数据挖掘在智能电网中的应用研究

Research on Application of Data Mining in Smart Grid

电力大数据已成为电网公司进行决策的基础,但单纯数据的积累并不能给电网公司带来益处。因此充分利用这些基于电网实际的数据,对其进行深入分析,发现隐含的信息并加以利用,对指导电力企业做出正确的决策具有重大意义。提出了数据挖掘在智能电网中的应用场景,把数据挖掘技术应用于电力负荷预测,研究了在智能电网中应用数据挖掘技术的方法。

In the age of large power data,large data has become the basis for power companies to make decisions.But the simple accumulation of data can＇t bring benefits to the grid companies,so making full use of these actual data based on the grid,carrying on the thorough analysis,finding the implied information and using them to guide the power companies to make the right decision-making is of great significance.The application scenario of data mining in smart grid is put forward,and the data mining technology is applied to power load forecasting to study the method of applying the data mining technology to smart grid.