METHODS AND SYSTEMS OF MONITORING A CONDITION OF A COMPONENT OF A GAS TURBINE ENGINE
20230314281 · 2023-10-05
Assignee
Inventors
Cpc classification
F05D2260/80
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
F01D21/003
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
G01N2291/0258
PHYSICS
F05D2220/323
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
F02C7/00
MECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
International classification
Abstract
Described herein is a method of monitoring a condition of a component of a gas turbine engine, comprising: obtaining, with a non-contact monitoring sensor, monitoring data, wherein a portion of the monitoring data relates to the condition of the component of the gas turbine engine; obtaining, using a position sensor, positional data relating to the component's position; communicating the monitoring data and the positional data to a processing module, and analysing, using the processing module, the monitoring data and positional data to determine the portion of the monitoring data which relates to the component and determine a condition of the component. Also described herein is a system for monitoring and a gas turbine engine comprising the system.
Claims
1. A method of monitoring a condition of a component of a gas turbine engine, comprising: obtaining, with a monitoring sensor, monitoring data, wherein a portion of the monitoring data relates to the condition of the component of the gas turbine engine; obtaining, using a position sensor, positional data relating to the component's position; communicating the monitoring data and the positional data to a processing module, and analysing, using the processing module, the monitoring data and positional data to determine the portion of the monitoring data which relates to the component and determine a condition of the component.
2. The method according to claim 1, wherein the monitoring sensor is a non-contact monitoring sensor.
3. The method according to claim 1, wherein the positional data and monitoring data include time data, and wherein determining the portion of the monitoring data which relates to the component includes pairing the positional data with the monitoring data based upon the time data.
4. The method according to claim 1, wherein the monitoring data comprises data relating to the condition of each of a plurality of components of the gas turbine engine, the positional data relates to the position of each of the plurality of components, and wherein the analysing comprises analysing the monitoring data and positional data to determine the portion of the monitoring data which relates to each of the plurality of components and determine a condition of each of the plurality of components.
5. The method according to claim 1, wherein the component is a rotatable component, configured to rotate around a shaft of the gas turbine engine, and wherein the obtaining monitoring data and positional data takes place during rotation of the component around the shaft.
6. The method according to claim 5, wherein the method further comprises obtaining the shaft speed with a speed sensor and communicating the shaft speed data to the processing module, the processing module determining the condition of the component based upon the shaft speed data.
7. The method according to claim 5, comprising rotating the shaft with an electrically-powered motor.
8. The method according to claim 7, wherein the processing module comprises a control system and the control system controls the motor so as to adjust the speed and/or rotational position of the shaft.
9. The method according to claim 8, wherein the processing module communicates a test procedure to the control system, and the control system executes the test procedure, the test procedure comprising: adjusting the speed and/or rotational position of the shaft using the motor; and obtaining monitoring data at a range of speeds and/or rotational positions, wherein analysing the monitoring data to determine a condition of the component comprises analysis of the monitoring data obtained at the range of speeds and/or rotational positions.
10. The method according to claim 9, wherein the processing module is communicatively coupled to data sets relating to other gas turbine engines, and before communicating the test procedure to the control system, the processing module computes the test procedure, using an artificial intelligence method based upon the data sets relating to other gas turbine engines.
11. A computer-implemented method comprising the steps of claim 1.
12. A monitoring system for monitoring a condition of a component of a gas turbine engine comprising: a monitoring sensor, the monitoring sensor configured to obtain monitoring data, wherein a portion of the monitoring data relates to the condition of the component of the gas turbine engine; a position sensor for obtaining positional data relating to the component's position; a processing module configured to communicate with the position sensor and monitoring sensor, and configured to analyse the monitoring data and positional data to determine the portion of the monitoring data which relates to the component and determine a condition of the component.
13. The monitoring system according to claim 12, wherein the monitoring sensor is a non-contact monitoring sensor.
14. The monitoring system according to claim 12, wherein the monitoring sensor comprises at least one of: a camera, a vibration sensor and a microwave sensor.
