Pollutant component prediction method and device, storage medium and electronic equipment
By constructing a target component forecasting model under the component forecasting standard, the problem of low forecasting efficiency of pollutant components in existing technologies is solved, and efficient forecasting of any location and any pollutant component is achieved.
CN120234619BActive Publication Date: 2026-06-163CLEAR SCI & TECH CO LTD +1
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- 3CLEAR SCI & TECH CO LTD
- Filing Date
- 2025-05-29
- Publication Date
- 2026-06-16
AI Technical Summary
Technical Problem
Existing technologies are inefficient in predicting pollutant components, and air quality models cannot effectively predict multiple components, resulting in low forecast efficiency.
Method used
We construct target component forecasting models under various component forecasting standards, and train the initial model using component training data sets and feature sets to achieve forecasting of any location and any pollutant component.
Benefits of technology
It improves the forecasting efficiency of pollutant components, enabling convenient forecasting of target pollutant components and meeting the forecasting needs of any location and any pollutant component.
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Smart Images
Figure CN120234619B_ABST
Abstract
The present application provides a kind of pollutant component prediction method, device, storage medium and electronic equipment, wherein the method comprises: obtaining the component training data set of target pollutant component under at least one component prediction standard;Respectively using the component training data set under each component prediction standard, construct the component training feature set under each component prediction standard;Respectively based on the component training feature set under each component prediction standard, model training is carried out to initial component prediction model, obtains the target component prediction model under each component prediction standard, the target component prediction model under one component prediction standard is used to support for the prediction of target pollutant component at any point position meeting corresponding component prediction standard.The present application embodiment can conveniently predict the pollutant component of target pollutant component, to improve the efficiency of pollutant component prediction.
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