基于感性工学和AIGC的山西民居纹样设计研究OA

In view of the disconnection between cultural semantics and contemporary aesthetics in the modern translation of auspicious patterns of traditional dwellings in Shanxi,this paper explores the innovative design path of integrating Kansei Engineering and AIGC technology.Taking the Cao Family Courtyard as the research object,the youth group with regional cultural cognition was selected,and the evaluation scale was constructed using the semantic difference method of Kansei Engineering.The factor analysis of the collected data was carried out by SPSS,and the core perceptual dimension was extracted.Combined with the LoRA model training and AIGC generation technology,the intelligent design and soft installation application of patterns are realized.The study identified two key perceptual factors of'development'and'stability,'and generated innovative patterns with both traditional semantics and modern aesthetic characteristics.The design practice and evaluation verified the effectiveness of the translation method.The design method of combining perceptual images with AIGC can scientifically guide the transformation of traditional patterns into a modern context,and provide quantifiable and operable technical support for the activation and inheritance of regional cultural heritage.