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DeVLearn: A Deep Visual Learning Framework for Localizing Temporary Faults in Power Systems [article]

Shuchismita Biswas, Rounak Meyur, Virgilio Centeno
2019 arXiv   pre-print
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