A novel integration of Hodrick–Prescott filter (Hp-filter) and wavelet transform (WT) with optimize support vector machine (PSO-SVM) in predicting solar radiation

Abstract Previous research has shown that predicting solar radiation is a challenging issue due to highly nonlinear and noisy climate data. Various hybrid approaches have been applied earlier for solar radiation prediction, which integrates the Wavelet Transform with various Machine Learning models....

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Shuvendu Pal Shuvo, Shirshendu Pal Shibazee, Goutam Paul, Mitaly Paul Mita, Chaitee Das, Konika Malakar
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Nature Portfolio 2025-04-01
Цуврал:	Scientific Reports
Нөхцлүүд:	Solar radiation Support vector machine (SVM) Hodrick Prescott Filter (HP-Filter) Discrete wavelet transform (DWT)
Онлайн хандалт:	https://doi.org/10.1038/s41598-024-82950-2
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!