基于客户画像的多元化能源消费侧数据安全实时监测

Real-time Monitoring of Diversified Energy Consumption Side Data Security Based on Customer Portrait

为了解决由于能源消费侧数据多元化导致的数据安全监测精度低的问题,提出了基于客户画像的多元化能源消费侧数据安全实时监测方法。以收集不同客户的能源消费数据为基础,分析客户的消费规律,并利用设置标签的方式生成客户画像,提取用户实时能源消费数据的变化特征,从而实现多元化能源消费侧数据安全实时监测。实验结果表明,所提出的方法可有效地降低能源消费侧数据的监测误差,即设计的数据安全实时监测方法在监测精度方面具有优势。

In order to solve the problem of low accuracy of data security monitoring caused by the diversification of energy consumption side data, a real-time monitoring method of diversified energy consumption side data security based on customer portrait is proposed. Based on the collected energy consumption data of different customers, the consumption law of customers is analyzed, and the customer portrait is generated by setting labels to extract the change characteristics of users’ real-time energy consumption data, so as to realize the real-time monitoring of data security of diversified energy consumption side. The experimental results show that this method can effectively reduce the monitoring error of energy consumption side data, that is, the designed data security real-time monitoring method has advantages in monitoring accuracy.