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Vehicle demand estimation method and device, electronic equipment and storage medium

A demand and vehicle technology, applied in the field of vehicle demand estimation, can solve problems such as low demand accuracy, limited number of riding orders, and inability to fully observe demand

Pending Publication Date: 2022-05-10
摩拜(北京)信息技术有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, in the motorcycle business, due to the particularity of the riding scene, the demand cannot be fully observed. The existing technology uses the sum of the daily cycling outflow of the parking fence and the low power loss of multiple scan codes as the fence’s need
This method is feasible when the supply of vehicles is sufficient, but when the supply of vehicles is insufficient, the number of riding orders will be limited by the supply, because there may be no vehicles in a certain electronic fence, that is, all vehicles are ridden out, but At this time, there are still users who want to ride the vehicle from the electronic fence
[0004] In summary, the existing vehicle demand calculation methods have the possibility of ignoring potential demand, resulting in low accuracy of calculated demand

Method used

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  • Vehicle demand estimation method and device, electronic equipment and storage medium
  • Vehicle demand estimation method and device, electronic equipment and storage medium
  • Vehicle demand estimation method and device, electronic equipment and storage medium

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Embodiment Construction

[0039] Various exemplary embodiments of the present disclosure will now be described in detail with reference to the accompanying drawings. It should be noted that the relative arrangements of components and steps, numerical expressions and numerical values ​​set forth in these embodiments do not limit the scope of the present invention unless specifically stated otherwise.

[0040] The following description of at least one exemplary embodiment is merely illustrative in nature and in no way taken as limiting the invention, its application or uses.

[0041] Techniques, methods and devices known to those of ordinary skill in the relevant art may not be discussed in detail, but where appropriate, such techniques, methods and devices should be considered part of the description.

[0042] In all examples shown and discussed herein, any specific values ​​should be construed as exemplary only, and not as limitations. Therefore, other instances of the exemplary embodiment may have di...

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Abstract

The embodiment of the invention provides a vehicle demand estimation method and device, electronic equipment and a storage medium, and relates to the technical field of vehicle demand estimation, and the method comprises the steps: obtaining historical order data in a parking fence, and building a demand estimation model according to the historical order data, the historical order data comprises a vehicle outflow quantity and a vehicle supply quantity; performing estimation calculation on the sample data to obtain an outflow estimation value; training the demand estimation model according to the outflow estimation value to obtain a trained demand estimation model; and obtaining a vehicle demand estimation value according to the trained demand estimation model.

Description

technical field [0001] Embodiments of the present disclosure relate to the technical field of vehicle demand estimation, and more specifically, relate to a vehicle demand estimation method, device, electronic equipment, and storage medium. Background technique [0002] In the cycling business of shared bicycles, there are three supply and demand states in the supply and demand of bicycles: oversupply, undersupply, and balance between supply and demand. When the supply and demand are in different states, the actions to be taken and the optimization goals are different. Estimating demand is an important part of realizing supply and demand diagnosis, describing the current situation of supply and demand matching in the operation area, and then guiding the downstream to achieve better scheduling. [0003] In the dispatching scenario of the bicycle business, it is necessary to estimate the gap in the cycling demand of the parking fence in the future. This gap is used as a key fa...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/02G06Q10/06
CPCG06Q30/0202G06Q10/067
Inventor 陈晓莹林剑峰雷德龙
Owner 摩拜(北京)信息技术有限公司