... In their study, results indicate that the average life cycle energy requirement for mono-crystalline solar PV modules varies between 2860 and 5253 MJ/m 2 and that the harmonised EPBT varies between 1.7 and 2.7 yr. Also, several studies on solar PV technology have been conducted over the past 30 years. Some of which have covered the electrical and thermal performance of PV modules (Bernardo, Perers, Håkansson, & Karlsson, 2011;Bhargava, Garg, & Agarwal, 1991;Fujisawa & Tani, 1997;Huang, Lin, Hung, & Sun, 2001;Kraemer et al., 2011;Kumar & Rosen, 2011;Marion et al., 2005;Raman & Tiwari, 2009;Sopian, Liu, Kakac, & Veziroglu, 2000;Wolf, 1976), numerical simulation (da Silva & Fernandes, 2010;Dobos, 2014;Kalogirou, 2001;Leng, 1998;Naraghi, 2016;Skoplaki & Palyvos, 2009;Yang, Yuan, Lee, & Yin, 2012), integration to building subsystems (Delisle & Kummert, 2014;Hestnes, 1999;Katiraei, 2011;Román et al., 2008;Yin, Yang, Kelly, & Garant, 2013), configuration of various types of solar collector and PV systems (Braunstein, Kornfeld, Braunstein, & Kornfeld, 1986;Cox & Raghuraman, 1985;Ibrahim, Othman, Ruslan, Mat, & Sopian, 2011;Sopian et al., 2000;Ueda et al., 2009), and review of residential solar power systems (Chow, 2010;Iwafune, Yagita, & Ogimoto, 2010;Leloux et al., 2012;Parida, Iniyan, & Goic, 2011;Ramos, Cardoso, & Alcaso, 2010;Riffat & Cuce, 2011;Vivar, Clarke, Pye, & Everett, 2012). Additionally, previous studies on snow-coverage loss factors have been conducted by Andrews, Pollard, and Pearce (2013), Marion, Schaefer, Caine, and Sanchez (2013), NAIT (2015), and Awad, Gül, Salim, and Yu (2017). ...