“…This has been investigated in a variety of scales including micro-scale using pyrolysis-GC/MS systems, 4,[9][10][11] a few grams scale using fixed-bed reactors 1,12,13 and bench or lab scale using continuous biomass feeding systems such as bubbling or circulating fluidised-bed reactors, 8,14-22 conical spouted-bed reactors, 23 a mechanically agitated bed reactor, 24,25 an ablative reactor 26,27 and fixed-bed reactors, [28][29][30][31] where real liquid bio-oil could be produced and analysed. Some important previous studies related to the regeneration of ZSM-5-based catalysts applying other types of raw materials rather than biomass or its pyrolysis vapour include crude glycerol, 32 carinata oil, 33 black liquor, 6 kraft lignin, 30 oil sludge, 34 plastic mixtures, 35 waste tire 36 and model compounds such as furan 37 and ethylene. 20 In addition, the regeneration of ZSM-5 was studied using bio-oil 38 and CaO-catalysed bio-oil 39 in fixed-bed flow reactors.…”