The present invention discloses an energy-saving tanning device with segmented wrinkle removal. The device comprises a heating roller, an impression roller, a spray pipe, and a fence ring, wherein two end heads of the spray pipe are sealed the spray pipe is disposed above cloth, an inlet is arranged in the center of the spray pipe and is communicated with an ultrasonic wave water atomization generator, a plurality of spray holes are formed in a pipe wall of the spray pipe, center-to-center distance of the spray holes is the same, areas of the spray holes close to two ends of the spray pipe is larger than that of the spray holes adjacent to the center of the spray pipe and gradually change, and when the cloth passes below the spray holes, and humidity of the two ends of the cloth contacting atomizd steam is high; the fencing ring is composed of a plurality of circumferential strips of the same length and at least two axial strips, the fencing ring is installed close to an inner wall of a roller ring of the heating roller, center-to-center distance between adjacent circumferential strips is the same, the width of the circumferential strips reduces gradually from the center of the roller ring to two ends of the roller ring, and the temperature of a high temperature oil lowers after the oil is conducted to the roller ring, reaches the highest at positions close to the two ends of the roller ring, and changes gradually. The benefical effects of the tanning device are energy conservation, high temperature, high humidity and high pressure setting, and excellent precision control effects.