A novel out of step relaying algorithm based on wavelet transform and a deep learning machine model

Abstract Out-of-step protection of one or a group of synchronous generators is unreliable in a power system which has significant renewable power penetration. In this work, an innovative out-of-step protection algorithm using wavelet transform and deep learning is presented to protect synchronous ge...

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Bibliographic Details
Main Authors: Jigneshkumar Pramodbhai Desai, Vijay Hiralal Makwana
Format: Article
Language:English
Published: SpringerOpen 2021-12-01
Series:Protection and Control of Modern Power Systems
Subjects:
Online Access:https://doi.org/10.1186/s41601-021-00221-y