动态神经网络模型及在电力负荷建模中的应用

Dynamic Neural Network Model and its Application in Electric Load Modeling

分析了静态神经网络在动态电力负荷建模中存在的问题，提出了适用于动态负荷建模的动态神经网络模型，并且给出了具体的训练算法。通过对一个实际工业负荷建模，证明了所提方法的可行性及有效性。

The dynamic neural network model is put forward and the corresponding training algorithm presented. The example of load modeling based on the field measurement data indicates that the presented dynamic neural network model is more efficient than the current static neural network model in electric load modeling.