An Envelope Analysis Method Based on Local Mean Decomposition Filtering
A technology of local mean decomposition and envelope analysis, applied in the field of rotating machinery condition monitoring and fault diagnosis, which can solve the problems of low analysis accuracy, misjudgment, and low technical accuracy.
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[0098] Examples such as figure 1 , figure 2 , image 3 As shown, an envelope analysis method based on local mean decomposition filtering includes the following steps:
[0099] Step 1: Use the acceleration sensor to measure the vibration signal x(k), (k=1,2, ...,N) of the rotating machinery at the sampling frequency fs, where N is the length of the sampling signal;
[0100] Step 2: Use the local mean decomposition algorithm to decompose the signal x(k) into n components and a sum of trend items, namely , where c i (k) represents the i-th component obtained by the local mean decomposition algorithm, r n (k) represents the trend item obtained by the local mean decomposition algorithm;
[0101] Step 3: to c i (k) Perform the rearrangement operation and replacement operation, and the data obtained by the rearrangement operation is represented by c i shuffle (k) indicates that the data obtained after the substitution operation is c i FTran (k) means;
[0102] Step 4: t...
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