As a city's landmark building, railway passenger stations are often large in space, crowded and extremely comfortable, which resulted in high energy consumption. Taking Taiyuan south railway station as a case, this paper introduced the green energy-saving design of the adaptable climate through natural ventilation, palisade structure, shading and natural lighting, ventilation and heating, and so on. Meanwhile, design effects were verified by simulation and experimental test.