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电子学报  2015 

基于改进的局部特征尺度分解和归一化正交的时频分析方法

DOI: 10.3969/j.issn.0372-2112.2015.07.026, PP. 1418-1424

Keywords: Hilbert-Huang变换,经验模态分解,局部特征尺度分解,时频分析,转子碰摩

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Abstract:

针对希尔伯特-黄变换(Hilbert-HuangTransform,HHT)中经验模态分解(EmpiricalModeDecomposition,EMD)和希尔伯特变换(HilbertTransform,HT)的不足,提出了一种基于改进的局部特征尺度分解(ImprovedLocalCharacteristic-scaleDecomposition,ILCD)和归一化正交(NormalizedQuadrature,NQ)的时频分析方法.ILCD克服了LCD的固有缺陷,在精确性和正交性等方面要优于EMD和LCD方法.同时为了克服HT的不足,提出了一种基于经验调幅调频分解标准化估计瞬时频率的归一化正交(NormalizedQuadrature,NQ)方法.通过仿真信号将EMD,LCD与ILCD进行对比,同时将标准希尔伯特变换,直接正交法与NQ进行对比,结果表明了论文方法的有效性.转子碰摩故障数据分析结果进一步验证了论文方法的有效性和优越性.

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