Transient Stability in Power Systems Using a Convolutional Neural Network

Monitoring power systems using intelligent systems for post-fault transient stability assessment (TSA) is critical for the grid to avoid cascading instability. Machine learning methods with synchrophasor measurements have been adopted widely for TSA due to the gradual deployment of wide area protect...

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Bibliographic Details

Published in:	2019 SoutheastCon pp. 1 - 6
Main Authors:	Ramachandran, Bhuvaneswari, Harris, Stephen, Youseff, Tarek
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01-04-2019
Subjects:	Circuit faults Circuit stability Deep learning Machine learning power system fault analysis Power system stability Stability analysis swing equation Transient analysis transient stability assessment
Online Access:	Get full text
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