Wildfire monitoring technologies of transmission line corridors based on Fengyun-3E satellite imaging

被引:2
|
作者
Li, Jinsong [1 ]
Chen, Jie [2 ]
Yu, Hua [1 ]
Jiang, Min [1 ]
Lu, Zhumao [1 ]
Zhou, You [3 ]
Wang, Shuai [1 ]
Fan, Jingjing [1 ]
机构
[1] State Grid Shanxi Elect Power Res Inst, Taiyuan, Peoples R China
[2] Natl Satellite Meteorol Ctr, Beijing, Peoples R China
[3] Changsha Univ Sci & Technol, State Key Lab Disaster Prevent & Reduct Power Grid, Changsha, Peoples R China
关键词
Fengyun-3E; transmission lines fires; fire spot identification; dawn-dusk monitoring; satellite remote sensing; FIRES; MODIS; FLASHOVERS; PRODUCTS;
D O I
10.3389/fenrg.2023.1265516
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Facing towards the Carbon Neutrality goal by 2060, renewable energy sources are boosted in China in the past decade. Either these renewables or power systems are sensitive and vulnerable to natural disasters, such as wildfire and typhoon. In this paper, a fire spot identification algorithm is proposed for wildfire disaster occurred in transmission line corridors based on Fengyun-3E (FY-3E). It mitigates the effect of large observation of solar zenith angle, as well as changes of satellite views, on the infrared channel detection. And cloud information under complex atmospheric conditions is analyzed to extract the cloud pixel fire spot, which decreases false ratio of fire-spot alerts. According to the analysis of hybrid pixel linear spectrums, the fire-spot detection sensitivity of FY-3E is four times as that of geostationary meteorological satellites. The effectiveness of the proposed algorithm was confirmed by an application in the Shanxi province power grid of State Grid in China. It shows that and the FY-3E has a superiority in wildfire monitoring for power system in terms of fire detection sensitivity, spatial range accuracy, and positioning accuracy. Compared to geostationary meteorological satellites, the fire locating accuracy of FY-3E is increased by more than one-fold. This research can assist the operation and maintenance departments of transmission lines to rapidly detect wildfire, thereby reducing the damage of wildfires on the power grid.
引用
收藏
页数:12
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