Designing Clusters of Distribution Area and Delivery Route for Maximizing the Vehicle Utilization and Minimizing the Workload Gap and Transportation Cost

Santoso, Amelia and Parung, Joniarto and Prayogo, Dina Natalia and Winardi, Winardi (2021) Designing Clusters of Distribution Area and Delivery Route for Maximizing the Vehicle Utilization and Minimizing the Workload Gap and Transportation Cost. Operations and Supply Chain Management: An International Journal (OSCM), 14 (4). pp. 536-544. ISSN 1979-3561; EISSN: 2579-9363

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Abstract

This paper deals with determining vehicle routes in product distribution from a distributor to a large number of retailers in a vast distribution area. To determine the vehicle routes in a vast distribution area and a large number of retailers that have to be served causes the VRP model to become complicated. Therefore, this paper applies the cluster first-route second concept to design a distribution system in two stages. The first stage is to cluster the distribution area based on the distance between retailers. The second stage is to determine a vehicle route for each cluster using the multi-objective vehicle routing problem with time window and balanced driver workload (VRPTWBW) approach. The proposed VRPTWBW model has three objectives, i.e., (i) to minimize the number of assigned vehicles, (ii) to minimize the total delivery time, and (iii) to balance the driver workload. This second stage starts once the clusters of the distribution area are set. Contrasted with the current practice in the company, this proposed model offers the significant impacts: (i) the reduction of workload gap among driver about 29% (from 2.59 hours to 1.83 hours); (ii) the increased of vehicle utility by 44% (from 30% to 43%), and (iii) the increase savings of two-week course fees of IDR. 11 million (about 23.84%).

Item Type:	Article
Uncontrolled Keywords:	cluster first – route second, VRP time windows balance workload, distribution systems, workload balance
Subjects:	T Technology > T Technology (General)
Divisions:	Faculty of Engineering > Department of Industrial Engineering
Depositing User:	Ester Sri W. 196039
Date Deposited:	19 Oct 2021 06:48
Last Modified:	02 Feb 2022 02:18
URI:	http://repository.ubaya.ac.id/id/eprint/40580

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