| 支持向量机在电能质量间谐波分析中的应用 |
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| 引用本文： | 任铃,张忠.支持向量机在电能质量间谐波分析中的应用[J].低压电器,2012(10):47-50. |
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| 作者姓名： | 任铃 张忠 |
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| 作者单位： | 1. 四川德阳电业局电力调度中心,四川德阳,618000
2. 四川超高压公司绵阳中心,四川绵阳,621000 |
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| 摘 要： | 针对间谐波不易检测的特点,提出了一种基于支持向量机的电能质量检测方法,并结合算例予以分析。仿真结果表明,该方法能够有效地消除异常值影响,使算法对异常值具有稳健性,有比较高的分析精度。
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| 关 键 词： | 支持向量机 电能质量 间谐波 |
Electrical Energy Quality Inter-Harmonics Analysis Based on Support Vector Machines |
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| REN Ling
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ZHANG Zhong.Electrical Energy Quality Inter-Harmonics Analysis Based on Support Vector Machines[J].Low Voltage Apparatus,2012(10):47-50. |
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| Authors: | REN Ling ZHANG Zhong |
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| Affiliation: | ( Sichuan Electric Power Bureau Deyang Power Dispatching Center, Deyang 618000, China; 2. Sichuan EHU Mianyang Center Co. , Mianyang 621000, China) |
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| Abstract: | As it is hard to detect the inter-harmonics, an electrical energy quality detection method based on support vector machine was proposed, and analyzed with an example. The simulation results show that the method can effectively eliminate the effect of outliers, making the algorithm be robust against outliers with higher aceuracy. |
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| Keywords: | support vector machine （ SVM ） electrical energy quality inter-harmonics |
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