Using machine learning in photovoltaics to create smarter and cleaner energy generation systems: A comprehensive review
Photovoltaic (PV) technologies are expected to play an increasingly important role in future
energy production. In parallel, machine learning has gained prominence because of a …
energy production. In parallel, machine learning has gained prominence because of a …
Grid-connected photovoltaic battery systems: A comprehensive review and perspectives
Due to the target of carbon neutrality and the current energy crisis in the world, green,
flexible and low-cost distributed photovoltaic power generation is a promising trend. With …
flexible and low-cost distributed photovoltaic power generation is a promising trend. With …
Critical assessment of large-scale rooftop photovoltaics deployment in the global urban environment
In support of the clean energy transition, rooftop photovoltaics (RTPV) deployment has been
globally advocated, enabling citizens as energy prosumers within their localised building …
globally advocated, enabling citizens as energy prosumers within their localised building …
A coupled optical-electrical-thermal model of the bifacial photovoltaic module
The bifacial photovoltaic (PV) technology has become prevalent in the global market in
recent years as it can simultaneously collect the sunlight from both front and rear sides to …
recent years as it can simultaneously collect the sunlight from both front and rear sides to …
Employing genetic programming to find the best correlation to predict temperature of solar photovoltaic panels
A Sohani, H Sayyaadi - Energy Conversion and Management, 2020 - Elsevier
The best function form to predict the panel's temperature (T panel) is found for a product
family of polycrystalline solar panels, with the nominal capacities of 20, 30, 40, 50, 60, 80 …
family of polycrystalline solar panels, with the nominal capacities of 20, 30, 40, 50, 60, 80 …
Thermo-electro-environmental analysis of a photovoltaic solar panel using machine learning and real-time data for smart and sustainable energy generation
A Sohani, H Sayyaadi, SR Miremadi… - Journal of Cleaner …, 2022 - Elsevier
The impact of meteorological parameters, including ambient temperature, wind velocity,
ambient relative humidity, and solar radiation on photocurrent and thermal voltage of diode …
ambient relative humidity, and solar radiation on photocurrent and thermal voltage of diode …
Solar energy harvesting pavements on the road: comparative study and performance assessment
As a significant infrastructure in modern cities, road pavements occupy a great share of
urban surfaces and absorb abundant solar radiation. Thus, pavements have tremendous …
urban surfaces and absorb abundant solar radiation. Thus, pavements have tremendous …
Solar energy harvesting from the photovoltaic/thermal (PV/T) pavement: Energy performance analyses and comparison considering ground influence
Under the carbon neutrality targets, the easy-installation low-investment photovoltaic (PV)
technology is vital, while the limited urban rooftop area and high building façade cost limit …
technology is vital, while the limited urban rooftop area and high building façade cost limit …
Simulation and experimental study on the energy performance of a pre-fabricated photovoltaic pavement
Photovoltaic pavement (PVP) is an emerging technology to harvest solar energy from roads,
which could use the limited urban area renewable energy production, especially under the …
which could use the limited urban area renewable energy production, especially under the …
Energy and exergy analyses of a bifacial photovoltaic/thermal system with nanofluids
W Gu, X Wang, H Lu, M Mutailipu - Solar Energy, 2023 - Elsevier
In this study, a novel hybrid bifacial photovoltaic-thermal (bPV/T) system is proposed, which
can effectively absorb the sunlight from both sides to generate more power and heat …
can effectively absorb the sunlight from both sides to generate more power and heat …