15. The monitoring system according to claim 12, wherein the component is a rotatable component coupled to a shaft of the gas turbine engine and configured to be rotatable around the shaft, and wherein the monitoring sensor and the position sensor are configured to obtain data during rotation of the component around the shaft.
16. The monitoring system according to claim 15, further comprising a speed sensor configured to obtain the shaft speed data and communicate the shaft speed data to the processing module, the processing module being configured to determine the condition of the component based upon the shaft speed data.
17. The monitoring system according to claim 15, wherein the system further comprises an electrically-powered motor configured to rotate the shaft.
18. The monitoring system according to claim 17, wherein the system comprises a control system configured to control the motor so as to adjust the speed and/or rotational position of the shaft.
19. The monitoring system according to claim 18, wherein the processing module is configured to communicate a test procedure to the control system, and the control system is configured to execute the test procedure, the test procedure comprising: using the motor to adjust the speed and/or rotational position of the shaft; and obtaining monitoring data at a range of speeds and/or rotational positions, wherein the analysis of monitoring data to determine a condition of the component comprises analysis of the monitoring data obtained at the range of speeds and/or rotational positions, optionally wherein the processing module comprises a computer remote from the sensors.
20. A gas turbine engine comprising a monitoring system according to claim 11, wherein the monitoring sensor is mounted to the gas turbine engine.
Description
DESCRIPTION OF THE DRAWINGS
[0075] Embodiments will now be described by way of example only with reference to the accompanying drawings, which are purely schematic and not to scale, and in which:
[0076]
[0077]
[0078]
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[0080]
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DETAILED DESCRIPTION
FIG. 1
[0083]
[0084] In use, the core airflow A is accelerated and compressed by the low pressure compressor 14 and directed into the high pressure compressor 15 where further compression takes place. The compressed air exhausted from the high pressure compressor 15 is directed into the combustion equipment 16 where it is mixed with fuel and the mixture is combusted. The resultant hot combustion products then expand through, and thereby drive, the high pressure and low pressure turbines 17, 19 before being exhausted through the nozzle 20 to provide some propulsive thrust. The high pressure turbine 17 drives the high pressure compressor 15 by a suitable interconnecting shaft 27. The fan 23 generally provides the majority of the propulsive thrust. The epicyclic gearbox 30 is a reduction gearbox.
FIG. 2
[0085] An exemplary arrangement for a geared fan gas turbine engine 10 is shown in
[0086] Note that the terms “low pressure turbine” and “low pressure compressor” as used in the description relating to
FIG. 3
[0087] The epicyclic gearbox 30 is shown by way of example in greater detail in
[0088] The epicyclic gearbox 30 illustrated by way of example in
[0089] It will be appreciated that the arrangement shown in
[0090] Accordingly, the present disclosure extends to a gas turbine engine having any arrangement of gearbox styles (for example star or planetary), support structures, input, and output shaft arrangement, and bearing locations.
[0091] Optionally, the gearbox may drive additional and/or alternative components (e.g., the intermediate pressure compressor and/or a booster compressor).
[0092] Other gas turbine engines to which the present disclosure may be applied may have alternative configurations. For example, such engines may have an alternative number of compressors and/or turbines and/or an alternative number of interconnecting shafts. By way of further example, the gas turbine engine shown in
[0093] The geometry of the gas turbine engine 10, and components thereof, is defined by a conventional axis system, comprising an axial direction (which is aligned with the rotational axis 9), a radial direction (in the bottom-to-top direction in
FIG. 4
[0094]
[0095] The engine as shown in
[0096] In this example, the plurality of components comprises a plurality of fan blades 130 of the fan 123, a plurality of intermediate pressure compressor blades 140 of the intermediate pressure compressor 114, a plurality of high pressure turbine blades 150 of the high pressure turbine 117, and a plurality of low pressure turbine blades 160 of the low pressure turbine 119. It will be appreciated that the arrangement of the system 200 as described herein may be adapted to monitor other components of the engine 100. The monitoring system 200 comprises an onboard apparatus (i.e., mounted on the engine 100) and an offboard apparatus remote from but communicatively coupled to the engine 100. The onboard apparatus comprises a plurality of monitoring sensors 210, 214, 216, 222, 224, 226.
