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Nomenclature

c - Mean aerodynamic chord
b – Wingspan
S – wing area

u – component of velocity in the X­b axis
v – component of velocity in the y­b axis
W – component of velocity in the z­b axis

Vx - component of velocity in the x­E axis
Vy - component of velocity in the yE axis
Vz - component of velocity in the z­E axis

p - component of angular velocity around the xb axis
q - component of angular velocity around the yb axis
r - component of angular velocity around the zb axis

Ψ - Yaw euler angle
φ - Roll euler angle
θ - Pitch euler angle

δa - Aileron deflection
δe - Elevator deflection
δr - Rudder  deflection

Reference Frames + Assumptions

Right handed reference frames are used for the aircraft simulation. The right hand rule is a useful tool when working with such frames and is shown below:

image-20240130-235046.png

Earth reference frame:

A North-East-Down inertial reference frame is defined that will be used for expressing position, velocity, acceleration with respect to the ground. This assumes that the earth is flat.

image-20240130-161813.png

It is important to consider that in this reference frame, positive z velocity points down which is counterintuitive.

Body-fixed reference frame:

The body reference frame is centred at the center of gravity of the aircraft with the axes defined in the following way:

  • Xb pointing front (aligned with propeller rotation axis for prop planes)

  • Yb perpendicular to Xb direction in line with the plane of the wings

  • Zb pointing down normal to the plane defined by Xb and Yb.

image-20240127-195621.pngimage-20240130-170126.pngimage-20240130-170155.png

This frame of reference allows intuitive interpretation of forces and moments and is convenient as moments of intertia and COG are easily defined in the body reference frame.

Aerodynamic reference frame (wind reference frame):

Orthogonal axis-system aligned with with the aerodynamic velocity V_a (velocity of plane with respect to undisturbed air). Denoted with a subscript.

image-20240127-195706.png

Used for defining aerodynamic forces and the angle of attack (α) and sideslip angle (β).

image-20240127-200458.pngimage-20240127-200506.png

Euler angles:

Euler angles are used to denote the aircraft attitude (orientation) with respect to an inertial reference frame (the relationship between body and earth axes). The following euler angle sequence is used: rotation around z, rotation around y, rotation around x.

This is denoted with the angles Ψ (yaw), θ (pitch), φ (roll)

image-20240127-200722.png

Control Deflection convention:

The positive control surface deflection directions are defined with a feedback control scheme in mind so that positive control gains can be used. Specifically, the directions are chosen such that deflections produce moments that correct the setpoint error with the same sign. This is more clear with an example:

image-20240131-001114.png

When the altitude is lower than the setpoint, a negative error is produced which yields a negative elevator deflection after multiplying with the positive controller gains. As such the negative elevator direction should correspond with the pitch up direction.

The positive control deflection directions are shown below:

image-20240131-002015.png

Assumptions

  • Vehicle is a rigid body.

  • Vehicle mass is constant.

  • Earth is flat.

  • Earth is non-rotating.

  • Body-fixed reference frame is chosen such that Ixy and Iyz are zero. ( XbZb-plane mass symmetry_\

  • Effects of rotating masses are neglected.

  • Thrust vector acts on COG and is colinear to Xb.

Inputs and State variables

The simulation takes the following as inputs for every time step:

Variable

Var name

Unit

Range

Aileron deflection angle

da

[rad]

[-da_lim, da_lim]

Elevetor defleciton angle

de

[rad]

[-de_lim,de_lim]

Rudder deflection angle

dr

[rad]

[-dr_lim,dr_lim]

Thrust

thrust

[N]

[0,max_thrust]

The aircraft state is defined by the following variables:

Variable

unit

Description

position

[m]

Vector of aircraft position with respect to ground reference frame [x,y,z]

vel_ground

[m/s]

Vector of aircraft velocity in ground reference frame [Vx,Vy,Vz]

vel_body

[m/s]

Vector of aircraft velocity in body reference frame [u,v,w]

accel_ground

[m/s^2]

Vector of aircraft acceleration in ground reference frame [ax,ay,az]

accel_body

[m/s^2]

Vector of aircraft acceleration in body reference frame [ax,ay,az]

attitude

[rad]

Aircraft attitude vector [psi (yaw), theta (pitch), phi (roll)]

ang_vel_body

[rad/s]

