The automatic monitoring system of power communication information based on artificial intelligence is designed to rationally monitor power communication information data,providing important guarantee for accurate decision-making and nor-mal operation of power enterprises.The data acquisition unit is responsible for collecting power communication information da-ta.After the data scale conversion,the data dimension is unified,the data noise reduction is completed,and the data are com-pressed through the neural network.The compressed power communication information data are transmitted to the monitoring center through the communication layer.After the monitoring center receives the power communication information data,the data mining and control module constructs the multi-layer convolutional neural network power communication information data anomaly monitoring model,identifies the abnormal data in the power communication information data,and completes the corre-sponding automatic monitoring of power communication information data.The experimental results show that the system has strong data monitoring ability in automatic monitoring work of the power communication information data,and the system can be applied to the actual work to obtain the ideal data automatic monitoring effect.
关键词
人工智能/电力通信信息/数据监控/自动化/多层卷积/数据清洗
Key words
artificial intelligence/power communication information/data monitoring/automation/multi layer convolution/da-ta cleaning
维普
万方数据