设计并提出一种基于广域信息分析的电力调度信息可视化通信系统,该系统通过实时数据采集与门控循环单元(Gated Recurrent Unit,GRU)神经网络模型,结合灰狼优化算法(Grey Wolf Optimizer,GWO),预测电力调度信息.系统采用消息队列遥测传输(Message Queuing Telemetry Transport,MQTT)协议保障数据传输的安全性与实时性,并提供一个3维可视化用户界面,提高信息的可访问性和决策效率.
Design of A Visual Communication System for Power Dispatching Information Based on Wide Area Information Analysis
In this paper,a visual communication system of power dispatching information based on wide-area information analysis is designed and proposed.The system predicts power dispatching information through real-time data acquisition and Gated Recurrent Unit(GRU)model combined with Grey Wolf Optimizer(GWO).The system adopts Message Queuing Telemetry Transport(MQTT)protocol to ensure the security and real-time performance of data transmission,and provides a 3D visual user interface to improve information accessibility and decision-making efficiency.
power dispatchinformation visualizationMessage Queuing Telemetry Transport(MQTT)protocol
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