This paper proposes an innovative redesign method the honeysuckle pattern specifically for the caisson in the Mogao Grottoes during the middle Sui Dynasty in order to better inherit the art of Dunhuang and meet contemporary aesthetic requirements. A literature review and case study were used to summarize Lotus pattern types and characteristics. The paper proposes a novel design model for the honeysuckle pattern, drawing inspiration from historical designs and employing a combination of traditional and modern technology. Through this methodology, the paper concludes that the innovative honeysuckle pattern design for the caisson in the Mogao Grottoes successfully integrates traditional design elements with contemporary design methods. This design method does not only reflect the historical context of the Middle Sui Dynasty but also exemplifiy the potential of method in contemporary design practice.