[0097] As shown in
[0098] The fan 123 is attached to the low pressure shaft 126 and comprises a plurality of fan blades 130, which are driven to rotate around the shaft 126 by the low pressure turbine 119. It will be appreciated that as the fan 123 rotates around the shaft 126, each of the fan blades 130 will be sequentially visible to the cameras 210. When the fan blades 130 are rotating around the shaft 126, in a series of images taken over time, image data from a plurality of fan blades 130 (e.g., first fan blade 130a and second fan blade 130b) may be obtained. Therefore, it will be understood that there is a portion of the obtained monitoring data (image data) which relates to a single fan blade 130. The cameras 210 obtain image data over a period of time, and time data relating the measured time period, for subsequent analysis.
[0099] The on board apparatus of the monitoring system further comprises an electrical motor 218 which is mechanically coupled to the low pressure shaft 126. The electrical motor 218 is an electrical starter generator. The electrical motor 218 can be used to drive the shaft 126 (and therefore any components coupled to the shaft 126). In other examples, there may be a separate motor (such as an electrical starter generator) mechanically coupled to the intermediate and/or high pressure shafts. In such arrangements, the motor can be used to drive the shaft to which it is coupled, and any components coupled to the shaft and/or can be used to determine a speed and/or position of the shaft. The motor 218 can be operated to adjust the position and speed of the shaft 126. The motor 218 also comprises a control system 221, a position sensor 219 and a speed sensor 220 to enable accurate control of the position and speed of the motor 218. The electrical motor 218 can be used to perform a dedicated test procedure, i.e., when the gas turbine engine is not in routine operation, as will be explained in greater detail below.
[0100] The monitoring system 200 also comprises a position sensor 219. In this example the position sensor 219 is part of the electrical motor 218. The position sensor 219 is a sensor which obtains positional data, in this example in the form of motor phase outputs. The positional data includes data which indicates the position of the component relative to a fixed frame of reference, i.e., a part of the engine which remains in a fixed position relative to the component. The shaft position and therefore the position of the component can be calculated based upon the motor phase outputs. In alternative examples, the position sensor 219 may be an independent sensor (i.e., not a part of the motor) configured to obtain positional data, such as an optical encoder, or a camera, or a phonic wheel having a short tooth and a magnetic inductance pulse probe, or a combination thereof.
[0101] The motor phase data may also be used as additional monitoring data for determination of the condition of the component. For example, high frequency FFT analysis of the motor phase data may be used to extract component condition changes.
[0102] The monitoring system 200 also comprises a speed sensor 212, which is configured to obtain shaft speed data. In this example, the speed sensor 212 is configured to obtain speed data relating to the low-pressure shaft 126. As the fan is coupled to the low-pressure shaft 126, the speed of the fan blades can be obtained from the shaft speed data. The speed sensor 212 obtains data relating to how the speed of the shaft varies with time, for subsequent analysis. The speed sensor 212 is a magnetic inductance pulse probe. The shaft speed data may be analysed to extract higher order frequency signals or torsional characteristics, in order to determine a condition of the fan blade. In other words, the speed sensor 212 could be considered as an additional monitoring sensor providing monitoring data in the form of the speed data.
[0103] The monitoring system 200 also comprises a processing module 230. The processing module 230 comprises an onboard (i.e., coupled to the engine 100) data processor 230a and an offboard (i.e., remote from the engine 100) computer 230b having a processor 270 (shown in
[0104] The data processor 230a is configured to receive the monitoring data, the positional data, and the speed data from the monitoring sensor 210, the position sensor 219 and the speed sensor 212. The data processor 230a is configured to analyse the data to determine the portion of the monitoring data which relates to each individual fan blade 130, based upon the time data.
[0105] In this regard, the data processor 230a is configured to “match-up” the monitoring data, the positional data and the speed data based on a time frame of the data. In this way, the data processor 230a can determine which fan blade each portion of the monitoring data relates to (based upon the positional data), the speed at which the fan blade was travelling during the monitoring (based upon the shaft speed data) and a condition of each individual fan blade 130 (based upon the monitoring data) can be determined. Accordingly, the condition of the entire fan assembly or bladed disc of fan blades 130 can be determined, and any damage or defects can be correctly mapped to a particular fan blade 130.
[0106] The data processor 230a is configured to indicate, such as on a display (not shown) to an operator the determined condition and the position of the component within the engine.
[0107] For example, if no damage or defects are found, or are below a threshold size or number, the data processor 230a indicates the component is safe and that no maintenance is required.
[0108] Alternatively, if damage or defects are found, or are above a threshold size or number, the data processor 230a indicates that the component is unsafe (or close to failure) and that the component should be taken out of use.
[0109] The data processor 230a may indicate that maintenance to a component is required and define the position of the component and the maintenance actions that are required to be completed.
[0110] The determination of the condition of the component may be inconclusive, in which case the data processor 230a may indicate that further diagnostics, such as the execution of a dedicated test procedure, are required to confirm the condition of the component or to increase the confidence in the condition of the component.
[0111] The data processor 230a is wirelessly connected to the offboard computer 230b via connection 250. The data processor 230a can communicate data including the determined condition of the fan blades 130 to the computer 230b via the connection 250. The computer 230b can carry out further analysis on the communicated data using the processor 270.
[0112] The processor 270 is configured to analyse the communicated data from the data processor 230a and if necessary, provide a test procedure, which is sent back to the data processor 230a via connection 240. The test comprises a series of instructions for execution by the control system 221 of the motor 218, including a sequence of speeds and rotational positions at which monitoring data should be obtained. The test procedure can be a generic test procedure based upon test procedures stored in a memory, or may be tailored to the engine 100, based upon the data obtained and analysed by the monitoring system 200.
FIG. 5
[0113] As shown in
[0114] Results of test procedures are analysed and communicated back to the computer 230b, and the learning system 280 designs further based upon the results, in a feedback loop. The computer 230b determines a level of confidence in the condition of each of the fan blades 130 and repeats the feedback loop until a desired level of confidence is achieved.
[0115] The plurality of monitoring sensors further comprises a vibration sensor 214, which is configured to obtain vibration data. In this example, the vibration sensor 214 is mounted to a front bearing housing (not shown) around the low pressure shaft 126. The vibration sensor 214 is configured to obtain vibration data relating to the bearing housing, which can be analysed to determine a condition of the low pressure shaft 126. The vibration sensor provides a periodic vibration signature of the rotating assembly (including the low pressure shaft 126) The vibration sensor 214 obtains vibration data over a period of time, and time data relating to the measured time period, for subsequent analysis. The vibration sensor in this example is a microelectromechanical systems (MEMS) vibration sensor.
[0116] The data processor 230a is configured to receive the vibration data, the positional data, and the speed data from the vibration sensor 214, the position sensor 219 and the speed sensor 212. The data processor 230a is configured to analyse the data to determine the portion of the monitoring data which relates to the shaft.
[0117] In this regard, the data processor 230a is configured to “match-up” the monitoring data, the positional data and the speed data based on a time frame of the data. In this way, the data processor 230a can determine the position of the low pressure shaft when each portion of the monitoring data was obtained (based upon the positional data), the speed at which the low pressure shaft 126 was travelling during the monitoring, and a condition of the low pressure shaft 126 (based upon the monitoring data) can be determined. Accordingly, the condition of the shaft can be determined, and any damage or defects can be correlated with the position of the shaft at which the monitoring data was obtained.
[0118] The data processor 230a is configured to indicate, such as on a display (not shown) to an operator the determined condition and the position of the shaft at which the monitoring data was obtained.
[0119] Referring back to
[0120] As also shown on
[0121]
[0122] The processing module 230 is configured to receive and analyse the data from the monitoring sensors 214, 216, 222, 224 and 226 and the positional sensors 219 in an analogous way to that described above for the fan blades, in order to determine a condition of the plurality of components. It will be understood that for each component, there may be a plurality of monitoring sensors arranged to obtain monitoring data relating to that component, and that the monitoring data from each of the plurality of monitoring sensors may be combined to improve a determination of the condition of the component.
[0123] It will be appreciated by the skilled person that the types and positions of the sensors as described above may be adapted accordingly, to monitor a plurality of components of the engine.
FIG. 6
[0124] A method 300 of monitoring a condition of a component of a gas turbine engine will now be described with reference to the method steps as shown in
[0125] The method 300 can be used to collect monitoring data during routine operation of the gas turbine engine, i.e., when the engine is in flight and a plurality of fan blades 130 are rotating around the shaft 126. The quantity of data and the reliability of the determination of the condition may be improved. The time taken to detect an undesirable condition may be reduced.
[0126] A first step 310 of the method 300 comprises obtaining monitoring data relating to a condition of each fan blade 130, with a non-contact monitoring sensor. In this example, high-definition cameras 210 are used to obtain optical images of each fan blade 130 respectively. As all of the fan blades 130 are substantially identical, it should be understood that it is not possible to tell simply from an image of one fan blade the identity of that particular fan blade.
[0127] A second step 320 of the method comprises obtaining using the position sensor 219, positional data relating to each fan blade's position. As the monitoring data and positional data is obtained whilst the plurality of fan blades 130 are rotating around the shaft 126, the positional data relates the position of each individual monitored fan blade 130 relative to a fixed reference frame, so that the correct monitoring data can be assigned to the correct fan blade 130.
[0128] The first and second step 310, 320 of the method 300 are generally carried out at the same time. Time data is included in each of the monitoring data and the positional data, such that the portion of the monitoring data and the positional data can be combined by the processor, as will be discussed below, to determine the portion of the monitoring data which relates to each individual fan blade 130.
[0129] The third step 330 comprises communicating the monitoring data and the positional data to the on board data processor 230a of the processing module 230, via connection 260. The data is communicated via connection 250 to the off board computer 230b, which communicates data to the information centre 290.
[0130] The processing module 230 performs analysis of the monitoring data and the positional data to determine the portion of the monitoring data which relates to each individual fan blade 130 by pairing the data using the time data. The processing module 230 also performs analysis of the monitoring data to determine a condition, i.e., if there are any defects in or damage to each fan blade 130. If a particular fan blade 130 is determined to be damaged, the position of the damaged fan blade 130 and the determined condition will be indicated to an operator. The analysis of the monitoring data further includes determining a level of confidence in the condition of the component, which is also indicated to an operator. Based on the analysis, the operator may decide to perform further tests as described below, may take the engine out of operation permanently, may perform maintenance, or may let the engine continue in normal operation. Shaft speed data is also obtained by the speed sensor 212 and is communicated to the processing module 230. The shaft speed data is used to determine the speed at which the fan blade 130 is rotating when the monitoring data is obtained, which can be used to help determine conditions.
FIG. 7
[0131] A further method 400 is described with reference to
[0132] In addition to the method steps described above with reference to
[0133] The control system 221 executes a test procedure which has been communicated to it from the processing module 230, such that monitoring data (i.e., optical images from cameras 210 can be obtained at a range of speeds and/or rotational positions. By analysing monitoring data from a range of speeds and or rotational positions, additional conditions of the component may be identified.
[0134] The test procedure to be executed is a generic test procedure selected from a test procedure database stored within a memory of the processing module 230. In other examples, the processing module 230 may tailor a test procedure based upon analysis of the monitoring data from a previous test. This process may be repeated until a certain number of tests have been carried out, or a threshold level of confidence in the determined condition is achieved.
