| KNN算法及其在月电量预测中的应用 |
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| 引用本文： | 周芳,杨玲.KNN算法及其在月电量预测中的应用[J].咸宁学院学报,2009,29(6):91-93. |
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| 作者姓名： | 周芳 杨玲 |
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| 作者单位： | 1. 咸宁学院,数学与统计学院,湖北,咸宁,437100
2. 咸宁高中,数学组,湖北,咸宁,437005 |
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| 摘 要： | 目前对用电量的预测方法很多，本文利用数据间的相关性，应用改进的KNN分类算法，提出了基于KNN分类算法的月用电量模型，并进行试验预测．预测结果表明此方法简单、有效．
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| 关 键 词： | KNN算法（k-最近邻算法） 月用电量 时间序列 预测模型 |
A Forecasting Model of Monthly Electricity Consumption Based on KNN Algorithm |
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| ZHOU Fang,YANG Ling.A Forecasting Model of Monthly Electricity Consumption Based on KNN Algorithm[J].Journal of Xianning College,2009,29(6):91-93. |
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| Authors: | ZHOU Fang YANG Ling |
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| Institution: | 1. College of Mathematics and Statistics, Xianning University , Xianning 437100, China ; 2. Xianning High School, Xianning 437005, China) |
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| Abstract: | This paper proposes a forecasting model of monthly electricity consumption based on KNN algorithm by means of the relativity of data . The forecasting results of practical monthly electricity consumption show that this model can forecast monthly electricity consumption more easily and effectively. |
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| Keywords: | K-Nearest Neighbor algorithm Monthly electricity consumption Time series Forecasting model |
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