CN115857325A - Polynomial trajectory based energy management guidance method and storage medium - Google Patents
Polynomial trajectory based energy management guidance method and storage medium Download PDFInfo
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Abstract
An energy management guidance method and a storage medium based on polynomial trajectories solve the problem that the speed and the altitude exceed the constraint for realizing the requirement of a larger range, and belong to the field of aircraft guidance and control. The technical scheme comprises the following steps: obtaining a height third-order derivative and a lateral displacement third-order derivative under a kinematic equation; respectively describing the altitude and the lateral displacement of the aircraft by utilizing a fifth-order polynomial of time; determining all boundary constraints of the height and lateral displacement of the aircraft, determining polynomial coefficients in the two fifth-order polynomials, and solving a third-order derivative of the two fifth-order polynomials; and obtaining the attack angle change rate and the sideslip angle change rate of the control quantity, and further obtaining the attack angle and the sideslip angle of each guidance period for guidance control. The invention can enhance the robustness of the control system and meet the implementation requirement of rapid planning.
Description
Technical Field
The invention relates to an energy management guidance method and a storage medium based on a polynomial trajectory, and belongs to the field of aircraft guidance and control.
Background
The solid carrying energy management technology is mainly used for meeting the requirements of various tasks and simultaneously meeting uncertain complex flight conditions such as large-range disturbance, aerodynamic influence, structural errors and the like in the flight process, autonomously realizes capacity management under the condition of multi-task requirements, ensures the performance stability of an aircraft under various uncertain conditions and improves the guidance precision in a larger range. Since aircraft using solid engines are generally designed to meet maximum range energy requirements, prior art solutions typically achieve the goal of dissipating excess energy by adjusting the pitch angle in the plane of the jet when less than range application is required or when uncertainty in the deviation is present. The prior art scheme has the following defects: 1) Under the condition of uncertain deviation, the existing solid engine energy management strategy has the defects that the pitch angle is too large and exceeds the height and speed constraints due to too large energy dissipation; 2) In order to achieve a large range of the aircraft, the existing method can only achieve the purpose of consuming excessive energy in the shooting plane by adjusting the pitch angle, but the existing method may cause the pitch angle to be adjusted too much, which has high requirements on the structure and performance characteristics of the aircraft.
Disclosure of Invention
The technical problem to be solved by the invention is as follows: the defects of the prior art are overcome, and the problem that the speed and the height exceed the constraint to meet the requirement of a large range is solved.
The purpose of the invention is realized by the following technical scheme:
a polynomial trajectory based energy management guidance method comprises the following steps:
obtaining a third-order derivative of height and a third-order derivative of lateral displacement under the kinematics equation according to the kinematics equation of the aircraft in a longitudinal plane and the kinematics equation in a lateral plane;
respectively describing the altitude and the lateral displacement of the aircraft by utilizing a fifth-order polynomial of time; determining all boundary constraints of the height and lateral displacement of the aircraft, determining polynomial coefficients in the two fifth-order polynomials by using all the boundary constraints, and solving a third-order derivative of the two fifth-order polynomials;
and obtaining the attack angle change rate and the sideslip angle change rate of the controlled variable by utilizing the height third derivative and the lateral displacement third derivative under the kinematic equation and the third derivatives of the two fifth-order polynomials, and further obtaining the attack angle and the sideslip angle of each guidance period for guidance control.
Preferably, according to a kinematics equation of the aircraft in a longitudinal plane and a kinematics equation of the aircraft in a lateral plane, a second derivative of height and a second derivative of lateral displacement under the kinematics equation are obtained firstly, an attack angle change rate and a side slip angle change rate are selected as control variables, and the second derivative of height and the second derivative of lateral displacement under the kinematics equation are derived to obtain a third derivative of height and a third derivative of lateral displacement under the kinematics equation.
Preferably, when the derivation is performed on the second derivative of the height and the second derivative of the lateral displacement in the kinematic equation, the full derivative of the aerodynamic coefficient with respect to time is ignored.
