Aircraft prognostics health system
US-9561863-B2 · Feb 7, 2017 · US
US10464689B2 · US · B2
| Field | Value |
|---|---|
| Publication number | US-10464689-B2 |
| Application number | US-201715677885-A |
| Country | US |
| Kind code | B2 |
| Filing date | Aug 15, 2017 |
| Priority date | Aug 17, 2016 |
| Publication date | Nov 5, 2019 |
| Grant date | Nov 5, 2019 |
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A method, system, and device for diagnosing an anomaly of a monitored component in a drive train, the method including: obtaining original data based on samples of a tachometer signal; processing the original data to obtain rotational information; processing the original data to produce a sine spectrum; determining complex magnitudes of the sine spectrum; removing dominate torsional mode residuals from the complex magnitudes of the sine spectrum to produce a frequency spectrum; and determining a condition indicator from the frequency spectrum.
Opening claim text (preview).
What is claimed is: 1. A method of diagnosing an anomaly of a monitored component in a drive train, the method comprising: obtaining, by a device configured to diagnose an anomaly, original data based only on samples of a tachometer signal; processing, by the device configured to diagnose the anomaly, the original data to obtain rotational information; processing, by the device configured to diagnose the anomaly, the original data to produce a sine spectrum; determining, by the device configured to diagnose the anomaly, complex magnitudes of the sine spectrum; removing, by the device configured to diagnose the anomaly, dominate torsional mode residuals from the complex magnitudes of the sine spectrum to produce a frequency spectrum; and determining, by the device configured to diagnose the anomaly, a condition indicator from the frequency spectrum; wherein the step of determining the condition indicator from the frequency spectrum comprises: (a) determining a threshold and a noise floor for the frequency spectrum; (b) detecting peaks of the frequency spectrum over the threshold, each peak having a frequency and a magnitude; (c) calculating the difference in the frequency between the peaks; and (d) summing the magnitudes of all peaks with a difference in the frequency equal to a rotational frequency of the component to determine the condition indicator. 2. The method according to claim 1 , wherein the step of processing to produce the sine spectrum comprises performing a discrete Fourier transform (DFT). 3. The method according to claim 1 , wherein the step of removing dominate torsional mode residuals comprises: monitoring torsional vibrations in a gearbox in a drivetrain of a rotorcraft; and identifying the dominate torsional mode residuals of the gearbox. 4. The method according to claim 1 , further comprising: determining a plurality of condition indicators. 5. The method according to claim 4 , further comprising: based upon the plurality of condition indicators, determining an unhealthy condition of the plurality of condition indicators. 6. The method according to claim 5 , further comprising: identifying an unhealthy component. 7. The method according to claim 6 , further comprising: adjusting at least one of an operation and a maintenance of the unhealthy component. 8. The method according to claim 1 , wherein the device configured to diagnose the anomaly further comprises: a display; wherein the device provides a real-time indication of the anomaly in the monitored component. 9. The method according to claim 1 , further comprising: storing a history, by the device configured to diagnose the anomaly, of original data; wherein the history being stored before a diagnostic operation for the component is performed. 10. A device configured to diagnose an anomaly of a monitored component in a drive train, the device comprising: a memory configured to store original data of a tachometer signal; one or more processors in communication with the memory, the one or more processors being configured to: obtain a original data based only on samples of the tachometer signal; process the original data to obtain rotational information; process the original data to produce a sine spectrum; determine complex magnitudes of the sine spectrum; remove dominate torsional mode residuals from the complex magnitudes of the sine spectrum to produce a frequency spectrum; and determine a condition indicator from the frequency spectrum; wherein the determine the condition indicator from the frequency spectrum comprises: (a) determine a threshold and a noise floor for the frequency spectrum; (b) detect peaks of the frequency spectrum over the threshold, each peak having a frequency and a magnitude; (c) calculate the difference in the frequency between the peaks; and (d) sum the magnitudes of all peaks with a difference in the frequency equal to a rotational frequency of the component to determine the condition indicator. 11. The device according to claim 10 , wherein the processors are configured to: determine a plurality of condition indicators. 12. The device according to claim 11 , wherein the processors are configured to: based upon the plurality of condition indicators, determine an unhealthy condition of the plurality of condition indicators; and identify an unhealthy component. 13. The device according to claim 12 , wherein the processors are configured to: adjust at least one of an operation and a maintenance of the unhealthy component. 14. The device according to claim 10 , wherein the device further comprises: a display; wherein the device provides a real-time indication of the anomaly in the monitored component. 15. The device according to claim 10 , wherein the original data is stored before a diagnostic operation for the component is performed. 16. A system for diagnosing an anomaly of a monitored component in a drive train, the system comprising: a rotorcraft comprising a body, a power train coupled to the body and comprising a power source and a drive train coupled to the power source; a tachometer coupled to the drive train; and a diagnostic device associated with the tachometer, the diagnostic device operable to: obtain original data based only on samples of a tachometer signal; process the original data to obtain rotational information; process the original data to produce a sine spectrum; determine complex magnitudes of the sine spectrum; remove dominate torsional mode residuals from the complex magnitudes of the sine spectrum to produce a frequency spectrum; and determine a condition indicator from the frequency spectrum; wherein the determine the condition indicator from the frequency spectrum comprises: (a) determine a threshold and a noise floor for the frequency spectrum; (b) detect peaks of the frequency spectrum over the threshold, each peak having a frequency and a magnitude; (c) calculate the difference in the frequency between the peaks; and (d) sum the magnitudes of all peaks with a difference in the frequency equal to a rotational frequency of the component to determine the condition indicator. 17. A non-transitory computer-readable storage medium encoded with instructions that, when executed, cause one or more processors of a computing device to diagnose an anomaly of a monitored component in a drive train to: obtain original data based only on samples of a tachometer signal; process the original data to obtain rotational information; process the original data to produce a sine spectrum; determine complex magnitudes of the sine spectrum; remove dominate torsional mode residuals from the complex magnitudes of the sine spectrum to produce a frequency spectrum; and determine a condition indicator from the frequency spectrum; wherein the determine the condition indicator from the frequency spectrum comprises: (a) determine a threshold and a noise floor for the frequency spectrum; (b) detect peaks of the frequency spectrum over the threshold, each peak having a frequency and a magnitude; (c) calculate the difference in the frequency between the peaks; and (d) sum the magnitudes of all peaks with a difference in the frequency equal to a rotational frequency of the component to determine the condition indicator.
Devices for aircraft health monitoring, e.g. monitoring flutter or vibration · CPC title
Aircraft indicators or protectors not otherwise provided for · CPC title
Testing or inspecting aircraft components or systems · CPC title
Analysing tachograph charts (arrangements for graph-reading in general G06K11/00) · CPC title
Rotor drives · CPC title
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