2021
DOI: 10.1016/j.scs.2021.102968
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Towards achieving the best solution to utilize photovoltaic solar panels for residential buildings in urban areas

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Cited by 36 publications
(9 citation statements)
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“…We investigated three scenarios of utilizing PV solar panels: including connecting to the grid with and without batteries and full feed‐in, using genetic algorithm II (NSGA‐II) and Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) method in residential area in Tehran, Iran. The result shows that the full feed strategy is the best settings among other alternatives 23 . Previous studies also revealed that with optimal selection of direction, trombe wall, and shade, proper insulation selection of buildings in the cold and semi‐arid climate, northeast of Iran resulted in about 30 percent reduction in annual building energy consumption, thus demonstrating that constructing a zero energy building is feasible in this climatic condition by using solar panels 24 .…”
Section: Introductionmentioning
confidence: 86%
“…We investigated three scenarios of utilizing PV solar panels: including connecting to the grid with and without batteries and full feed‐in, using genetic algorithm II (NSGA‐II) and Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) method in residential area in Tehran, Iran. The result shows that the full feed strategy is the best settings among other alternatives 23 . Previous studies also revealed that with optimal selection of direction, trombe wall, and shade, proper insulation selection of buildings in the cold and semi‐arid climate, northeast of Iran resulted in about 30 percent reduction in annual building energy consumption, thus demonstrating that constructing a zero energy building is feasible in this climatic condition by using solar panels 24 .…”
Section: Introductionmentioning
confidence: 86%
“…A solar PV system erected on a roof can be installed on flat or sloping roofs, including metal composite roofs or rubber materials. When installed on residential, commercial, or industrial buildings, they can provide significant cost savings on electricity bills and help to reduce greenhouse gas emissions [6,7]. Roof-mounted panels are influenced by surrounding walls and building edges, causing airflow separation and vortex generation, which may lead to a high-pressure zone on the roof [8].…”
Section: Literature Reviewmentioning
confidence: 99%
“…It should be noted that since a large part of the produced environmental emission of a PV system comes from its production and disposal, the major studies in the field of environmental assessment of PV technologies to have a cleaner performance have employed life-cycle assessment (LCA) method for this purpose. LCA has been utilized in several studies, including the research works of Saedpanah et al [125], Fardi Asrami et al [126], Sumper et al [127], and Azzopardi and Mutale [128]. Moreover, there are some good review works that have covered application of machine learning approaches for PV systems, including Parida et al [129] and Hussien Rabaia et al [130].…”
Section: Role Of Machine Learning Approaches In Achieving Cleaner Asp...mentioning
confidence: 99%