Using machine learning in photovoltaics to create smarter and cleaner energy generation systems: A comprehensive review

A Sohani, H Sayyaadi, C Cornaro… - Journal of Cleaner …, 2022 - Elsevier
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 …

Grid-connected photovoltaic battery systems: A comprehensive review and perspectives

Y Zhang, T Ma, H Yang - Applied Energy, 2022 - Elsevier
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 …

Critical assessment of large-scale rooftop photovoltaics deployment in the global urban environment

V Kapsalis, C Maduta, N Skandalos, M Wang… - … and Sustainable Energy …, 2024 - Elsevier
In support of the clean energy transition, rooftop photovoltaics (RTPV) deployment has been
globally advocated, enabling citizens as energy prosumers within their localised building …

A coupled optical-electrical-thermal model of the bifacial photovoltaic module

W Gu, T Ma, M Li, L Shen, Y Zhang - Applied Energy, 2020 - Elsevier
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 …

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 …

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 …

Solar energy harvesting pavements on the road: comparative study and performance assessment

T Ma, S Li, W Gu, S Weng, J Peng, G Xiao - Sustainable Cities and Society, 2022 - Elsevier
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 …

Solar energy harvesting from the photovoltaic/thermal (PV/T) pavement: Energy performance analyses and comparison considering ground influence

Y Zhang, T Ma, H Yang, S Cao, Y Wang - Sustainable Cities and Society, 2023 - Elsevier
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 …

Simulation and experimental study on the energy performance of a pre-fabricated photovoltaic pavement

Y Zhang, T Ma, H Yang, Z Li, Y Wang - Applied Energy, 2023 - Elsevier
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 …

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 …