
Energy, Год журнала: 2025, Номер unknown, С. 136824 - 136824
Опубликована: Май 1, 2025
Язык: Английский
Energy, Год журнала: 2025, Номер unknown, С. 136824 - 136824
Опубликована: Май 1, 2025
Язык: Английский
International Journal of Hydrogen Energy, Год журнала: 2025, Номер 103, С. 241 - 254
Опубликована: Янв. 18, 2025
Язык: Английский
Процитировано
1International Journal of Hydrogen Energy, Год журнала: 2024, Номер 94, С. 984 - 996
Опубликована: Ноя. 16, 2024
Язык: Английский
Процитировано
3Опубликована: Янв. 1, 2025
The nanofluid spectral splitting photovoltaic/thermal (NSS-PV/T) system offers flexible regulation compared to traditional PV/T systems, enabling more thorough thermal and electrical output regulation. However, there is currently a lack of research on regulating the NSS-PV/T achieve stable output. Therefore, this paper provided two methods parameter stepping optimization that were applicable in both single multi-parameter application conditions. Firstly, energy equilibrium model was used calculate multiple sets parameters, simulating actual operating conditions serving as training data train subsequent prediction models. Based typical daily radiation data, lowest during study period determined standard system. Channel thickness, inlet temperature, concentration considered. Two machine learning algorithms, including support vector particle swarm optimization-back propagation neural network, employed design Subsequently, performed using pattern search algorithms. results illustrate relative errors do not exceed 0.070%, 0.099%, 0.120%, respectively. are than 0.369%. models convenient simple, but still face challenges parameters with weak influences deviate significantly from standard. method can lower deviations, variations smaller optimization, which further reduce fluctuations improve speed.
Язык: Английский
Процитировано
0Engineering Reports, Год журнала: 2025, Номер 7(2)
Опубликована: Янв. 31, 2025
ABSTRACT The motivation for this study stems from the global demand clean energy solutions and limitations of conventional fluids in hydrogen production systems. By exploring hybrid nanofluids, research aims to enhance efficiency sustainability solar‐thermal applications. An evacuated tube solar collector (ETSC) with a polymer electrolyte membrane (PEM) electrolyzer efficiently harnesses production. ETSC's vacuum design minimizes heat loss, providing consistent thermal performance. This system enables generation, reducing emissions. investigated integration an ETSC PEM organic Rankine cycle (ORC) efficient Water as working fluid circuit resulted lower rates, prompting introduction Al 2 O 3 SiO nanoparticles at 50:50 ratio form enhanced nanofluid. resulting various volume concentrations (0.5%, 1%, 1.5%, 2%) nanofluid were tested, yielding gains 13.22%, 21.37%, 30.38%, 48.52%, respectively, compared water. ORC by 12.29% 0.5 vol.%, 23.10% 1 34.15% 1.5 48.40% vol.%. produced maximum yield 3105.6 g, overall 71.3% 2156.7 g demonstrating significant performance enhancements achieved nanofluids. results demonstrated effectiveness nanofluids enhancing output, underscoring their importance promoting sustainable technologies.
Язык: Английский
Процитировано
0Energy Conversion and Management, Год журнала: 2025, Номер 333, С. 119823 - 119823
Опубликована: Апрель 24, 2025
Язык: Английский
Процитировано
0Process Safety and Environmental Protection, Год журнала: 2025, Номер unknown, С. 107364 - 107364
Опубликована: Май 1, 2025
Язык: Английский
Процитировано
0Energy, Год журнала: 2025, Номер unknown, С. 136824 - 136824
Опубликована: Май 1, 2025
Язык: Английский
Процитировано
0