THE MULTI-PERIOD ELECTRIC HOME HEALTHCARE ROUTEING AND SCHEDULING PROBLEM WITH NONLINEAR CHARGING

IF 0.5 4区工程技术 Q4 ENGINEERING, INDUSTRIAL

South African Journal of Industrial Engineering Pub Date : 2020-08-30 DOI:10.7166/31-2-2153

Mehmet Erdem

引用次数: 1

Abstract

Electric vehicles (EVs) offer ideal opportunities to reduce the negative effects of transport. Demographic changes have led to an increase in the demand for home healthcare services and the transporting of healthcare staff. This paper is an attempt to introduce and address the multi-period electric home healthcare routeing and scheduling problem with nonlinear charging (E-HHCRSP-NL) to handle decisions such as allocating the EVs used by healthcare staff for clients based on their characteristics, determining the EV routes, tracking their charge state, and choosing the most convenient charging locations. The problem is solved using a newly developed hybrid evolutionary variable neighbourhood search algorithm (HE-VNS). The computational results of the newly created instances indicate the effectiveness of the proposed approach.

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非线性充电的多周期电力家庭医疗路线与调度问题

电动汽车为减少交通带来的负面影响提供了理想的机会。人口结构的变化导致对家庭医疗服务和医护人员运输的需求增加。本文试图引入并解决具有非线性充电的多周期电动家庭医疗保健路线和调度问题（E-HHCRSP-NL），以处理决策，如根据客户的特点为客户分配医护人员使用的电动汽车，确定电动汽车路线，跟踪其充电状态，以及选择最方便的充电位置。使用新开发的混合进化变量邻域搜索算法（HE-VNS）来解决该问题。新创建的实例的计算结果表明了该方法的有效性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

South African Journal of Industrial Engineering 工程技术-工程：工业

CiteScore

1.10

自引率

20.00%

发文量

审稿时长

6 weeks

期刊介绍： The South African Journal of Industrial Engineering (SAJIE) publishes articles with the emphasis on research, development and application within the fields of Industrial Engineering and Engineering and Technology Management. In this way, it aims to contribute to the further development of these fields of study and to serve as a vehicle for the effective interchange of knowledge, ideas and experience between the research and training oriented institutions and the application oriented industry. Articles on practical applications, original research and meaningful new developments as well as state of the art surveys are encouraged.