Preferably, the second derivatives of height and lateral displacement under the kinematic equation are:
in the formula
Wherein, the first and the second end of the pipe are connected with each other,in order to be the flying height,in order to be the speed of the vehicle,in order to form the inclination angle of the trajectory,is aircraft thrust, D is aerodynamic resistance, L is aerodynamic lift, Z is aerodynamic resistance,is the angle of attack, m is the aircraft mass,in order to realize the side slip angle,is the acceleration of gravity at the current altitude,is the angle between the target vector and the incident plane,for the current point of the latitude, there is,is the current point longitude, and is the current point longitude,the deviation angle of the trajectory is the deviation angle of the trajectory,in order to obtain the latitude of the emitting point,to be the longitude of the point of transmission,the number of black dots above the parameter represents the number of derivations for the angle of incidence.
Preferably, the boundary constraints include energy, starting point velocity, ending point velocity, ballistic inclination, ballistic declination, angle of attack, side slip angle, mass, and latitude and longitude.
Preferably, the vehicle ignores earth rotation in the longitudinal in-plane kinematic equations and in the lateral in-plane kinematic equations.
Preferably, the altitude and the lateral displacement of the aircraft are each described by a fifth order polynomial of time as:
wherein the content of the first and second substances,in order to be the time of flight,is a coefficient of the zeroth order of the height,is a first-order coefficient of the height,is a second-order coefficient of height,is a third-order coefficient of height,is a fourth order coefficient of the height,is a fifth-order coefficient of the height,is the zeroth order coefficient of the lateral displacement,is a first order coefficient of the lateral displacement,is the second order coefficient of the lateral displacement,being the third order coefficient of the lateral displacement,is the fourth order coefficient of the lateral displacement,is a fifth order coefficient of the lateral displacement,is a fifth order polynomial of height over time,a fifth order polynomial of lateral displacement over time,is the starting time.
Preferably, the third derivative of height and the third derivative of lateral displacement under the kinematic equation are:
preferably, the attack angle and the sideslip angle of each guidance period are as follows:
wherein the content of the first and second substances,in order to be the time of flight,in order to simulate the step size,is an angle of attack, and is,the number of black dots above the parameter represents the number of derivative operations for the sideslip angle.
A computer readable storage medium having stored thereon computer program instructions which, when loaded and executed by a processor, cause the processor to perform the polynomial trajectory based energy management guidance method described above.
Compared with the prior art, the invention has the following beneficial effects:
(1) According to the invention, the height and lateral position curves are approximated in a polynomial manner, so that the problem that the height and the speed exceed the constraint due to overlarge energy dissipation in the traditional alternating current maneuvering energy management strategy is solved;
(2) The invention can meet the task requirement of a larger range by the polynomial trajectory-based energy management method, and the range is wider than that of the traditional method;
(3) The method can meet the speed and height constraints while consuming the residual energy, the flying heights of the method are basically consistent, and the speed distribution is in a more reasonable range;
(4) The method can enhance the robustness of the control system and meet the implementation requirement of rapid planning.
Drawings
FIG. 1 is a graph of speed versus time for an embodiment of the present invention.
Figure 2 is a graph of ballistic inclination angle versus time for an embodiment of the present invention.
FIG. 3 is a graph of sideslip angle versus time for an embodiment of the present invention.
FIG. 4 is a graph of angle of attack versus time for an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, embodiments of the present invention will be described in detail with reference to the accompanying drawings.
Example 1:
a polynomial trajectory based energy management guidance method comprises the following steps:
(1) Kinematic model
Considering neglecting earth rotation, the kinematic equation of the aircraft in the longitudinal plane is as follows:
wherein R is the flight altitude, t is the flight time, v is the velocity,is a trajectory inclination angle, T is aircraft thrust, D is aerodynamic resistance, L is aerodynamic lift,is the angle of attack, m is the aircraft mass,the acceleration of gravity at the current altitude.
The equations of motion of the aircraft in the lateral plane are as follows:
wherein, the first and the second end of the pipe are connected with each other,is the angle between the target vector and the incident plane,for the angle of incidence, d is the distance from the current position to the emission plane, i.e. the lateral displacement,for the current point of the latitude, there is,current point longitude, where:
in the formula (I), the compound is shown in the specification,in order to obtain the latitude of the emitting point,is the transmission point longitude.
