CN103233946B - A kind of Pneumatic Position Servo System backstepping control method - Google Patents

A kind of Pneumatic Position Servo System backstepping control method Download PDF

Info

Publication number
CN103233946B
CN103233946B CN201310116468.2A CN201310116468A CN103233946B CN 103233946 B CN103233946 B CN 103233946B CN 201310116468 A CN201310116468 A CN 201310116468A CN 103233946 B CN103233946 B CN 103233946B
Authority
CN
China
Prior art keywords
centerdot
servo system
position servo
piston
pneumatic position
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.)
Active
Application number
CN201310116468.2A
Other languages
Chinese (zh)
Other versions
CN103233946A (en
Inventor
任海鹏
黄超
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Xi'an Bit Lianchuang Technology Co ltd
Original Assignee
Xian University of Technology
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Xian University of Technology filed Critical Xian University of Technology
Priority to CN201310116468.2A priority Critical patent/CN103233946B/en
Publication of CN103233946A publication Critical patent/CN103233946A/en
Application granted granted Critical
Publication of CN103233946B publication Critical patent/CN103233946B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Feedback Control In General (AREA)

Abstract

The invention discloses a kind of Pneumatic Position Servo System backstepping control method, the method is specifically implemented according to following steps: step 1, set up the model of controlled Pneumatic Position Servo System, and each above-mentioned variable parameter detects in real time respectively by respective detecting instrument and obtains; Negligible friction, obtain three rank linear models of pneumatic system, control objectives is the desired output made required by Model output tracking; Step 2, set up the Backstepping Controller model of Pneumatic Position Servo System; Step 3, estimate Pneumatic Position Servo System unknown parameters ' value, by the numerical value input computer estimating to obtain, for the parameter of real-time update Backstepping Controller model, the signal of computer control amplifier exports, the displacement amount of real-time regulating piston.The inventive method does not need to increase Pressure testing hardware or algorithm, can obtain the control accuracy of better tracking effect and Geng Gao.

