“…Prior literature has reviewed findings from biomass thermochemical conversion TEAs (Brown, 2015) and TEA together with LCA (Patel, Zhang, & Kumar, 2016). However, in recent years, much additional research has emerged specifically on the conversion and upgrading of bio-oils produced from fast pyrolysis of biomass (Bridgwater, 2012;de Miguel Mercader, 2010;Dutta et al, 2015;Elkasabi, Mullen, & Boateng, 2015;Fatih Demirbas, 2009;Fisk et al, 2009;Hangtao, Xiaoning, Qiang, & Changqing, 2014;Ko et al, 2012;Snowden-Swan & Male, 2012;Stefanidis, Kalogiannis, Iliopoulou, Lappas, & Pilavachi, 2011;Tran, Uemura, Chowdhury, & Ramli, 2014). Therefore, this review focuses on understanding the key benefits, differences, and trade-offs among select pyrolysis bio-oil upgrading methods under investigation at laboratory and pilot scales, whose potential for scale-up has been evaluated using LCA and TEA methods.…”