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....

Deskribapen osoa

Xehetasun bibliografikoak

Egile Nagusiak:	Shuvendu Pal Shuvo, Shirshendu Pal Shibazee, Goutam Paul, Mitaly Paul Mita, Chaitee Das, Konika Malakar
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	Nature Portfolio 2025-04-01
Saila:	Scientific Reports
Gaiak:	Solar radiation Support vector machine (SVM) Hodrick Prescott Filter (HP-Filter) Discrete wavelet transform (DWT)
Sarrera elektronikoa:	https://doi.org/10.1038/s41598-024-82950-2
Etiketak:	Etiketa erantsi Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!