A multi-layer neural network based on Single Parameter Dynamic Search Algorithm (SPDS) is proposed for short term load forecasting in this paper.

• 摘要用多层神经网络模型解决短期电力负荷预测问题，提出了运用基于非梯度的单参数动态搜索(SPDS)算法训练网络。