CN103346692A - Frequency domain compensation method for piezoelectric actuator hysteresis nonlinearity in vibration active control - Google Patents
Frequency domain compensation method for piezoelectric actuator hysteresis nonlinearity in vibration active control Download PDFInfo
- Publication number
- CN103346692A CN103346692A CN2013102750760A CN201310275076A CN103346692A CN 103346692 A CN103346692 A CN 103346692A CN 2013102750760 A CN2013102750760 A CN 2013102750760A CN 201310275076 A CN201310275076 A CN 201310275076A CN 103346692 A CN103346692 A CN 103346692A
- Authority
- CN
- China
- Prior art keywords
- signal
- piezoelectric actuator
- control
- compensation
- harmonic wave
- 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
Images
Landscapes
- General Electrical Machinery Utilizing Piezoelectricity, Electrostriction Or Magnetostriction (AREA)
- Feedback Control In General (AREA)
Abstract
The invention discloses a frequency domain compensation method for piezoelectric actuator hysteresis nonlinearity in the vibration active control, and belongs to the field of vibration control of a nonlinearity system. The method comprises the steps that through introduction of high order harmonic wave input, a linear harmonic wave steady state control method is adopted, compensation is conducted on a high order harmonic wave component caused by the piezoelectric actuator hysteresis nonlinearity in control response, and the purpose of compensation of hysteresis nonlinearity in a control channel is achieved. The method is simple in system and avoids building a complex hysteresis nonlinearity model, a control system can be suitable for conditions of single frequency disturbance and multi-frequency disturbance, and the nonlinearity influence of the piezoelectric laminated actuator is effected reduced; the method that the frequency domain outputs feedback to control the time domain input is adopted, and the frequency domain compensation of the piezoelectric actuator hysteresis nonlinearity in the vibration active control is achieved.
Description
Technical field
The invention discloses piezoelectric actuator Hysteresis Nonlinear frequency domain compensating method in the Active Vibration Control, belong to the technical field of Control of Nonlinear Systems.
Background technology
Piezoelectric actuator utilizes the inverse piezoelectric effect of piezoelectric, realizes that electric energy is converted to mechanical energy output, and it has advantages such as power output is big, quality is little, response speed is fast, operating frequency is wide, is widely used in structural vibration and radiated noise ACTIVE CONTROL.But in control system, the Hysteresis Nonlinear properties influence control performance that piezoelectric actuator is intrinsic becomes the major obstacle that the restriction control performance further improves.The structural vibration response and the radiated noise that with the rotating parts are driving source show as cyclophysis, require actuator with the input that is used as power frequently, control controlled structural vibrations and respond and radiated noise.Because the Hysteresis Nonlinear characteristic of piezoelectric actuator will be followed high order harmonic component response output under control harmonic wave input stimulus, reduce the control effect.
In order to reduce the piezoelectric actuator Hysteresis Nonlinear to the influence of control effect, existing multiple compensation policy can be divided into two classes generally: directly electric charge control and application inversion model carry out pseudo-linear compensation.Electric charge control utilizes the displacement output of piezoelectric and the electric charge that acts on above it to be the better linearity relation, can effectively reduce the hysteretic and nonlinear influence.But this method needs complicated control electric charge multiplying arrangement, and good linearty is just arranged when only working in lower frequency range.The application inversion model carries out pseudo-linear compensation method and uses the Hysteresis Nonlinear model that Maxwell gliding model, Preisach model, artificial neural net etc. are set up piezoelectric actuator usually, realize the pseudo-linearisation of control system by the inversion model of in control channel, introducing the Hysteresis Nonlinear model, another approach is in feedfoward control, reference signal through the pre-filtering of Hysteresis Nonlinear model, is used the compensation that the nonlinear adaptive control method realizes the influence of piezoelectric actuator Hysteresis Nonlinear.The Hysteresis Nonlinear model of setting up piezoelectric actuator is complicated and is difficult to accurate process, needs great deal of experiment data usually.
Summary of the invention
Technical problem to be solved by this invention is the deficiency at the above-mentioned background technology, and piezoelectric actuator Hysteresis Nonlinear frequency domain compensating method in the Active Vibration Control is provided.
