1. Introduction In recent years, with the rapid advancement of technologies such as the Internet of Things (IoT), big data, and artificial intelligence, intelligent lighting systems have become a research hotspot. These technologies provide robust support for the intelligent upgrading of lighting systems in open public areas, enabling automatic adjustments based on various factors, including ambient light, human activity, and time, to optimize lighting performance and achieve efficient energy use.
