In this paper, from the perspective of the physical mechanism of chaos, multi-scroll chaotic attractors with multi-wing have been generated via oscillatory potential wells. The potential wells are produced by saddle-node bifurcation, which are multiplied by the oscillation factor to get the oscillation potential wells. The Duffing equation can describe the motion of a particle in the oscillatory potential well. The shape of the potential well significantly affects the movement of the particle,