Author(s)

Li Peiyuan

Corresponding Author

Li Peiyuan

Abstract

Amidst the crucial advancement of the Rural Revitalization Strategy within the unique socio-economic and ecological context of Northeast China, traditional residential architecture confronts a complex "triple dilemma": the accelerating fracture of cultural genetic codes, persistent lag in ecological performance, and an increasingly severe mismatch with evolving functional demands. This study pioneers the application of Artificial Intelligence Generated Content (AIGC) technology to the design and renovation of rural dwellings in cold regions, offering bespoke solutions. By constructing a comprehensive iterative design framework termed "Data Collection → Intelligent Generation → User Participation and Feedback," this research achieves three transformative outcomes: (1) the digital translation and parametric reconstruction of intangible regional cultural elements, (2) the algorithmic optimization and intelligent modeling of climate-responsive building systems, and (3) the precise, data-driven response to the multifaceted needs of contemporary farmers. Rigorous empirical studies conducted across multiple pilot villages demonstrate compelling results: AIGC integration enhanced the cultural distinctiveness and resonance of rural dwellings by over 45% (e.g., a surge of 70% in occupancy rates for Manchu cultural homestays), achieved significant reductions in heating energy consumption ranging from 38%to 60% (e.g., verified household heating cost savings of 60%), and substantially reduced the incidence of safety accidents among elderly residents by 60% following targeted age-friendly modifications. Crucially, this research reveals that AIGC technology transcends its role as a mere technical enabler, it acts as a dynamic bridge connecting historical traditions with modern innovation, ultimately forging a new paradigm of "Technology Empowering Cultural Continuity, Design Responding to People's Livelihood Realities" for sustainable rural revitalization. This paradigm provides a scalable solution for rural communities globally facing analogous pressures, offering a path to enhance livability and economic viability while safeguarding cultural identity.

Keywords

AIGC (Artificial Intelligence Generated Content), Northeast China Rural Housing, Digitalization of Cultural Heritage, User-Centered Design, Rural Revitalization Technology