A Hybrid Prediction Model for Wind–Solar Power Generation with Hyperparameter Optimization and Application in Building Heating Systems

Accurate prediction of photovoltaic and wind power generation is essential for maintaining stable energy supply in integrated energy systems. However, the strong stochasticity and complex fluctuations in these energy sources pose significant challenges to forecasting. Traditional methods often fail...

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發表在:	Buildings
Main Authors:	Huageng Dai, Yongkang Zhao, Yuzhu Deng, Wei Liu, Jihui Yuan, Jianjuan Yuan, Xiangfei Kong
格式:	Article
語言:	英语
出版:	MDPI AG 2025-09-01
主題:	wind-solar power prediction variational mode decomposition (VMD) hyperparameter optimization hybrid model building heating applications
在線閱讀:	https://www.mdpi.com/2075-5309/15/18/3367