Estimation of Modal Parameters for Inter-Area Oscillations Analysis by a Machine Learning Approach with Offline Training

Estimation of Modal Parameters for Inter-Area Oscillations Analysis by a Machine Learning Approach with Offline Training

An accurate monitoring of power system behavior is a hot-topic for modern grid operation. Low-frequency oscillations (LFO), such as inter-area electromechanical oscillations, are detrimental phenomena impairing the development of the grid itself and also the integration of renewable sources. An inte...

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Bibliographic Details
Main Authors: Carlo Olivieri, Francesco de Paulis, Antonio Orlandi, Cosimo Pisani, Giorgio Giannuzzi, Roberto Salvati, Roberto Zaottini
Format: Article
Language:English
Published: MDPI AG 2020-12-01
Series:Energies
Subjects:
inter-area oscillations
modal analysis
reduced order modeling
dynamic mode decomposition
machine learning
artificial neural networks
Online Access:https://www.mdpi.com/1996-1073/13/23/6410

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https://www.mdpi.com/1996-1073/13/23/6410

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