Prediction of daily global solar radiation using different machine learning algorithms: Evaluation and comparison

Ü Ağbulut, AE Gürel, Y Biçen - Renewable and Sustainable Energy …, 2021 - Elsevier
The prediction of global solar radiation for the regions is of great importance in terms of
giving directions of solar energy conversion systems (design, modeling, and operation) …

Recent advancements in PV cooling and efficiency enhancement integrating phase change materials based systems–A comprehensive review

HM Ali - Solar Energy, 2020 - Elsevier
In recent years, researchers are fascinated to counter problem of PV-efficiency decline
arising from high operating temperatures, especially in hot climates. This article conducts a …

Energy-exergy and sustainability analysis of a PV-driven quadruple-flow solar drying system

A Khanlari, A Sözen, F Afshari, AD Tuncer - Renewable Energy, 2021 - Elsevier
Solar energy as a clean energy source is widely investigated to find out the effective
mechanisms to meet a large part of energy demand in the near future. In the present …

Assessment of machine learning, time series, response surface methodology and empirical models in prediction of global solar radiation

AE Gürel, Ü Ağbulut, Y Biçen - Journal of Cleaner Production, 2020 - Elsevier
Solar radiation (SR) knowledge plays a vital role in the design, modelling, and operation of
solar energy conversion systems and future energy investment policies of the governments …

Experimental and numerical analysis of a compact indirect solar dehumidification system

F Afshari, AD Tuncer, A Sözen, E Çiftçi, A Khanlari - Solar Energy, 2021 - Elsevier
Drying foods and medicinal plants is a process with high energy consumption because high
amount of energy is needed for evaporating the water from the surface of the fresh materials …

Thermal and electrical management of photovoltaic panels using phase change materials–A review

A Waqas, J Ji, L Xu, M Ali, J Alvi - Renewable and Sustainable Energy …, 2018 - Elsevier
Thermal and electrical management of the PV systems integrated with Phase Change
Materials has been discussed in this article. The main aim of this review article is to provide …

Testing of a novel convex-type solar absorber drying chamber in dehumidification process of municipal sewage sludge

AD Tuncer, A Sözen, F Afshari, A Khanlari… - Journal of Cleaner …, 2020 - Elsevier
Each day high portion of municipal wastewater sludge is generated in cities and developing
a suitable and environmentally friendly treatment technique for municipal wastewater is …

Performance assessment of a V-trough photovoltaic system and prediction of power output with different machine learning algorithms

Ü Ağbulut, AE Gürel, A Ergün, İ Ceylan - Journal of Cleaner Production, 2020 - Elsevier
This study carried out in two stages. In the first stage, four different-sized layers were
designed and manufactured for a concentrated photovoltaic system. These layers were used …

Thermodynamic analyses of a novel hybrid photovoltaic-thermal (PV/T) module assisted vapor compression refrigeration system

G Yıldız, AE Gürel, İ Ceylan, A Ergün… - Journal of Building …, 2023 - Elsevier
Buildings have a respectable share of global energy consumption and it is well-known that
refrigeration, heating and air conditioning systems have crucially contributed to this share …

A novel thermal regulation of photovoltaic panels through phase change materials with metallic foam-based system and a concise comparison: An experimental study

A Ejaz, F Jamil, HM Ali - Sustainable Energy Technologies and …, 2022 - Elsevier
The thermal regulation of photovoltaic (PV) modules is utmost necessary as temperature
enhancement of PV panels deteriorates its conversion efficiency. Different studies have …