“…In recent years, the flow pattern in the radial flow bed is investigated by many researchers, including some undesirable phenomena (e.g., cavity, ,− pinning, ,− air lock, , gas nonuniformity distribution ,− ), the simulation methods (e.g., single phase, ,,, Eulerian–Eulerian, ,, Eulerian–Lagrangian methods), the structural optimization (e.g., trapezoidal/conical bed, , baffles/Johnson-net/louvers ,, ), and the reaction process simulation (the flow pattern is usually assumed to be plug flow).…”