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A method for automatic sales data adjustment based on big data

A technology for automatic vending and data adjustment, which is applied in market data collection, electronic digital data processing, special data processing applications, etc. The effect of maintenance costs

Active Publication Date: 2021-12-17
枣庄职业学院
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, the placement of vending machines requires a lot of manpower and material resources for maintenance. If the place of placement is not good, and the products sold do not meet the needs of people at the placement point, the cost of vending machines will be greatly increased; It is difficult to monitor and evaluate artificially due to the characteristics of scattered places and unfixed sales time; at present, the placement of vending machines and the selection of products are mostly based on experience, and there is no more accurate data for evaluation

Method used

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  • A method for automatic sales data adjustment based on big data

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Experimental program
Comparison scheme
Effect test

Embodiment 1

[0036] Include the following steps:

[0037] S1: Pre-select the location of the vending machine first, and select the location in the office, such as office buildings, foreign-funded enterprises, and large company offices. The flow of people in such areas is relatively concentrated; there are several vending machines scattered in the pre-set area;

[0038] It also includes a cloud platform, and the cloud platform communicates with the automatic vending machine; the automatic vending machine is used to collect various data of relevant purchasers, which belongs to the data collection terminal; the automatic vending machine realizes data transmission through the communication module and the cloud platform; the communication Modules include 4G network, 5G network, wifi module, etc.;

[0039] The vending machine has a diffuse reflection sensor for statistics. The diffuse reflection sensor includes an infrared emitting circuit and an infrared receiving circuit; the electronic signal...

Embodiment 2

[0075] Include the following steps:

[0076] S1: Pre-select the place where the vending machine will be placed. The place is selected at the school site, and the place is placed at the entrance of the library and the entrance of the basketball court respectively; there are several vending machines scattered in the pre-set area;

[0077] It also includes a cloud platform, and the cloud platform communicates with the automatic vending machine; the automatic vending machine is used to collect various data of relevant purchasers, which belongs to the data collection terminal; the automatic vending machine realizes data transmission through the communication module and the cloud platform; the communication Modules include 4G network, 5G network, wifi module, etc.;

[0078] The vending machine has a diffuse reflection sensor for statistics. The diffuse reflection sensor includes an infrared emitting circuit and an infrared receiving circuit; the electronic signal of the diffuse refl...

Embodiment 1 and Embodiment 2

[0116] It also includes the image collection of the surrounding environment of the vending machine and the flow of people to further select the fitting coefficient C1, fitting coefficient C2, and fitting coefficient C3 to improve the accuracy of data collection of the vending machine and make it easier for merchants to evaluate the area's automatic Profit opportunities and machine modification opportunities of vending machines, improve the ability of vending machines to serve consumers;

[0117] Specific steps are as follows:

[0118] The vending machine collects the population density of the area through the drone, and the drone has a camera for collecting image information; the drone includes a wireless transmission module, and the wireless transmission module is a 4G network, a 5G network, etc.; The man-machine is connected to the cloud platform through the wireless transmission module; the vending machine and the drone are equipped with a GPS positioning module, and the dr...

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PUM

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Abstract

The invention discloses a method for adjusting automatic vending data based on big data, which relates to the field of automatic vending, and comprises the following steps: S1 scatteredly place automatic vending machines in a preset area; S2 count the number of passers α, the number of stays β, and the number of purchasers φ ; S3 mathematically fits the number of people staying β and the number of people passing through α to obtain the fitting coefficient C1, which is used to evaluate whether the placement of the vending machine is reasonable; S4 performs mathematical fitting on the number of non-purchasers θ and the number of people staying β to obtain the fitting coefficient C2 , used to evaluate whether the automatic vending machine is attractive; S5 mathematical fitting of the number of purchasers φ and the number of stays β, and the fitting coefficient C3 is obtained, which is used to evaluate whether the automatic vending machine is easy to operate. The invention uses drones to collect regional crowd data, and uses big data calculations and data fitting to correct the fitting coefficients, evaluate the delivery locations and products, assist managers in judging the market layout, and reduce the cost of automatic vending machines. maintenance costs.

Description

technical field [0001] The invention relates to the field of automatic vending, in particular to a method for adjusting automatic vending data based on big data. Background technique [0002] A vending machine, English name (Vending Machine, VEM), is a machine that can automatically pay according to the coins put in. Vending machine is a common equipment for commercial automation. It is not limited by time and place, which can save manpower and facilitate transactions. It is a new form of commercial retail, also known as a 24-hour micro supermarket. [0003] However, the placement of vending machines requires a lot of manpower and material resources for maintenance. If the place of placement is not good, and the products sold do not meet the needs of people at the placement point, the cost of vending machines will be greatly increased; It is difficult to monitor and evaluate artificially due to the characteristics of scattered locations and unfixed sales time. At present, ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F17/00G06Q30/02G06K9/00G07F9/00
CPCG06Q30/0201G07F9/002G07F9/009
Inventor 冯钰珺于晓丽张赛
Owner 枣庄职业学院