆盖率。我们研究了在现有医疗设施内或作为辅助基地的医疗设施外设置应急服务垂直机场的系统性能。此外,我们还评估了使用紧急eVTOL的不同操作方案的性能。为此,我们将数据分析技术(即聚类算法)与设施位置模型结合使用。使用法国Auvergne-Rhône-Alpes地区的数据对该方法进行了测试。结果表明,从覆盖难以到达地区的角度来看,在现有卫生保健设施中设置垂直机场是最佳选择。但是,平均而言,与将垂直机场定位为医疗保健设施之外的辅助基地相比,响应时间增加了。此外,研究结果表明,实施eVTOL飞行器用于航空医疗运输可以更好地为难以到达的地区提供紧急医疗服务。尽管如此,这些车辆的自主性在其适用性方面仍起着至关重要的作用。
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来源期刊
Flexible Services and Manufacturing Journal
Flexible Services and Manufacturing Journal ENGINEERING, MANUFACTURING-OPERATIONS RESEARCH & MANAGEMENT SCIENCE
CiteScore
5.60
自引率
7.40%
发文量
41
审稿时长
>12 weeks
期刊介绍: The mission of the Flexible Services and Manufacturing Journal, formerly known as the International Journal of Flexible Manufacturing Systems, is to publish original, high-quality research papers in the field of services and manufacturing management. All aspects in this field including the interface between engineering and management, the design and analysis of service and manufacturing systems as well as operational planning and decision support are covered. The journal seeks papers that have a clear focus on the applicability in the real business world including all kinds of services and manufacturing industries, e.g. in logistics, transportation, health care, manufacturing-based services, production planning and control, and supply chain management. Flexibility should be understood in its widest sense as a system’s ability to respond to changes in the environment through improved decision making and business development procedures and enabling IT solutions.
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