This paper discusses an improved approach to the Trombe wall: an insulated panel is installed on the inner side, and vents are installed at the top and bottom to connect the outer and inner air layer with the interior. Direct current (DC) fans are installed in the upper vents for stable control of the air circulation. The study first analyzed the thermal performance of this composite Trombe wall, for which the heat load was 27.3% less compared to the classic Trombe wall and 32.1% less compared to the case without the Trombe wall. However, its efficiency for heating the room temperature was not high without heating. Then, we optimized the ventilation efficiency, the proportion of the Trombe wall in the room, and the type of glazing. The highest heat load savings could be achieved when the ventilation openings used high ventilation with temperature-controlled fans and the Trombe wall about 3% of the house floor area. With the use of Low-e double-glazing, we were able to save nearly 41.3% of the heat load than that with the regular single-glazing. For the composite Trombe wall, after taking into account the optimization factors, the room temperature was significantly higher, and could save nearly 52.3% of energy compared to the pre-optimization period.

In the context of the Chinese rural revitalization strategy, the unique residential characteristics of local vernacular dwellings formed by profound historical and cultural accumulation, climate characteristics, and residential lifestyle have undergone profound change in the gully regions of the Loess Plateau. Accordingly, the contradictions of traditional vernacular dwelling protection, increasing living requirements, and ecological protection have intensified. In this paper, with the aim of optimizing courtyard layout for vernacular dwellings, the thermal performance and regional adaptability of different courtyard layouts were analyzed using Ladybug and Honeybee tools. According to the thermal simulation within the courtyard, the current optimal layout type was determined, and then, several ecological optimization designs were proposed for the further improvement of it. The results revealed that the improved vernacular dwelling model has better regional adaptability, which corresponds to the local living culture and living habits, saves land resources, and provides a better thermal comfort performance. This research not only has a positive function for the protection of local architectural culture, but also plays an essential role in improving residents’ living comfort and living standards. We hope that the research results are meaningful and can be used as a reference for future rural construction in the Loess Plateau.