Prediction model construction method, method for detecting pathogenic microorganisms in groundwater, and computer program product

By constructing biological characteristics, volume and detection sensitivity prediction models, the problem of insufficient detection accuracy of groundwater pathogenic microorganisms is solved in different regions and under rainfall conditions, and high-precision microbial detection is achieved.

CN118657232BActive Publication Date: 2025-03-28SHENZHEN SHENGRUN ENG CO LTD +1
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Patent Information

Application Number
CN202410980657.2
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2024-07-22
Publication Date
2025-03-28
Estimated Expiration
2044-07-22

AI Technical Summary

Technical Problem

The detection of groundwater pathogenic microorganisms in different regions and under rainfall conditions is difficult to meet the detection accuracy requirements, mainly due to the great uncertainty of the biological characteristics and volume changes of microorganisms.

Method used

Using the prediction model construction method, a biological characteristic prediction model, a microbial volume prediction model and a detection sensitivity prediction model are constructed by collecting groundwater chemical properties parameters, microbial species and their biological characteristics data. These models are able to predict the biological characteristics and volume of microorganisms based on the chemical properties parameters of groundwater, and determine the detection difficulty and select appropriate detection methods based on this.

Benefits of technology

Through the application of the prediction model, it can ensure that the detection of groundwater pathogenic microorganisms in different regions and under rainfall conditions achieves high accuracy, and ensure the accuracy and reliability of the detection results.

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Abstract

The present invention discloses a prediction model construction method, a method for detecting pathogenic microorganisms in groundwater, and a computer program product. The construction method is: for each groundwater, collect its chemical property parameters under various rainfall conditions, the types of pathogenic microorganisms in the water and their biological characteristic data and volume data, and the detection sensitivity data corresponding to various microorganisms under various volumes; respectively perform the biological characteristic prediction model construction training steps, the biological volume prediction model construction training steps, and the detection sensitivity prediction model construction training steps to obtain the trained biological characteristic prediction model, microbial volume prediction model, and detection sensitivity prediction model. The present invention can use the above three prediction models to predict the biological characteristic data, volume data, and detection sensitivity of microorganisms to determine the detection method of microorganisms, which can ensure that the detection of pathogenic microorganisms in groundwater under different rainfall conditions in different regions can meet the detection accuracy requirements.
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