“…This includes pyrolysis temperature [Chen and Shi, 2010;Williams and Ahmad, 1999;Yue et al, 2014], heating rate [Değirmenci and Durusoy, 2005;Nazzal, 2002;Williams et al, 1999;Yue et al, 2014], residence time for pyrolysis reaction [Williams and Chishti, 2001], composition of pyrolysis atmosphere [Netzel and Miknis, 1982;Razvigorova et al, 2008], particle size [Ahmad and Williams, 1998;Jaber et al, 1999;Khalil, 2013], and mineral matrix [Espitalie et al, 1980;Karabakan and Yürüm, 1998]. Vacuum pyrolysis has been shown to enable higher yield and improved quality shale oil in comparison with pyrolysis under atmospheric pressure [Hoekstra et al, 2012;Pakdel et al, 1999;Roy et al, 1985;Siramard et al, 2016]. A reduced pressure facilitates the transport of pyrolysis products by providing quicker escape of primary oil from the reaction zone, thus reducing the secondary cracking reactions [Pakdel et al, 1999;Siramard et al, 2016].…”