CN108628165A - Rotary inertia time-varying spacecraft is against optimal Adaptive Attitude Tracking control method - Google Patents

Rotary inertia time-varying spacecraft is against optimal Adaptive Attitude Tracking control method Download PDF

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CN108628165A
CN108628165A CN201810429961.2A CN201810429961A CN108628165A CN 108628165 A CN108628165 A CN 108628165A CN 201810429961 A CN201810429961 A CN 201810429961A CN 108628165 A CN108628165 A CN 108628165A
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formula
attitude
spacecraft
varying
matrix
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CN108628165B (en
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杨雅君
杨雪榕
潘升东
辛朝军
张学阳
殷志勇
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Peoples Liberation Army Strategic Support Force Aerospace Engineering University
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Peoples Liberation Army Strategic Support Force Aerospace Engineering University
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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B13/00Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion
    • G05B13/02Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric
    • G05B13/04Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators
    • G05B13/042Adaptive control systems, i.e. systems automatically adjusting themselves to have a performance which is optimum according to some preassigned criterion electric involving the use of models or simulators in which a parameter or coefficient is automatically adjusted to optimise the performance
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B64AIRCRAFT; AVIATION; COSMONAUTICS
    • B64GCOSMONAUTICS; VEHICLES OR EQUIPMENT THEREFOR
    • B64G1/00Cosmonautic vehicles
    • B64G1/22Parts of, or equipment specially adapted for fitting in or to, cosmonautic vehicles
    • B64G1/24Guiding or controlling apparatus, e.g. for attitude control
    • B64G1/244Spacecraft control systems

Abstract

The invention discloses a kind of rotary inertia time-varying spacecrafts against optimal Adaptive Attitude Tracking control method, includes the following steps:Step S100:Input instruction posture;Step S200:Attitude error amount between computations posture and practical posture;Step S300:Linear regression matrix F is calculated according to attitude error amount1、F2、F3、G1、G2And G3;Step S400:According to the linear regression matrix F1、F2、F3、G1、G2And G3The estimated value of unknown parameter vector ξ, θ, η are calculated in real timeAccording to the estimated valueThe inverse adaptive control optimization of design is restrained;Controlled spacecraft is controlled against adaptive control optimization rule using this.This method control Space Vehicle System can and consecutive variations unknown in rotary inertia under conditions of, high precision tracking instructs posture, compared to traditional Adaptive Attitude control method, with wider array of adaptability, vulnerability to jamming and strong robustness, effective scheme is provided for the Project Realization of Attitude tracking control.

Description

Rotary inertia time-varying spacecraft is against optimal Adaptive Attitude Tracking control method
Technical field
The present invention relates to a kind of rotary inertia time-varying spacecrafts against optimal Adaptive Attitude Tracking control method, belongs to automatic Control technology field.
Background technology
Spacecraft in orbit when, in order to complete its undertaken task, it is necessary to ensure that its ontology is in space with respect to some Reference frame has desired direction.Spacecraft Attitude Control is exactly the skill for controlling the ontology of spacecraft and being directed toward in space Art, including two aspects of attitude maneuver and Attitude Tracking.Attitude maneuver is that spacecraft attitude is adjusted to scheduled instruction posture Direction, spacecraft attitude is kept constant in space after Spacecraft Attitude Control stabilization.And Attitude Tracking then requires spacecraft The instruction posture of variation is continuously tracked in posture, and the attitude motion track of spacecraft is protected with instruction attitude motion track after control is stablized It holds consistent.Many space tasks are required for spacecraft to have remote sensing satellite in Attitude Tracking ability, such as earth observation task Camera needs to be directed at ground, and the infrared detector needs of early warning satellite will be directed at guided missile on the move in missile warning task.
The Attitude Tracking movement of spacecraft has the characteristics that non-linear, interference is complicated, uncertain, therefore, Attitude Tracking control System has become the difficult point of Spacecraft Control.The existing research for spacecraft attitude tracing control is all based on greatly rigid model, i.e., Assuming that spacecraft is integrally rigid, when not considering in orbit spacecraft rotary inertia can because the consumption or transfer of fuel, The former resulting non-rigid change such as solar energy sailboard expansion, robotic arm manipulation.Self-adaptation control method is to controlled device Parameter Perturbation has robustness, and a kind of effective means is provided for spacecraft attitude tracing control.But traditional adaptive appearance The perturbation of the rotary inertia of spacecraft is only thought of as unknown constant by state tracking and controlling method, and without inhibiting external disturbance to boat The influence of its device posture.Existing Adaptive Attitude Tracking control method is only capable of making that relatively simple for structure, external disturbance torque is smaller The effective trace command posture of spacecraft, can not be suitable for rotary inertia consecutive variations the case where, limit self adaptive control side Method is in large complicated spaceborne application.
Invention content
A kind of parameter time varying spacecraft is provided according to an aspect of the present invention against optimal Adaptive Attitude Tracking controlling party Method.This method is on the basis of self-adaptation control method, for Large Spacecraft rotary inertia consecutive variations and by external disturbance Notable problem will be done in conjunction with the inverse adaptive control optimization scheme of nonlinear dampling Technology design by adjusting control parameter Influence of the torque to Attitude Tracking precision is disturbed to be impaired in arbitrarily small range.
Include the following steps:
Step S100:Input instruction posture (Rdd);
Step S200:Calculate the attitude error amount between described instruction posture and practical posture;
Step S300:Construct linear regression matrix F1、F2、F3、G1、G2And G3, and institute is calculated according to the attitude error amount State linear regression matrix F1、F2、F3、G1、G2And G3
Step S400:According to the linear regression matrix F1、F2、F3、G1、G2And G3, real-time calculating unknown parameter vector ξ, The estimated value of θ, ηAccording to the estimated valueThe inverse adaptive control optimization of design is restrained;
Step S500:Attitude tracking control amount is calculated according to the inverse adaptive control optimization rule, by the Attitude Tracking Controlled quentity controlled variable inputs spacecraft to be controlled, and the attitude error angle of the practical posture for judging the spacecraft to be controlled and desired posture is No satisfaction control requires, and the practical posture of controlled spacecraft is measured if being unsatisfactory for and is returned in the step S200;
Step S600:Step S200~S500 is repeated until the practical posture of the spacecraft to be controlled meets the control It is required that.
