The work aims to solve the wrinkles of tipping paper for cigarette and determine the optimal parameters of winder equipment. The combined method of single factor experiment and full factorial design of experiment was used to investigate the key factors affecting the wrinkle rate of tipping paper and further study the effect of rolling parameters of YJ17 winder equipment on the wrinkle of tipping paper. During the process of rolling of cigarette, the effect of the bonding, the gap between rolling board and roller, the gap between rolling strip and roller groove, and the temperature of rolling board on the wrinkle rate of the tipping paper was obvious. By improving the rolling surface of the rolling board, when the gap between the rolling board and the roller was 8.0 mm and the gap between the rolling strip and the roller groove was 7.1 mm, the wrinkle phenomenon of the Zhenlong A cigarette tipping paper was obviously improved. Under the same tipping paper and ambient temperature conditions, by adjusting and optimizing the gap between the rolling board and the roller, and the gap between the rolling strip and the roller groove, the wrinkle rate of Zhenlong A cigarette tipping paper is effectively reduced. This study provides a solution for the wrinkle problem in cigarette production, and also offers a new idea for the intelligent optimization of cigarette production technology.