State estimation of voltage and frequency stability in solar wind integrated grids using multiple filtering techniques

Abstract The increasing integration of solar and wind energy into modern power grids introduces challenges in maintaining voltage and frequency stability due to their intermittent and uncertain nature. This study evaluates the performance of three advanced state observers: extended Kalman filter (EK...

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Bibliographic Details
Main Author: Abdulelah Alharbi
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-10171-2
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