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Segregate Large Time Series into Shock or Vibration Portions, then Run PVSS or PSD for Each #156

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S-Hanly opened this issue Jan 26, 2022 · 2 comments
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customer priority Priority identified by the product team endaq.calc Related to `endaq.calc`

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@S-Hanly
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S-Hanly commented Jan 26, 2022

Inspired from this article that recommends taking a large time series and segregating into either shock or vibration periods via a skyline approach identified with either:

  • RMS
  • Kurtosis
  • Peak
    image

Then compute a waterfall plot (line for each segment) for the various shock and vibration profiles.
image
1642883.pdf

Note that this would automate what many enDAQ customers are looking to do:

  • From a large time series
  • Define a SRS to represent the environment
  • Define a PSD to represent the environment
  • Understand the consistency of above environments (remove outliers for example)
@S-Hanly S-Hanly added endaq.calc Related to `endaq.calc` customer priority Priority identified by the product team labels Jan 26, 2022
@pscheidler
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Discussed in meeting: this will be a separate function from PVSS, but the output can be fed into PVSS for processing

@pscheidler
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related: #169 to pull out shock values

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