“…Because of the low quality of bio-oil including high acidity, instability, low energy content, high water and oxygen contents, etc., it cannot be used directly in engines as a fuel. ,− Catalytic pyrolysis was thus investigated to improve the properties of bio-oil by passing the volatiles produced in the pyrolysis over a catalyst for their in situ upgrading. ,− However, the specifications of the bio-oil produced still were not in the range for the use in vehicles. ,− In addition, coke formation during catalytic pyrolysis was a bottleneck in this process, which could reduce the carbon yield from biomass, deactivate the catalyst, plug the catalyst bed and consequently prevent the process from continuous operation. ,− As a result, a considerable number of pieces of research were performed to study the mechanism for coke formation and the methods for preventing the formation of coke. ,,,,,− …”