Intelligent prediction of short-term photovoltaic power output based on PSO-RF and LASSO-penalized multi-kernel learning-based robust regression algorithm

Intelligent prediction of short-term photovoltaic power output based on PSO-RF and LASSO-penalized multi-kernel learning-based robust regression algorithm

<p>The utilization of solar energy plays a significant role in alleviating the energy crisis and promoting sustainable development. However, photovoltaic (PV) power generation is impacted by several complex factors that cause discontinuity and randomness problems. This paper presents a novel a...

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Bibliographic Details
Main Author: Zhuoya Siqin (22400264) (author)
Other Authors: Xiaomin Xu (1448977) (author), Runkun Yao (22400267) (author), Luoyun Guan (22400270) (author), Zhiyi Wang (328693) (author), Yingying Zhou (417062) (author)
Published: 2025
Subjects:
Ecology
Sociology
Computational Biology
Environmental Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
Multi-core learning
particle swarm algorithm
PV power prediction
random forest
sparse LASSO
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