基于BP神经网络的电力负荷预测算法

Power Load Prediction Based on BP Neural Network

将BP神经网络用于电力负荷预测。给出了具体的数据处理方法、神经网络构造及预测结果评价方法。在南京市夏季电力负荷统计数据集上面的实验结果表明,BP神经网络能够对电力负荷进行较好地预测。

BP neural network is used in power load prediction. The data treatment method, construction of neural network and evaluation method of prediction are given. The results of Nanjing summer power load statistical data shows that BP neural network can get good experimental results when used in power load prediction.