Statistical scenarios forecasting method for wind power ramp events using modified neural networks

Statistical scenarios forecasting method for wind power ramp events using modified neural networks

Wind power ramp events increasingly affect the integration of wind power and cause more and more problems to the safety of power grid operation in recent years. Several forecasting techniques for wind power ramp events have been reported. In this paper, the statistical scenarios forecasting method i...

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Bibliographic Details
Main Authors: Mingjian Cui, Deping Ke, Di Gan, Yuanzhang Sun
Format: Article
Language:English
Published: IEEE 2015-01-01
Series:Journal of Modern Power Systems and Clean Energy
Subjects:
Neural networks
Genetic algorithm
Probability generating model
Statistical scenarios captured bands
Statistical scenarios forecasting
Wind power ramp events
Online Access:https://ieeexplore.ieee.org/document/9027270/

Internet

https://ieeexplore.ieee.org/document/9027270/

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