Hazardous Gas Diffusion Prediction Using Grid-Based Leakage Analysis
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Solution Overview
Problem
Current methods lack the ability to accurately predict the diffusion range of hazardous gases, leading to uncertainties in emergency response and manual control of treatment systems, which increases the risk of accidents.
Innovation Solution
A method and system that grid a space area to analyze leakage sources, determine a hazardous gas prediction manner based on leakage features and early warning conditions, and calculate diffusion circle coverage and concentration, considering wall barriers and ventilation openings.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If gas sensor detection is used to detect hazardous gas leakage, then the detection can be directly carried out, but the diffusion range of hazardous gas remains unknown during the detection period
Solution Approach 1:
The patent performs preliminary action by establishing a hazardous gas diffusion prediction model before actual leakage occurs. The model pre-calculates diffusion ranges based on various leakage scenarios, environmental factors, and sensor positions, enabling the system to predict the diffusion range immediately when leakage is detected, rather than remaining unknown
2Ease of operation
If manual control is used for hazardous gas treatment system, then personnel can control the system, but uncertain and unsafe factors are introduced
Solution Approach 1:
The patent implements self-service by designing an automated control system that uses the diffusion prediction model to automatically determine optimal sensor positions and control treatment system operations. The system serves itself by making intelligent decisions based on predicted diffusion patterns, eliminating the need for manual control and its associated safety risks
3Measurement precision
If diffusion prediction model is established considering environmental factors, then the accuracy of prediction is improved, but the computational complexity increases
Solution Approach 1:
The patent applies segmentation by dividing the complex diffusion prediction problem into multiple manageable modules: leakage source analysis module, diffusion circle coverage calculation module, and hazardous gas concentration determination module. Each module handles specific calculations independently, reducing overall computational complexity while maintaining high prediction accuracy through systematic breakdown of the problem
Data Source
AI summary
A method and system for predicting a diffusion range of a hazardous gas, an electronic device and a storage medium are provided. The method includes: gridding a space area of a public scene to obtain a gridded space; performing leakage source analysis according to the gridded space to determine a leakage feature; determining a hazardous gas prediction manner according to the leakage feature and an early warning condition, where the hazardous gas prediction manner includes a hazardous gas existence mode and a protective gas coexistence mode; determining a diffusion circle coverage according to the hazardous gas prediction manner and a wall barrier action; determining a hazardous gas concentration in grids covered by a diffusion circle according to the diffusion circle coverage; and determining a hazardous gas distribution according to the hazardous gas concentration, a leakage outlet and a ventilation opening.