 The paper utilizes the response surface method to optimize the dyeing process of wool fiber with walnut green peel pigment using microwave-assisted technology and a new modern fixing agent, resulting in improved extraction efficiency, reduced costs, and shortened fixation time while being environmentally friendly. This article was authored by Xiumei Wang, Fan Yi, Wen Tai Zhong, and others.