CN106596014A - Helicopter in-cabin flight vibration environment simulation test method - Google Patents
Helicopter in-cabin flight vibration environment simulation test method Download PDFInfo
- Publication number
- CN106596014A CN106596014A CN201611068514.6A CN201611068514A CN106596014A CN 106596014 A CN106596014 A CN 106596014A CN 201611068514 A CN201611068514 A CN 201611068514A CN 106596014 A CN106596014 A CN 106596014A
- Authority
- CN
- China
- Prior art keywords
- helicopter
- cabin
- vibration
- flight
- simulation test
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000004088 simulation Methods 0.000 title claims abstract description 25
- 238000010998 test method Methods 0.000 title claims abstract description 18
- 238000012360 testing method Methods 0.000 claims abstract description 11
- 238000001914 filtration Methods 0.000 claims abstract description 7
- 230000003044 adaptive effect Effects 0.000 claims abstract description 4
- 238000010606 normalization Methods 0.000 claims description 9
- 239000011159 matrix material Substances 0.000 claims description 6
- 238000000034 method Methods 0.000 description 2
- 238000013461 design Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012827 research and development Methods 0.000 description 1
- 238000001228 spectrum Methods 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01M—TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
- G01M7/00—Vibration-testing of structures; Shock-testing of structures
- G01M7/02—Vibration-testing by means of a shake table
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01M—TESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
- G01M7/00—Vibration-testing of structures; Shock-testing of structures
- G01M7/02—Vibration-testing by means of a shake table
- G01M7/025—Measuring arrangements
Landscapes
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Measurement Of Mechanical Vibrations Or Ultrasonic Waves (AREA)
Abstract
The invention discloses a helicopter in-cabin flight vibration environment simulation test method. The helicopter in-cabin flight vibration environment simulation test method comprises the following steps: 1) obtaining in-cabin vertical vibration data of a helicopter to be tested in an actual flight condition; 2) carrying out narrow band-pass filtering on the in-cabin vertical vibration data to obtain flight vibration data; 3) generating sinusoidal reference signals according to helicopter in-cabin main oar first-order frequency; 4) calculating a vibration exciter output signal through a recursive least squares adaptive algorithm; and 5) carrying out helicopter in-cabin flight vibration environment simulation test on the helicopter to be tested or a helicopter model to be tested according to the vibration exciter output signal. The helicopter in-cabin flight vibration environment simulation test method can be used for all types of helicopter in-cabin flight vibration environment simulation at present, and provides flight vibration environment for ground test of a helicopter vibration active control system.
Description
Technical Field
The invention relates to the technical field of helicopter vibration simulation, in particular to a helicopter cabin flying vibration environment simulation test method.
Background
The ground test of the helicopter vibration active control system mainly comprises a vibration reduction effect test of the vibration active control system on the position in a helicopter cabin, a vibration reduction robustness test, an adaptability test and a research and development stage. The method realizes that the flight vibration environment at the position in the cabin of the helicopter is the same as the real flight vibration environment, and is related to the key of the ground test of the helicopter vibration active control system.
When simulating the problem of the flying vibration environment at the position in the cabin of the helicopter, the prior art generally adopts a frequency spectrum method to simulate the vibration level under the main vibration frequency. The simulation of the flight vibration environment at the position in the cabin of the helicopter is mainly realized by manually simulating various flight working conditions at the present stage.
Accordingly, a technical solution is desired to overcome or at least alleviate at least one of the above-mentioned drawbacks of the prior art.
Disclosure of Invention
The present invention aims to provide a helicopter cabin flight vibration environment simulation test method which overcomes or at least alleviates at least one of the above-mentioned disadvantages of the prior art.
In order to achieve the purpose, the invention provides a flight vibration environment simulation test method in a helicopter cabin, which comprises the following steps:
step 1: acquiring vertical vibration data of the helicopter to be tested in the cabin in the actual flight state;
step 2: carrying out narrow-band-pass filtering on the vertical vibration data in the cabin obtained in the step 1 by taking the first-order frequency of a main rotor in the cabin of the helicopter as a central frequency, thereby obtaining filtered flight vibration data;
and step 3: generating a sinusoidal reference signal according to the first-order frequency of a main rotor in the cabin of the helicopter;
and 4, step 4: calculating an output signal of a vibration exciter according to the flight vibration data in the step 2 and the sine reference signal in the step 3 by a recursive least square self-adaptive algorithm;
and 5: and outputting a signal to the helicopter to be tested or the helicopter model to be tested through the vibration exciter to perform a flight vibration environment simulation test in the helicopter cabin.
