基于最大相关性的小波谐波检测方法 |
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引用本文: | 于海雁,逢增吉. 基于最大相关性的小波谐波检测方法[J]. 鞍山钢铁学院学报, 2012, 0(3): 260-263,284 |
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作者姓名: | 于海雁 逢增吉 |
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作者单位: | 沈阳工业大学信息科学与工程学院,辽宁沈阳110870 |
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摘 要: | 谐波的存在严重影响电网中电能的质量,保证电力系统的安全运行,首先要对谐波进行准确的检测和分析,剖析电网中的谐波成分。傅里叶变换能够分析谐波中稳态成分,却无法分析电力谐波中广泛存在的暂态及突变信号。小波变换的时频分析方法应用于谐波分析当中,弥补了傅里叶变换的这一缺陷。本文通过Matlab仿真,采用最大相关性的方法选取小波基,并用小波变换实现对电力系统中暂态信号的分析,将小波变换与傅里叶变换的分析方法进行比较,验证了基于小波变换的谐波检测方法的有效性。
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关 键 词: | 谐波检测 傅里叶变换 小波变换 小波基 |
Research on harmonic detection methods of wavelet transform with max-correlation base on max-correlation |
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Affiliation: | YU Haiyan , PANG Zengji (School of Information Science and Engineering, Shenyang University of Technology, Shenyang 110870,China) |
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Abstract: | The existence of harmonics affects the quality of power seriously. In order to ensure the op- eration of power system securely, the accurate detection and analysis for the harmonic components is carried out. Fourier transform can be used to analyze the steady-state composition of harmonic, but it can not be used to analyze the transient or abrupt signals. The method of time-frequency analysis based on wavelet transform will overcome the defects of Fourier transform. From the Matlab simula- tion, the wavelet base is selected with max-correlation method, the analysis of transient signals in power system is realized by using wavelet transform, and a comparison between Fourier transform method and wavelet transform method is carrid out. Finally, the effectiveness of this method is veri- fied. |
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Keywords: | harmonic detection Fourier transform wavelet transform wavelet base |
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