Description

A kind of Pneumatic Position Servo System backstepping control method
Technical field
The invention belongs to pneumatic system high precision position tracking control technology field, relate to a kind of Pneumatic Position Servo System backstepping control method.
Background technique
Pneumatic system take pressurized air as working medium, fire prevention, explosion-proof, anti-electromagnetic interference, not by the impact of radioactive rays and noise, and to vibrating and impacting also insensitive, and there is the advantages such as life-span long, safety, clean, high power/weight ratio, pneumatics has been widely used every field.
But because the compressibility of gas, gas are relatively large by the Complex Flows characteristic of valve port, frictional force between cylinder and slide block, it is very difficult that these factors make the high precision tracking of Pneumatic Position Servo System control.
Summary of the invention
The object of the present invention is to provide a kind of Pneumatic Position Servo System backstepping control method, solve prior art to the not high enough problem of the tracing control precision of Pneumatic Position Servo System.
The technical solution used in the present invention is, a kind of Pneumatic Position Servo System backstepping control method, and the method is specifically implemented according to following steps:
Step 1, set up the model of controlled Pneumatic Position Servo System
The mathematical model of proportional valve control Pneumatic Position Servo System is as shown in the formula (1):
m · a = f a ( u , p a ) m · b = f b ( u , p b ) KRT m · a = K p a A a y · + A a ( y 0 + y ) p · a KRT m · b = K p b A b y · + A b ( y 0 - y ) p · b M y · · = p a A a - p b A b - F f , - - - ( 1 )
Wherein with be respectively the gas mass flow flowing into cylinder A side and B side, u is control signal, p aand p bbe respectively cylinder A side and B side pressure, A aand A bbe respectively cylinder A side and B side piston cross-section to amass, y is piston displacement, y 0for piston-initial-position, M is slide block quality, F ffor frictional force, f a() and f b() is respectively the nonlinear function relevant with B side external and internal pressure with cylinder A side, and K, R and T are dependent constant, and above-mentioned piston displacement y is obtained by displacement detecting instrument;
Negligible friction, and linearization is carried out to the nonlinear function of formula (1), obtain three rank linear models of pneumatic system as shown in the formula (2):
x · 1 = x 2 x · 2 = x 3 x · 3 = a 1 x 1 + a 2 x 2 + a 3 x 3 + bu y = x 1 , - - - ( 2 )
Wherein x 1, x 2, x 3for system mode, u is control inputs, a 1, a 2, a 3, b is unknown model parameters, and control objectives makes the desired output y required by model output y tracking d;
Step 2, set up the Backstepping Controller model of Pneumatic Position Servo System
Choose Backstepping Controller to the Pneumatic Position Servo System modular form (2) that upper step obtains, the Controlling model of Backstepping Controller is as shown in the formula (3):
u ′ = 1 b ^ ( - z 2 - a ^ 1 z 1 - a ^ 1 y d - a ^ 2 z 2 - a ^ 2 α 1 - a ^ 3 α 2 + α · 2 ) , - - - ( 3 )
Wherein z 1 = x 1 - y d z 2 = x 2 - α 1 z 3 = x 3 - α 2 , α 1 = y · d - c 1 z 1 , α 2 = - z 1 + α · 1 - c 2 z 2 , a ^ 1 , a ^ 2 , a ^ 3 , b ^ Be the estimated value of system unknown parameter, y dfor desired output, the derivative of variable is asked for by Euler's formula, and concrete form is as shown in the formula (4):
x · ( kΔT ) = x ( ( k + 1 ) ΔT ) - x ( kΔT ) ΔT , - - - ( 4 )
Δ T is wherein the sampling time, represent in the value of k sampling instant;
Actual export controlled quentity controlled variable carry out amplitude limit such as formula (5):
u = U max u &prime; > U max u &prime; - U max &le; u &prime; &le; U max - U max u &prime; < - U max ; - - - ( 5 )
Step 3, Pneumatic Position Servo System unknown parameters ' value to be estimated
Method of estimation is with reference to following formula (6):
1 b ^ = &Integral; ( - &lambda; ) z 1 y d dt a ^ &CenterDot; 1 = - &beta; 1 z 1 x 1 a ^ &CenterDot; 2 = - &beta; 2 z 1 x 2 a ^ &CenterDot; 3 = - &beta; 3 z 1 x 3 , - - - ( 6 )
λ > 0, β wherein i> 0, i=1,2,3 is adaptive gain, and will estimate that the numerical value obtained is used for the parameter of real-time update Backstepping Controller modular form (3), computer is exported by the signal of D/A control amplifier, the displacement amount of the piston of real-time adjustment Rodless cylinder.
The beneficial effect of the inventive method is: 1) do not need to increase Pressure testing hardware or algorithm; 2) do not need the priori of object, just can implement effective control; 3) compared with more existing controlling methods, the control accuracy of better tracking effect and Geng Gao can be obtained.
Accompanying drawing explanation
Fig. 1 is the structural representation of the control object (proportional valve control Rodless cylinder) of the inventive method;
Fig. 2 is the Steady Experimental result adopting the inventive method to follow the tracks of S curve;
Fig. 3 is the Steady Experimental result adopting the inventive method to follow the tracks of sinusoidal signal;
Fig. 4 is the Steady Experimental result adopting the inventive method to follow the tracks of multifrequency sine signal;
Fig. 5 is the Steady Experimental result adopting sliding moding structure 1 method to follow the tracks of S curve;
Fig. 6 is the Steady Experimental result adopting sliding moding structure 1 method to follow the tracks of sinusoidal signal;
Fig. 7 is the Steady Experimental result adopting sliding moding structure 1 method to follow the tracks of multifrequency sine signal;
Fig. 8 is the Steady Experimental result adopting sliding moding structure 2 method to follow the tracks of S curve;
Fig. 9 is the Steady Experimental result adopting sliding moding structure 2 method to follow the tracks of sinusoidal signal;
Figure 10 is the Steady Experimental result adopting sliding moding structure 2 method to follow the tracks of multifrequency sine signal.
In figure, 1. piston, 2. load, 3. Rodless cylinder, 4. displacement detecting instrument, 5. Proportional valve, 6. amplifier, 7. computer, 8. reduction valve, 9. air pump.
Embodiment
Below in conjunction with the drawings and specific embodiments, the present invention is described in detail.
Pneumatic Position Servo System backstepping control method of the present invention, specifically implement according to following three steps:
Step 1, set up the model of controlled Pneumatic Position Servo System
With reference to Fig. 1, the structure of the controlled Pneumatic Position Servo System that the inventive method relies on is, the piston 1 of Rodless cylinder 3 is fixedly connected with load 2, and piston 1 also contacts with displacement detecting instrument 4 is corresponding simultaneously, and the output signal of location detector 4 sends into computer 7 by A/D conversion; Proportional valve 5 is five-way valve, the air cavity A side of Rodless cylinder 3 and air cavity B side respectively with two outlet sides (two po hold) the corresponding UNICOM of Proportional valve 5, Proportional valve 5 inlet end (pu end) is by reduction valve 8 and air pump 9 UNICOM, the valve element position of Proportional valve 5 is connected with the controller of amplifier 6, and amplifier 6 is connected by signaling line with computer 7.
Suppose that pneumatic system meets following condition: the working medium (air) that 1) system uses is perfect gas; 2) flowing state of gas flow when valve port or other restriction is constant entropy adiabatic process; 3) in same cavity volume, gas pressure and temperature are equal everywhere; 4) leakage do not considered is ignored; 5), during piston movement, the change procedure of two intracavity gas is adiabatic process; 6) bleed pressure and atmospheric pressure constant; 7) compared with system dynamic characteristic, the inertia of Proportional valve can be ignored.Obtain the mathematical model of proportional valve control Pneumatic Position Servo System of the present invention accordingly as shown in the formula (1):
m &CenterDot; a = f a ( u , p a ) m &CenterDot; b = f b ( u , p b ) KRT m &CenterDot; a = K p a A a y &CenterDot; + A a ( y 0 + y ) p &CenterDot; a KRT m &CenterDot; b = K p b A b y &CenterDot; + A b ( y 0 - y ) p &CenterDot; b M y &CenterDot; &CenterDot; = p a A a - p b A b - F f , - - - ( 1 )