Preferably, the step 1 specifically comprises: according to the position in the cabin of the helicopter, a vibration sensor is arranged on the helicopter to measure the vertical vibration data d of the position of the helicopter under various flight conditions0。
Preferably, the step 2 specifically comprises: flight vibration data d of the position in the cabin of the helicopter measured according to the step 10And carrying out narrow-band-pass filtering by taking the position interest (primary rotor first-order frequency) frequency in the cabin of the helicopter as a central frequency f to obtain filtered flight vibration data d.
Preferably, the step 3 specifically includes generating a sinusoidal reference signal u according to a position interest frequency f in the helicopter cabin by using the following formula;
u ═ sin (ft); wherein t is time; f is the frequency of interest of the position in the cabin of the helicopter; u is a sinusoidal reference signal.
Preferably, the step 4 specifically includes: and calculating the output signal of the vibration exciter by adopting a recursive least square self-adaptive algorithm according to the filtered flight vibration data d obtained in the step 2 and the sinusoidal reference signal u obtained in the step 3.
Preferably, the calculating of the exciter output signal by the recursive least square adaptive algorithm in step 4 specifically includes:
first step algorithm initialization
P(0)=-1I
The second step calculates for each time instant n 1,2, …
π(n)=P(n-1)u(n)
And
P(n)=λ-1P(n-1)-λ-1k(n)uH(n)P(n-1)
thirdly, outputting a control signal of the vibration exciter
Wherein,
i: a unit diagonal matrix; k (n): at the nth time, a time-varying gain vector is obtained; d (n): secondly, obtaining nth data of the filtered flight vibration data d; p (n): at the nth time, estimateWith respect to noise variance2Normalization of (1);the nth time, tap weight vector estimation, ξ (n), the nth time, a priori estimation error, pi (n), the nth time, an intermediate quantity, n, an iterative computation time, n]H: matrix conjugate transpose; λ: a step size parameter; y (n): at the nth moment, a vibration exciter control signal is sent;at the initial moment, estimating a tap weight vector; p (0): initial time of day, estimateWith respect to noise variance2Normalization of (1); lambda [ alpha ]-1: a step size parameter; p (n): at time n-1, estimateWith respect to noise variance2Normalization of (1); u (n) is: inputting the sine reference signal of the nth iteration; h: conjugate transpose;*: and (5) estimating the quantity.
The helicopter cabin flying vibration environment simulation test method can be used for simulating flying vibration environments in helicopter cabins of all current configurations, provides flying vibration environments for ground tests of helicopter vibration active control systems, and guides the design of helicopter vibration active control systems.
Drawings
Fig. 1 is a schematic flow chart of a flight vibration environment simulation test method in a helicopter cabin according to an embodiment of the present invention.
Detailed Description
In order to make the implementation objects, technical solutions and advantages of the present invention clearer, the technical solutions in the embodiments of the present invention will be described in more detail below with reference to the accompanying drawings in the embodiments of the present invention. In the drawings, the same or similar reference numerals denote the same or similar elements or elements having the same or similar functions throughout. The described embodiments are only some, but not all embodiments of the invention. The embodiments described below with reference to the drawings are illustrative and intended to be illustrative of the invention and are not to be construed as limiting the invention. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention. Embodiments of the present invention will be described in detail below with reference to the accompanying drawings.
In the description of the present invention, it is to be understood that the terms "center", "longitudinal", "lateral", "front", "rear", "left", "right", "vertical", "horizontal", "top", "bottom", "inner", "outer", etc., indicate orientations or positional relationships based on those shown in the drawings, and are used merely for convenience in describing the present invention and for simplifying the description, but do not indicate or imply that the device or element being referred to must have a particular orientation, be constructed and operated in a particular orientation, and thus, should not be construed as limiting the scope of the present invention.
Fig. 1 is a schematic flow chart of a flight vibration environment simulation test method in a helicopter cabin according to an embodiment of the present invention.
The helicopter cabin flight vibration environment simulation test method shown in FIG. 1 comprises the following steps:
step 1: acquiring vertical vibration data of the helicopter to be tested in the cabin in the actual flight state;
step 2: carrying out narrow-band-pass filtering on the vertical vibration data in the cabin obtained in the step 1 by taking the first-order frequency of a main rotor in the cabin of the helicopter as a central frequency, thereby obtaining filtered flight vibration data;
and step 3: generating a sinusoidal reference signal according to the first-order frequency of a main rotor in a helicopter cabin;
and 4, step 4: calculating an output signal of a vibration exciter by a recursive least square self-adaptive algorithm according to the flight vibration data in the step 2 and the sinusoidal reference signal in the step 3;
and 5: and outputting a signal to the helicopter to be tested or the helicopter model to be tested through the vibration exciter to perform a flight vibration environment simulation test in the helicopter cabin.
