The invention relates to the technical field of intelligent power saving, in particular to an intelligent street lamp energy-saving control system based on cloud side end collaboration, which comprises a cloud platform management end, an edge integrated controller, an intelligent street lamp controller and a control algorithm. Then the data are uploaded to a cloud platform management end, and after control algorithm processing is carried out, the edge integrated controller transmits a scheduling mode to an intelligent street lamp controller to carry out intelligent scheduling on street lamps; meanwhile, data information is transmitted to a cloud platform management end, then data is predicted and analyzed through a deep learning model, and the deep learning model and a fuzzy logic rule are continuously optimized and adaptively adjusted through real-time feedback so as to cope with changes of an environment and a traffic mode and realize more efficient and higher-responsiveness urban lighting management.
本发明涉及智能节电技术领域,尤其涉及一种基于云边端协同的智慧路灯节能控制系统,包括云平台管理端、边缘集中控制器、智能路灯控制器和控制算法,在工作时,边缘集中控制器通过检测车辆速度和车辆数目,然后将数据上传至云平台管理端,在进行控制算法处理后,边缘集中控制器将调度方式传输至智能路灯控制器,对路灯进行智能调度;同时将数据信息传输至云平台管理端,然后数据经过深度学习模型进行预测分析,通过实时反馈持续优化,自适应地调整深度学习模型和模糊逻辑规则,以应对环境和交通模式的变动,实现更高效和响应性更强的城市照明管理。
Intelligent street lamp energy-saving control system based on cloud side end cooperation
一种基于云边端协同的智慧路灯节能控制系统
2024-10-18
Patent
Electronic Resource
Chinese
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