Method and device for predicting carbon emission, terminal and computer readable storage medium

A carbon emission and carbon emission technology, applied in computer parts, forecasting, calculation, etc., can solve problems such as weak versatility, single carbon emission forecasting method, and inability to achieve carbon emission forecasting, and achieve accurate forecasting results. , the effect of improving power supply efficiency

Pending Publication Date: 2021-08-10
STATE GRID HEBEI ELECTRIC POWER CO LTD +1
View PDF5 Cites 18 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

This technology combines two models - an AREM (Arithmetical Exponent Analysis Model) or a Support Vector Machine(SVM). These techniques help predict future values based on factors like energy usage over different periods during which they are generating CO2-related greenhouse gas emissions. They also include advanced analyzer tools that measure specific aspects such as temperature, pressure, wind speed, etc., allowing them to make informed decisions about how best to develop new sources of electricity. Overall this helps improve power supplies by providing better understanding of their impacts on global environmental issues.

Problems solved by technology

This patented method described for predicting CO 2 emission levels accurately during production can be limited due to its limitations with current techniques used on various industries or regions.

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
  • Method and device for predicting carbon emission, terminal and computer readable storage medium
  • Method and device for predicting carbon emission, terminal and computer readable storage medium
  • Method and device for predicting carbon emission, terminal and computer readable storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0024] In the following description, specific details such as specific system structures and technologies are presented for the purpose of illustration rather than limitation, so as to thoroughly understand the embodiments of the present invention. It will be apparent, however, to one skilled in the art that the invention may be practiced in other embodiments without these specific details. In other instances, detailed descriptions of well-known systems, devices, circuits, and methods are omitted so as not to obscure the description of the present invention with unnecessary detail.

[0025] In order to make the purpose, technical solution and advantages of the present invention clearer, specific embodiments will be described below in conjunction with the accompanying drawings.

[0026] The existing technology provides carbon emission prediction methods in different fields, but the carbon emission prediction schemes in different fields have limitations, and it is impossible to ...

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 is suitable for the technical field of power supply, and provides a method and device for predicting carbon emission, a terminal and a computer readable storage medium, and the method for carbon emission prediction comprises the steps: obtaining historical carbon emission data and enterprise information data within a set time, building an autoregressive moving average (ARMA) model according to the historical carbon emission data and the enterprise information data, and obtaining a linear prediction model of the carbon emission; calculating a residual sequence based on the historical carbon emission data and a prediction result of the linear prediction model; constructing a support vector machine (SVM) according to the residual sequence and the enterprise information data, and obtaining a nonlinear prediction model of the carbon emission; and combining the linear prediction model and the nonlinear prediction model to obtain a target prediction model of the carbon emission. The invention can achieve the prediction of the carbon emission in regional industrial planning and construction, provides a reference basis for the formulation of a power supply strategy, and improves the power supply efficiency.

Description

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

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
Owner STATE GRID HEBEI ELECTRIC POWER CO LTD
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