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DeVLearn: A Deep Visual Learning Framework for Localizing Temporary Faults in Power Systems
[article]
2019
arXiv
pre-print
Preserved Fulltext
This paper proposes a novel image embedding aided deep learning framework called DeVLearn for faulted line location using PMU measurements at generator buses. ...
Frequently recurring transient faults in a transmission network may be indicative of impending permanent failures. Hence, determining their location is a critical task. ...
CONCLUSION This paper provides a proof of concept that image embedding aided deep learning may be used to determine temporary fault locations in power systems with high accuracy. ...
arXiv:1911.03759v1
fatcat:6qrzii4edjdnjiu3w6amzgjtvy