The present invention adopts following technical scheme for achieving the above object:
Piezoelectric actuator Hysteresis Nonlinear frequency domain compensating method comprises the steps: in the Active Vibration Control
Step 2, the high-order harmonic wave signal that the needs of determining according to step 1 compensate, the time domain that obtains the current period is controlled the input harmonics signal;
Step 3 is imported as the control of the control channel of piezoelectric actuator driving with the time domain control input harmonics signal of current period, gathers the departure response signal in measurement point;
Step 4, the departure response signal of gathering in the treatment step 3, in the controlled error responses signal to cosine coefficient, sinusoidal coefficient in requisition for the higher order signal of compensation;
In the piezoelectric actuator Hysteresis Nonlinear frequency domain compensating method, step 5 comprises the steps: in the described Active Vibration Control
Steps A, according in the described departure response signal of step 4 in requisition for the higher order signal of compensation cosine harmonics coefficient, multifrequency sinusoid coefficient, utilize linear harmonic wave frequency domain control method calculate in next period control input of piezoelectric actuator in requisition for the higher order signal of compensation harmonic constant;
Step B, in next period control input of piezoelectric actuator of being determined by steps A in requisition for the higher order signal of compensation harmonic constant obtain the time domain control input harmonics signal of next period of piezoelectric actuator.
In the described Active Vibration Control in the piezoelectric actuator Hysteresis Nonlinear frequency domain compensating method, step 1 utilizes following method need to determine the high-order harmonic wave signal of compensation: the control channel that piezoelectric actuator is driven applies the simple harmonic quantity input signal identical with the disturbance driving frequency, gather the start response signal of the control channel of piezoelectric actuator driving, the start response signal is done the high-order harmonic wave signal that discrete Fourier transform needing to obtain compensation.
The present invention adopts technique scheme, has following beneficial effect: avoided setting up complicated Hysteresis Nonlinear model, be applicable to single-frequency disturbance and multifrequency disturbance situation, reduced the non-linear effects of laminated piezoelectric actuator effectively; Utilize the method for frequency domain output FEEDBACK CONTROL time domain input, realized piezoelectric actuator hysteretic and nonlinear frequency domain compensation in the Active Vibration Control.
Description of drawings
Fig. 1 is piezoelectric actuator input and output figure.
Fig. 2 is multiple-harmonic control input piezoelectric actuator Hysteresis Nonlinear compensation principle figure.
Fig. 3 is the block diagram of control system.
Fig. 4 is the acceleration responsive spectrogram that has or not control and have or not nonlinear compensation.
Embodiment
Be elaborated below in conjunction with the technical scheme of accompanying drawing to invention:
As shown in Figure 1, the control channel of piezoelectric actuator driving is exported under the excitation of simple harmonic quantity input signal and is made dynamic response.
As Fig. 2, shown in Figure 3, piezoelectric actuator Hysteresis Nonlinear frequency domain compensating method comprises the steps in the Active Vibration Control.
Step 2, the high-order harmonic wave signal that the needs of determining according to step 1 compensate, the time domain that obtains the current period is controlled input harmonics signal u
0(t):
In the formula (1), x
n(0) and y
n(0) is the cosine of the n order harmonics of control input and the sinusoidal coefficient value at initial time.
Step 3 is with the time domain control input harmonics signal u of current period
0(t) T is waited in the control input of the control channel that drives as piezoelectric actuator
w(generally get 1~3 fundamental frequency cycles T
s) after, gather departure response signal e (t), T in measurement point
sBe departure response signal fundamental frequency cycles, departure response signal e (t) is the difference of disturbance response d (t) and control response, and the expression formula of departure response signal e (t) is:
Step 4, the departure response signal of gathering in the discrete Fourier transform step 3, in the controlled error responses signal to cosine coefficient, the sinusoidal coefficient of higher order signal in requisition for compensation, for n order harmonic signal in the departure response signal, its cosine coefficient, sinusoidal coefficient are respectively a
n, b
n
Steps A according to the cosine coefficient of the described departure response signal of step 4, sinusoidal coefficient, utilizes linear harmonic wave frequency domain control method to calculate piezoelectric actuator T
w+ T
sThe control input harmonics coefficient of period,
Formula (3a) (3b) in, E
n(i)=a
n(i)+jb
n(i), μ
nFor revising step-length, i is step correction time; Re represents to get real, and Im represents to get the imaginary part of plural number;
Because the Hysteresis Nonlinear factor need be identified in the value at each order frequency place one by one to transfer function: at first import fundamental frequency harmonics voltage, the transfer function values at identification fundamental frequency place
At the n rank high-order harmonic wave of needs compensation, incoming frequency is ω then
nHarmonic voltage u
n(t), identify the transfer function values at n order harmonic frequency place
Step B, the coefficient of each frequency component obtains the time domain control input harmonics signal of next period of piezoelectric actuator in next period control input of piezoelectric actuator of being determined by steps A:
Have or not the acceleration responsive time history at controlled point place under the nonlinear compensation as shown in table 1:
Table 1
Shown in Figure 4 is to have or not control and have or not the acceleration responsive spectrogram of nonlinear compensation, shows that equally the control response that has after the nonlinear compensation obviously reduces.It is worthy of note that the inventive method can be used for compensating magnetostrictive actuator, marmem actuator and other presents the compensation of the system of small nonlinearity.