Wherein with be respectively the gas mass flow flowing into cylinder A side (the air cavity A in Fig. 1) and B side (the air cavity B in Fig. 1), u is control signal, p aand p bbe respectively cylinder A side and B side pressure, A aand A bbe respectively cylinder A side and B side piston cross-section amasss (equal for both the Rodless cylinders in native system), y is piston displacement, y 0for piston-initial-position, M is slide block quality, F ffor frictional force, f a() and f b() is respectively the nonlinear function relevant with B side external and internal pressure with cylinder A side, and K, R and T are dependent constant, and above-mentioned piston displacement y is obtained by displacement detecting instrument 4;
Negligible friction, and linearization is carried out to the nonlinear function of formula (1), obtain three rank linear models of pneumatic system as shown in the formula (2):
x &CenterDot; 1 = x 2 x &CenterDot; 2 = x 3 x &CenterDot; 3 = a 1 x 1 + a 2 x 2 + a 3 x 3 + bu y = x 1 , - - - ( 2 )
Wherein x 1, x 2, x 3for system mode, u is control inputs, a 1, a 2, a 3, b is unknown model parameters, and control objectives makes the desired output y required by model output y tracking d.
Step 2, set up the Backstepping Controller model of Pneumatic Position Servo System
Choose contragradience (self adaption) controller to the Pneumatic Position Servo System modular form (2) that upper step obtains, the Controlling model of Backstepping Controller is as shown in the formula (3):
u &prime; = 1 b ^ ( - z 2 - a ^ 1 z 1 - a ^ 1 y d - a ^ 2 z 2 - a ^ 2 &alpha; 1 - a ^ 3 &alpha; 2 + &alpha; &CenterDot; 2 ) , - - - ( 3 )
Wherein z 1 = x 1 - y d z 2 = x 2 - &alpha; 1 z 3 = x 3 - &alpha; 2 , &alpha; 1 = y &CenterDot; d - c 1 z 1 , &alpha; 2 = - z 1 + &alpha; &CenterDot; 1 - c 2 z 2 , a ^ 1 , a ^ 2 , a ^ 3 , b ^ Be the estimated value of system unknown parameter, y dfor desired output, the derivative of variable is asked for by Euler's formula, and concrete form is as shown in the formula (4):
x &CenterDot; ( k&Delta;T ) = x ( ( k + 1 ) &Delta;T ) - x ( k&Delta;T ) &Delta;T , - - - ( 4 )
Δ T is wherein the sampling time, represent in the value of k sampling instant, such as, in formula (3) then have &alpha; &CenterDot; 2 ( k&Delta;T ) = &alpha; 2 ( ( k + 1 ) &Delta;T ) - &alpha; 2 ( k&Delta;T ) &Delta;T ;
Actual export controlled quentity controlled variable carry out amplitude limit such as formula (5):
u = U max u &prime; > U max u &prime; - U max &le; u &prime; &le; U max - U max u &prime; < - U max ; - - - ( 5 )
Step 3, Pneumatic Position Servo System unknown parameters ' value to be estimated
Method of estimation is with reference to following formula (6):
1 b ^ = &Integral; ( - &lambda; ) z 1 y d dt a ^ &CenterDot; 1 = - &beta; 1 z 1 x 1 a ^ &CenterDot; 2 = - &beta; 2 z 1 x 2 a ^ &CenterDot; 3 = - &beta; 3 z 1 x 3 , - - - ( 6 )
λ > 0, β wherein i> 0, i=1,2,3 is adaptive gain, and will estimate that the numerical value obtained is used for the parameter of real-time update Backstepping Controller modular form (3), computer is exported by the signal of D/A control amplifier 6, the displacement amount of the piston 1 of real-time adjustment Rodless cylinder 3.
Embodiment
All parts in Pneumatic Position Servo System structure is selected respectively: the Rodless cylinder (model of employing is DGPL-25-450-PPV-A-B-KF-GK-SV) of FESTO company; Five-way Proportional valve (model of employing is MPYE-5-1/8-HF-010-B); Swept resistance formula linear displacement detecting instrument (model of employing is MLO-POT-450-TLF, position detection accuracy 0.15mm after coordinating with capture card); Computer (model of employing is CPU is P21.2GHz); Universal data collection card (model of employing is PCI2306); Other element such as air pump forms Pneumatic Position Servo System.The control software design of built-in computer adopts VB establishment, by the change curve of correlated variables in On Screen Display control procedure.
Control objectives is set to respectively
Reference signal 1:S curve
y d=-(A/ω 2)sin(ωt)+(A/ω)t, (7)
The value of A is the value of 55.825, w is 0.5 π.
