| 电力负荷短期预测的神经网络方法研究 |
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| 引用本文： | 易丹,王进,蒋铁铮.电力负荷短期预测的神经网络方法研究[J].电工标准与质量,2000(4). |
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| 作者姓名： | 易丹 王进 蒋铁铮 |
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| 作者单位： | 华中理工大学控制科学与工程系!湖北武汉430074，长沙电力学院电力工程系，湖南长沙410077，长沙电力学院电力工程系!湖南长沙410077，长沙电力学院电力工程系!湖南长沙410077 |
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| 摘 要： | 设计了一个三层神经网络模型来实现电力系统的短期负荷预预 .采用了改进的BP学习算法 ,以提高训练的收敛速度 .预测仿真结果表明 ,所设计的神经网络是可以进行短期负荷预测的
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| 关 键 词： | 人工神经网络 BP算法 短期负荷预测 |
An Application of the Neural Network Method to Short-term Load-forecasting |
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| YI Dan , WANG Jin , JIANG Tie zheng.An Application of the Neural Network Method to Short-term Load-forecasting[J].Journal of Changsha University of Electric Power(Natural Science Edition),2000(4). |
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| Authors: | YI Dan WANG Jin JIANG Tie zheng |
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| Affiliation: | YI Dan 1,2 , WANG Jin 2, JIANG Tie zheng 2 |
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| Abstract: | A three layer neural network has been designed to realize short term load forecasting.In order to improve training speed,improved back propagation algorithms are adopted.Simulation results show that short term load can be forecast by the designed neural network. |
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| Keywords: | artificial neural network (ANN) back propagation (BP)algorithm short term load forecasting |
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