Power generation side electricity price quotation method and device based on artificial intelligence, storage medium and electronic equipment

A technology on the artificial intelligence and power generation side, which is applied in market forecasting, instruments, data processing applications, etc., to achieve the effect of improving the speed of optimization

Active Publication Date: 2021-07-23
YGSOFT INC +1
View PDF9 Cites 7 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The embodiment of this application provides an artificial intelligence-based power generation side electricity price quotation method, device, storage medium and electronic equipment, which can solve the problem of maximizing power generation profits

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
  • Power generation side electricity price quotation method and device based on artificial intelligence, storage medium and electronic equipment
  • Power generation side electricity price quotation method and device based on artificial intelligence, storage medium and electronic equipment
  • Power generation side electricity price quotation method and device based on artificial intelligence, storage medium and electronic equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0029] In order to make the purpose, technical solution and advantages of the present application clearer, the embodiments of the present application will be further described in detail below in conjunction with the accompanying drawings.

[0030] When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary embodiments do not represent all implementations consistent with this application. Rather, they are merely examples of apparatuses and methods consistent with aspects of the present application as recited in the appended claims.

[0031] In the description of the present application, it should be understood that the terms "first", "second" and so on are used for descriptive purposes only, and should not be understood as indicating or implying relative importance. Those of ordinary skill in the art can unde...

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 embodiment of the invention discloses a power generation side electricity price quotation method and device based on artificial intelligence, a storage medium and electronic equipment, and belongs to the field of electric power measurement. First, artificial intelligence technology is used to predict node marginal electricity price of an integrated learning framework based on a decision tree. The power price distribution of different confidence intervals is obtained according to a quantile regression method, then a quotation decision-making model is constructed in combination with unit physical constraints and price scenes, optimal parameters of the quotation decision-making model are solved in combination with an intelligent technology, and the optimization speed is increased by introducing a momentum theory. Finally, according to different electricity price scenes, different quantity-cost-benefit schemes are established for comparison, so that an effective evaluation basis is provided for reasonable quotation making and risk management of a power generation side.

Description

technical field [0001] The present application relates to the field of power metering, and in particular to an artificial intelligence-based electricity price quotation method, device, storage medium and electronic equipment at the power generation side. Background technique [0002] In order to ensure the safe and stable operation of the power grid, promote the consumption of clean energy, and meet the real-time balance between system supply and demand, the National Development and Reform Commission selected eight provinces including Guangdong and Shanxi as the first batch of pilots for domestic electricity spot market transactions. The domestic day-ahead (i.e., spot) market trading power generation side mainly adopts the form of segmented quantity reporting and quotation, and the user side reports quantity without quotation. The time-of-use power generation output curve and node marginal electricity price are obtained through optimization calculations. In this context, acc...

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
Patent Type & Authority Applications(China)
IPC IPC(8): G06Q30/02G06Q50/06G06N20/20
CPCG06Q30/0206G06Q50/06G06N20/20Y04S50/14
Inventor 张荣权宋小松颜文涛陈志欣
Owner YGSOFT INC
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

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

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap