Acoustical health monitoring of gas turbine engines
Health monitoring systems and associated methods for gas turbine engines are provided. A health monitoring method includes using a microphone to acquire operation data indicative of acoustic energy generated in a core gas path of the gas turbine engine. The operation data is compared to reference data indicative of an acoustic signature of fluid noise associated with a non-normal condition in the core gas path of the gas turbine engine. Based on the comparing of the operation data to the reference data, the non-normal condition is determined to exist within the core gas path of the gas turbine engine. A signal indicative of the existence of the non-normal condition within the core gas path of the gas turbine engine is output.
1. A method of operating a gas turbine engine, the method comprising:
receiving reference data indicative of an acoustic signature of fluid noise associated with a non-normal condition in a core gas path of the gas turbine engine;
during operation of the gas turbine engine, acquiring operation data indicative of acoustic energy generated in the core gas path of the gas turbine engine;
comparing, at a controller of the gas turbine engine, the operation data to the reference data;
determining, based on the comparing of the operation data to the reference data, an existence of the non-normal condition in the core gas path of the gas turbine engine; and
in response to determining the existence of the non-normal condition, generating, at the controller of the gas turbine engine, a signal indicative of the existence of the non-normal condition in the core gas path of the gas turbine engine; and
initiating, at the controller, an action to mitigate the non-normal condition.
2. The method as defined in claim 1 , comprising, prior to receiving the reference data, acquiring the reference data from another gas turbine engine in which the non-normal condition exists.
3. The method as defined in claim 1 , wherein acquiring the operation data includes acquiring the operation data via a microphone acoustically coupled with the core gas path of the gas turbine engine.
4. The method as defined in claim 3 , wherein the microphone is disposed inside the core gas path of the gas turbine engine.
5. The method as defined in claim 1 , wherein determining the existence of the non-normal condition within the core gas path of the gas turbine engine includes determining that the operation data matches the reference data within a predetermined threshold.
6. The method as defined in claim 1 , wherein the non-normal condition includes a damaged rotor blade disposed in the core gas path of the gas turbine engine.
7. The method as defined in claim 1 , wherein the non-normal condition includes a fluid leak from a conduit.
8. The method as defined in claim 1 , wherein the non-normal condition includes a presence of a liberated fragment of an engine component within the core gas path of the gas turbine engine.
9. The method as defined in claim 1 , wherein the non-normal condition includes an aerodynamic instability in a compressor of the gas turbine engine.
10. The method as defined in claim 1 , wherein comparing the operation data to the reference data includes transforming the operation data to a representation in a frequency domain.
11. The method as defined in claim 1 , wherein comparing the operation data to the reference data includes comparing an amplitude and/or a frequency of the operation data to an amplitude and/or a frequency of the reference data.
12. The method as defined in claim 1 , wherein comparing the operation data to the reference data includes comparing a two-dimensional pattern of the operation data to a two-dimensional pattern of the of the reference data.
13. The method as defined in claim 1 , wherein initiating the action to mitigate the non-normal condition includes initiating a shutdown of the gas turbine engine.
14. The method as defined in claim 1 , wherein:
the non-normal condition includes an aerodynamic instability in a compressor of the gas turbine engine; and
initiating the action to mitigate the non-normal condition includes commanding an actuation of a variable geometry mechanism associated with the compressor of the gas turbine engine.
15. A health monitoring system for a gas turbine engine, the health monitoring system comprising:
a microphone operable to acquire operation data indicative of acoustic energy generated in a core gas path of the gas turbine engine during operation of the gas turbine engine;
one or more data processors operatively coupled to the microphone; and
non-transitory machine-readable memory storing:
reference data indicative of an acoustic signature of fluid noise associated with a non-normal condition in the core gas path of the gas turbine engine;
instructions executable by the one or more data processors and configured to cause the one or more data processors to:
compare the operation data acquired by the microphone to the reference data;
determine, based on the comparing of the operation data to the reference data, an existence of the non-normal condition in the core gas path of the gas turbine engine; and generate a signal indicative of the existence of the non-normal condition in the core gas path of the gas turbine engine, and
a controller of the gas turbine engine, wherein:
the controller includes the one or more data processors; and
the controller is configured to:
determine the existence of the non-normal condition when the non-normal condition is in progress; and
command a change in an operating parameter of the gas turbine engine to mitigate the non-normal condition.
16. The health monitoring system as defined in claim 15 , wherein the microphone is disposed inside the core gas path of the gas turbine engine.
17. A method of operating a gas turbine engine, the method comprising:
receiving reference data indicative of an acoustic signature of fluid noise associated with a non-normal condition in a core gas path of the gas turbine engine;
during operation of the gas turbine engine, acquiring operation data indicative of acoustic energy generated in the core gas path of the gas turbine engine;
comparing, at a controller of the gas turbine engine, the operation data to the reference data;
determining, based on the comparing of the operation data to the reference data, an existence of the non-normal condition in the core gas path of the gas turbine engine; and
in response to determining the existence of the non-normal condition, generating, at the controller of the gas turbine engine, a signal indicative of the existence of the non-normal condition in the core gas path of the gas turbine engine,
wherein the method includes, prior to receiving the reference data, acquiring the reference data from another gas turbine engine in which the non-normal condition exists.