Online water quality intelligent monitoring method and system and electronic equipment
Through the online intelligent water quality monitoring method, multiple sensors are used to obtain water quality data and train intelligent monitoring models, combined with Transformer and ResNet network layers, the problems of large water quality monitoring errors and difficult to judge abnormalities in the existing technology are solved, and efficient and reliable water quality detection is achieved.
Patent Information
- Application Number
- CN202411962182.0
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-12-30
- Publication Date
- 2025-03-28
- Estimated Expiration
- Not applicable · inactive patent
AI Technical Summary
In the prior art, water quality monitoring is carried out through the setting of a single or multiple thresholds, and there is a large error and it is difficult to accurately determine whether the water quality fluctuations are abnormal, so it is impossible to effectively evaluate the overall data of water quality.
The online water quality intelligent monitoring method is adopted, and water quality data is obtained and the online water quality intelligent monitoring model is trained through GPS sensors, water temperature sensors, PH sensors, dissolved oxygen sensors and conductivity sensors set in the target water area. The model combined with the Transformer network layer and the ResNet network layer is used to predict and judge water quality data.
The overall online evaluation and judgment of water quality data is realized, and the water quality is abnormal is more accurately judged, which improves the safety, reliability and intelligence of water quality detection, and solves the problem that a single or multiple threshold settings cannot accurately judge water quality abnormality.