Forecasting of energy efficiency in buildings using multilayer perceptron regressor with waterwheel plant algorithm hyperparameter

Energy consumption in buildings is gradually increasing and accounts for around forty percent of the total energy consumption. Forecasting the heating and cooling loads of a building during the initial phase of the design process in order to identify optimal solutions among various designs is of utm...

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Үндсэн зохиолчид:	Amal H. Alharbi, Doaa Sami Khafaga, Ahmed Mohamed Zaki, El-Sayed M. El-Kenawy, Abdelhameed Ibrahim, Abdelaziz A. Abdelhamid, Marwa M. Eid, M. El-Said, Nima Khodadadi, Laith Abualigah, Mohammed A. Saeed
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Frontiers Media S.A. 2024-05-01
Цуврал:	Frontiers in Energy Research
Нөхцлүүд:	energy efficiency machine learning hyperparameter tunning grey wolf optimization waterwheel plant algorithm cooling/ heating loads
Онлайн хандалт:	https://www.frontiersin.org/articles/10.3389/fenrg.2024.1393794/full
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!