Angular velocity vector [p , q, r]

ang_accel_body

[rad/s^2]

Angular acceleration vector [dp, dq, dr]

al_be

[rad]

vector of angle of attack and sideslip angle [alpha, beta]

Forces and Moments

In the earth reference frame newton's second law holds such that:

image-20240130-171332.png

Where V_G is the velocity of the center of gravity of the aircraft. This however does not hold in the body axes as the body reference frame is a moving and rotating reference frame which results in the appearance of inertial forces like the Coriolis force. The above equation thus has to be transformed into the following:

image-20240130-171545.png

Expressing the left hand side as the sum of the force due to gravity and aerodynamic forces the following equation of motion is obtained:

image-20240130-171841.png

The equation of motion for rotation is found following a similar conversion from the earth to the body reference frame. The resulting equation is shown below:

image-20240130-172040.png

Linearization

Model linearization is the process of simplifying the equations of motion using a first order taylor expansion at some trim state. In this simulation, the nonlinearity of the state equations is not an issue as they can be reliably solved using numerical integration. The nonlinearity of the forces, however, poses a significant modelling challenge as “They are not part of the state of the aircraft. Instead they also depend on the state of the aircraft. And they don’t only depend on the current state, but on the entire history of states! (For example, a change in angle of attack could create disturbances at the wing. These disturbances will later result in forces acting on the tail of the aircraft.)” [2]

In practice many of these nonlinear force relationships can be neglected, however, several significant non-linear relations remain. Mathematically this is shown by:

image-20240130-173430.png

Applying the first order Taylor expansion we get:

image-20240130-231547.png

The same is done for the moments so that:

image-20240130-231253.png

These equations allow the determination of external forces and moments due to perturbations at small deviations from the trim state. To accurately simulate the aircraft in the full flight envelope these linearized force and moment values have to be determined at multiple trim conditions (usually at different angles of attack, coefficients of lift, and mach number for aircraft travelling fast enough)

Aerodynamic coefficients and derivatives

Aerodynamic coefficients are dimensionless parameters that relate the aerodynamic forces and moments acting on an aircraft to the dynamic pressure it is experiencing and account for the wing geometry (wing area S, wing span b, mean aerodynamic chord c). They are shown in the table below:

Dimensional parameter

Dimension

Non-dimensional coefficient

Force X

[N]

Cx = 1/(1/2 * rho * V^2 * S) * X

Force Y

[N]

Cy = 1/(1/2 * rho * V^2 * S) * Y

Force Z

[N]

Cz = 1/(1/2 * rho * V^2 * S) * Z

Moment L

[Nm]

CL = 1/(1/2 * rho * V^2 * S * b) * L

Moment M

[Nm]

CM = 1/(1/2 * rho * V^2 * S * c) * M

Moment N

[Nm]

CN = 1/(1/2 * rho * V^2 * S * b) * N

These coefficients are very useful in analysing the aerodynamic properties of an aircraft and for making comparisons between different aircraft/configurations.

Aerodynamic derivatives (also called stability derivatives) are values that describe the rate of change of aerodynamic coefficients with respect to changes in aircraft state variables, control inputs, or environmental conditions. They correspond to the dimensional force and moment components due to perturbations that are shown in the linearization section. They are described in the tables below:

Longitudinal Forces

Coefficient

Description

Cx0

Positive

Cx_alpha

Cx_de

Cx_q

Lateral Forces

Coefficient

Description

Cy0

Cy_beta

Cy_p

Cy_r

Cy_dr

Cy_da

Vertical Forces

Coefficient

Description

Cz0

Cz_alpha

Cz_alphadot

Cz_q

Cz_de

Roll moment

Coefficient

Description

Cl0

Cl_p

Cl_r

Cl_beta

Cl_da

Cl_dr

Pitch moment

Coefficient

Description

Cm0

Cm_alpha

Cm_de

Cm_q

Cm_alphadot

Yaw moment

Coefficient

Description

Cn0

Cn_p

Cn_r

Cn_beta

Cn_da

Cn_dr

Block diagram implementation

References:

[1] https://www.aircraftflightmechanics.com/

[2] https://www.aerostudents.com/courses/flight-dynamics/flightDynamicsFullVersion.pdf

[3]https://agodemar.github.io/FlightMechanics4Pilots/mypages/anatomy-conventional-aircraft/

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