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作 者:张汉中[1] 肖继学[1] 杨琳 吴瑞竹[1] 李海军[1] 董圣友 王泽[1] 曾强[1]
机构地区:[1]西华大学机械工程与自动化学院,四川成都610039 [2]四川华川工业有限公司,四川成都610106
出 处:《中国测试》2014年第2期135-140,共6页China Measurement & Test
基 金:教育部科技重点资助项目(Z2012015);四川省教育厅科技重点资助项目(13ZA0025)
摘 要:简述傅里叶变换和小波变换的基本原理,在Matlab平台上设计傅里叶变换模块和小波变换模块。针对含有突变干扰、白噪音干扰等常见工程电力信号,通过实验系统研究傅里叶变换、小波变换的频域和时频分析特性。实验结果表明,傅里叶变换能较好地测试出信号的谐波成分,小波变换具有良好的信号频段分析特性。根据这些特点,探讨傅里叶变换、小波变换各自的适用场合,以便高效利用这两种方法分析电力谐波成份,为治理谐波奠定基础。The basic principles of the Fourier transform and wavelet transform are described. Function modules to implement the Fourier transform and wavelet transform are designed. As for common power signal which contains mutant interference, white noise interference, characteristics of the Fourier transform and wavelet transform to analyze the power harmonic in frequency field and in time-frequency field are systematically studied with experiments based on the two function modules. The experimental results show that the Fourier transform can be used to test the power harmonics well and the wavelet transform can be utilized to decompose the power signal into segments in different frequency area. Based on these characteristics, applications of the Fourier transform and wavelet transform are discussed in order to analyze the power harmonic with efficiency, which is the key to harnessing harmonic pollution effectively.
关 键 词:谐波分析 傅里叶变换 小波变换 Matlab系统 dmey小波
分 类 号:TM711[电气工程—电力系统及自动化] TN710[电子电信—电路与系统]
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