Detection and Prediction of Wind and Solar Photovoltaic Power Ramp Events Based on Data-Driven Methods: A Critical Review

In recent years, the increasing frequency of extreme weather events has led to a rise in unplanned unit outages, posing significant risks to the safe operation of power systems and underscoring the critical need for accurate prediction and effective mitigation of wind and solar power ramp events. Un...

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Bibliographic Details

Published in:	Energies
Main Authors:	Jie Zhang, Xinchun Zhu, Yigong Xie, Guo Chen, Shuangquan Liu
Format:	Article
Language:	English
Published:	MDPI AG 2025-06-01
Subjects:	renewable energy power prediction ramp event deep learning
Online Access:	https://www.mdpi.com/1996-1073/18/13/3290