Protection Algorithm Based on Two-Dimensional Spatial Current Trajectory Image and Deep Learning for Transmission Lines Connecting Photovoltaic Stations

Protection Algorithm Based on Two-Dimensional Spatial Current Trajectory Image and Deep Learning for Transmission Lines Connecting Photovoltaic Stations

Fiber differential protection (FDP) is the primary protection scheme in power systems. However, with the increasing proportion of photovoltaic (PV) grids connected in the power system, the controllability and weak power supply characteristics of photovoltaic power stations change the amplitude and p...

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Bibliographic Details
Main Authors: Panrun Jin, Jianling Liao, Wenqin Song, Xushan Zhao, Yankui Zhang
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Applied Sciences
Subjects:
convolutional neural network
current trajectory
CT saturation
fault location
Online Access:https://www.mdpi.com/2076-3417/15/11/6066
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