Preferably, instruction posture is the instruction posture that generalized coordinates indicates.
Optionally, attitude error amount includes:Direction of error cosine matrixWith error angular velocity vectorFormula is pressed respectively (1)~(2) are calculated:
Wherein, RbFor the actual direction cosine matrix of 3 × 3 ranks, ωbFor actual angular speed vector, subscript T indicate vector or The transposition of matrix.
Optionally, linear regression matrix F is calculated according to the attitude error amount1、F2、F3、G1、G2And G3The step of, including Following steps:
Step S310:Attitude error vector S is calculated by formula (3):
Wherein, a1、a2、a3For mutually different positive real number, e1、e2、e3Respectively e1=[1,0,0]T、e2=[0,1,0]T、 e3=[0,0,1]T
Step S320:Attitude error Matrix C is calculated by formula (4):
Wherein, matrix I is unit matrix, i.e.,
Step S330:Auxiliary variable z is calculated by formula (5):
Wherein, K1For 3 × 3 rank positive definite symmetric matrices;
Step S340:According to the attitude error amountThe attitude error vector S, the attitude error square Battle array C, the auxiliary variable z and spacecraft attitude motion mathematical model, establish the rotary inertia time-varying spacecraft attitude with The mathematical model of track movement calculates regression matrix according to the mathematical model of the rotary inertia time-varying spacecraft attitude pursuit movement F1、F2、F3、G1、G2And G3
Preferably, the mathematical model step for establishing the rotary inertia time-varying spacecraft attitude pursuit movement, including Following steps:
Step S341:Define the coordinate system and kinematic parameter of the spacecraft attitude pursuit movement:
Step S342:According to the coordinate system and kinematic parameter of the spacecraft attitude pursuit movement, obtain shown in formula (6) The spacecraft attitude motion mathematical model:
In formula,Indicate RbFirst differential,Indicate ωbFirst differential, u=[u1,u2,u3]TTo act on space flight Control moment vector on device, u1、u2、u3Respectively OCXbAxis, OCYbAxis, OCZbThe control moment of axis direction, d=[d1,d2,d3 ]TTo act on the spaceborne disturbance torque vector, d1、d2、d3Respectively OCXbAxis, OCYbAxis, OCZbAxis direction is done Torque is disturbed,
J (t)=J0-J1Ψ (t) is the moment of inertia matrix changed over time,Indicate the single order of J (t) Differential,
Wherein, J0The rigidity parameters not changed over time in rotary inertia, J are indicated as shown in formula (8)1Such as formula (9) institute Show the coefficient matrix for the nonrigid portions for indicating to be changed over time in rotary inertia,
Ψ (t) in J (t) is the known time-varying function matrix of rotary inertia nonrigid portions, is 3 × 3 rank square formations, For the first differential of Ψ (t),It indicates to add time-varying parameter matrix caused by rotary inertia variation as shown in formula (10), is 3 × 3 rank square formations:
h0It indicates to add the constant coefficient diagonal matrix in time-varying parameter matrix as shown in formula (11),
Γ (t) is the known 3 dimension time-varying function vector in additional time-varying parameter matrix;
Step S343:According to the attitude error amount, the attitude error vector S, the attitude error Matrix C, described The attitude motion mathematical model of auxiliary variable z and the spacecraft obtains the rotary inertia time-varying boat as shown in formula (14) The mathematical model of its device Attitude Tracking movement:
In formula,For instruction angular speed vector ωdFirst differential.
Preferably, the regression matrix F1And G1Computational methods be:The rotary inertia time-varying spacecraft attitude is enabled to track J in the mathematical model of movement1=h0=03×3, obtain formula (18):
In formula,
If ξ=[J0(1,1),J0(1,2),J0(1,3),J0(2,2),J0(2,3),J0(3,3)]T, F is calculated by formula (19)1
G is calculated by formula (20)1
In formula, operatorPartial derivative of the bracket [] inner function about vectorial ξ is sought in expression.
Preferably, the regression matrix F2And G2Computational methods be:
Enable the J in the mathematical model of the rotary inertia time-varying spacecraft attitude pursuit movement0=h0=03×3
If θ=[J1(1,1),J1(1,2),J1(1,3),J1(2,2),J1(2,3),J1(3,3)]T, F is calculated by formula (22)2
G is calculated by formula (23)2
In formula, operatorPartial derivative of the bracket [] inner function about vectorial θ is sought in expression.
Optionally, the regression matrix F3And G3Computational methods be:
Enable the J in the mathematical model of the rotary inertia time-varying spacecraft attitude pursuit movement0=J1=03×3
If η=[h01,h02,h03]T, F is calculated by formula (25)3
G is calculated by formula (26)3
In formula, operatorPartial derivative of the bracket { } inner function about vectorial θ is sought in expression.
