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基于协同滤波的太阳能路灯控制系统设计

Design of Solar Street Lamp Control System Based on Collaborative Filtering
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摘要 设计了一种基于系统滤波的太阳能路灯控制系统,具有外部检测模块和太阳能板追光模块。首先控制外部检测模块来进行外部数据的采集;其次使用协同滤波算法把外部检测数据传送给控制器,控制器通过处理这些数据,传送给电机,最终实现太阳能板追光效果,提高了太阳能转化为电能的效率;最后对滤波器使用不同的参数来实现外部光线的测量效果。通过测试表明:该系统可以完整完成实验目的,具有实用意义。 This paper designs a solar street lamp control system based on system filtering. The system has an external detection module and a solar panel tracking module. First, the external detection module is controlled to collect external data. Second, the collaborative filtering algorithm is used to transmit the external detection data to the controller. The controller processes and transmits data to the motor, and finally achieves the solar panel tracking effect, which improves the efficiency of solar energy converting to electrical energy. Finally, this paper adjusts different parameters for the filter to achieve the measurement effect of the external light. The test shows that the system can reach the experimental purpose completely and has practical significance.
作者 刘曙 谭海 廖戈剑 陈煜 LIU Shu;TAN Hai;LIAO Gejian;CHEN Yu(School of Mechanical and Electronic Engineering,East China University of Technology,Nanchang 330013,China)
出处 《仪表技术》 2021年第1期19-22,26,共5页 Instrumentation Technology
关键词 协同滤波 环境检测 太阳能 智能路灯 collaborative filtering environmental detection solar energy smart street lights
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