阐述了负荷预测的应用研究,用MATLAB实现动态聚类或迭代自组织数据分析，采用了小波去噪的思想，多抽样率信号处理，利用自然梯度算法，预报误差法参数辨识-松弛的思想，进行逐步线性回归，从先验概率中采样，计算权重。- It describes the application of load forecasting, Using MATLAB dynamic clustering or iterative self-organizing data analysis, Using wavelet denoising thought, Multirate signal processing, Use of natural gradient algorithm, Prediction Error Method for Parameter Identification- the idea of relaxation, Stepwise linear regression, Sampling　a priori probability, calculate the weight.