Unlock instant, AI-driven research and patent intelligence for your innovation.

First order calculation method based on commodity static attributes and commodity distribution conditions

A technology of static attributes and commodities, applied in the information field, can solve the problem of not being able to consider many attributes of commodities at the same time.

Pending Publication Date: 2020-10-23
杭州览众数据科技有限公司
View PDF0 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

At present, humans only use a simple linear relationship to describe the relationship between distribution stores and sales and cannot simultaneously consider many attributes of the product itself

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • First order calculation method based on commodity static attributes and commodity distribution conditions
  • First order calculation method based on commodity static attributes and commodity distribution conditions
  • First order calculation method based on commodity static attributes and commodity distribution conditions

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0023] Describe the present invention in detail below in conjunction with accompanying drawing, accompanying table, purpose and effect of the present invention will become more obvious. Considering the actual situation, the present invention uses the random forest algorithm to train the model according to the static attributes of historical commodities, sales data, order data, and distribution store data, so as to predict the sales volume of the first order within the sales period, and combine the business after obtaining the prediction results The rules calculate the safety stock to calculate the recommended quantity of the first order, and then calculate the suggested quantity of the first order to the size according to the order size ratio.

[0024] Such as figure 1 As shown in , the first order calculation method based on the static attributes of the product and the distribution situation includes the following steps:

[0025] Step 1: First obtain the product static attri...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses a first order calculation method based on commodity static attributes and commodity distribution conditions. According to the invention, static attributes of historical commodities are determined; according to sales data, ordering data and distribution store data, a model is trained by using a random forest algorithm, so that the sales volume of a first order meeting the sales duration is predicted, after a prediction result is obtained, safety inventory is calculated in combination with a service rule to calculate the suggested volume of the first order, and then the suggested volume of the first order of the size is calculated according to the ordering size ratio. According to the invention, scientific referenceable suggestions are provided for the first production scheduling after the enterprise determines the ordering party. According to the invention, static attributes of commodities are comprehensively considered; the influence of the distribution store number and the order quantity on the sales condition of the commodities in a certain period of time is avoided; and then the first order result of the size granularity is output in combination with theservice rule, reliable suggestions are provided for first order segmentation of the service part, sales target management and supply planning of enterprises are facilitated, and the method plays an important role in reducing the risk of shortage of goods and the risk of inventory.

Description

technical field [0001] The invention belongs to the field of information technology, and in particular relates to a first order calculation method based on the static attributes of commodities and distribution conditions. Background technique [0002] With the development of computer technology, computer networks and management systems have been applied to almost all aspects of the retail industry, and artificial intelligence technology has also played a significant role in clothing companies. The first order refers to the first order output of a clothing enterprise. For traditional order-based clothing enterprises, it will be a big problem to calculate the first order completely according to the order quantity. If the orderer makes a mistake in predicting the popularity of the product, there may be a risk of inventory backlog or out-of-stock. Therefore, after the order meeting, the first order needs to be further calculated and distributed according to the estimated sales ...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): G06Q30/02G06Q30/06
CPCG06Q30/0202G06Q30/0635Y02P90/30
Inventor 王一君陈灿陈迪吴珊珊
Owner 杭州览众数据科技有限公司