Preferably, the step S400 includes the following steps:
Step S410:The estimated value is calculated by formula (27)
In formula, γ1、γ2、γ3For the positive number more than zero, function Proj () is projection function, if p is 3 dimensions or 6 dimensions Vector, ΞiBe also 3 dimension or 6 dimensional vectors, the then definition of Proj () be:
In formula, εii> 0 is positive real number;
Step S420:According to the estimated valueDesign obtains inverse adaptive control optimization and restrains:
In formula, ueFor nonlinear dampling controlled quentity controlled variable, u is calculated by formula (30)e
In formula, K is 3 × 3 rank positive definite symmetric matrices, K-1For the inverse matrix of K;β is the positive number more than 2;
Ψ is calculated by formula (31)1
Ψ is calculated by formula (32)2
In formula,γ is positive number, KpFor positive number;
According toThe method of calculating is:
According toIt calculates,It is calculated by formula (34):
According toIt calculates,It is calculated by formula (35):
Preferably, the known time-varying function Ψ (t) of rotary inertia nonrigid portions is calculated by formula (12):
Ψ (t)=ρT(t)ρ(t)I-ρ(t)ρT(t) (12)
Wherein, ρ (t) is 3 dimension time-varying function vectors.ρ (t) herein is the parameter that designer is determined by related experiment.
Preferably, the known 3 dimension time-varying function vector Γ (t) added in time-varying parameter matrix is calculated by formula (13):
Wherein,For the first differential of 3 dimension time-varying function vector ρ (t).
Beneficial effects of the present invention include but not limited to:
(1) rotary inertia time-varying spacecraft provided by the present invention is against optimal Adaptive Attitude Tracking control method, directly Non-rigid kinetic model design based on spacecraft attitude pursuit movement, it is contemplated that every non-linear factor and rotary inertia Consecutive variations act on, and overcome the limitation that rigid model is only suitable for small-sized simple spacecraft.
(2) rotary inertia time-varying spacecraft provided by the present invention is against optimal Adaptive Attitude Tracking control method, in conjunction with The inverse adaptive control optimization scheme of nonlinear dampling Technology design can will inhibit disturbance torque pair by adjusting control parameter The influence of Attitude Tracking precision.
(3) rotary inertia time-varying spacecraft provided by the present invention is against optimal Adaptive Attitude Tracking control method, directly Using spin matrix as gesture feedback, continuous control moment can be integrated out, while avoiding posture appearance during control Unstable unwinding phenomenon.
(4) rotary inertia time-varying spacecraft provided by the present invention, will be certainly against optimal Adaptive Attitude Tracking control method Adaptive control method is combined with nonlinear dampling method, has been played respective advantage and has been compensated for mutual deficiency:It is adaptive It answers control method that cannot compensate the problem of not modeling external disturbance to be made up by the natural robustness that nonlinear dampling controls, rather than Model parameter needed for linear damping control method, then realize On-line Estimation by adaptive approach.
(5) rotary inertia time-varying spacecraft provided by the present invention overcomes against optimal Adaptive Attitude Tracking control method Practical Space Vehicle System in orbit during the problem of rotary inertia is unknown and consecutive variations, have wider array of adaptability, Vulnerability to jamming and strong robustness, the Project Realization for spacecraft attitude tracing control provide effective scheme.
Description of the drawings
Fig. 1 is rotary inertia time-varying spacecraft provided by the invention against optimal Adaptive Attitude Tracking control method step stream Journey schematic diagram;
Fig. 2 is that rotary inertia time-varying spacecraft provided by the invention shows against optimal Adaptive Attitude Tracking Control system architecture It is intended to;
Fig. 3 is that space vehicle coordinates system provided by the invention and kinematic parameter define schematic diagram;
Fig. 4 be in the preferred embodiment of the present invention smooth projection adaptive law to the rigidity that is not changed over time in rotary inertia The estimated result schematic diagram of parameter;
Fig. 5 is that smooth projection adaptive law is non-rigid to what is changed over time in rotary inertia in the preferred embodiment of the present invention The estimated result schematic diagram of part coefficient;
Fig. 6 is that smooth projection adaptive law estimates constant coefficient in additional time-varying parameter matrix in the preferred embodiment of the present invention Count result schematic diagram;
Fig. 7 is spacecraft Attitude Tracking angle error control result schematic diagram in the preferred embodiment of the present invention;
Fig. 8 is spacecraft Attitude tracking control angular speed error result schematic diagram in the preferred embodiment of the present invention;
Marginal data:
ωdFor instruction angular speed vector;
RdFor command direction cosine matrix;
Rd(0) it is initial time command direction cosine matrix;
ωbFor actual angular speed vector;
RbFor actual direction cosine matrix;
For error angular velocity vector;
For direction of error cosine matrix;
S is attitude error vector;
C is attitude error matrix;
Z is auxiliary variable;
K1Parameter in order to control
F1、F2、F3、G1、G2And G3For six linear regression matrixes;
For the rigidity ginseng not changed over time in rotary inertia Number vector;
For the nonrigid portions changed over time in rotary inertia Coefficient vector;
To add the constant coefficient vector in time-varying parameter matrix;
U is to act on spaceborne control moment vector;
OeXeYeZeTo refer to inertial coodinate system;
OCXbYbZbFor body coordinate system;
ωbx、ωby、ωbzRespectively around OCXbAxis, OCYbAxis, OCZbAxis direction angular speed;
Φ (t) is attitude error angle, and computational methods are
For error angular speedNorm.
Specific implementation mode
In order to make the purpose of the present invention, technical solution and advantageous effect be more clearly understood, below in conjunction with the accompanying drawings and implement Example, the present invention will be described in further detail.It should be noted that specific embodiment described herein is only explaining this hair It is bright, it is not intended to limit the present invention.
Referring to Fig. 1, rotary inertia time-varying spacecraft provided by the invention is wrapped against optimal Adaptive Attitude Tracking control method Include following steps:
Step S100:Input instruction posture (Rdd);
Preferably, described instruction posture is the instruction posture that generalized coordinates indicates.Instruction posture herein is generalized coordinates Instruction posture (Rdd), wherein:RdFor 3 × 3 rank command direction cosine matrixs;ωdFor instruction angular speed vector.
Step S200:Calculate the attitude error amount between described instruction posture and practical posture;
Practical posture herein refers to the real-time appearance made by controlled spacecraft after the instruction gesture stability for receiving input State.Instruction posture refers to that user it is expected posture residing for controlled spacecraft.
