CFD simulation and optimization of the flow field in horizontal turbo air classifiers

•CFD investigation of gas flow behavior in horizontal turbo air classifiers.•RSM is more suitable than RNG k-ε model for simulating horizontal air classifier.•Division of the flow field in the classifier was presented.•Effect of the rotor cage speed and inlet air velocity on flow pattern was studied.•Method to improve flow field was proposed and verified by experiments.