TY - GEN
T1 - Research On Intelligent Detection of Sulfur Hexafluoride Gas Leakage in Confined Spaces
AU - Huang, Jing
AU - Chen, Bangfa
AU - Chen, Sixiang
AU - Xiao, Guangyu
AU - Yan, Jing
AU - Wang, Zhenxing
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - SF6 gas has excellent electronegativity, so it is widely used in electrical insulation, but SF6 gas can cause serious safety hazards due to leakage, so timely detection of leaking gas is of great significance to the safe operation of power equipment. Nowadays, the efficiency of SF6 gas leakage detection is low, especially in complex environments where it is difficult to perform real-time detection. Therefore, this paper proposes an intelligent SF6 gas detection method based on image recognition, and compares it with other 2 mainstream detection models. The results show that the detection accuracy of this method is better than that of GMM and Faster R-CNN models, and the detection accuracy can reach more than 88%.
AB - SF6 gas has excellent electronegativity, so it is widely used in electrical insulation, but SF6 gas can cause serious safety hazards due to leakage, so timely detection of leaking gas is of great significance to the safe operation of power equipment. Nowadays, the efficiency of SF6 gas leakage detection is low, especially in complex environments where it is difficult to perform real-time detection. Therefore, this paper proposes an intelligent SF6 gas detection method based on image recognition, and compares it with other 2 mainstream detection models. The results show that the detection accuracy of this method is better than that of GMM and Faster R-CNN models, and the detection accuracy can reach more than 88%.
KW - SFleakage
KW - image recognition
KW - infrared imaging
UR - https://www.scopus.com/pages/publications/85129543172
U2 - 10.1109/ICEPE-ST51904.2022.9757072
DO - 10.1109/ICEPE-ST51904.2022.9757072
M3 - 会议稿件
AN - SCOPUS:85129543172
T3 - ICEPE-ST 2022 - 2022 6th International Conference on Electric Power Equipment - Switching Technology
SP - 18
EP - 22
BT - ICEPE-ST 2022 - 2022 6th International Conference on Electric Power Equipment - Switching Technology
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 6th International Conference on Electric Power Equipment - Switching Technology, ICEPE-ST 2022
Y2 - 15 March 2022 through 18 March 2022
ER -