基于自适应 FCM 算法的智能母线负荷聚类特性研究

摘要

With a new round of technological innovation and the deepening of power system reform , the requirements for intelli-gent and refined power dispatching continue to increase .Taking the effective information extraction and application of bus load data as the main line and combined with the bus load data of Guangxi province , the C model of regional power grid is estab-lished based on adaptive FCM algorithm , and then the load characteristics of different buses are analyzed .It provides a new i-dea and algorithm reference for the accurate load forecasting .%随着新一轮的科技革新和电力体制改革的不断深入，电力调度的智能化和工作精细化的要求不断提高。以母线负荷数据的有效信息提取和应用为主线，结合广西省母线负荷数据，基于自适应FCM算法对区域电网母线建立聚类C模型，从而针对不同母线的负荷特征进行分析，为精确的负荷预测提供了一种新思路和算法参考。