Reference signal 2: single frequency sinusoidal signal
y d=111.65sin0.5πt, (8)
Reference signal 3: multifrequency sine signal
y d=167.475sinπt+167.475sin0.5πt+167.475sin(2πt/7), (9)
+167.475sin(πt/6)+167.475sin(2πt/17)
The contragradience adaptive controller of employing formula (3)-Shi (6) carries out Control release, the controling parameters c in formula (3)-Shi (6) 1, c 2, λ, β 1, β 2, β 3value can repeatedly test examination and gather.
Be set to 50,50,1,1,1,1 in the present embodiment, control amplitude limit U max=1.56V, when following the tracks of expectation target and being respectively formula (7)-Shi (9), steady track curve such as Fig. 2, Fig. 3, Fig. 4 provide.
Fig. 5-Figure 10 gives control effects when two kinds of modes (i.e. sliding moding structure 1 and sliding moding structure 2) tracking equating expections adopting prior art exports, and visible by contrasting, the inventive method tracking accuracy is higher.
Method reference literature [the Gary M.Bone of sliding moding structure 1, Shu Ning.Experimental Comparison of Position Tracking Control Algorithms for Pneumatic Cylinder Actuators [J] .IEEE/ASME Transactions on Mechatronics, 2007,12 (5): 557-561], its variable-structure controller is expressed as form:
S = y &CenterDot; &CenterDot; - y &CenterDot; &CenterDot; d + 2 &lambda; ( y &CenterDot; - y &CenterDot; d ) + &lambda; 2 ( y - y d ) - - - ( 10 )
u eq = 1 m 0 [ y &CenterDot; &CenterDot; &CenterDot; d + n 2 y &CenterDot; &CenterDot; + n 1 y &CenterDot; + n 0 y - 2 &lambda; ( y &CenterDot; &CenterDot; - y &CenterDot; &CenterDot; d ) - &lambda; 2 ( y &CenterDot; - y &CenterDot; d ) ] - - - ( 11 )
u s=-k s1sat(S/φ) (12)
u′=u eq+u s(13)
Actual control is provided by formula (12), and the amplitude limit controlling to export provides identical with the inventive method such as formula (5), wherein model nominal parameters n 2=29.5544, n 1=218.436, n 0=0, m 0=5531.3305, controller parameter λ=50, k s1=2.44 × 10 4, φ=0.05, controls result curve with reference to shown in Fig. 5-Fig. 7.
Method reference literature [the T.Nguyen of sliding moding structure 2, J.Leavitt, F.Jabbari, J.E.Bobrow.Accurate Slide-Mode Control of Pneumatic Systems Using Low-Cost Solenoid Valves [J] .IEEE/ASME Transactions on Mechatronics, 2007,12 (2): 216-219], its variable structure control method as shown in the formula:
S = y &CenterDot; &CenterDot; - y &CenterDot; &CenterDot; d + 2 &zeta;&omega; ( y &CenterDot; - y &CenterDot; d ) + &omega; 2 ( y - y d ) - - - ( 14 )
u=-k s2sgn(S) (15)
This existing method is for switch valve control cylinder, and actual control is provided by formula (15), k s2the corresponding valve of=1, u=1 is opened, and the corresponding valve of u=-1 closes.
In the present invention, adoption rate valve, therefore gets k s2=1.56(lies prostrate) the aperture amplitude of control ratio valve, controller parameter ξ=1, ω=50, realize controlling, and control result curve with reference to shown in Fig. 8-Figure 10.
Table 1 the inventive method and the error of existing controlling method when tracking type (7) outputs signal contrast
Table 2 the inventive method and the error of existing controlling method when tracking type (8) outputs signal contrast
In order to the control effects of the inventive method is described more intuitively, calculate tracking error quantitatively when following the tracks of different expectation target, error is defined as definition root-mean-square error and is:
RMSE = 1 N 2 - N 1 &Sigma; k = N 1 N 2 e k 2 , - - - ( 5.7 )
Wherein N 1for comparing start time, N 2for comparing finish time, e k=y (k Δ T)-y d(k Δ T), Δ T is sampling time interval.For avoiding the impact of the different initial value of self adaptive control and random disturbances, having carried out test of many times, provide the experimental result of wherein five times to the tracking of often kind of input signal, its result such as table 1-table 3 provides.
In contrast table, result is visible, and when various expectation target, the average tracking error of the inventive method is all less than existing method.
Table 3 the inventive method and the error of existing controlling method when tracking type (9) outputs signal contrast

