Transmission Line Anomaly Detection and Real-Time Monitoring System Combining Edge Computing and EfficientDet

Transmission Line Anomaly Detection and Real-Time Monitoring System Combining Edge Computing and EfficientDet

Accurately identifying aberrant issues on transmission lines is crucial to guaranteeing the power system operates safely and steadily. Transmission lines are a crucial part of the power system. In response to the current issues of low recognition accuracy and low image contrast in abnormal detection...

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Bibliographic Details
Main Authors: Menghao Lin, Yang Ding, Tianle Wang, Yang Liu, Zewei Li
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Edge computing
EfficientDet algorithm
Ghost lightweight module
K-means clustering
gradient equilibrium mechanism
abnormal detection of transmission lines
Online Access:https://ieeexplore.ieee.org/document/10967551/
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https://ieeexplore.ieee.org/document/10967551/

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