In sum, the present invention has following beneficial effect:
(1) system is simple, has avoided setting up complicated Hysteresis Nonlinear model, and control system reduces the non-linear effects of laminated piezoelectric actuator effectively applicable to single-frequency disturbance and multifrequency disturbance situation;
(2) method of utilizing frequency domain output FEEDBACK CONTROL time domain to import has realized piezoelectric actuator hysteretic and nonlinear frequency domain compensation in the Active Vibration Control.
Claims (3)
1. piezoelectric actuator Hysteresis Nonlinear frequency domain compensating method in the Active Vibration Control is characterized in that, comprises the steps:
Step 1 is determined the high-order harmonic wave signal that need compensate;
Step 2, the high-order harmonic wave signal that the needs of determining according to step 1 compensate, the time domain that obtains the current period is controlled the input harmonics signal;
Step 3 is imported as the control of the control channel of piezoelectric actuator driving with the time domain control input harmonics signal of current period, gathers the departure response signal in measurement point;
Step 4, the departure response signal of gathering in the treatment step 3, in the controlled error responses signal to cosine coefficient, sinusoidal coefficient in requisition for the higher order signal of compensation;
Step 5, cosine coefficient, sinusoidal coefficient that linear harmonic wave stable state controller utilizes step 4 to obtain
,The coefficient of Correction and Control input harmonics signal determines that the time domain of next period is controlled the input harmonics signal, returns step 3.
2. piezoelectric actuator Hysteresis Nonlinear frequency domain compensating method in the Active Vibration Control according to claim 1 is characterized in that step 5 comprises the steps:
Steps A, according in the described departure response signal of step 4 in requisition for the higher order signal of compensation cosine harmonics coefficient, multifrequency sinusoid coefficient, utilize linear harmonic wave frequency domain control method calculate in next period control input of piezoelectric actuator in requisition for the higher order signal of compensation harmonic constant;
Step B, in next period control input of piezoelectric actuator of being determined by steps A in requisition for the higher order signal of compensation harmonic constant obtain the time domain control input harmonics signal of next period of piezoelectric actuator.
3. piezoelectric actuator Hysteresis Nonlinear frequency domain compensating method in the Active Vibration Control according to claim 1 and 2, it is characterized in that, step 1 utilizes following method need to determine the high-order harmonic wave signal of compensation: the control channel that piezoelectric actuator is driven applies the simple harmonic quantity input signal identical with the disturbance driving frequency, gather the start response signal of the control channel of piezoelectric actuator driving, the start response signal is done the high-order harmonic wave signal that discrete Fourier transform needing to obtain compensation.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201310275076.0A CN103346692B (en) | 2013-07-02 | 2013-07-02 | Frequency domain compensation method for piezoelectric actuator hysteresis nonlinearity in vibration active control |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201310275076.0A CN103346692B (en) | 2013-07-02 | 2013-07-02 | Frequency domain compensation method for piezoelectric actuator hysteresis nonlinearity in vibration active control |
Publications (2)
Publication Number | Publication Date |
---|---|
CN103346692A true CN103346692A (en) | 2013-10-09 |
CN103346692B CN103346692B (en) | 2015-05-20 |
Family
ID=49281474
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201310275076.0A Expired - Fee Related CN103346692B (en) | 2013-07-02 | 2013-07-02 | Frequency domain compensation method for piezoelectric actuator hysteresis nonlinearity in vibration active control |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN103346692B (en) |
Cited By (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103822570A (en) * | 2014-02-26 | 2014-05-28 | 上海师范大学 | Method for compensating for hysteresis characteristics of IPMC displacement sensor based on pseudo feedback |
CN104092404A (en) * | 2014-07-15 | 2014-10-08 | 郑州航空工业管理学院 | Giant magnetostrictive system in structural active control |