(2) Polynomial trajectory based on energy management constraints
The height and lateral displacement may be expressed in a fifth order polynomial of time, namely:
then, the energy, the velocities of the starting point and the ending point, the trajectory inclination angle, the trajectory deflection angle, the attack angle, the sideslip angle, the mass and the latitude and longitude constraints are converted into the constraints on the height and the lateral displacement through the three-degree-of-freedom kinematics and the lateral motion equation, and the boundary constraints are obtained as follows:
according to 12 constraints in the formula (5), the method can be solved into the formula (4)ToAndtoThe value of (c).
And (3) solving a third derivative of the formula (4) to obtain a polynomial curve of the height and lateral displacement curve of the flight path:
(3) Generation of guidance instructions
First, the second derivative information of the height and lateral displacement is obtained by the longitudinal kinematic equation (1) and the lateral kinematic equation (2):
wherein,Is the trajectory inclination angle, coefficientAnd coefficient ofThe expression is as follows:
wherein the content of the first and second substances,is the sideslip angle, and Z is the aerodynamic drag.
In the process of generating the guidance instruction, the attack angle change rate and the sideslip angle change rate are selected as control quantities, and in order to obtain the attack angle change rate and the sideslip angle change rate, the formula (7) can be obtained by derivation again:
wherein the overload in three directions under the speed system is subjected to derivation to obtain
Wherein, the first and the second end of the pipe are connected with each other,is the aerodynamic coefficient.
Obtained after ignoring the full derivative of the aerodynamic coefficient with respect to time
Wherein, the first and the second end of the pipe are connected with each other,in order to be a characteristic area of the film,,,is a three-direction power coefficient of force,is at atmospheric density.
By substituting the formula (11) and the formula (12) into the formula (10), the third-order derivatives of the height and the lateral position can be obtainedRate of change of angle of attackAnd rate of change of sideslip angleThe relationship (2) of (c).
The formula (6) describes a polynomial mode of the height and the lateral position, the formula (10) describes a kinematic model of the height and the lateral position, the model comprises two physical quantities of the change rate of the attack angle and the sideslip angle, and the joint formula (6) and the formula (10) can obtain a related expression of the change rate of the attack angle and the sideslip angle, and can be expressed by the following form:
wherein、、Andis the right side of the equal sign of formula (10)Andis the formula coefficient corresponding to the independent variable,andthe expression on the right side of the equal sign of formula (6) and formula (10) do not containAndthe sum of the fractions of (a). That is, the formula (6) and the formula (10) are two different expression forms of two identical parameters, and thus two equations can be made to stand together and then the standing equations can be collated into the form of the formula (13).
Further, the control amount attack angle change rate and the sideslip angle change rate are obtained by solving equation (13). In each guidance period, the attack angle change rate and the sideslip angle change rate are integrated to obtain an attack angle and a sideslip angle
And carrying out guidance control by utilizing the attack angle and the sideslip angle of each guidance period.
Example 2:
a polynomial trajectory based energy management guidance method comprises the following steps:
obtaining a third-order derivative of height and a third-order derivative of lateral displacement under the kinematics equation according to the kinematics equation of the aircraft in a longitudinal plane and the kinematics equation in a lateral plane;
respectively describing the altitude and the lateral displacement of the aircraft by utilizing a fifth-order polynomial of time; determining all boundary constraints of the height and lateral displacement of the aircraft, determining polynomial coefficients in the two fifth-order polynomials by using all the boundary constraints, and solving a third-order derivative of the two fifth-order polynomials;
and obtaining the attack angle change rate and the sideslip angle change rate of the controlled variable by utilizing the third derivative of height and the third derivative of lateral displacement under a kinematic equation and the third derivatives of two fifth-order polynomials, and further obtaining the attack angle and the sideslip angle of each guidance period for guidance control.
Optionally, according to a kinematics equation of the aircraft in a longitudinal plane and a kinematics equation of the aircraft in a lateral plane, a second derivative of the altitude and a second derivative of the lateral displacement under the kinematics equation are obtained first, an attack angle change rate and a side slip angle change rate are selected as control variables, the second derivative of the altitude and the second derivative of the lateral displacement under the kinematics equation are derived, and a third derivative of the altitude and a third derivative of the lateral displacement under the kinematics equation are obtained.
Optionally, when the derivation is performed on the second derivative of the height and the second derivative of the lateral displacement in the kinematic equation, the full derivative of the aerodynamic coefficient with respect to time is ignored.
