“…It is well known that to properly predict the behavior of a system by the MLP network, a rather large amount of experimental data points is essential , . From previous works published in the literature, it can be concluded that the minimum spouting velocity in conical spouted beds equipped with a draft tube is affected by different parameters, such as the acceleration of gravity, the gas viscosity, the particle diameter, the bed cone angle, the gas inlet diameter, the static bed height, the draft tube diameter, the entrainment zone length, and the length of the tube , , . The mentioned geometric factors are illustrated in Fig.…”