US 11,599,085 B2 · Method and apparatus for analysing the condition of a machine having a rotating part

Abstract

A method analyzing a machine having a rotating shaft includes generating an electric measurement signal dependent on mechanical vibrations from the shaft rotation; sampling the measurement signal to generate a digital measurement data signal; performing a decimation of the digital measurement data signal to achieve a digital signal having a reduced sampling frequency, where the decimation includes controlling the reduced sampling frequency such that the number of sample values per revolution of the shaft is kept at a substantially constant value, and receiving the digital signal at an enhancer input performing a correlation in the enhancer so as to produce an output signal sequence where repetitive signals amplitude components are amplified in relation to stochastic signal components, and performing a condition analysis for analyzing the condition of the machine dependent on the digital signal having a reduced sampling frequency.

Claims34

Dependent claims

A method for detecting an operating condition of a machine including a machine part associated with a shaft configured to rotate at a variable speed, the method comprising:

generating a digital measurement signal from an analog measurement signal responsive to mechanical vibration emanating from the machine detected by a vibration sensor;
applying a bandpass filter on the digital measurement signal to extract a resonance frequency signal that corresponds to vibrations emanating from the machine part;
adjusting a number of samples for each revolution in the filtered digital measurement signal based on a measured speed of revolution of the shaft, thereby generating an adjusted digital signal;
transforming the adjusted signal into a frequency domain;
and
detecting said operating condition based on the transformation of the adjusted digital signal, wherein the machine part comprises a bearing, said bearing including a rolling element placed between an outer race bearing surface and an inner race bearing surface so that, when the shaft rotates, the rolling element moves between said outer and inner race bearing surfaces thereby causing said mechanical vibration.

3 more elements

A system for detecting an operating condition of a machine including a machine part associated with a shaft configured to rotate at a variable speed, the system comprising:

a vibration sensor configured to generate an analog measurement signal including a non-linear response at a resonance frequency responsive to mechanical vibration emanating from the machine;
an analog-to-digital converter configured to generate a digital measurement signal based on the analog measurement signal;
and
one or more hardware processors configured to:
apply a bandpass filter on the digital measurement signal to extract a resonance frequency signal that corresponds to vibrations emanating from the machine part, wherein the bandpass filter includes a lower cutoff frequency less than the resonance frequency and an upper cutoff frequency greater than the resonance frequency;
apply an envelope detector to the bandpass filtered digital signal to generate an enveloped measurement signal;
adjust a number of samples for each revolution in the enveloped measurement signal based on a measured speed of revolution of the shaft to maintain a same number of samples for each shaft revolution independent of the speed of revolution of the shaft thereby generating an adjusted digital signal;
transform the adjusted digital signal into a frequency domain, thereby generating a transformed digital signal;
and
detect said operating condition based on a detection of one or more peaks in the transformed digital signal.

7 more elements

Dependencies are inferred from the claim text.

Method and apparatus for analysing the condition of a machine having a rotating part

Life of this patent

Method and apparatus for analysing the condition of a machine having a rotating part

Life of this patent

Abstract

Claims34