[0135] As noted elsewhere herein, the present disclosure may relate to a gas turbine engine. Such a gas turbine engine may comprise an engine core comprising a turbine, a combustor, a compressor, and a core shaft connecting the turbine to the compressor. Such a gas turbine engine may comprise a fan (having fan blades) located upstream of the engine core.
[0136] Arrangements of the present disclosure may be particularly, although not exclusively, beneficial for fans that are driven via a gearbox. Accordingly, the gas turbine engine may comprise a gearbox that receives an input from the core shaft and outputs drive to the fan so as to drive the fan at a lower rotational speed than the core shaft. The input to the gearbox may be directly from the core shaft, or indirectly from the core shaft, for example via a spur shaft and/or gear. The core shaft may rigidly connect the turbine and the compressor, such that the turbine and compressor rotate at the same speed (with the fan rotating at a lower speed).
[0137] The gas turbine engine as described and/or claimed herein may have any suitable general architecture. For example, the gas turbine engine may have any desired number of shafts that connect turbines and compressors, for example one, two or three shafts. Purely by way of example, the turbine connected to the core shaft may be a first turbine, the compressor connected to the core shaft may be a first compressor, and the core shaft may be a first core shaft. The engine core may further comprise a second turbine, a second compressor, and a second core shaft connecting the second turbine to the second compressor. The second turbine, second compressor, and second core shaft may be arranged to rotate at a higher rotational speed than the first core shaft.
[0138] In such an arrangement, the second compressor may be positioned axially downstream of the first compressor. The second compressor may be arranged to receive (for example directly receive, for example via a generally annular duct) flow from the first compressor.
[0139] The gearbox may be arranged to be driven by the core shaft that is configured to rotate (for example in use) at the lowest rotational speed (for example the first core shaft in the example above). For example, the gearbox may be arranged to be driven only by the core shaft that is configured to rotate (for example in use) at the lowest rotational speed (for example only be the first core shaft, and not the second core shaft, in the example above). Alternatively, the gearbox may be arranged to be driven by any one or more shafts, for example the first and/or second shafts in the example above.
[0140] The gearbox may be a reduction gearbox (in that the output to the fan is a lower rotational rate than the input from the core shaft). Any type of gearbox may be used. For example, the gearbox may be a “planetary” or “star” gearbox, as described in more detail elsewhere herein.
[0141] In any gas turbine engine as described and/or claimed herein, a combustor may be provided axially downstream of the fan and compressor(s). For example, the combustor may be directly downstream of (for example at the exit of) the second compressor, where a second compressor is provided. By way of further example, the flow at the exit to the combustor may be provided to the inlet of the second turbine, where a second turbine is provided. The combustor may be provided upstream of the turbine(s).
[0142] The or each compressor (for example the first compressor and second compressor as described above) may comprise any number of stages, for example multiple stages. Each stage may comprise a row of rotor blades and a row of stator vanes, which may be variable stator vanes (in that their angle of incidence may be variable). The row of rotor blades and the row of stator vanes may be axially offset from each other.
[0143] The or each turbine (for example the first turbine and second turbine as described above) may comprise any number of stages, for example multiple stages. Each stage may comprise a row of rotor blades and a row of stator vanes. The row of rotor blades and the row of stator vanes may be axially offset from each other.
[0144] According to an aspect of the present disclosure, there is provided an aircraft comprising a gas turbine engine as described and/or claimed herein.
[0145] The skilled person will appreciate that except where mutually exclusive, a feature described in relation to any one of the above aspects may be applied mutatis mutandis to any other aspect. Furthermore, except where mutually exclusive any feature described herein may be applied to any aspect and/or combined with any other feature described herein.
[0146] It will be understood that the invention is not limited to the embodiments above-described and various modifications and improvements can be made without departing from the concepts described herein. Except where mutually exclusive, any of the features may be employed separately or in combination with any other features and the disclosure extends to and includes all combinations and sub-combinations of one or more features described herein. The scope of protection is defined in the appended claims.