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    • 6. 发明授权
    • Monitoring of a machine with a rotating machine component
    • US10330567B2
    • 2019-06-25
    • US15098664
    • 2016-04-14
    • SIEMENS AKTIENGESELLSCHAFT
    • Henning Ochsenfeld
    • G01M13/00G01M13/028G01H1/00G01M7/00
    • In a method for the automated monitoring of a machine with a rotating machine component, at successive measurement times parameter values (Pt) of operating parameters of the machine and in each case over a predefined measurement duration, vibrations of the machine are recorded. A vibration spectrum (Yt(f)) of the vibrations recorded during the measurement duration is determined for each measurement duration. A mean power density (Φt(i)) of the vibration spectrum (Yt(f)) is in each case determined from the vibration spectrum (Yt(f)) for a multiplicity of frequency ranges. During a learning phase a model function ({circumflex over (Φ)}(1)(P) to {circumflex over (Φ)}(N)(P)) for an averaged power density is determined for each frequency range as a function of the operating parameters. During a monitoring phase for each measurement time and each frequency range an expected mean power density ({circumflex over (Φ)}(i)(Pt)) is determined from the model function ({circumflex over (Φ)}(1)(P) to {circumflex over (Φ)}(N)(P)) established in the learning phase for the frequency range, and compared with the mean power density (Φt(i)) established from the recorded vibrations.