In this embodiment, step 1 specifically includes: according to helicopter cabinThe inner position is provided with a vibration sensor on the helicopter, and the vertical vibration data d of the helicopter position under various flight working conditions is measured0。
In this embodiment, step 2 specifically includes: flight vibration data d of the position in the cabin of the helicopter measured according to the step 10And carrying out narrow-band-pass filtering by taking the first-order frequency of the main rotor at the position in the cabin of the helicopter as the center frequency f to obtain filtered flight vibration data d.
In this embodiment, the step 3 specifically includes generating a sinusoidal reference signal u according to a first-order frequency f of a main rotor at a position in a cabin of the helicopter by using the following formula;
u=sin(ft);
wherein t is time; f is the first-order frequency of a main rotor at the position in the cabin of the helicopter; u is a sinusoidal reference signal.
In this embodiment, step 4 specifically includes: and (3) calculating the output signal of the vibration exciter by adopting a recursive least square self-adaptive algorithm according to the filtered flight vibration data d obtained in the step (2) and the sinusoidal reference signal u obtained in the step (3).
In this embodiment, the calculating of the exciter output signal by the recursive least squares adaptive algorithm in step 4 specifically includes:
first step algorithm initialization
P(0)=-1I
The second step calculates for each time instant n 1,2, …
π(n)=P(n-1)u(n)
And
P(n)=λ-1P(n-1)-λ-1k(n)uH(n)P(n-1)
thirdly, outputting a control signal of the vibration exciter
Wherein,
i: a unit diagonal matrix; k (n): at the nth time, a time-varying gain vector is obtained; d (n): secondly, obtaining nth data of the filtered flight vibration data d; p (n): at the nth time, estimateWith respect to noise variance2Normalization of (1);the nth time, tap weight vector estimation, ξ (n), the nth time, a priori estimation error, pi (n), the nth time, an intermediate quantity, n, an iterative computation time, n]H: matrix conjugate transpose; λ: a step size parameter; y (n): at the nth moment, a vibration exciter control signal is sent;at the initial moment, estimating a tap weight vector; p (0): initial time of day, estimateWith respect to noise variance2Normalization of (1); lambda [ alpha ]-1: a step size parameter; p (n): at time n-1, estimateWith respect to noise variance2Normalization of (1); u (n) is: inputting the sine reference signal of the nth iteration; h: conjugate transpose;*: and (5) estimating the quantity.
Finally, it should be pointed out that: the above examples are only for illustrating the technical solutions of the present invention, and are not limited thereto. Although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; and such modifications or substitutions do not depart from the spirit and scope of the corresponding technical solutions of the embodiments of the present invention.
Claims (6)
1. A flight vibration environment simulation test method in a helicopter cabin is characterized by comprising the following steps:
step 1: acquiring vertical vibration data of the helicopter to be tested in the cabin in the actual flight state;
step 2: carrying out narrow-band-pass filtering on the vertical vibration data in the cabin obtained in the step 1 by taking the first-order frequency of a main rotor in the cabin of the helicopter as a central frequency, thereby obtaining filtered flight vibration data;
and step 3: generating a sinusoidal reference signal according to the first-order frequency of a main rotor in the cabin of the helicopter;
and 4, step 4: calculating an output signal of a vibration exciter according to the flight vibration data in the step 2 and the sine reference signal in the step 3 by a recursive least square self-adaptive algorithm;
and 5: and outputting a signal to the helicopter to be tested or the helicopter model to be tested through the vibration exciter to perform a flight vibration environment simulation test in the helicopter cabin.
2. The helicopter cabin flying vibration environment simulation test method of claim 1, wherein the step 1 specifically is: according to the position in the cabin of the helicopter, a vibration sensor is arranged on the helicopter to measure the vertical vibration data d of the position of the helicopter under various flight conditions0。
3. The helicopter cabin flying vibration environment simulation test method of claim 2, wherein said step 2 is specifically: flight vibration data d of the position in the cabin of the helicopter measured according to the step 10And carrying out narrow-band-pass filtering by taking the first-order frequency of the main rotor at the position in the cabin of the helicopter as the center frequency f to obtain filtered flight vibration data d.
