Newly designed identifying method for ice thickness on high‐voltage transmission lines via machine vision

The icing of transmission lines will bring considerable challenges to the safe operation of the power grid. Therefore, a novel method combines machine vision and machine learning algorithms for identifying the ice thickness on high‐voltage transmission line (HVTL) as proposed herein. First, noise an...

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Veröffentlicht in:	High voltage 2021-10, Vol.6 (5), p.904-922
Hauptverfasser:	Weng, Bingjun, Gao, Wei, Zheng, Weicou, Yang, Gengjie
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy Algorithms Background noise Cameras Clustering computer vision Conductors Edge detection Engineering Engineering, Electrical & Electronic High voltages Hough transformation Hough transforms Ice Ice cover Ice formation Image filters learning (artificial intelligence) least squares approximations Machine learning Machine vision Mapping Monocular vision pattern clustering Power supply Science & Technology Sensors Technology Thickness Transmission lines Unmanned aerial vehicles Vision systems
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