复杂静态负荷特性支持向量机模型的研究

Study of Static Load Modeling Based on Support Vector Machint

随着电力系统的不断发展,传统的静态模型已经很难描述现代电力负荷的静特性,需要有新的模型形式。该文采用的支持向量机模型,基于有限样本训练就能获得良好的泛化能力,有可能成为电力负荷建模的新方法。该文研究了基于支持向量机回归理论的静态电力负荷建模方法,利用Matlab软件和仿真数据进行支持向量机静态模型的辨识,验证了支持向量机负荷建模的可行性与有效性。

With the development of the power system, there is much more difficult to draw the steady-state load characteristic with the traditional static load model.This paper presents a new static load modeling method based on Support Vector Machine（SVM）.The proposed model and method have been verified by digital simulation with Matlab.