Short-Term Photovoltaic Power Interval Prediction Based on the Improved Generalized Error Mixture Distribution and Wavelet Packet -LSSVM

Short-Term Photovoltaic Power Interval Prediction Based on the Improved Generalized Error Mixture Distribution and Wavelet Packet -LSSVM

The periodicity and non-stationary nature of photovoltaic (PV) output power make the point prediction result contain very little information, increase the difficulty of describing the prediction uncertainty, and it is difficult to ensure the most efficient operation of the power system. Effectively...

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Bibliographic Details
Main Authors: Mao Yang, Tian Peng, Xin Su, Miaomiao Ma
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-11-01
Series:Frontiers in Energy Research
Subjects:
meteorological factors
wavelet packet decomposition
least squares support vector machine
the improved generalized error mixture distribution
short-term probability interval prediction
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2021.757385/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2021.757385/full

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