Guanglin Liu. (2025). The Application and Energy-Saving Effect Analysis of Intelligent LED Lighting Systems in Commercial Buildings. tudies in rt and rchitecture, 4(3), 30–37. https://doi.org/10.56397/SAA.2025.06.04