| 一种通用电力负荷预估方法及其系统实现 |
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| 引用本文： | 周翔 李枚毅. 一种通用电力负荷预估方法及其系统实现[J]. 小型微型计算机系统, 1999, 20(10): 785-788 |
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| 作者姓名： | 周翔 李枚毅 |
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| 作者单位： | 中南工业大学信息工程学院!长沙410083 |
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| 摘 要： | 本文针对电力负荷预报系统中传统方法在普适性方面的不足，提出了一种基于多分辨率遗传算法的神经网络方法，并将其应用在短期电力负荷预报系统中，运行结果表明，该预报方法具有预报精度高、训练速度快，鲁棒性和适应性强等特点，使系统具有较强的通用性。
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| 关 键 词： | 遗传算法 神经网络 电力系统 负荷预估 |
A GENERAL ELECTRIC LOAD FORECASTING METHOD AND ITS SYSTEM REALIZATION |
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| ZHOU Xiang LI Mei yi CAI Zi xiang. A GENERAL ELECTRIC LOAD FORECASTING METHOD AND ITS SYSTEM REALIZATION[J]. Mini-micro Systems, 1999, 20(10): 785-788 |
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| Authors: | ZHOU Xiang LI Mei yi CAI Zi xiang |
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| Abstract: | Aimed at the drawbacks of low adaptability of the conventional methods in electric load forecasting systems, this paper proposed a multi resolution GA based artificial neural network and applied it in short term electric load forecasting system. The practice showed the method has the superiority of high forecasting accuracy, fast training speed, satisfied robustness and fitness, which makes the system has high adaptability. |
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| Keywords: | Electrcal load forecast Genetic Algorithm Neural Network |
| 本文献已被 CNKI 维普 等数据库收录！ |
