Design and Research of Lighting System for High-end Office Environment Based on Big Data Analysis
Yuanyuan Liu, Tingting Han · Academic Journal of Science and Technology · 2025
For office lighting, in order to achieve good lighting quality, it is necessary to consider the overall arrangement of lamps to make the illuminance and brightness distribution of the space meet certain uniformity requirements. In addition, people may have different perceptions of the comfort of the lighting environment when engaging in different activities. Intelligent lighting system can effectively control the dimming and switching of the whole lighting circuit, and has flexible controllability; When switching lighting scenes, the system can ensure fade-in or fade-out, and has strong scene control ability. This topic mainly aims at how to improve and improve the intelligent level of high-end office environment lighting, and designs a high-end office environment lighting system based on big data analysis. The system mainly includes three parts: intelligent human body detection and regional positioning module, lighting control module and intelligent monitoring software module of upper computer. Mask R-CNN based on deep learning is adopted as the model of human detection. The purpose of using deep learning to classify areas instead of strictly dividing image areas is to deal with the problem that the installation positions and azimuth angles of image acquisition equipment in each office are not exactly the same, so that the system can achieve more intelligent control. The whole system has the advantages of intelligence, high efficiency and so on, which better meets the requirements of high-grade office environment for lighting quality.