Novel Rotating Machinery Structural Faults Signal Adaptive Multiband Filtering and Automatic Diagnosis

Table 1

Rotating machinery automatic diagnosis algorithm.

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Adaptive multiband filter and SAE automatic diagnosis algorithm

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Input: original signal of different fault .

(1) Adaptive multiband filtering

For i = 1: N

  (1)

  (2) ,

  (3)

  (4)

End

(2) SAE diagnosis model

(1) ,

(2) ,

(3) for i = 1: epochs

  End

(4)

Output: accuracy rate of test samples.

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