Optionally, the second derivative of height and the second derivative of lateral displacement under the kinematic equation are:
in the formula
Wherein the content of the first and second substances,in order to be the flying height,in order to be the speed of the vehicle,in order to form the inclination angle of the trajectory,is aircraft thrust, D is aerodynamic resistance, L is aerodynamic lift, Z is aerodynamic resistance,is the angle of attack, m is the aircraft mass,in order to realize the side slip angle,is the acceleration of gravity at the current altitude,is the angle between the target vector and the incident plane,for the current point of the latitude, there is,is the current point longitude, and is the current point longitude,the deviation angle of the trajectory is the deviation angle of the trajectory,in order to obtain the latitude of the emitting point,to be the longitude of the point of transmission,the number of black dots above the parameter represents the number of derivatives for the angle of incidence.
Optionally, the boundary constraints include energy, starting point speed, ending point speed, trajectory inclination angle, trajectory deflection angle, attack angle, side slip angle, mass, and longitude and latitude.
Optionally, the earth rotation is neglected in the longitudinal in-plane kinematic equation and the lateral in-plane kinematic equation of the aircraft.
Optionally, the altitude and the lateral displacement of the aircraft are respectively described by a fifth order polynomial of time as:
wherein the content of the first and second substances,in order to be the time of flight,is a coefficient of the zeroth order of the height,is a first-order coefficient of the height,is a second-order coefficient of height,is a high third-order coefficient of the height,is a fourth order coefficient of the height and,is a fifth order coefficient of the height of the image,is the zeroth order coefficient of the lateral displacement,is the first order coefficient of the lateral displacement,is the second order coefficient of the lateral displacement,being the third order coefficient of the lateral displacement,is the fourth order coefficient of the lateral displacement,is a fifth order coefficient of the lateral displacement,a fifth order polynomial of height over time,a fifth order polynomial of lateral displacement over time,is the starting time.
Optionally, the third derivative of height and the third derivative of lateral displacement under the kinematic equation are:
optionally, the attack angle and the sideslip angle of each guidance period are:
wherein the content of the first and second substances,in order to be the time of flight,in order to simulate the step size,in order to be the angle of attack,the number of black dots above the parameter represents the number of derivative operations for the sideslip angle.
A computer readable storage medium having stored thereon computer program instructions which, when loaded and executed by a processor, cause the processor to perform the above polynomial trajectory based energy management guidance method.
Example 3:
based on embodiment 1 or 2, different flight states are selected according to different terminal speed requirements, and selectable parameters include altitude, speed, ballistic inclination and lateral displacement. According to the terminal lateral displacement, a proper initial off-plane angle is selected, so that the number of the sideslip angle cannot be changed repeatedly, the amplitude of the sideslip angle can be effectively reduced, and the bending moment is reduced.
Simulating under different terminal speed constraints, namely terminal speed constraint distribution is 7400 to 8300m/s, wherein simulation results are shown in fig. 1 to 4, fig. 1 is a speed and time curve corresponding to the generated trajectory under different terminal speed constraints, fig. 2 is a trajectory inclination angle and time curve corresponding to the generated trajectory under different terminal speed constraints, fig. 3 is a sideslip angle and time curve corresponding to the generated trajectory under different terminal speed constraints, and fig. 4 is an attack angle and time curve corresponding to the generated trajectory under different terminal speed constraints; it can be seen from the above simulation diagram that the proposed energy management method based on polynomial trajectory can achieve different terminal speeds and can meet the requirement of energy management. The smaller the terminal velocity, the more energy needs to be dissipated, and the larger the magnitudes of the angle of attack and sideslip angle. As can be seen from the simulation result table, the speed distribution is 7400 to 8300m/s, and the height error isWithin a speed error ofWithin the error of trajectory inclination angleWithin an azimuthal error ofInward and lateral displacement of substantiallyWithin. The planned trajectory can meet the requirement of management, and a terminal point with higher precision can be achieved. Each planned trajectory only needs to be within 1 s.
Those skilled in the art will appreciate that those matters not described in detail in the present specification are not particularly limited to the specific examples described herein.
