基于多数据融合的智能电网运检信息平台设计

Design of intelligent power grid operation and inspection information platform based on multi⁃data fusion

针对目前智能电网运检管理分散性较大,缺乏统一的平台整体管控电网设备运行情况、运检业务和资源整合等问题,提出了一种基于多数据融合的智能电网运检信息平台设计。设计了智能电网运检信息平台的整体架构,包括运检生产管理系统、实时调控系统、智能电网运检管理平台等。采用Hermite正交多项式激励的前向神经网络模型对电网中的多源数据进行融合,以准确分析电网的运行状态。利用搭建的智能电网运检信息平台进行实验测试。实验结果表明,该平台能够实时监测设备状态并实现故障预警等功能,有效强化了对现场设备和运检工作的管控。

Aiming at the problems of scattered intelligent power grid operation and inspection management,lack of unified platform for overall control of power grid equipment operation,operation and inspection business and resource integration,proposes a design of intelligent power grid operation and inspection information platform based on multi data fusion.Designs the overall framework of the intelligent power grid operation and inspection information platform,including the operation and inspection production management system,real⁃time air conditioning system,intelligent power grid operation and inspection management platform,etc.The forward neural network model excited by Hermite orthogonal polynomials is used to fuse the multi⁃source data in the power grid to accurately analyze the operation state of the power grid.The intelligent power grid operation and inspection information platform is used for experimental test.The experimental results show that the platform can monitor the status of the equipment in real time,and realize the function of fault early warning,and effectively strengthen the management and control of the field equipment and operation inspection.