Preferably, the attitude error amount between instruction posture and practical posture includes:Direction of error cosine matrixWith Error angular velocity vectorIt is calculated by formula (1)~(2):
Wherein, RbFor the actual direction cosine matrix of 3 × 3 ranks, ωbFor actual angular speed vector, subscript T indicate vector or The transposition of matrix.
Step S300:It constructs and linear regression matrix F is calculated according to the attitude error amount1、F2、F3、G1、G2And G3
Preferably, described that linear regression matrix F is calculated according to the attitude error amount1、F2、F3、G1、G2And G3Step, packet Include following steps:
Step S310:Attitude error vector S is calculated by formula (3):
Wherein, a1、a2、a3For mutually different positive real number, such as a in a particular embodiment1=1, a2=2, a3=3;e1、 e2、e3Respectively indicate 3 × 3 unit matrix I the 1st, 2,3 column vectors, i.e. e1=[1,0,0]T、e2=[0,1,0]T、e3=[0,0, 1]T
Step S320:Attitude error Matrix C is calculated by formula (4):
Wherein, matrix I is unit matrix, i.e.,
Step S330:Auxiliary variable z is calculated by formula (5):
Wherein, K1For 3 × 3 rank positive definite symmetric matrices.
Step S340:According to the attitude error amount, the attitude error vector S, the attitude error Matrix C, described The attitude motion mathematical model of auxiliary variable z and spacecraft establish the rotary inertia time-varying spacecraft attitude pursuit movement Mathematical model calculates regression matrix F according to the mathematical model of the rotary inertia time-varying spacecraft attitude pursuit movement1、F2、F3、 G1、G2And G3
Preferably, the mathematical model namely rotary inertia time-varying of rotary inertia time-varying spacecraft attitude pursuit movement are established The mathematical model of spacecraft attitude pursuit movement, includes the following steps:
Step S341:Define the coordinate system and kinematic parameter of the spacecraft attitude pursuit movement:
For ease of description, the coordinate system and kinematic parameter of spacecraft attitude pursuit movement are defined as follows.As shown in figure 3, adopting With with reference to inertial coodinate system OeXeYeZeWith body coordinate system OCXbYbZbThe attitude motion of spacecraft is described, with reference to inertia Coordinate system OeXeYeZeChoose GB/T 32296-2015《Aerospace craft Common Coordinate》In it is common refer to inertial coodinate system. OCFor the mass centre of controlled spacecraft.
Kinematic parameter is defined as:
The practical posture of spacecraftElement rbijFor OCXbYbZbSystem and OeXeYeZeIt is corresponding basal orientation Direction cosines between amount;
Spacecraft actual angular speed ωb=[ωbxbybz]T, ωbx、ωby、ωbzRotating around for OCXbAxis, OCYbAxis, OCZbAxis direction angular speed;
Note attitude motion generalized coordinates is (Rbb)。
Step S342:According to the coordinate system and kinematic parameter of the spacecraft attitude pursuit movement, obtain shown in formula (6) The attitude motion mathematical model of the spacecraft:
In formula,Indicate RbFirst differential;Indicate ωbFirst differential;U=[u1,u2,u3]TTo act on space flight Control moment vector on device, u1、u2、u3Respectively OCXbAxis, OCYbAxis, OCZbThe control moment of axis direction;D=[d1,d2,d3 ]TTo act on spaceborne disturbance torque vector, d1、d2、d3Respectively OCXbAxis, OCYbAxis, OCZbThe perturbed force of axis direction Square;
J (t)=J0-J1Ψ (t) is the moment of inertia matrix changed over time;Indicate the single order of J (t) Differential;
Wherein, J0Indicate the rigidity parameters not changed over time in rotary inertia, as shown in formula (8), J1Indicate that rotation is used The coefficient matrix of the nonrigid portions changed over time in amount, as shown in formula (9),
Ψ (t) in J (t) is the known time-varying function matrix of rotary inertia nonrigid portions, is 3 × 3 rank square formations; For the first differential of Ψ (t);
It indicates shown in additional time-varying parameter matrix such as formula (10) caused by rotary inertia variation, is 3 × 3 rank sides Battle array;The multiplication cross matrix of 3 dimensional vector of subscript × expression in formula (10).
h0It indicates to add the constant coefficient diagonal matrix in time-varying parameter matrix, as shown in formula (11);Γ (t) is additional time-varying Known 3 dimension time-varying function vector in parameter matrix.
Preferably, the known time-varying function Ψ (t) of rotary inertia nonrigid portions is calculated by formula (12):
Ψ (t)=ρT(t)ρ(t)I-ρ(t)ρT(t) (12)
Wherein, ρ (t) is 3 dimension time-varying function vectors.
Preferably, the known 3 dimension time-varying function vector Γ (t) in above-mentioned additional time-varying parameter matrix is based on formula (13) It calculates:
Wherein,For the first differential of 3 dimension time-varying function vector ρ (t).
By formula (1) to formula (6), the number of the parameter time varying spacecraft attitude pursuit movement as shown in formula (14) can be obtained Learn model:
In formula,For instruction angular speed vector ωdFirst differential.
Formula (14) is the mathematical model of rotary inertia time-varying spacecraft attitude pursuit movement, described with formula (14) Mathematical model is controlled device, using inverse adaptive control optimization method design control moment u so that auxiliary variable z is converged to 0.According to the mathematical model of parameter time varying spacecraft attitude pursuit movement regression matrix F is calculated by existing method1、F2、F3、G1、G2 And G3.
It will be proven below:When auxiliary variable z converges to 0, direction of error cosine matrixWith error angular velocity vectorRespectively Converge to unit matrix I and null vector 03×1
Define the Lyapunov functions as shown in (15):
In formula, A=diag (a1,a2,a3)。
To formula (15) differential and using formula (5), can obtain:
In formula, λmin(K1) indicate positive definite symmetric matrices K1Minimal eigenvalue.
