학술논문

Sensor Optimization Deployment Method Considering the Gas Diffusion Law and the Weak Link of Leakage
Document Type
Conference
Source
2023 9th International Conference on Big Data and Information Analytics (BigDIA) Big Data and Information Analytics (BigDIA), 2023 9th International Conference on. :565-572 Dec, 2023
Subject
Computing and Processing
General Topics for Engineers
Robotics and Control Systems
Signal Processing and Analysis
Wireless communication
Wireless sensor networks
Pipelines
Force
Natural gas
Monitoring
Optimization
Wireless sensor network
Virtual force algorithm
Sensor deployment
Language
ISSN
2771-6902
Abstract
In view of the actual situation of the current traditional natural gas leakage monitoring, the current process of natural gas leakage monitoring methods is cumbersome. Traditional sensor deployment methods have problems such as deployment blind spots and low utilization of sensor nodes. In this paper, combined with the gas diffusion law and leakage weak links, the weak links of pipeline leakage are judged through simulation. On the basis of the weak link analysis, the gas diffusion law of gas pipeline leakage in dangerous natural gas plants is obtained by further using Fluent simulation. The law of gas diffusion is analyzed, and the leakage gas accumulation area on the top of the factory building is obtained. Through the qualitative analysis of the leakage accumulation area, based on the virtual force algorithm, the resource utilization rate is improved under the premise of ensuring the space coverage, and the optimal deployment strategy of the sensor is generated. Through simulation and comparison of experimental results, it is concluded that the sensor deployment method based on the law of gas diffusion and considering weak links can effectively improve the utilization of sensor nodes and reduce the range of monitoring blind spots