CN105652662A (en) * | 2016-01-30 | 2016-06-08 | 西北工业大学 | Active control method for vibration of piezoelectric structure for adaptive narrow-band filtering |
CN110209045A (en) * | 2019-05-31 | 2019-09-06 | 西安交通大学 | A kind of external cavity tunable laser diode Nonlinearity Correction Method based on FPGA |
CN110488605A (en) * | 2019-07-22 | 2019-11-22 | 南京航空航天大学 | A kind of piezoelectric actuator sluggishness neural network compensation method for helicopter body active vibration control |
CN110601595A (en) * | 2019-08-22 | 2019-12-20 | 南京理工大学 | Real-time control method for piezoelectric driver hysteresis nonlinear compensation |
CN110829885A (en) * | 2019-11-22 | 2020-02-21 | 温州大学 | Mechanical impedance matching control method of magnetostrictive precision driving device |
CN110928180A (en) * | 2019-12-04 | 2020-03-27 | 中国直升机设计研究所 | Hysteresis compensation method and device for actuator |
CN111478630A (en) * | 2019-12-30 | 2020-07-31 | 瑞声科技(新加坡)有限公司 | Motor steady-state single-frequency distortion compensation method and device |
CN112180762A (en) * | 2020-09-29 | 2021-01-05 | 瑞声新能源发展(常州)有限公司科教城分公司 | Nonlinear signal system construction method, apparatus, device and medium |
US11244805B2 (en) | 2019-11-15 | 2022-02-08 | Fei Company | Electron microscope stage |
US11538652B2 (en) | 2019-11-15 | 2022-12-27 | Fei Company | Systems and methods of hysteresis compensation |
US11562877B2 (en) | 2019-11-15 | 2023-01-24 | Fei Company | Systems and methods of clamp compensation |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101404466A (en) * | 2008-11-05 | 2009-04-08 | 哈尔滨工业大学 | Disresonance adapting circuit and piezoelectrical device driver using the same |
JP2009284635A (en) * | 2008-05-21 | 2009-12-03 | Konica Minolta Opto Inc | Drive system |
CN102142790A (en) * | 2011-04-14 | 2011-08-03 | 天津大学 | Method for exciting rotary ultrasonic motor |
CN102722136A (en) * | 2012-06-29 | 2012-10-10 | 沈阳工业大学 | Device and method for controlling XY working platform of ultrasonic motor based on neural network |
-
2013
- 2013-07-02 CN CN201310275076.0A patent/CN103346692B/en not_active Expired - Fee Related
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2009284635A (en) * | 2008-05-21 | 2009-12-03 | Konica Minolta Opto Inc | Drive system |
CN101404466A (en) * | 2008-11-05 | 2009-04-08 | 哈尔滨工业大学 | Disresonance adapting circuit and piezoelectrical device driver using the same |
CN102142790A (en) * | 2011-04-14 | 2011-08-03 | 天津大学 | Method for exciting rotary ultrasonic motor |
CN102722136A (en) * | 2012-06-29 | 2012-10-10 | 沈阳工业大学 | Device and method for controlling XY working platform of ultrasonic motor based on neural network |
Cited By (22)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103822570B (en) * | 2014-02-26 | 2017-01-25 | 上海师范大学 | Method for compensating for hysteresis characteristics of IPMC displacement sensor based on pseudo feedback |
CN103822570A (en) * | 2014-02-26 | 2014-05-28 | 上海师范大学 | Method for compensating for hysteresis characteristics of IPMC displacement sensor based on pseudo feedback |
CN104092404A (en) * | 2014-07-15 | 2014-10-08 | 郑州航空工业管理学院 | Giant magnetostrictive system in structural active control |
CN105652662A (en) * | 2016-01-30 | 2016-06-08 | 西北工业大学 | Active control method for vibration of piezoelectric structure for adaptive narrow-band filtering |
CN105652662B (en) * | 2016-01-30 | 2018-06-12 | 西北工业大学 | A kind of piezoelectric structure Method of Active Vibration Control of narrowband self-adaption filtering |
CN110209045A (en) * | 2019-05-31 | 2019-09-06 | 西安交通大学 | A kind of external cavity tunable laser diode Nonlinearity Correction Method based on FPGA |
CN110488605B (en) * | 2019-07-22 | 2021-06-22 | 南京航空航天大学 | Piezoelectric actuator hysteresis neural network compensation method for active control of helicopter body vibration |
CN110488605A (en) * | 2019-07-22 | 2019-11-22 | 南京航空航天大学 | A kind of piezoelectric actuator sluggishness neural network compensation method for helicopter body active vibration control |
CN110601595B (en) * | 2019-08-22 | 2022-05-27 | 南京理工大学 | Real-time control method for piezoelectric driver hysteresis nonlinear compensation |
CN110601595A (en) * | 2019-08-22 | 2019-12-20 | 南京理工大学 | Real-time control method for piezoelectric driver hysteresis nonlinear compensation |
US11244805B2 (en) | 2019-11-15 | 2022-02-08 | Fei Company | Electron microscope stage |
US12057286B2 (en) | 2019-11-15 | 2024-08-06 | Fei Company | Systems and methods of clamp compensation |
US11562877B2 (en) | 2019-11-15 | 2023-01-24 | Fei Company | Systems and methods of clamp compensation |
