This study is based on the cold regions of China, namely severe and cold regions. By fully utilizing photovoltaic technology, local green energy can be reasonably utilized, and feasible reference can be provided for architectural design in cold regions of China. Based on the “dual carbon” goal, the application of photovoltaic technology in building skins is discussed. Through the research of this project, it is possible to clarify ways to reduce carbon emissions and promote local green and sustainable development. Examples were provided to illustrate the main manifestations of photovoltaic building integration. Through the specific application and analysis of photovoltaic housing projects, photovoltaic curtain walls, photovoltaic components, and photovoltaic materials in the skin system, it is explained that photovoltaic materials can play an important role in participating in the shaping of building form and space. The key to the integration of photovoltaic building technology is to find the best balance between energy, comfort, indoor lighting environment, economy, and design aesthetics.