ResNetTCA-assisted synergetic laser-electronic sensor array dataset for multiplegas detection for underground pipeline leakage
Description
The dataset can be used for non-profit purpose provided that the following paper is cited: Jianqiao Liu, Yang Ding, Zhengxuan Zhang, Yueming Tao, Ce Fu, and Junsheng Wang. ResNetTCA-assisted synergetic laser-electronic sensor array for multiple gas detection for underground pipeline leakage , IEEE Sensors Journal. DOI: https://doi.org/10.1109/JSEN.2025.3572114. This paper provies a detailed description of the synergetic laser-electronic sensor array setup.
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Steps to reproduce
The experiment lasted for 500 seconds, with the first 50 seconds used to establish the stability of the sensor array. At the 50th second, a mixture of multiple gases was introduced into the gas chamber and maintained for 200 seconds. The gas removal process began at the 250th second, completing the entire testing process. After each test, the system was idle for 20 minutes before starting the next test cycle. The measurement ranges were set as follows: methane (CH4) concentration range from 0-10000 ppm, carbon monoxide (CO) concentration range from 0-2500 ppm, and hydrogen sulfide (H2S) concentration range from 0-25 ppm. Five different concentrations were used for each gas. A total of 186 data points were collected.
Institutions
- Dalian Maritime University