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A production planning method based on big data

A technology of production planning and big data, applied in the field of big data analysis, can solve problems such as uncertainty and inaccurate statistical results

Active Publication Date: 2022-05-10
NANJING UNIV OF POSTS & TELECOMM +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] At present, when most companies launch new products, they usually use questionnaires or organize activities to investigate customers' preference for new products, so as to roughly determine the purchase volume of potential consumers for new products. However, this method has uncertainty, which leads to statistical results Inaccurate;

Method used

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  • A production planning method based on big data

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Experimental program
Comparison scheme
Effect test

Embodiment 1

[0060] This embodiment provides a production planning method based on big data, such as figure 1 shown, including:

[0061] Step 1: Obtain the basic information of the designed new product, and search for the same type of target product as the designed new product based on big data;

[0062] Step 2: Obtain sales data of the target product based on big data, and perform sales forecast analysis on the designed new product based on the sales data;

[0063] Step 3: Determine the production plan of the designed new product based on the analysis results.

[0064] In this embodiment, the basic information of the new product includes the type of the new product, the material information used by the new product, and the shape and appearance information of the new product, such as whether the new product belongs to food or daily necessities.

[0065] In this embodiment, the target product refers to a product of the same type as the new product, for example, the new product is a plasti...

Embodiment 2

[0071] On the basis of the above-mentioned embodiment 1, this embodiment provides a production planning method based on big data. In step 1, the basic information of the designed new product is obtained, including:

[0072] Send an information acquisition request to the product manufacturing terminal based on the big data, wherein the information acquisition request includes the feature label of the new product designed;

[0073] The product manufacturing terminal scans the feature label based on a preset scanning device to obtain a feature code carried in the feature label, wherein the feature code corresponds to product information;

[0074] Querying the basic information of the new product designed corresponding to the feature code in the preset product information database based on the feature code;

[0075] Wherein, the basic information of the new product of the design includes the product name, product specification, proposed selling price of the product and the manufac...

Embodiment 3

[0083] On the basis of the above-mentioned embodiment 1, this embodiment provides a production planning method based on big data. In step 1, the target product of the same type as the new product of the design is searched based on the big data, including:

[0084] Obtaining the basic information of the designed new product, and determining the target product type to which the designed new product belongs based on the basic information of the designed new product;

[0085] Obtaining a product relationship map of the target product type on the current market based on big data, and determining product information of each product contained in the product relationship map based on the product relationship map;

[0086] Based on preset rules, determining the first feature vector in the basic information of the designed new product and the second feature vector in the product information of each product;

[0087] Constructing a correlation calculation model, and inputting the first f...

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Abstract

The present invention provides a production planning method based on big data, the method comprising: acquiring basic information of a designed new product, and searching for a target product of the same type as the designed new product based on big data; Sales data of the target product, and based on the sales data, perform sales forecast analysis on the designed new product; determine the production plan of the designed new product based on the analysis results. By analyzing the sales data of the same type of products, the production plan corresponding to the new product can be accurately formulated, which improves the accuracy of the production plan formulation and provides guarantee for the enterprise when producing new products.

Description

technical field [0001] The invention relates to the technical field of big data analysis, in particular to a production planning method based on big data. Background technique [0002] At present, when most companies launch new products, they usually use questionnaires or organize activities to investigate customers' preference for new products, so as to roughly determine the purchase volume of potential consumers for new products. However, this method has uncertainty, which leads to statistical results Inaccurate; [0003] Therefore, the present invention provides a production planning method based on big data, which is used to accurately formulate the production plan corresponding to the new product by analyzing the sales data of the same type of product, which improves the accuracy of the production plan formulation, and also provides enterprises with Guarantees are provided when producing new products. Contents of the invention [0004] The invention provides a produ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06Q10/06G06Q30/02G06Q50/04G06N3/08
CPCG06Q10/06315G06Q30/0201G06Q30/0202G06Q30/0206G06Q50/04G06N3/08Y02P90/30
Inventor 李超褚富强
Owner NANJING UNIV OF POSTS & TELECOMM