“…Researchers have used CFD to study the fluid flow characteristics of wastewater treatment systems to optimize the design of wastewater treatment units, such as aerated grit tanks [ 27 ], multichamber tanks [ 28 , 29 ], oxidation ditches [ 30 ], grit chambers [ 31 ], bioreactors [ 32 , 33 ], membrane reactors [ 34 , 35 ], and membrane modules [ 36 , 37 ]. Numerous studies [ 38 , 39 , 40 , 41 , 42 , 43 , 44 , 45 , 46 ] have aimed at understanding the complex flow phenomena occurring in narrow flow channels with a turbulence promoter. Numerous researchers have also conducted two-dimensional [ 47 , 48 , 49 ] and three-dimensional [ 50 , 51 , 52 , 53 , 54 ] CFD studies of turbulence promoters with different shapes and structures.…”