Transport capacity scheduling method and device, computer equipment and computer readable storage medium

A dispatch plan and capacity technology, applied in the field of vehicles, can solve problems such as low dispatch efficiency, waste of resources, and lack of geo-fence capacity, and achieve the effects of avoiding capacity shortage, increasing dispatch efficiency, and improving early warning and operational capabilities.

Pending Publication Date: 2021-03-09
深圳依时货拉拉科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The existing capacity scheduling method will have the problem of low scheduling efficiency
When the order volume of a certain geofence increases significantly, the shipping capacity of the geofence will be in a state of shortage, and a large number of orders cannot be successfully matched, resulting in a backlog of orders, poor user experience, and even cancellation of orders
However, in some areas, there is a surplus of transportation capacity, resulting in some vehicles being idle, and the transportation capacity is not effectively utilized, resulting in waste of resources

Method used

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  • Transport capacity scheduling method and device, computer equipment and computer readable storage medium
  • Transport capacity scheduling method and device, computer equipment and computer readable storage medium
  • Transport capacity scheduling method and device, computer equipment and computer readable storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0054] figure 2 A flow chart of the capacity scheduling method according to Embodiment 1 of the present application is schematically shown. It can be understood that this method embodiment can be executed on a big data real-time computing platform, and the flowchart of this method embodiment is not used to limit the sequence of execution steps.

[0055] Such as figure 2 As shown, the capacity scheduling method may include steps S200-S208, wherein:

[0056] Step S200, obtaining order data and historical track data of the vehicle, and extracting geo-fence features and vehicle features;

[0057] Optionally, the acquiring order data and historical track data of the vehicle, and extracting geo-fence features and vehicle features include:

[0058] Store the order data accumulated in the business history and the historical track information of the vehicle into the data warehouse, and partition according to the order time and track time;

[0059] Feature extraction is performed ...

Embodiment 2

[0117] image 3 Schematically shows a block diagram of an apparatus for capacity scheduling according to Embodiment 2 of the present application, the apparatus for capacity scheduling can be divided into one or more program modules, one or more program modules are stored in a storage medium, and are composed of Executed by one or more processors to complete the embodiments of the present application. The program modules referred to in the embodiments of the present application refer to a series of computer program instruction segments capable of accomplishing specific functions. The following description will specifically introduce the functions of each program module in this embodiment.

[0118] Such as image 3 As shown, the capacity scheduling device 300 may include an acquisition module 310, a calculation module 320, a matching module 330, a formulation module 340 and a synchronization module 350, wherein:

[0119] The obtaining module 310 is used to obtain order data an...

Embodiment 3

[0132] Figure 4 A schematic diagram of a hardware architecture of a computer device suitable for implementing the capacity scheduling method according to Embodiment 3 of the present application is schematically shown.

[0133]In this embodiment, the computer device 400 can be used as a provider network or a component of the provider network, and the computer device 400 can be, for example, a virtual machine host process and one or more virtual machine instances, or a rack server, Blade servers, tower servers or rack servers (including independent servers, or server clusters composed of multiple servers), etc.

[0134] In this embodiment, the computer device 400 may also be used as a mobile terminal or as a component of the mobile terminal. When the computer device 400 is a mobile terminal or constitutes a component of a mobile terminal, the computer device 400 may be, for example, a smart phone, a computer, a projector, a set-top box, and the like.

[0135] In this embodime...

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PUM

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Abstract

The embodiment of the invention discloses a transport capacity scheduling method and device, computer equipment and a computer readable storage medium, and the method comprises the steps: obtaining order data and historical track data of a vehicle, and extracting geofence features and vehicle features; calculating and classifying the accessed order data and the track data of the vehicle in real time; predicting fences with insufficient transport capacity or excessive transport capacity according to the geofence characteristics, and matching fence vehicles in real time; formulating a schedulingplan according to the matched vehicle and fence information, the scheduling plan being a mapping table from the vehicle to a geofence; and synchronizing the scheduling plan to an operation system, and making a scheduling strategy and finishing final scheduling by the operation system. Therefore, the scheduling efficiency is improved, transport capacity scheduling is completed in advance, and thehigh matching failure rate caused by transport capacity shortage and excess transport capacity is avoided. And in historical big data operation, the data value is exerted, and the early warning and operation capability of the scheduling system is improved.

Description

technical field [0001] The embodiments of the present application relate to the field of vehicles, and in particular, to a capacity scheduling method, device, computer equipment, and computer-readable storage medium. Background technique [0002] The most common transportation capacity is taxis, private cars and trucks, and the larger ones include ships, trains and planes, which can help users complete the transportation needs of people and things. Capacity scheduling is a very important link in the logistics industry and travel scenarios. It matches people and vehicles or goods and vehicles, and then dispatches capacity to the corresponding geo-fences to fulfill user travel and cargo transportation needs. [0003] In the early days of taxi or delivery, more offline methods were used, taxis were hailed on the side of the road, and delivery was done on the spot where there were truck drivers to confirm the transaction. With the development of Internet technology and the popu...

Claims

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Application Information

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IPC IPC(8): G06Q10/06G06Q10/08G06Q30/06G06Q50/26G06F16/28G06K9/62
CPCG06Q10/06311G06Q10/083G06Q10/06393G06Q50/26G06Q30/0635G06F16/284G06F18/22
Inventor 黄政
Owner 深圳依时货拉拉科技有限公司
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