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Shared car auxiliary vehicle configuration method, electronic device and storage medium

A technology for car sharing and vehicle configuration, which is applied in vehicle-related fields to achieve optimal configuration

Active Publication Date: 2022-03-22
BEIJING DIDI INFINITY TECH & DEV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] Based on this, it is necessary to provide a shared car auxiliary vehicle configuration method, electronic equipment and storage medium for the technical problem of using manual experience to configure auxiliary vehicles in the prior art

Method used

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  • Shared car auxiliary vehicle configuration method, electronic device and storage medium
  • Shared car auxiliary vehicle configuration method, electronic device and storage medium
  • Shared car auxiliary vehicle configuration method, electronic device and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0080] Such as figure 1 Shown is a working flow chart of a shared car auxiliary vehicle configuration method according to an embodiment of the present invention, including:

[0081] Step S101, based on the cluster analysis of the geographical data of the auxiliary vehicle and the user's browsing data of the auxiliary vehicle, dividing a plurality of resource allocation areas;

[0082] Step S102, assign the auxiliary vehicle to each resource allocation area based on historical operation data.

[0083] Specifically, step S101 determines a plurality of resource allocation regions based on the geographic data of the auxiliary vehicle and the user's cluster analysis of the browsing data of the auxiliary vehicle. The method of cluster analysis can be implemented by using existing clustering schemes, such as clustering algorithms such as meanshift and nearest neighbor algorithm. Since the resource allocation area is obtained through clustering in combination with geographical data ...

Embodiment 2

[0086] Such as figure 2 Shown is a work flow diagram of a shared car auxiliary vehicle configuration method according to the second embodiment of the present invention, including:

[0087] Step S201, acquiring geographical data of the auxiliary vehicle, performing cluster analysis on the geographical data of the auxiliary vehicle, and dividing geographical data cluster areas.

[0088] Specifically, geographic data includes where the assisting vehicle is located, such as latitude and longitude data.

[0089] After the geographic data is collected, the above data can be uploaded to the server, and the above data can also be automatically converted into text data, and the text data can be used for subsequent processing.

[0090] Preferably, the geographic data is clustered using the meanshift algorithm.

[0091] The meanshift algorithm is to find the local extremum (center point) in the density distribution of a set of data through iterative operation. Specifically, a point s...

Embodiment 3

[0111] Such as image 3 Shown is a work flow chart of a shared car auxiliary vehicle configuration method according to the third embodiment of the present invention, including:

[0112] Step S301, based on the cluster analysis of the geographical data of the auxiliary vehicle and the browsing data of the auxiliary vehicle by the user, a plurality of resource allocation areas are divided.

[0113] Step S302, based on the historical operation data, determine the number of the auxiliary vehicles in each resource allocation area.

[0114] In one of the embodiments, the auxiliary vehicles include auxiliary vehicles of multiple vehicle categories, and the determination of the number of auxiliary vehicles in each resource allocation area based on historical operation data specifically includes:

[0115] The quantity of each vehicle category of the auxiliary vehicles in each resource allocation area is determined based on historical operation data.

[0116] In one of the embodiments...

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PUM

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Abstract

The invention discloses a shared car auxiliary vehicle configuration method, electronic equipment and a storage medium. The method includes: dividing a plurality of resource configuration areas based on geographical data of auxiliary vehicles and cluster analysis of user browsing data on auxiliary vehicles; Operating data, assigning the auxiliary vehicle to each resource allocation area. A shared car auxiliary vehicle configuration method, characterized in that it includes: based on the geographic data of the auxiliary vehicle and the cluster analysis of the user's browsing data on the auxiliary vehicle, dividing a plurality of resource allocation areas; based on historical operation data, for each The resource allocation area allocates the auxiliary vehicles.

Description

technical field [0001] The invention relates to the field of vehicle-related technologies, in particular to a car-sharing auxiliary vehicle configuration method, electronic equipment and a storage medium. Background technique [0002] With the development of shared car services, more and more types of services have also been expanded, such as rental vehicles, vehicle repairs, vehicle maintenance, etc. [0003] In order to ensure the operation of shared cars, it is necessary to provide various types of auxiliary vehicles for shared cars, such as mobile charging vehicles, maintenance service vehicles, etc. [0004] The existing configuration of auxiliary vehicles is determined based on manual experience, which is very unreliable. Contents of the invention [0005] Based on this, it is necessary to provide a shared car auxiliary vehicle configuration method, electronic equipment and storage media for the technical problem of using manual experience to configure auxiliary veh...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G08G1/01G06Q10/04G06Q10/00G06Q50/10
CPCG08G1/0129G08G1/0137G06Q10/04G06Q10/20G06Q50/10
Inventor 吕伟向舒粲李敏王瑜
Owner BEIJING DIDI INFINITY TECH & DEV