Charging pile distribution method and related equipment thereof

Abstract

The invention discloses a charging pile distribution method and related equipment, and the method comprises the steps: obtaining the current state data of at least one target vehicle and the current charging data of at least one target charging pile; firstly, inputting current state data of at least one target vehicle and current charging data of at least one target charging pile into a reinforcement learning model, and obtaining a charging pile distribution result output by the reinforcement learning model is obtained, wherein the charging pile distribution result can represent a matching relationship between at least one target vehicle and at least one target charging pile; and obtaining a charging feedback result of the at least one target vehicle, updating the reinforcement learning model according to the charging feedback result of the at least one target vehicle, and returning to execute the steps of obtaining the current state data of the at least one target vehicle and the current charging data of the at least one target charging pile and performing subsequent steps, until a preset stop condition is reached. Therefore, the distribution rationality of the charging piles canbe effectively improved.

Description

technical field [0001] The present application relates to the technical field of data processing, and in particular to a method for allocating charging piles and related equipment. Background technique [0002] With the popularity of electric vehicles, electric vehicles have become a common mode of transportation for people to travel. Wherein, due to the limited power of the electric vehicle, people need to use the charging pile to charge the electric vehicle during the use of the electric vehicle. [0003] In some cases, due to the limited number of charging piles, when a large number of electric vehicles need to use charging piles for charging, it is easy to cause uneven distribution of charging piles, resulting in a lot of vehicles in some charging piles while others are almost idle. state, resulting in longer charging queues for some electric vehicles and lower usage rates for some charging piles. It can be seen that how to reasonably allocate charging piles has become...

AI Technical Summary

Problems solved by technology

[0003] In some cases, due to the limited number of charging piles, when a large number of electric vehicles need to use charging piles for charging, it is easy to cause uneven distribution of charging piles, resulting in a lot of vehicles in some charging piles while others are almost idle. state, resulting in long charging queues for some electric vehicles and low utilization of some charging piles

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