Multi-criteria comprehensive study on predictive algorithm of hourly heating energy consumption for residential buildings

•Compared five models with respect to interpretability, accuracy, robustness, and efficiency.•Studied the influence of the training dataset on the prediction performance.•The average of the indicators under different problems is used to measure the model accuracy.•Serves as a reference for the effic...

Celý popis

Podrobná bibliografie

Vydáno v:	Sustainable cities and society Ročník 49; s. 101623
Hlavní autoři:	Wang, Ran, Lu, Shilei, Li, Qiaoping
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.08.2019
Témata:	Accuracy Building energy prediction Efficiency Extreme gradient boosting Interpretability Robustness Building energy prediction Accuracy Robustness Extreme gradient boosting Interpretability Efficiency
ISSN:	2210-6707, 2210-6715
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!