Formula (16) illustrates when auxiliary variable z converges to 0, error angular velocity vectorIt is equal with attitude error vector S Converge to null vector 03×1,
According to formula (5) it is found that working as S=03×1When, direction of error cosine matrixPossible there are four values, such as formula (17) It is shown:
Using the linearization technique in non-Euclidean space it can easily be proven that:It is unique stable equilibrium point,Remaining 3 values are unstable saddle point.So far, i.e., error direction cosine matrix when card auxiliary variable z converges to 0Converge to unit square Battle array I.Illustrate that the practical posture of controlled spacecraft can converge to instruction posture.
Preferably, regression matrix F1And G1Computational methods be:
Enable J1=h0=03×3, herein 03×3Indicate 3 × 3 rank null matrix.By J1=h0=03×3It substitutes into shown in formula (14) The mathematical model of parameter time varying spacecraft attitude pursuit movement can obtain formula (18):
In formula,
If ξ=[J0(1,1),J0(1,2),J0(1,3),J0(2,2),J0(2,3),J0(3,3)]T, F is calculated by formula (19)1
G is calculated by formula (20)1
In formula, operatorPartial derivative of the bracket [] inner function about vectorial ξ is sought in expression;Obviously, F1And G1It is 3 × 6 Rank matrix.
Preferably, regression matrix F2And G2Computational methods be:
Enable J0=h0=03×3, by J0=h0=03×3Substitute into formula (14) described parameter time varying spacecraft attitude pursuit movement Mathematical model in can obtain:
If θ=[J1(1,1),J1(1,2),J1(1,3),J1(2,2),J1(2,3),J1(3,3)]T, F is calculated by formula (22)2
G is calculated by formula (23)2
In formula, operatorPartial derivative of the bracket [] inner function about vectorial θ is sought in expression.Obviously, F2And G2It is 3 × 6 rank matrixes.
Preferably, regression matrix F3And G3Computational methods be:
Enable J0=J1=03×3, by J0=J1=03×3Substitute into the parameter time varying spacecraft attitude tracking shown in formula (14) It can be obtained in the mathematical model of movement:
If η=[h01,h02,h03]T, F is calculated by formula (25)3
G is calculated by formula (26)3
In formula, operatorPartial derivative of the bracket { } inner function about vectorial θ is sought in expression;Obviously, F3And G3It is 3 × 3 Rank matrix.
Step S400:Design smooth projection adaptive law:According to the linear regression matrix F1、F2、F3、G1、G2And G3, real When calculate the estimated value of unknown parameter vector ξ, θ, ηAccording to the estimated valueDesign it is inverse it is optimal from Suitable solution is restrained.
Preferably, the step S400 includes the following steps:
Step S410:The estimated value is calculated by formula (27)
In formula, γ1、γ2、γ3For the positive number more than zero;In formula (27)Respectively Single order it is micro- Point,RespectivelyInitial value for integral;Function Proj () is projection function, if p is 3 dimensions or 6 dimensional vectors, ΞiBe also 3 dimension or 6 dimensional vectors, the then definition of Proj () be:
In formula, εii> 0 is positive real number, is determined by the prior information of vectorial p.
Step S420:According to the estimated valueDesign obtains inverse adaptive control optimization and restrains:
In formula,For the estimated value of unknown vector ξ, θ, η, calculated according to formula (27);
ueFor nonlinear dampling controlled quentity controlled variable, u is calculated by formula (30)e
In formula, K is 3 × 3 rank positive definite symmetric matrices, K-1For the inverse matrix of K;β is the positive number more than 2;
Ψ is calculated by formula (31)1
Ψ is calculated by formula (32)2
In formula,γ is positive number;KpFor positive number.
According toThe method of calculating is
According toIt calculates,It is calculated by formula (34):
According toIt calculates,It is calculated by formula (35):
Step S500:Attitude tracking control amount is calculated according to the inverse adaptive control optimization rule, by the Attitude Tracking Controlled quentity controlled variable inputs spacecraft to be controlled, judges whether the attitude error angle of practical posture and desired posture meets control requirement, such as Fruit is unsatisfactory for, and measures in the practical posture of controlled spacecraft and return to step S200;
Step S600:Step S200~S500 is repeated until the practical posture satisfaction control of the spacecraft to be controlled is wanted It asks.
As shown in Fig. 2, inverse optimal Adaptive Attitude Tracking Control system architecture block diagram provided by the invention, first according to finger Enable posture (Rdd) and practical posture (R, ω) calculating attitude error amountThen according to attitude error amountIt calculates Error vector S, error matrix C and auxiliary variable z;Nonlinear dampling method design inverse optimal control rule is used later;In order to Solve rotary inertia uncertain problem, according to z,ωdConstruct 6 linear regression matrix Fs1、F2、F3、G1、G2And G3, into And smooth projection adaptive law is constructed, the time-varying rotary inertia parameter of On-line Estimation spacecraftIt is inverse optimal to obtain Adaptive Attitude Tracking control law.
By this method control Space Vehicle System can in rotary inertia under conditions of unknown and consecutive variations, in high precision with Track instructs posture, compared to traditional Adaptive Attitude control method, has more fully adaptability, vulnerability to jamming and strong robust Property, be conducive to Attitude tracking control and realized in engineering field.
Rotary inertia parameter time varying spacecraft provided by the invention against optimal Adaptive Attitude Tracking control method, first by Then given instruction posture and practical Attitude Calculation attitude error amount are become by calculating error vector, error matrix and auxiliary Amount designs inverse optimum attitude tracing control rule using nonlinear dampling method, and uses smooth projection adaptive law real-time estimation The time-varying rotary inertia of spacecraft.In practical application, what the practical posture of spacecraft was made of star sensor and angular rate gyroscope Navigation system measurement obtains, and the controlled quentity controlled variable being calculated by this method is transmitted to the execution machine such as control-moment gyro or momentum Structure, you can realize Attitude tracking control function.
