Modeling and Solving the Fuel Distribution Problem with Unloading Precedence and Loading Sequence Considerations

Androutsopoulos, Konstantinos N. and Zografos, K. G. (2024) Modeling and Solving the Fuel Distribution Problem with Unloading Precedence and Loading Sequence Considerations. Annals of Operations Research, 332 (1): 1. pp. 909-947. ISSN 0254-5330

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Abstract

This paper presents a real-world liquid fuel distribution problem involving a heterogeneous fleet of multi-compartment vehicles servicing a set of orders of different fuels. Two new features are introduced that affect significantly the performance of the fuel distribution process in terms of safety and efficiency: (i) loading trucks so that the payload remains balanced throughout each phase of a delivery route, and (ii) sequencing the requests for loading trucks at the depot loading facilities. A Mixed Integer Programming formulation is presented and an Adaptive Large Neighbourhood Search algorithm with various novel features is developed and benchmarked. A new loading model is formed and solved for allocating the ordered items (fuel) to vehicle compartments, as part of constructing/repairing delivery routes. The computational performance of the proposed solution approach has been tested on a series of benchmark problems. Moreover, a series of experiments were performed in order to assess the effect of the balanced loading constraints on the traveled distance. The results indicate that the effect of this type of constraint on the total traveled distance is kept at a reasonable level, reaching a maximum increase of 4.37%. The computational tools presented in this work may accommodate the dispatchers’ work in producing efficient and safe delivery routes while managing efficiently any potential bottleneck in the truck loading facilities.

Item Type:
Journal Article
Journal or Publication Title:
Annals of Operations Research
Uncontrolled Keywords:
/dk/atira/pure/subjectarea/asjc/1800/1800
Subjects:
?? adaptive large neighbourhood searchhazardous materialsloading constraintsmultiple compartmentssequencingvehicle routinggeneral decision sciencesmanagement science and operations researchdecision sciences(all) ??
ID Code:
212722
Deposited By:
Deposited On:
11 Jan 2024 15:35
Refereed?:
Yes
Published?:
Published
Last Modified:
16 Jul 2024 12:11