This application relates to an energy-saving asphalt mixing plant, which includes a feeding belt conveyor, a drying drum, a hot aggregate hoist, an asphalt tank and a mixing pot. The drying drum includes a body and a heating mechanism. The heating mechanism includes a combustion cylinder and an oil gun. , Fuel supply tank and air supply assembly, the gas outlet end of the combustion tube is connected to the body, the oil gun is set in the combustion tube, and the oil outlet of the oil gun is set towards the body, the fuel supply tank is connected to the oil gun, and the air supply assembly includes a supply Air box, fan and multiple air supply pipes, the fan is connected to the air supply box, and the multiple air supply pipes are connected to the combustion cylinder and arranged tangentially to the inner wall of the combustion cylinder, and the multiple air supply pipes are arranged along the direction away from the body Arranged sequentially. In this application, a multi-layer spiral airflow will be formed in the combustion tube, thereby increasing the contact area between fuel and air, reducing the influence of turbulent air flow in the combustion tube on fuel combustion, and finally achieving the effect of increasing fuel combustion sufficiency.