There is preferable control stability in order to better illustrate control method provided by the invention, that is, illustrate in gained control Under the action of system rule, auxiliary variable z can level off to zero, and the stability analysis of control method is as follows:
It is defined as follows Lyapunov functions
In formula,Indicate the evaluated error of unknown parameter;KpFor positive number.
To formula (36) differential, can obtain:
Using Attitude Tracking modular form (14), control law formula (29) and adaptive law formula (27), letter is carried out to formula (37) Change, can obtain:
In formula,
According to Young inequalityAndFormula (37) can be rewritten as
Therefore, positive number c is certainly existed1And c2So that
Formula (39) proves under control law (29) effect that spacecraft attitude closed-loop tracking system is that input-output is stablized , and control parameter γ is smaller, and influence of the external disturbance to Attitude Tracking error is smaller.
Method provided by the invention is described in detail below in conjunction with specific example.It is derived from control according to the following steps Rule, to the spacecraft of parameter as listed in table 1, using gained control law, and by listed control parameter in table 2 to the controlled spacecraft It is controlled, gained control result is referring to Fig. 4~8.
Step S100:Instruction posture (the R that given generalized coordinates indicatesdd)
Giving instruction attitude angular velocity vector is:
ωd(t)=[0.3, -0.1,0.2]TRad/s,
Command direction cosine matrix is consecutive variations value, and computational methods are:
For RdFirst differential, initial time command direction cosine matrix be Rd(0)=I.
Step S200:Calculate attitude error amount
Direction of error cosine matrix between computations posture and practical posture:
Error angular velocity vector between computations posture and practical posture:
Wherein, RbFor actual direction cosine matrix;ωbIt is consecutive variations value for actual angular speed vector.
The actual direction cosine matrix of initial time is:
Wherein, ε=0.01rad,
The actual angular speed vector of initial time is:
ωb(0)=[0,0,0]Trad/s
Step S300:Construct linear regression matrix F1、F2、F3、G1、G2And G3
Step S310:Calculate attitude error vector S
In the present embodiment, a1=1, a2=2, a3=3;e1=[1,0,0]T、e2=[0,1,0]T、e3=[0,0,1]T
Step S320:Calculate attitude error Matrix C
Step S330:Calculate auxiliary variable z;
In the present embodiment, K1=diag (0.1,0.1,0.1).
Step S340:Calculate regression matrix F1、F2、F3、G1、G2And G3
Step S341:Establish the mathematical model of rotary inertia time-varying spacecraft attitude pursuit movement
The mathematical model of attitude motion of spacecraft is described as follows:
In formula, RbIndicate spacecraft actual direction cosine matrix, ωbIndicate spacecraft actual angular speed,Indicate RbOne Rank differential;Indicate ωbFirst differential;U is to act on spaceborne control moment vector;D is to act on spacecraft Disturbance torque vector;J (t)=J0-J1Ψ (t) is the moment of inertia matrix changed over time;Indicate J (t) First differential;Ψ (t) is the known time-varying function matrix of rotary inertia nonrigid portions;For the first differential of Ψ (t);Indicate additional time-varying parameter matrix caused by rotary inertia variation;Γ (t) is in additional time-varying parameter matrix It is known 3 dimension time-varying function vector;
The rigidity parameters value not changed over time in rotary inertia is
In the present embodiment,
ξ=[J0(1,1),J0(1,2),J0(1,3),J0(2,2),J0(2,3),J0(3,3)]T=[20,1.2,0.9,17,1.4,15]T kg* m2
The coefficient matrix of the nonrigid portions changed over time in rotary inertia is
In the present embodiment, θ=[J1(1,1),J1(1,2),J1(1,3),J1(2,2),J1(2,3),J1(3,3)]T=[2,0,0,2,0,2]Tkg*m2
Constant coefficient diagonal matrix in additional time-varying parameter matrix is
In the present embodiment, η=[h01,h02,h03]T=[5,4,3]Tkg*m2/s;
In the present embodiment, the known time-varying function Ψ (t) of rotary inertia nonrigid portions is
In the present embodiment, the time-varying function vector Γ (t) in additional time-varying parameter matrix is
Γ (t)=[sin (0.1t), sin (0.2t), sin (0.3t)]T
Composite type (40) can be obtained to formula (45)
In formula,For instruction angular speed vector ωdFirst differential.
Formula (46) is the mathematical model of rotary inertia time-varying spacecraft attitude pursuit movement, with number described in formula (46) Model is controlled device, using inverse adaptive control optimization method design control moment u so that auxiliary variable z converges to 0.
