A comparative evaluation of Stacked Auto-Encoder neural network and Multi-Layer Extreme Learning Machine for detection and classification of faults in transmission lines using WAMS data

A comparative evaluation of Stacked Auto-Encoder neural network and Multi-Layer Extreme Learning Machine for detection and classification of faults in transmission lines using WAMS data

Smart grid is envisaged as a power grid that is extremely reliable and flexible. The electrical grid has wide-area measuring devices like Phasor measurement units (PMUs) deployed to provide real-time grid information and resolve issues effectively and speedily without compromising system availabilit...

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Bibliographic Details
Main Authors: Ani Harish, Prince Asok, Jayan M.V.
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Energy and AI
Subjects:
Machine learning
Fault detection
Fault classification
Auto-Encoder
Transmission line
Smart grid
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546823000733

Internet

http://www.sciencedirect.com/science/article/pii/S2666546823000733

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