Claims (2)

1. a Pneumatic Position Servo System backstepping control method, is characterized in that, the method is specifically implemented according to following steps:
Step 1, set up the model of controlled Pneumatic Position Servo System
The mathematical model of proportional valve control Pneumatic Position Servo System is as shown in the formula (1):
m &CenterDot; a = f a ( u , p a ) m &CenterDot; b = f b ( u , p b ) kRT m &CenterDot; a = Kp a A a y &CenterDot; + A a ( y 0 + y ) p &CenterDot; a KPT m &CenterDot; b = Kp b a b y &CenterDot; + A b ( y 0 - y ) p &CenterDot; b M y &CenterDot; &CenterDot; = p a A a - p b A b - F f , - - - ( 1 )
Wherein, with be respectively the gas mass flow flowing into air cavity A side and air cavity B side, and p bbe respectively air cavity A side and air cavity B side pressure, with be respectively and p bfirst derivative, for the nonlinear function relevant with air cavity A side external and internal pressure, f b(u, p b) be the nonlinear function relevant with air cavity B side external and internal pressure, and A bbe respectively air cavity A side and air cavity B side piston cross-section to amass, y 0for piston-initial-position, y is piston displacement, with be respectively first derivative and the second dervative of y, u is control signal, and M is slide block quality, F ffor frictional force, K, R and T are dependent constant, and above-mentioned piston displacement y is obtained by displacement detecting instrument (4);
Negligible friction, and linearization is carried out to the nonlinear function of formula (1), the Pneumatic Position Servo System model after linearization process is such as formula (2):
x &CenterDot; 1 = x 2 x &CenterDot; 2 = x 3 x &CenterDot; 3 = a 1 x 1 + a 3 x 3 + a 3 x 3 + bu y = x 1 , - - - ( 2 )
Wherein x 1, x 2, x 3be system mode, correspond to x respectively 1, x 2, x 3first derivative, for unknown model parameters, control objectives makes the desired output y required by piston displacement y tracking d;
Step 2, set up the Backstepping Controller model of Pneumatic Position Servo System
Choose Backstepping Controller to the Pneumatic Position Servo System modular form (2) that upper step obtains, Backstepping Controller model is as shown in the formula (3):
u &prime; = 1 b ^ ( - z 2 - a ^ 1 z 1 - a ^ 1 y d - a ^ 2 z 2 - a ^ 2 &alpha; 1 - a ^ 3 &alpha; 2 + &alpha; &CenterDot; 2 ) , - - - ( 3 )
Wherein &alpha; 1 = y &CenterDot; d - c 1 z 1 , &alpha; 2 = - z 1 + &alpha; &CenterDot; 1 - c 2 z 2 , Z 1=x 1-y d, u ' is the control signal before amplitude limit, for desired output y dfirst derivative, z 1, z 2for intermediate variable, c 1and c 2for design parameter, for first derivative, for first derivative, with be unknown model parameters estimated value,
Amplitude limit is carried out to control signal u, such as formula (4):
u = U max u &prime; > U max u &prime; - U max &le; u &prime; U max - U max u &prime; < - U max , - - - ( 4 )
Wherein, for the amplitude limit value of control signal u;
The estimated value of step 3, calculating unknown model parameters
The estimated value computational methods of four unknown model parameters are with reference to following formula (5):
1 b ^ = &Integral; ( - &lambda; ) z 1 y d dt a ^ &CenterDot; 1 = - &beta; 1 z 1 x 1 a ^ &CenterDot; 2 = - &beta; 2 z 1 x 2 a ^ &CenterDot; 3 = - &beta; 3 z 1 x 3 , - - - ( 5 )
Wherein with be respectively with derivative, λ, β 1, β 2, β 3for the adaptive gain of corresponding four unknown model parameters estimated values, and λ > 0, β 1> 0, β 2> 0, β 3> 0, will estimate to obtain by formula (5) with numerical value be used for the parameter of real-time update Backstepping Controller modular form (3), computer is exported by the signal of D/A control amplifier (6), the displacement amount of the piston (1) of real-time adjustment Rodless cylinder (3).
2. Pneumatic Position Servo System backstepping control method according to claim 1, it is characterized in that: in described step 1, the structure of controlled Pneumatic Position Servo System is, five-way valve selected by Proportional valve (5), the piston (1) of Rodless cylinder (3) is fixedly connected with load (2), and the piston (1) of Rodless cylinder (3) is also arranged with corresponding contact of displacement detecting instrument (4) simultaneously; The air cavity A side of Rodless cylinder (3) and air cavity B side respectively with two corresponding UNICOMs of Stress control end of Proportional valve (5), the double piston-rod tail end of Proportional valve (5) is connected with the controller of amplifier (6), and in the middle part of the double piston-rod of Proportional valve (5), inlet end is by reduction valve (8) and air pump (9) UNICOM; The double piston-rod two ends pressure releasing chamber of Proportional valve (5) is provided with outlet side; Amplifier (6) is connected by signaling line with computer (7), and computer (7) is connected with displacement detecting instrument (4) by other signaling line.
CN201310116468.2A 2013-04-03 2013-04-03 A kind of Pneumatic Position Servo System backstepping control method Active CN103233946B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201310116468.2A CN103233946B (en) 2013-04-03 2013-04-03 A kind of Pneumatic Position Servo System backstepping control method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201310116468.2A CN103233946B (en) 2013-04-03 2013-04-03 A kind of Pneumatic Position Servo System backstepping control method

