Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Electricity selling package recommendation method and device and storage medium

A recommendation method and package technology, applied in the field of power system, can solve the problem that electricity sales packages cannot be intelligently recommended, and save time and energy.

Pending Publication Date: 2020-05-19
GUODIAN NANJING AUTOMATION
View PDF5 Cites 4 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0006] In order to solve the deficiencies in the prior art, the present invention provides a method, device and storage medium for recommending electricity selling packages, which solves the problem that the electricity selling packages in the electricity market cannot be intelligently recommended

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
  • Electricity selling package recommendation method and device and storage medium
  • Electricity selling package recommendation method and device and storage medium
  • Electricity selling package recommendation method and device and storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0035] The present invention will be further described below in conjunction with the accompanying drawings. The following examples are only used to illustrate the technical solution of the present invention more clearly, but not to limit the protection scope of the present invention.

[0036] Such as figure 1 As shown, a method for recommending electricity sales packages based on the improved XGBoost algorithm includes the following steps:

[0037] Step 1, obtaining original user data from the power system database, and performing data preprocessing on the obtained original user data;

[0038] Extract the detailed data of all power customers with transaction records within a set period (such as the previous year, the first half year) from the power system database, including basic user information, electricity consumption information, transaction information and user portrait information.

[0039] Basic information: including user name or number, contact information;

[0040]...

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 an electricity selling package recommendation method and device and a storage medium, and the method comprises the steps: classifying a user into a corresponding cluster according to the annual declaration quantity characteristics of the user, inputting the related characteristics of the user into a pre-established electricity selling package recommendation model corresponding to the cluster to obtain a package suitable for the user; wherein the electricity selling package recommendation model is pre-established through an improved XGBoost algorithm and a screened inputfeature set, according to the improved XGBoost algorithm, the optimal parameter combination of the XGBoost algorithm is obtained through a genetic algorithm, and then the improved XGBoost algorithm is obtained. According to the invention, the electricity selling package can be intelligently recommended.

Description

technical field [0001] The present invention relates to the technical field of electric power systems, and in particular to a method, equipment and storage medium for recommending electricity sales packages. Background technique [0002] In order to gain an advantage in the competition in the electricity spot market, electricity sales companies provide users with electricity sales business and value-added services in the form of packages. However, with the increase of contracted users, the accumulation of contract information, and the differentiation of user needs, there will be more and more types of packages. Faced with a wide variety of packages, how to intelligently match the most suitable package among the existing packages and recommend it to customers is very important. Aiming at the problem of personalized matching of electricity sales packages, pushing reasonable packages to power users through data mining technology is an effective way to increase the stickiness o...

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): G06Q30/06G06F16/9535G06K9/62G06N3/12
CPCG06Q30/0631G06F16/9535G06N3/126G06F18/2148G06F18/23213
Inventor 张庭玉储方诚朱海东郝浩李鹏刘子良
Owner GUODIAN NANJING AUTOMATION
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic, Popular Technical Reports.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com