“…It is the main variable issue as the catalyst may leach and there is a particle migration based on their sizes, leading to a higher pressure drop build up in the reactor (Wu et al, 2003;Li et al, 2004;Wu et al, 2006;Wu et al, 2007). Much work on the deactivation mechanism has been carried out, including investigation towards pressure drop (Quinn 2014) or hydrodynamic (Macdonald et al, 1979) equations, to better understand the technology (Hammond 2017;Carangio et al, 2020). Then, scaling up requires a good understanding of all key parameters (e.g., reactor volume, heat transfer, catalyst size) (Al-Dahhan et al, 1995;Hanusch et al, 2018;Wang et al, 2019).…”