Step S342:Calculate regression matrix F1And G1
Wherein, matrix functionBy vector x=[x1,x2,x3]T3 × 6 rank matrixes are mapped to, i.e.,
Step S343:Calculate regression matrix F2And G2
Step S344:Calculate regression matrix F3And G3
Step S400:Design smooth projection adaptive law
In the present embodiment, γ1=100, γ2=100, γ3=100;Function Proj () is projection function
In the present embodiment, ε1=918.21, ε2=12, ε3=50, δi=10-3, i=1,2,3
Step S500:The inverse adaptive control optimization of design is restrained:
In formula,For the estimated value of unknown vector ξ, θ, η, calculated according to formula (47);ueFor nonlinear dampling control Amount processed, computational methods are
In the present embodiment, K=K-1=I;β=2;Ψ1And Ψ2Respectively
In the present embodiment, γ=1 or γ=0.4;Kp=1;
In the present embodiment, spacecraft parameter is shown in Table 1, and control parameter and auto-adaptive parameter are shown in Table 2
1 spacecraft parameter of table
Parameter Numerical value Parameter Numerical value Parameter Numerical value
J0(1,1) 20.0kg*m2 J0(3,3) 15.0kg*m2 J1(2,3) 0.0kg*m2
J0(1,2) 1.2kg*m2 J1(1,1) 2.0kg*m2 J1(3,3) 2.0kg*m2
J0(1,3) 0.9kg*m2 J1(1,2) 0.0kg*m2 h01 5.0kg*m2/s
J0(2,2) 17.0kg*m2 J1(1,3) 0.0kg*m2 h02 4.0kg*m2/s
J0(2,3) 1.4kg*m2 J1(2,2) 2.0kg*m2 h03 3.0kg*m2/s
2 control parameter of table and auto-adaptive parameter
Parameter Numerical value Parameter Numerical value Parameter Numerical value
K1 0.1·I ε2 12.00 K I
γ1 100.00 ε3 50.00 β 2.00
γ2 100.00 δ1 10-3 γ 1.00 or 0.40
γ3 100.00 δ2 10-3 Kp 1.00
ε1 918.21 δ3 10-3
Spacecraft attitude tracking result in the present embodiment is as shown in Fig. 4-Fig. 8.
Fig. 4 gives in the present embodiment gained adaptive law to spacecraft parameter J0(1,1)、J0(1,2)、J0(1,3)、J0(2,2)、 J0(2,3)、J0(3,3)Real-time estimation as a result, Fig. 5 gives in the present embodiment gained adaptive law to spacecraft parameter J1(1,1)、 J1(1,2)、J1(1,3)、J1(2,2)、J1(2,3)、J1(3,3)Real-time estimation as a result, Fig. 6 gives in the present embodiment gained adaptive law pair Spacecraft parameter h01、h02、h03Real-time estimation result.It can be seen that each estimates of parameters converges to constant by Fig. 4-Fig. 6, Show that the adaptive law that method provided by the invention obtains is convergent.
When Fig. 7 gives γ=1 and γ=0.4, the control result of tracking angle error can be obtained by Fig. 7:The initial appearance of spacecraft State angle error converges to stable state since 180 ° after 150s, and as γ=1, attitude error stable state accuracy is at 1 °~10 ° Between magnitude, as γ=0.4, attitude error stable state accuracy reaches between 0.1 °~1 ° magnitude.
When Fig. 8 gives γ=1 and γ=0.4, the control result of tracking angular rate error can be obtained by Fig. 8:At the beginning of spacecraft Beginning attitude error converges to stable state after 150s, and as γ=1, angular speed tracking error is less than 0.0126rad/s, works as γ When=0.4, angular speed tracking error is less than 0.0050rad/s.Fig. 7 and Fig. 8 shows that controlled spacecraft can be accurate in the present embodiment True trace command posture, demonstrates the validity of flight tracking control method proposed by the invention, and can pass through adjusting control Parameter γ inhibits the influence of external disturbance, improves Attitude Tracking precision.
More than, be only one embodiment of the present of invention, any type of limitation not done to the present invention, although the present invention with Preferred embodiment discloses as above, however not to limit the present invention, any person skilled in the art is not departing from this In the range of inventive technique scheme, makes a little variation using the technology contents of the disclosure above or modification is equal to equivalent reality Case is applied, is belonged in technical proposal scope.

Claims (10)

1. a kind of rotary inertia time-varying spacecraft is against optimal Adaptive Attitude Tracking control method, which is characterized in that including following Step:
Step S100:Input instruction posture (Rdd);
Step S200:Calculate the attitude error amount between described instruction posture and practical posture;
Step S300:Construct linear regression matrix F1、F2、F3、G1、G2And G3, and the line is calculated according to the attitude error amount Property regression matrix F1、F2、F3、G1、G2And G3
Step S400:According to the linear regression matrix F1、F2、F3、G1、G2And G3, unknown parameter vector ξ, θ, η are calculated in real time Estimated valueAccording to the estimated valueThe inverse adaptive control optimization of design is restrained;
Step S500:Attitude tracking control amount is calculated according to the inverse adaptive control optimization rule, by the Attitude tracking control Amount inputs spacecraft to be controlled, and whether the attitude error angle of the practical posture for judging the spacecraft to be controlled and desired posture is full Foot control requires, and the practical posture of controlled spacecraft is measured if being unsatisfactory for and is returned in the step S200;
Step S600:Step S200~S500 is repeated until the practical posture of the spacecraft to be controlled meets the control and wants It asks.
2. rotary inertia time-varying spacecraft according to claim 1 is against optimal Adaptive Attitude Tracking control method, special Sign is that described instruction posture is the instruction posture that generalized coordinates indicates.
3. rotary inertia time-varying spacecraft according to claim 1 is against optimal Adaptive Attitude Tracking control method, special Sign is that the attitude error amount includes:Direction of error cosine matrixWith error angular velocity vectorRespectively press formula (1)~ (2) it is calculated:
Wherein, RbFor the actual direction cosine matrix of 3 × 3 ranks, ωbFor actual angular speed vector, subscript T indicates vector or matrix Transposition.
