US2023324216A1PendingUtilityA1
Apparatus for monitoring the condition of a machine
Est. expirySep 11, 2032(~6.2 yrs left)· nominal 20-yr term from priority
Inventors:Lars-Olov Elis Hedin
G01H 1/003G01M 13/045G01M 13/028G05B 19/4069G05B 19/416
85
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Claims
Abstract
A method for analyzing the condition of a machine, and an apparatus for analyzing the condition of a machine are described.
Claims
exact text as granted — not AI-modified1 . (canceled)
2 . A method of determining an operating condition of a machine including a bearing associated with a shaft that, during operation of the machine, rotates at a speed of rotation, the method comprising:
obtaining raw signal data from a vibration sensor positioned in proximity to the bearing during operation of the machine, wherein the vibration sensor is coupled with a portable apparatus, wherein the portable apparatus includes a communication port and a processing system, wherein the portable apparatus is configured to attach on a body of the machine; converting the raw obtained signal into a digital signal data using an analog-to-digital converter, wherein the analog-to-digital converted is integrated into the portable apparatus; performing, with the processing system of the portable apparatus, signal processing on the digital signal data; transmitting from the communication port, over a wireless connection, the signal processed data instead of the obtained raw signal data; and determining the operating condition based at least on the signal processed data.
3 . The method of claim 2 , wherein performing the signal processing comprises performing a peak level analysis.
4 . The method of claim 3 , wherein the peak level analysis includes determining one or more peak amplitudes.
5 . The method of claim 4 , further comprising determining a first parameter, wherein the first parameter comprises a peak value having a certain predetermined occurrence frequency.
6 . The method of claim 2 , further comprising determining a second parameter, wherein the second parameter comprises a repetition frequency.
7 . The method of claim 2 , wherein the signal processed data is transmitted to a server.
8 . The method of claim 2 , wherein the signal processed data is transmitted to a portable computing device.
9 . The method of claim 8 , further comprising displaying the operating condition on the portable computing device.
10 . The method of claim 2 , wherein the portable apparatus is removably attachable to the body of the machine.
11 . The method of claim 2 , wherein the determination of the operating condition comprises transforming the digital signal data and using a bearing frequency factor value.
12 . The method of claim 2 , further comprising:
extracting at least one vibration signal repetition frequency from said transformed signal; generating a frequency factor estimate based on the at least one vibration signal repetition frequency and a determined speed of rotation; and comparing the generated frequency factor estimate with a stored plurality of frequency factors.
13 . The method claim 12 , further comprising generating an indicator indicative of a probable location of an incipient damage based on said frequency factor comparison.
14 . A system for determining an operating condition of a machine including a bearing associated with a shaft that, during operation of the machine, rotates at a speed of rotation, the system comprising:
a portable apparatus comprising:
a vibration sensor configured to obtain raw signal data responsive to a bearing associated with a shaft that rotates at the speed of rotation;
an analog to digital converter configured to convert the obtained raw signal data into a digital signal data;
one or more hardware processors configured to perform signal processing on the digital signal data; and
a communication port configured to wirelessly transmit the signal processed data instead of the obtained raw signal data to a first computing system, wherein an operating condition is determined by the first computing system.
15 . The system of claim 14 , wherein the signal processing comprises a peak level analysis.
16 . The system of claim 15 , wherein the peak level analysis corresponds to one or more peak amplitudes.
17 . The system of claim 14 , wherein the one or more hardware processors are further configured to determine a first parameter, wherein the first parameter comprises a peak value having a certain predetermined occurrence frequency.
18 . The system of claim 14 , wherein the one or more hardware processors are further configured to determine a second parameter, wherein the second parameter comprises a repetition frequency.
19 . The system of claim 14 , wherein the first computing device comprises a server.
20 . The system of claim 14 , wherein the first computing device comprises a portable computing device.
21 . The system of claim 14 , wherein the one or more hardware processors are further configured to:
extract at least one vibration signal repetition frequency from said transformed signal; generate a frequency factor estimate based on the at least one vibration signal repetition frequency and a determined speed of rotation; compare the generated frequency factor estimate with a stored plurality of frequency factors; and generate an indicator indicative of a probable location of an incipient damage based on said frequency factor comparison.Cited by (0)
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