Publications (2)

Publication Number Publication Date
CN103233946A CN103233946A (en) 2013-08-07
CN103233946B true CN103233946B (en) 2015-07-29

Family

ID=48882004

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201310116468.2A Active CN103233946B (en) 2013-04-03 2013-04-03 A kind of Pneumatic Position Servo System backstepping control method

Country Status (1)

Country Link
CN (1) CN103233946B (en)

Families Citing this family (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9879667B2 (en) 2014-03-03 2018-01-30 Danfoss Power Solutions Inc. Variable load sense spring setting for axial piston open circuit pump
CN105697463B (en) * 2016-03-22 2017-08-25 西安理工大学 A kind of Hydraulic Position Servo exports feedback adaptive control method
CN105573125B (en) * 2016-03-22 2018-04-10 西安理工大学 A kind of pneumatic system position self-adaptation control method unknown for control direction
CN106194903B (en) * 2016-09-28 2018-02-02 西安理工大学 A kind of fractional order sliding mode variable structure control method of Pneumatic Position Servo System
CN106371311B (en) * 2016-10-17 2019-02-01 燕山大学 A kind of Auto-disturbance-rejection Control of rodless cylinder positional servosystem
CN106640809B (en) * 2016-11-07 2018-04-17 同济大学 Variable displacement and variable power adjusts load matched electro-hydraulic position tracking and controlling method
CN107939785B (en) * 2017-11-21 2019-09-20 中国兵器装备集团自动化研究所 One kind being used for cylinder movement control method
CN108679042B (en) * 2018-05-18 2020-07-10 安徽工程大学 Optimization method of diving suit tightness detection automatic control system
CN109595223B (en) * 2018-12-12 2020-09-04 长沙航空职业技术学院 Control method of asymmetric electro-hydraulic proportional system based on precise modeling of proportional valve
CN110081046B (en) * 2019-05-27 2020-07-31 电子科技大学 Multi-hydraulic servo actuator tracking synchronous control method based on backstepping control
CN110515302B (en) * 2019-08-13 2022-04-15 西安理工大学 Reverse step self-adaptive neural network control method for hydraulic position servo system
CN112462598B (en) * 2020-11-30 2022-07-22 河北工业大学 Force control method for flexible polishing end effector
CN114673711B (en) * 2022-03-28 2023-04-21 北京理工大学 Cylinder position control method based on five-mode switching of high-speed switch valve
CN114769711A (en) * 2022-05-13 2022-07-22 深圳市信宇人科技股份有限公司 Method capable of digitally adjusting axial pressure of upper blade and lower blade, upper blade module and slitting device

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE19632914A1 (en) * 1996-08-16 1998-02-19 Festo Ag & Co Method for positioning servopneumatic drives using adaptive control
JPH11148502A (en) * 1997-11-18 1999-06-02 Sharp Corp Locating method for air cylinder
DE19923610A1 (en) * 1999-05-25 2000-12-21 Daimler Chrysler Ag Regulating device for optimum control of a technical system includes a control unit for generating a control output signal by relying on the system's condition and using a controlling law to optimize a preset optimal value.
CN1676950A (en) * 2004-03-30 2005-10-05 Smc株式会社 Air servo cylinder apparatus and controlling method therefor
CN102063061A (en) * 2010-11-24 2011-05-18 西安理工大学 Adaptive compensation method of friction in pneumatic servo system
CN102662323A (en) * 2012-04-23 2012-09-12 南车株洲电力机车研究所有限公司 Adoptive sliding mode control method and adoptive sliding mode control system of wind power generation variable-pitch actuator

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
DE19632914A1 (en) * 1996-08-16 1998-02-19 Festo Ag & Co Method for positioning servopneumatic drives using adaptive control
JPH11148502A (en) * 1997-11-18 1999-06-02 Sharp Corp Locating method for air cylinder
DE19923610A1 (en) * 1999-05-25 2000-12-21 Daimler Chrysler Ag Regulating device for optimum control of a technical system includes a control unit for generating a control output signal by relying on the system's condition and using a controlling law to optimize a preset optimal value.
CN1676950A (en) * 2004-03-30 2005-10-05 Smc株式会社 Air servo cylinder apparatus and controlling method therefor
CN102063061A (en) * 2010-11-24 2011-05-18 西安理工大学 Adaptive compensation method of friction in pneumatic servo system
CN102662323A (en) * 2012-04-23 2012-09-12 南车株洲电力机车研究所有限公司 Adoptive sliding mode control method and adoptive sliding mode control system of wind power generation variable-pitch actuator