US11538652B2 (en) | 2019-11-15 | 2022-12-27 | Fei Company | Systems and methods of hysteresis compensation |
US20210159386A1 (en) * | 2019-11-22 | 2021-05-27 | Wenzhou University | Matching control method for mechanical impedance of magnetostrictive precision transducer |
CN110829885A (en) * | 2019-11-22 | 2020-02-21 | 温州大学 | Mechanical impedance matching control method of magnetostrictive precision driving device |
US11778916B2 (en) * | 2019-11-22 | 2023-10-03 | Wenzhou University | Matching control method for mechanical impedance of magnetostrictive precision transducer |
CN110928180A (en) * | 2019-12-04 | 2020-03-27 | 中国直升机设计研究所 | Hysteresis compensation method and device for actuator |
CN110928180B (en) * | 2019-12-04 | 2023-03-28 | 中国直升机设计研究所 | Hysteresis compensation method and device for actuator |
CN111478630B (en) * | 2019-12-30 | 2023-11-10 | 瑞声科技(新加坡)有限公司 | Motor steady-state single-frequency distortion compensation method and device |
CN111478630A (en) * | 2019-12-30 | 2020-07-31 | 瑞声科技(新加坡)有限公司 | Motor steady-state single-frequency distortion compensation method and device |
CN112180762A (en) * | 2020-09-29 | 2021-01-05 | 瑞声新能源发展(常州)有限公司科教城分公司 | Nonlinear signal system construction method, apparatus, device and medium |
Also Published As
Publication number | Publication date |
---|---|
CN103346692B (en) | 2015-05-20 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN103346692A (en) | Frequency domain compensation method for piezoelectric actuator hysteresis nonlinearity in vibration active control | |
Bacelli et al. | Comments on control of wave energy converters | |
Xiao et al. | A hill-climbing-method-based maximum-power-point-tracking strategy for direct-drive wave energy converters | |
EP2008317B1 (en) | A method and apparatus for harvesting energy from mechanical vibrations | |
Zhao et al. | A graded metamaterial for broadband and high-capability piezoelectric energy harvesting | |
CN101741318B (en) | Method for controlling degree of distortion of sine vibrating table | |
Ramasamy et al. | Direct‐drive low‐speed wind energy conversion system incorporating axial‐type permanent magnet generator and Z‐source inverter with sensorless maximum power point tracking controller | |
CN111106783B (en) | Signal manufacturing method, signal manufacturing device, vibration motor and touch screen equipment | |
CN112650388B (en) | Motor vibration signal generation method and device, computer equipment and storage medium | |
Yuan et al. | Nonlinear characteristic of a circular composite plate energy harvester: experiments and simulations | |
Loh et al. | Evaluation of resonant damping techniquesfor z-source current-type inverter | |
Prajapat et al. | Stability enhancement of DFIG‐based wind turbine system through linear quadratic regulator | |
CN110247434A (en) | A kind of grid-connected control method and system based on virtual synchronous motor self-adjusting inertia | |
CN108845594B (en) | Vibration harmonic iterative control method based on transfer function | |
CN103501016B (en) | TCSC (thyristor controlled series capacitor) control method and system based on process neural network | |
Wilson et al. | Wec array electro-mechanical drivetrain networked microgrid control design and energy storage system analysis | |
CN103488204B (en) | A kind of inverse control method of the electromagnetic exciting system based on System Discrimination | |
CN108663570B (en) | Current harmonic analysis method based on trigonometric function neural network | |
CN109062036B (en) | Vibration harmonic iterative control system based on transfer function | |
Wu et al. | Speed control for the continuously variable transmission in wind turbines under subsynchronous resonance | |
Shi et al. | Study on self-tuning pole assignment speed control of an ultrasonic motor | |
Zhang et al. | Multivariable nonlinear model of ultrasonic motor based on Hammerstein model and uniform design | |
Forbush et al. | MASK4 test report | |
La | Upper bound of power harvested by an on-off electrical damping in a state space system | |
Shen et al. | Active power filter equivalent to an infinite feeder for harmonic suppression in radial distribution systems |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
C14 | Grant of patent or utility model | ||
GR01 | Patent grant | ||
CF01 | Termination of patent right due to non-payment of annual fee |
Granted publication date: 20150520 Termination date: 20170702 |
|
CF01 | Termination of patent right due to non-payment of annual fee |