4. rotary inertia time-varying spacecraft according to claim 1 is against optimal Adaptive Attitude Tracking control method, special Sign is, described to calculate linear regression matrix F according to the attitude error amount1、F2、F3、G1、G2And G3The step of, including it is following Step:
Step S310:Attitude error vector S is calculated by formula (3):
Wherein, a1、a2、a3For mutually different positive real number, e1、e2、e3Respectively e1=[1,0,0]T、e2=[0,1,0]T、e3= [0,0,1]T
Step S320:Attitude error Matrix C is calculated by formula (4):
Wherein, matrix I is unit matrix, i.e.,
Step S330:Auxiliary variable z is calculated by formula (5):
Wherein, K1For 3 × 3 rank positive definite symmetric matrices,For error angular velocity vector;
Step S340:According to the attitude error amount, the attitude error vector S, the attitude error Matrix C, the auxiliary The attitude motion mathematical model of variable z and spacecraft establish the mathematics of the rotary inertia time-varying spacecraft attitude pursuit movement Model calculates regression matrix F according to the mathematical model of the rotary inertia time-varying spacecraft attitude pursuit movement1、F2、F3、G1、G2 And G3;The mathematical model step for establishing the rotary inertia time-varying spacecraft attitude pursuit movement, includes the following steps:
Step S341:Define the coordinate system and kinematic parameter of the spacecraft attitude pursuit movement:
Step S342:According to the coordinate system and kinematic parameter of the spacecraft attitude pursuit movement, institute shown in formula (6) is obtained State the attitude motion mathematical model of spacecraft:
In formula,Indicate RbFirst differential,Indicate ωbFirst differential, u=[u1,u2,u3]TTo act on spacecraft Control moment vector, u1、u2、u3Respectively OCXbAxis, OCYbAxis, OCZbThe control moment of axis direction, d=[d1,d2,d3]TFor Act on the spaceborne disturbance torque vector, d1、d2、d3Respectively OCXbAxis, OCYbAxis, OCZbThe perturbed force of axis direction Square,
J (t)=J0-J1Ψ (t) is the moment of inertia matrix changed over time,Indicate the first differential of J (t),
Wherein, J0The rigidity parameters not changed over time in rotary inertia, J are indicated as shown in formula (8)1The table as shown in formula (9) Show the coefficient matrix of the nonrigid portions changed over time in rotary inertia,
Ψ (t) in J (t) is the known time-varying function matrix of rotary inertia nonrigid portions, is 3 × 3 rank square formations,For Ψ (t) first differential,It indicates to add time-varying parameter matrix caused by rotary inertia variation as shown in formula (10), is 3 × 3 Rank square formation:
h0It indicates to add the constant coefficient diagonal matrix in time-varying parameter matrix as shown in formula (11),
Γ (t) is the known 3 dimension time-varying function vector in additional time-varying parameter matrix;
Step S343:According to the attitude error amount, the attitude error vector S, the attitude error Matrix C, the auxiliary The attitude motion mathematical model of variable z and the spacecraft obtains the rotary inertia time-varying spacecraft as shown in formula (14) The mathematical model of Attitude Tracking movement:
In formula,For instruction angular speed vector ωdFirst differential.
5. rotary inertia time-varying spacecraft according to claim 4 is against optimal Adaptive Attitude Tracking control method, special Sign is, the regression matrix F1And G1Computational methods be:Enable the number of the rotary inertia time-varying spacecraft attitude pursuit movement Learn the J in model1=h0=03×3, obtain formula (18):
In formula,
If ξ=[J0(1,1),J0(1,2),J0(1,3),J0(2,2),J0(2,3),J0(3,3)]T, F is calculated by formula (19)1
G is calculated by formula (20)1
In formula, operatorPartial derivative of the bracket [] inner function about vectorial ξ is sought in expression.
6. rotary inertia time-varying spacecraft according to claim 4 is against optimal Adaptive Attitude Tracking control method, special Sign is, the regression matrix F2And G2Computational methods be:
Enable the J in the mathematical model of the rotary inertia time-varying spacecraft attitude pursuit movement0=h0=03×3
If θ=[J1(1,1),J1(1,2),J1(1,3),J1(2,2),J1(2,3),J1(3,3)]T, F is calculated by formula (22)2
G is calculated by formula (23)2
In formula, operatorPartial derivative of the bracket [] inner function about vectorial θ is sought in expression.
7. rotary inertia time-varying spacecraft according to claim 4 is against optimal Adaptive Attitude Tracking control method, special Sign is, the regression matrix F3And G3Computational methods be:
Enable the J in the mathematical model of the rotary inertia time-varying spacecraft attitude pursuit movement0=J1=03×3
If η=[h01,h02,h03]T, F is calculated by formula (25)3
G is calculated by formula (26)3
In formula, operatorPartial derivative of the bracket { } inner function about vectorial η is sought in expression.
8. rotary inertia time-varying spacecraft according to claim 1 is against optimal Adaptive Attitude Tracking control method, special Sign is that the step S400 includes the following steps:
Step S410:The estimated value is calculated by formula (27)
In formula, γ1、γ2、γ3For the positive number more than zero, function Proj () is projection function, if p be 3 dimensions or 6 tie up to Amount, ΞiBe also 3 dimension or 6 dimensional vectors, the then definition of Proj () be:
In formula, εii> 0 is positive real number;
Step S420:According to the estimated valueDesign obtains inverse adaptive control optimization and restrains:
In formula, ueFor nonlinear dampling controlled quentity controlled variable, u is calculated by formula (30)e
In formula, K is 3 × 3 rank positive definite symmetric matrices, K-1For the inverse matrix of K;β is the positive number more than 2;
Ψ is calculated by formula (31)1
Ψ is calculated by formula (32)2
In formula,γ is positive number, KpFor positive number;
According toThe method of calculating is:
According toIt calculates,It is calculated by formula (34):
According toIt calculates,It is calculated by formula (35):
9. rotary inertia time-varying spacecraft according to claim 4 is against optimal Adaptive Attitude Tracking control method, special Sign is, the known time-varying function Ψ (t) of rotary inertia nonrigid portions is calculated by formula (12):
Ψ (t)=ρT(t)ρ(t)I-ρ(t)ρT(t) (12)
Wherein, ρ (t) is 3 dimension time-varying function vectors.
10. rotary inertia time-varying spacecraft according to claim 4 is against optimal Adaptive Attitude Tracking control method, special Sign is that the known 3 dimension time-varying function vector Γ (t) in the additional time-varying parameter matrix is calculated by formula (13):
Wherein,For the first differential of 3 dimension time-varying function vector ρ (t).
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