“…The liquid yield of the pyrolysis product depends on the constituent element. The composition and compound of bio-oil were affected by many variables, such as the type of biomass, reaction temperature, vapor resident time, particle size 32) , heating rate, and the feedstock's moisture content. Vapor temperature in the reaction zone also influences the composition of bio-oil.…”