Express delivery quantity prediction method and device, computer equipment and storage medium
A forecasting method and computer program technology, applied in the field of big data, can solve the problem of low forecasting accuracy of delivery volume
Pending Publication Date: 2021-05-04
SF TECH
View PDF0 Cites 0 Cited by
- Summary
- Abstract
- Description
- Claims
- Application Information
AI Technical Summary
Problems solved by technology
[0004] Based on this, it is necessary to provide a method, device, computer equipment, and storage medium for express delivery quantity prediction that can improve the delivery quantity prediction accuracy for the technical problem of low delivery quantity prediction accuracy
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 moreImage
Smart Image Click on the blue labels to locate them in the text.
Smart ImageViewing Examples
Examples
Experimental program
Comparison scheme
Effect test
Embodiment Construction
[0059] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.
[0060] The express delivery quantity prediction method provided by this application can be applied to such as figure 1 shown in the application environment. Wherein, the terminal 102 communicates with the server 104 through the network. The server 104 acquires the delivery time data of the express delivery in the previous time interval and the predicted receipt data of the express delivery in different time periods in the previous time interval, and determines the actual receipt data and actual delivery data in different time periods according to the delivery time data. ...
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
Login to View More Abstract
The invention relates to an express delivery quantity prediction method and device, computer equipment and a storage medium. The method comprises the following steps: obtaining receiving and sending time data of express items in a previous time interval and predicted receiving amounts and predicted sending amounts of the express items in different time periods in the previous time interval, determining actual receiving amounts and actual sending amounts in different time periods, receiving prediction errors and sending prediction errors according to the receiving and sending time data, determining time consumption distribution data of different delivery task types according to the delivery task types corresponding to the receiving and delivery time data, obtaining a delivery quantity prediction correction value of the next time interval according to the receiving prediction errors of different time periods and the time consumption distribution data of various delivery task types, obtaining an initial prediction delivery quantity corresponding to the next time interval, and updating the initial predicted delivery amount according to the delivery prediction error and the delivery amount prediction correction value to obtain an updated predicted delivery amount. By adopting the method, the more accurate predicted delivery amount can be obtained.
Description
technical field [0001] The present application relates to the field of big data technology, in particular to a method, device, computer equipment and storage medium for predicting the amount of express deliveries. Background technique [0002] With the rapid development of the logistics industry, in the express delivery business, the requirements for the delivery efficiency of express delivery are getting higher and higher. The impact of incoming mail volume. [0003] In traditional technology, most of the methods for predicting the volume of express delivery use historical data to predict the sequence of receipt volume and delivery volume respectively, ignoring the impact of the volume of express delivery on delivery volume, resulting in the prediction of delivery volume The precision is lower. Contents of the invention [0004] Based on this, it is necessary to provide a method, device, computer equipment, and storage medium for express delivery volume prediction that ...
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
Login to View More IPC IPC(8): G06Q10/04G06Q10/08
CPCG06Q10/04G06Q10/083
Inventor 李凤化文文许胜苏德嘉湛长兰王本玉
Owner SF TECH