Ultrasonic circulating extraction was applied firstly in obtaining vegetable oil. Parameter optimization was completed by Plackett–Burman and Box–Behnken design. Mechanism was interpreted through the effect of solvent properties on cavitation. Extraction kinetics was studied and discussed using second-order kinetic model. Characteristics of Acer saccharum samara oil were determined and described.