Ultra-Short-Term Photovoltaic Power Generation Prediction Based on Hunter–Prey Optimized K-Nearest Neighbors and Simple Recurrent Unit

Ultra-Short-Term Photovoltaic Power Generation Prediction Based on Hunter–Prey Optimized K-Nearest Neighbors and Simple Recurrent Unit

In view of the current problems of complex models and insufficient data processing in ultra-short-term prediction of photovoltaic power generation, this paper proposes a photovoltaic power ultra-short-term prediction model named HPO-KNN-SRU, based on a Simple Recurrent Unit (SRU), K-Nearest Neighbor...

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Bibliographic Details
Main Authors: Yin Tang, Lizhuo Zhang, Dan Huang, Sha Yang, Yingchun Kuang
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Applied Sciences
Subjects:
photovoltaic power prediction
Hunter–Prey Optimization
Simple Recurrent Unit
K-Nearest Neighbors algorithm
Online Access:https://www.mdpi.com/2076-3417/14/5/2159

Internet

https://www.mdpi.com/2076-3417/14/5/2159

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