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