Optimization of electric vehicle distribution path considering profit distribution under the sharing economy

Haipeng Wang; Xiwen Feng

doi:10.1117/12.2683921

14 June 2023 Optimization of electric vehicle distribution path considering profit distribution under the sharing economy

Haipeng Wang, Xiwen Feng

Author Affiliations +

Proceedings Volume 12708, 3rd International Conference on Internet of Things and Smart City (IoTSC 2023）; 127082N (2023) https://doi.org/10.1117/12.2683921
Event: 3rd International Conference on Internet of Things and Smart City (IoTSC 2023）, 2023, Chongqing, China

Abstract

At present, the urban logistics distribution of electric vehicles in the sharing economy has a good development opportunity. Under the premise of vehicle sharing, the bi-level programming method is used to study the location-routing problem of different vehicles in multi-depot considering dynamic energy consumption and profit distribution. This paper considers the influence of the weight of the cargo, the driving distance and the dynamic road network information on the energy consumption of electric vehicles. In order to balance the interests of companies and vehicle owners, a location routing model for electric vehicle distribution is constructed with the objective of minimizing the cost of dispatching vehicles by the company and the minimum energy consumption of the vehicle owners during the whole journey including the return trip, constrained by the hard time window, the maximum vehicle load and the maximum return no-load distance. Design a heuristic algorithm that combines two-layer variable neighborhood search and genetic algorithm to solve the model. The results of case analysis show that the model can obtain satisfactory solutions for companies and vehicle owners. The distribution activities of shared vehicles among multiple distribution centers reduce the total cost of the company, and the vehicle owner completes the distribution task with minimal energy consumption. This paper provides an effective method for solving the location-routing problem of electric logistics distribution network and profit distribution between transportation companies and vehicle owners under the sharing economy.

Citation Download Citation

Haipeng Wang and Xiwen Feng "Optimization of electric vehicle distribution path considering profit distribution under the sharing economy", Proc. SPIE 12708, 3rd International Conference on Internet of Things and Smart City (IoTSC 2023）, 127082N (14 June 2023); https://doi.org/10.1117/12.2683921

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KEYWORDS

Transportation

Roads

Batteries

Mathematical modeling

Mathematical optimization

Design and modelling

Genetic algorithms

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