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
全局自适应模糊反步控制在火箭炮伺服***中的应用;郭亚军等;《兵工学报》;20120630;第33卷(第6期);第658-662页 *
模糊神经滑膜控制在气动位置伺服***中的应用;张远深等;《机床与液压》;20080531;第36卷(第5期);第58-64页 *

Also Published As

Publication number Publication date
CN103233946A (en) 2013-08-07

Similar Documents

Publication Publication Date Title
CN103233946B (en) A kind of Pneumatic Position Servo System backstepping control method
Taleb et al. Pneumatic actuator control: Solution based on adaptive twisting and experimentation
CN110515302B (en) Reverse step self-adaptive neural network control method for hydraulic position servo system
Rahmat et al. Modeling and controller design of an industrial hydraulic actuator system in the presence of friction and internal leakage
CN111290276A (en) Fractional order integral sliding mode control method for neural network of hydraulic position servo system
CN106194903B (en) A kind of fractional order sliding mode variable structure control method of Pneumatic Position Servo System
Maneetham et al. Modeling, simulation and control of high speed nonlinear hydraulic servo system
Falcão Carneiro et al. Pneumatic servo valve models based on artificial neural networks
Meng et al. Adaptive robust output force tracking control of pneumatic cylinder while maximizing/minimizing its stiffness
Najafi et al. Dynamic modelling of servo pneumatic actuators with cushioning
Taheri et al. Design of robust nonlinear force and stiffness controller for pneumatic actuators
CN112965387B (en) Pneumatic servo system adaptive neural network control method considering state limitation
Turkseven et al. Observer based impedance control of a pneumatic system with long transmission lines
Ayalew et al. Partial feedback linearising force-tracking control: implementation and testing in electrohydraulic actuation
Ramírez Modeling and tracking control of a pneumatic servo positioning system
Negrete et al. Multi-leak reconstruction in pipelines by sliding mode observers
CN105573125B (en) A kind of pneumatic system position self-adaptation control method unknown for control direction
Van der Merwe et al. Parameter identification and evaluation of a proportional directional flow control valve model
Kosari et al. Friction compensation in a pneumatic actuator using recursive least square algorithm
Tang et al. Modeling and identification for pneumatic control valves with stiction
Qian et al. Compound sliding mode motion trajectory tracking control of an electro-pneumatic clutch actuator while maximizing its stiffness
Girin et al. High gain and sliding mode observers for the control of an electropneumatic actuator
Wos et al. Nonlinear modeling and parameter identification for electro-hydraulic servo system
Liu et al. Adaptive Identification and Application of Flow Mapping for Electrohydraulic Valves
He et al. Quantification of valve stiction based on a semi-physical model

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
C41 Transfer of patent application or patent right or utility model
TR01 Transfer of patent right

Effective date of registration: 20161019

Address after: 710100, Xi'an, Shaanxi Aerospace base Shenzhou four road sailing International Plaza C-210

Patentee after: XI'AN BITELIANCHUANG MICROWAVE TECHNOLOGY CO.,LTD.

Address before: 710048 Shaanxi city of Xi'an Province Jinhua Road No. 5

Patentee before: Xi'an University of Technology

CP03 Change of name, title or address
CP03 Change of name, title or address

Address after: 710000, Room L104, 1st Floor, R&D Building, China Putian Xi'an Industrial Park, Aerospace South Road, National Civil Aerospace Industry Base, Xi'an City, Shaanxi Province

Patentee after: Xi'an Bit Lianchuang Technology Co.,Ltd.

Address before: 710100 Aerospace Base, Xi'an City, Shaanxi Province Shenzhou Fourth Road, Aviation Innovation International Plaza C-210

Patentee before: XI'AN BITELIANCHUANG MICROWAVE TECHNOLOGY CO.,LTD.