A novel convolutional neural network framework based solar irradiance prediction method

•A novel convolutional neural networks has been constructed to predict irradiance.•The chaotic hybrid algorithm is applied to optimize hyperparameters of framework.•The chaotic hybrid algorithm alleviates the imperfect performance of framework.•The novel framework can be further applied into other a...

Celý popis

Podrobná bibliografia

Vydané v:	International journal of electrical power & energy systems Ročník 114; s. 105411
Hlavní autori:	Dong, Na, Chang, Jian-Fang, Wu, Ai-Guo, Gao, Zhong-Ke
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier Ltd 01.01.2020
Predmet:	Convolutional neural network Hybrid optimization algorithm Hyperparameter Renewable energy Solar irradiance prediction Renewable energy Convolutional neural network 45E10 Hybrid optimization algorithm Hyperparameter 90C26 Solar irradiance prediction
ISSN:	0142-0615, 1879-3517
On-line prístup:	Získať plný text
Tagy:	Pridať tag Žiadne tagy, Buďte prvý, kto otaguje tento záznam!