4. The simulation test method for the flight vibration environment in the helicopter cabin according to claim 3, wherein the step 3 specifically comprises generating a sinusoidal reference signal u according to a first-order frequency f of a main rotor at a position in the helicopter cabin by using the following formula;
u=sin(ft);
wherein t is time; f is the frequency of interest of the position in the cabin of the helicopter; u is a sinusoidal reference signal.
5. The helicopter cabin flying vibration environment simulation test method of claim 4, wherein said step 4 is specifically: and calculating the output signal of the vibration exciter by adopting a recursive least square self-adaptive algorithm according to the filtered flight vibration data d obtained in the step 2 and the sinusoidal reference signal u obtained in the step 3.
6. The helicopter cabin flight vibration environment simulation test method according to claim 5, wherein the recursive least squares adaptive algorithm in step 4 calculates the exciter output signal specifically as follows:
first step algorithm initialization
P(0)=-1I
The second step calculates for each time instant n 1,2, …
π(n)=P(n-1)u(n)
And
P(n)=λ-1P(n-1)-λ-1k(n)uH(n)P(n-1)
thirdly, outputting a control signal of the vibration exciter
Wherein,
i: a unit diagonal matrix; k (n): at the nth time, a time-varying gain vector is obtained; d (n): secondly, obtaining nth data of the filtered flight vibration data d; p (n): at the nth time, estimateWith respect to noise variance2Normalization of (1);the nth time, tap weight vector estimation, ξ (n), the nth time, a priori estimation error, pi (n), the nth time, an intermediate quantity, n, an iterative computation time, n]H: matrix conjugate transpose; λ: a step size parameter; y (n): at the nth moment, a vibration exciter control signal is sent;at the initial moment, estimating a tap weight vector; p (0): initial time of day, estimateWith respect to noise variance2Normalization of (1); lambda [ alpha ]-1: a step size parameter; p (n): at time n-1, estimateWith respect to noise variance2Normalization of (1); u (n) is: inputting the sine reference signal of the nth iteration; h: conjugate transpose;*: and (5) estimating the quantity.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201611068514.6A CN106596014B (en) | 2016-11-29 | 2016-11-29 | One kind going straight up to vibration environmental simulation experiment method in cabin |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201611068514.6A CN106596014B (en) | 2016-11-29 | 2016-11-29 | One kind going straight up to vibration environmental simulation experiment method in cabin |
Publications (2)
Publication Number | Publication Date |
---|---|
CN106596014A true CN106596014A (en) | 2017-04-26 |
CN106596014B CN106596014B (en) | 2019-02-26 |
Family
ID=58593760
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201611068514.6A Active CN106596014B (en) | 2016-11-29 | 2016-11-29 | One kind going straight up to vibration environmental simulation experiment method in cabin |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN106596014B (en) |
Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107818711A (en) * | 2017-12-03 | 2018-03-20 | 中国直升机设计研究所 | A kind of single-freedom vibration system for helicopter simulating vibration |
CN110895184A (en) * | 2019-12-04 | 2020-03-20 | 中国直升机设计研究所 | Ground test system for unidirectional vibration reduction efficiency of helicopter vibration active control system |
CN114115190A (en) * | 2021-11-19 | 2022-03-01 | 中国直升机设计研究所 | Simulation test bed for complex vibration environment of helicopter |
CN114878121A (en) * | 2022-07-11 | 2022-08-09 | 中国飞机强度研究所 | Aerospace plane structure vibration environment simulation test method |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5309766A (en) * | 1991-06-24 | 1994-05-10 | Aerospatiale Societe Nationale Industrielle | Helicopter shaft vibration simulator |
US5390543A (en) * | 1992-06-03 | 1995-02-21 | Westland Helicopters Limited | Method and apparatus for in-flight shake testing of an aircraft fuselage |
CN201364232Y (en) * | 2009-01-15 | 2009-12-16 | 江西昌河航空工业有限公司 | Test-state-based vibration exciter of helicopter blade |
CN105092191A (en) * | 2014-05-07 | 2015-11-25 | 哈尔滨飞机工业集团有限责任公司 | Helicopter composite material propeller fatigue test system and method |
-
2016
- 2016-11-29 CN CN201611068514.6A patent/CN106596014B/en active Active
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US5309766A (en) * | 1991-06-24 | 1994-05-10 | Aerospatiale Societe Nationale Industrielle | Helicopter shaft vibration simulator |
