METHOD AND SYSTEM FOR DATA ANALYZING BY INTRINSIC PROBABILITY DISTRIBUTION FUNCTION
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United States of America Patent
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Jan 11, 2016
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Jan 11, 2016
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Abstract
The invention provides a method for data analyzing. The method comprises receiving a data, and decomposing the data into a plurality of intrinsic mode functions (IMFs) by utilizing an empirical mode decomposition (EMD) method, wherein the IMFs are a value changes over time of the data in different frequencies. The method further comprises obtaining a plurality of probability density functions based on accumulating the distribution of each IMF according to a longest mean time scale, and generating an intrinsic probability distribution function (iPDF) component spectrum, wherein the iPDF component spectrum comprises the distribution of probability density functions between a frequency dimensional and a standard deviation dimensional. This invention result of the method can be used as a diagnosis tool implementing in a system.
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