基于遗传算法的照明设备自动化控制方法研究  

Research on Automation Control Method of Lighting Equipment Based on Genetic Algorithm

作　　者：孙园媛 SUN Yuanyuan(Yantai Vocational College of Culture and Tourism,Yantai,Shandong 264003,China)

机构地区：[1]烟台文化旅游职业学院,山东烟台264003

出　　处：《自动化应用》2025年第6期30-32,共3页Automation Application

摘　　要：针对照明设备自动化控制节点独立设置导致频率下降的问题,对基于遗传算法的照明设备自动化控制技术进行研究。通过多阶节点部署、数据采集与适应度计算,构建自动化模型,以实现高效控制。测试结果表明,设计的遗传算法照明设备自动化控制技术最终得出的自动化控制频率较高,证明在遗传算法的辅助下,该照明设备自动化控制结构更加稳定、可靠,而且其覆盖控制范围得到了进一步扩展延伸,控制效率得到了显著提升,具有实际的控制强化价值。Addressing the issue of decreased frequency caused by the independent setup of automation control nodes for lighting equipment,research was conducted on automatic control technology for lighting equipment based on a genetic algorithm.By deploying multi-tier nodes,collecting data,and calculating fitness,an automation model was constructed to achieve efficient control.Test results indicate that the designed genetic algorithm-based automatic control technology for lighting equipment ultimately yields a higher automation control frequency.This demonstrates that,with the assistance of the genetic algorithm,the automatic control structure for lighting equipment is more stable and reliable,and its coverage control range has been further extended,with control efficiency significantly improved.It possesses practical value for control enhancement.

关 键 词：遗传算法 照明设备 自动化管控 远程监控 智能调控 多阶节点部署 

分 类 号：TM425[电气工程—电器]