US5390543A (en) * | 1992-06-03 | 1995-02-21 | Westland Helicopters Limited | Method and apparatus for in-flight shake testing of an aircraft fuselage |
CN201364232Y (en) * | 2009-01-15 | 2009-12-16 | 江西昌河航空工业有限公司 | Test-state-based vibration exciter of helicopter blade |
CN105092191A (en) * | 2014-05-07 | 2015-11-25 | 哈尔滨飞机工业集团有限责任公司 | Helicopter composite material propeller fatigue test system and method |
Non-Patent Citations (3)
Title |
---|
吴亚锋等: "螺桨飞机舱内噪声地面模拟及其主动控制", 《噪声与振动控制》 * |
胡俊等: "直升机结构响应主动控制试验研究", 《振动工程学报》 * |
黄全振: "基于递推最小二乘的自适应滤波振动主动控制算法分析", 《计算机应用》 * |
Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN107818711A (en) * | 2017-12-03 | 2018-03-20 | 中国直升机设计研究所 | A kind of single-freedom vibration system for helicopter simulating vibration |
CN110895184A (en) * | 2019-12-04 | 2020-03-20 | 中国直升机设计研究所 | Ground test system for unidirectional vibration reduction efficiency of helicopter vibration active control system |
CN110895184B (en) * | 2019-12-04 | 2021-09-21 | 中国直升机设计研究所 | Ground test system for unidirectional vibration reduction efficiency of helicopter vibration active control system |
CN114115190A (en) * | 2021-11-19 | 2022-03-01 | 中国直升机设计研究所 | Simulation test bed for complex vibration environment of helicopter |
CN114115190B (en) * | 2021-11-19 | 2024-04-02 | 中国直升机设计研究所 | Simulation test bed for complex vibration environment of helicopter |
CN114878121A (en) * | 2022-07-11 | 2022-08-09 | 中国飞机强度研究所 | Aerospace plane structure vibration environment simulation test method |
CN114878121B (en) * | 2022-07-11 | 2022-09-23 | 中国飞机强度研究所 | Aerospace plane structure vibration environment simulation test method |
Also Published As
Publication number | Publication date |
---|---|
CN106596014B (en) | 2019-02-26 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN106596014A (en) | Helicopter in-cabin flight vibration environment simulation test method | |
Sarradj | Three‐Dimensional Acoustic Source Mapping with Different Beamforming Steering Vector Formulations | |
Stummer et al. | Alternative method for angular rate determination within the GOCE gradiometer processing | |
Morgado et al. | Position USBL/DVL sensor-based navigation filter in the presence of unknown ocean currents | |
Vasconcelos et al. | Discrete-time complementary filters for attitude and position estimation: Design, analysis and experimental validation | |
CN102591212B (en) | Method for observing longitudinal motion state of aircraft by using time varying measurement delay output signal | |
Soltani et al. | Reliable control of ship-mounted satellite tracking antenna | |
Bertino et al. | Combining geostatistics and Kalman filtering for data assimilation in an estuarine system | |
WO2012001388A2 (en) | Gravity survey data processing | |
CN109490855A (en) | A kind of trailer-mounted radar scaling method, device and vehicle | |
Sheinker et al. | Adaptive interference cancelation using a pair of magnetometers | |
Ameri et al. | Ground vibration tests of a helicopter structure using OMA techniques | |
Licitra et al. | Aerodynamic model identification of an autonomous aircraft for airborne wind energy | |
Chan et al. | Real-time approaches to the estimation of local wind velocity for a fixed-wing unmanned air vehicle | |
KR20170001914A (en) | SUBMARINE CONTROLLER TEST SYSTEM BASED ON Hardware in the loop Simulation SIMULATION | |
Hu et al. | Fundamental comparison of time-domain experimental modal analysis methods based on high-and first-order matrix models | |
Brasseur | Ocean data assimilation using sequential methods based on the Kalman filter: From theory to practical implementations | |
Austin et al. | Parameter estimation using sparse reconstruction with dynamic dictionaries | |
Marcos et al. | Application of h-infinity fault detection and isolation to a Boeing 747-100/200 aircraft | |
Larkin et al. | Design of the multi-robot coherent structure testbed (mcoste) for distributed tracking of geophysical fluid dynamics | |
Song et al. | Modelling a small-size unmanned helicopter using optimal estimation in the frequency domain | |
Wagner et al. | Applying the principle of integrated navigation systems to estimating the motion of large vehicles | |
Valdes et al. | Time-domain single-source integral equations for analyzing scattering from homogeneous penetrable objects | |
Qi et al. | An adaptive threshold neural-network scheme for rotorcraft UAV sensor failure diagnosis | |
Awange | Partial Procrustes solution of the threedimensional orientation problem from GPS/LPS observations |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |