| 基于小波神经网络的电网负荷预测 |
| |
| 引用本文： | 李宏,于菲菲,方世辉.基于小波神经网络的电网负荷预测[J].现代计算机,2008(10). |
| |
| 作者姓名： | 李宏 于菲菲 方世辉 |
| |
| 作者单位： | 大庆石油学院电气信息工程学院,大庆163318 |
| |
| 摘 要： | 为提高负荷预测的精度及反映天气因素对负荷的影响.选用小波理论中的Malht算法进行多尺度分析.应用新疆塔北电网近年的负荷数据和气象资料进行了预测,预测结果表明其具有较好的性能.
|
| 关 键 词： | Mallat算法 BP神经网络 小渡神经网络 负荷预测 |
Load Forecasting of Power Network Based on Wavelet Neural Network |
| |
| LI Hong,YU Fei-fei,FANG Shi-hui.Load Forecasting of Power Network Based on Wavelet Neural Network[J].Modem Computer,2008(10). |
| |
| Authors: | LI Hong YU Fei-fei FANG Shi-hui |
| |
| Affiliation: | LI Hong,YU Fei-fei,FANG Shi-hui(Academy of Electric , Information Engineering,Daqing Petroleum Institute,Daqing 163318) |
| |
| Abstract: | To improve the precision of load forecasting and reflect the influence of climate factors on load better,the Mallat algorithm to carry on the Multi-Resolution Analysis(MRA).The load data and climatic information of Xinjian power network in recent years are applied in the load forecasting.The forecasting results show that the forecasting precision can be improved by choosing training samples. |
| |
| Keywords: | Mallat Algorithm BP Neural Network Wavelet Neural Network Load Forecasting |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
