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基于物联网的大功率LED智慧路灯终端控制系统设计

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由于传统的路灯终端控制系统存在丢包率高、传输速率慢等问题,设计基于物联网的大功率LED智慧路灯终端控制系统,提升智慧路灯终端控制效果,节约电能.系统采集大功率LED智慧路灯终端运行状态信息;利用集中控制器缓冲处理采集的信息与路灯终端控制指令,避免信息冲突;建立五级调光有向无环图支持向量机分类模型,控制路灯终端,完成智能调光.实验证明,所提系统可有效采集智慧路灯终端运行状态信息,有效控制路灯终端,降低路灯的用电量.在不同通信距离时,所提系统的信息传输丢包率较低、传输速率较快,具备较优的信息传输效果.
Design of High-power LED Intelligent Street Lamp Terminal Control System Based on Internet of Things
Due to the problems of high packet loss rate and slow transmission rate in the traditional street lamp terminal control system,a high-power LED intelligent street lamp terminal control system based on Internet of Things is designed to improve the control effect of intelligent street lamp terminal and save electric energy.The system collects the operation status informa-tion of high-power LED intelligent street lamp terminal,uses the centralized controller to buffer the collected information and the control instructions of the street lamp terminal to avoid information conflicts,establishes a five-level dimming directed acy-clic graph support vector machine classification model,controls the street lamp terminal,and completes intelligent dimming.Experiment shows that the system can effectively collect the operation status information of intelligent street lamp terminals,effectively control the street lamp terminals,and reduce the power consumption of street lamps.At different communication distances,the system has lower packet loss rate and faster transmission rate,and has better information transmission effect.

Internet of ThingsLED intelligent street lampterminal controldirected acyclic graphsupport vector machine

杜姬芳

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鸿宝科技股份有限公司,广东,中山 528421

物联网 LED智慧路灯 终端控制 有向无环图 支持向量机

2024

微型电脑应用
上海市微型电脑应用学会

微型电脑应用

CSTPCD
影响因子:0.359
ISSN:1007-757X
年,卷(期):2024.40(12)