Although the present invention has been described with reference to the preferred embodiments, it is not intended to limit the present invention, and those skilled in the art can make possible variations and modifications of the present invention using the method and the technical contents disclosed above without departing from the spirit and scope of the present invention, and therefore, any simple modifications, equivalent changes and modifications made to the above embodiments according to the technical essence of the present invention are all within the scope of the present invention.
Claims (10)
1. A polynomial trajectory based energy management guidance method is characterized by comprising the following steps:
obtaining a third-order derivative of height and a third-order derivative of lateral displacement under the kinematics equation according to the kinematics equation of the aircraft in a longitudinal plane and the kinematics equation in a lateral plane;
respectively describing the altitude and the lateral displacement of the aircraft by utilizing a fifth-order polynomial of time; determining all boundary constraints of the height and lateral displacement of the aircraft, determining polynomial coefficients in the two fifth-order polynomials by using all boundary constraints, and solving a third derivative of the two fifth-order polynomials;
and obtaining the attack angle change rate and the sideslip angle change rate of the controlled variable by utilizing the third derivative of height and the third derivative of lateral displacement under a kinematic equation and the third derivatives of two fifth-order polynomials, and further obtaining the attack angle and the sideslip angle of each guidance period for guidance control.
2. The energy management guidance method according to claim 1, wherein according to a kinematic equation of the aircraft in a longitudinal plane and a kinematic equation of the aircraft in a lateral plane, a second derivative of the altitude and a second derivative of the lateral displacement under the kinematic equation are obtained first, an attack angle change rate and a lateral slip angle change rate are selected as control variables, and the second derivative of the altitude and the second derivative of the lateral displacement under the kinematic equation are derived to obtain a third derivative of the altitude and a third derivative of the lateral displacement under the kinematic equation.
3. The energy management guidance method of claim 2, wherein the derivation of the second derivative of height and the second derivative of lateral displacement under the kinematic equation ignores the full derivative of the aerodynamic coefficient over time.
4. The energy management guidance method of claim 2, wherein the second derivative of height and the second derivative of lateral displacement under the kinematic equation are:
in the formula
Wherein, the first and the second end of the pipe are connected with each other,in order to be the flying height,in order to be able to speed up the vehicle,in order to form the inclination angle of the trajectory,is the thrust of the aircraft, D is the aerodynamic resistance, L is the aerodynamic lift, Z is the aerodynamic resistance,is the angle of attack, m is the aircraft mass,in order to realize the side slip angle,is the acceleration of gravity at the current height,is the angle between the target vector and the incident plane,for the current point of the latitude, there is,is the current point longitude, and is the current point longitude,the deviation angle of the trajectory is the deviation angle of the trajectory,in order to obtain the latitude of the emitting point,to be the longitude of the point of transmission,the number of black dots above the parameter represents the number of derivatives for the angle of incidence.
6. the energy management guidance method of claim 1, wherein the all boundary constraints include energy, origin speed, destination speed, ballistic inclination, ballistic declination, angle of attack, sideslip angle, mass, latitude and longitude.
7. The energy management guidance method of claim 1, wherein the aircraft ignores earth rotation in longitudinal in-plane kinematic equations and in lateral in-plane kinematic equations.
8. The energy management guidance method of any one of claims 1 to 7, wherein the altitude and lateral displacement of the aircraft are each described by a fifth order polynomial of time as:
wherein the content of the first and second substances,in order to be the time of flight,is a coefficient of the zeroth order of the height,is a first-order coefficient of the height,is a second-order coefficient of height,is a third-order coefficient of height,is a fourth order coefficient of the height,is a fifth-order coefficient of the height,is the zeroth order coefficient of the lateral displacement,is the first order coefficient of the lateral displacement,is the second order coefficient of the lateral displacement,is the third order coefficient of the lateral displacement,is a fourth order coefficient of the lateral displacement,is a fifth order coefficient of the lateral displacement,is a fifth order polynomial of height over time,a fifth order polynomial of lateral displacement over time,is the starting time.
9. The energy management guidance method of any one of claims 1 to 7, wherein the angle of attack and the angle of sideslip for each guidance cycle are:
10. A computer readable storage medium having stored thereon computer program instructions which, when loaded and executed by a processor, cause the processor to perform the method of any of claims 1 to 7.
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