高校教室智能自适应灯控方法研究与系统实现  

Research and System Implementation of Intelligent Adaptive Light Control Method in College Classroom

作　　者：乔诗淇 杨偲璇 马圆圆 QIAO Shiqi;YANG Sixuan;MA Yuanyuan(Xi’an Polytechnic University,Xi’an Shaanxi 710600,China)

机构地区：[1]西安工程大学,陕西西安710600

出　　处：《信息与电脑》2025年第4期62-64,共3页Information & Computer

基　　金：2024年陕西省大学生创新训练计划项目“高校教室智能自适应灯控与报修系统研究与实现”(项目编号:S202410709112)。

摘　　要：针对目前高校教室电灯手动控制造成资源浪费的问题,研究并实现了一种智能自适应灯控系统。该系统创新性地运用计算机视觉算法,利用教室现有摄像头采集实时学生入座视频流,通过对该视频采用AlphaPose算法进行人体姿态的精准评估,判断学生的入座位置,并结合阳光光照强度进一步实现智能自适应灯控功能,达到“人来灯亮,人走灯灭”的效果。该系统不仅在节能减排方面成效显著,还可广泛应用于多场景的电灯及风扇智能控制、人数动态监测等领域,具有广阔的应用前景。In response to the problem of resource waste caused by manual control of classroom lights in colleges and universities,an intelligent adaptive lighting control system has been researched and implemented.This system innovatively employs computer vision algorithms,using the existing cameras in classrooms to collect real-time video streams of students taking their seats.By applying the AlphaPose algorithm to this video,it accurately assesses the postures of human to determine students’seating positions.Combined with the intensity of sunlight,it further realizes the intelligent adaptive lighting control function,achieving the effect of“lights on when people come,lights off when people leave”.This system not only has significant achievements in energy conservation and emission reduction but can also be widely applied in various scenarios for intelligent control of lights and fans,dynamic monitoring of the number of people,and other fields,presenting broad application prospects.

关 键 词：高校教室 智能灯控 人体姿态评估 

分 类 号：TP18[自动化与计算机技术—控制理论与控制工程]