Waste Heat Recovery Cycles Integration into a Net-Zero Emission Solar-Thermal Multi-Generation System; Techno-Economic Analysis and ANN-MOPSO Optimization DOI Creative Commons
Pradeep Kumar Singh, Ali Basem,

Rebwar Dara

и другие.

Case Studies in Thermal Engineering, Год журнала: 2024, Номер unknown, С. 105690 - 105690

Опубликована: Дек. 1, 2024

Язык: Английский

Multijunction Solar Cell Parameter Estimation based on Metaheuristic Algorithms DOI Creative Commons
Mahmoud Elzalabani, Doaa M. Atia,

Aref Eliwa

и другие.

Results in Engineering, Год журнала: 2025, Номер 25, С. 104287 - 104287

Опубликована: Фев. 6, 2025

Язык: Английский

Процитировано

1
Machine learning predicting the transport mechanisms and entrainment characteristics of negative buoyant jets DOI Creative Commons
Yaowen Xia, Wenfeng Gao, Qiong Li

и другие.

AIP Advances, Год журнала: 2025, Номер 15(1)

Опубликована: Янв. 1, 2025

Fountains injected into homogeneous fluids, characterized by combined temperature and concentration effects, are common in both natural environmental settings. In this study, the capacities of several machine learning models, including support vector regression, multi-layer perceptron, random forests, XGBoost, CatBoost, AdaBoost, LightGBM, were investigated to clarify transient flow behavior fountains. The results indicated that perceptron was superior other models as it provided improved coefficient determination, root mean squared error, absolute error. This study confirmed techniques have great potential

Язык: Английский

Процитировано

0
Waste Heat Recovery Cycles Integration into a Net-Zero Emission Solar-Thermal Multi-Generation System; Techno-Economic Analysis and ANN-MOPSO Optimization DOI Creative Commons
Pradeep Kumar Singh, Ali Basem,

Rebwar Dara

и другие.

Case Studies in Thermal Engineering, Год журнала: 2024, Номер unknown, С. 105690 - 105690

Опубликована: Дек. 1, 2024

Язык: Английский

Процитировано

0