The woody oil industry generates a large amount of seed shell waste during its production. Therefore, this paper employs central composite design (CCD) methodology to optimize the ultrasonic-assisted extraction process, thus utilizing byproduct. infrared spectrum and thermogravimetric analysis is adopted explore chemical structure thermal stability tannin. Besides, tannin resin (TF) prepared el...