Paper
7 September 2023 Electric vehicle path optimization study considering electricity and goods distribution
Ting Meng, Hui Zhao
Author Affiliations +
Proceedings Volume 12790, Eighth International Conference on Electromechanical Control Technology and Transportation (ICECTT 2023); 127903H (2023) https://doi.org/10.1117/12.2690034
Event: 8th International Conference on Electromechanical Control Technology and Transportation (ICECTT 2023), 2023, Hangzhou, China
Abstract
As a new type of green transportation, electric vehicle is widely used in a variety of logistics distribution scenarios. And some scholars have begun to use electric vehicles as mobile charging facilities to provide mobile charging services for electric vehicles that need to be charged. However, home charging and fixed charging are still the mainstream modes of electric vehicle charging, and the number of electric vehicles requiring mobile charging services is relatively small, which can not meet the conditions of special supporting mobile charging facilities. Therefore, this paper combines the traditional logistics distribution with the mobile charging service, introduces the electric vehicle which can provide both the goods distribution service and the mobile charging service, proposes the electric vehicle route optimization problem considering the electricity and goods distribution, establishes the integer programming model of the problem, and designs the genetic algorithm to solve it. Finally, the model and algorithm are tested and numerically analyzed based on a Solomon example to verify their effectiveness.
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Ting Meng and Hui Zhao "Electric vehicle path optimization study considering electricity and goods distribution", Proc. SPIE 12790, Eighth International Conference on Electromechanical Control Technology and Transportation (ICECTT 2023), 127903H (7 September 2023); https://doi.org/10.1117/12.2690034
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KEYWORDS
Batteries

Genetic algorithms

Mathematical optimization

Transportation

Power consumption

Algorithm testing

Analytical research

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