Short-Term Photovoltaic Power Output Prediction Based on <i>k</i>-Fold Cross-Validation and an Ensemble Model

Short-Term Photovoltaic Power Output Prediction Based on <i>k</i>-Fold Cross-Validation and an Ensemble Model

Short-term photovoltaic power forecasting is of great significance for improving the operation of power systems and increasing the penetration of photovoltaic power. To improve the accuracy of short-term photovoltaic power forecasting, an ensemble-model-based short-term photovoltaic power prediction...

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Bibliographic Details
Main Authors: Ruijin Zhu, Weilin Guo, Xuejiao Gong
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Energies
Subjects:
photovoltaic power forecasting
quartile method
<i>k</i>-fold cross-validation
ensemble model
Online Access:https://www.mdpi.com/1996-1073/12/7/1220

Internet

https://www.mdpi.com/1996-1073/12/7/1220

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