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International Journal of Research in Engineering and Science (IJRES)
ISSN (Online): 2320-9364, ISSN (Print): 2320-9356
www.ijres.org Volume 3 Issue 7 ǁ July 2015 ǁ PP.08-14
www.ijres.org 8 | Page
Development and Implementation of a Washout Algorithm for a
6-dof Motion Platform of Flight Simulator
Wu Jiang1
, He Fajiang2
1
(School of Mechanical Engineering, Shanghai University of Engineering Science, Shanghai 201620, China)
2
(School of Air Transportation, Shanghai University of Engineering Science, Shanghai 201620,China)
Corresponding author: He Fajiang
ABSTRACT: Flight simulators for pilot training is extremely important due safety and economic factors.
Flight simulator needs to simulate different kinds of complicated motion state such as roll, pitch and yaw
angles. It has six-degree of freedom, high precision, high rigid, modular design and many other advantages. The
motion system responds to the aircraft linear and angular accelerations in order to compute the most
appropriate cabin motion to replicate these accelerations, subject to the displacement limits and the velocity
limits of the actuators. The cabin accelerations are filtered in order to compute the most appropriate cabin
motion to replicate the actual airplane accelerations. This paper developed and implemented a motion washout
algorithm that can enhance the fidelity of motion platform and the cabin motion never exceeds the mechanical
limits of the motion platform, particularly the maximum actuator displacements and the maximum actuator
velocities.
Keywords: Motion washout algorithm, Flight Simulator, 6-dof motion platform, Simulation fidelity
I. INTRODUCTION
Currently, parallel motion platform has been studied and applied widely result from its advantages in
terms of rigidity, accuracy, simple structure and ability of large load bearing. Lots of various advantages have
been discussed in the research literature [1]. Because of its obvious asset the 6-dof parallel motion platform has
been used on flight simulator. A flight simulator has two most important functions, one is flight training the
other is research and development [2]. A flight simulator must provide linear motion along the three axis and
angular motion around the three axes of the plane to the pilot. The 6-dof parallel motion platform will make the
motion such as pitching, yawing, rolling, acceleration, deceleration, and even turbulence, so it can simulate the
motion of a real plane.
Motion washout algorithm [3] can limit motion range of a flight simulator within a physical limitation of
the 6-dof parallel motion platform. This paper proposed a novel motion washout algorithm that can accurately
transform aircraft specific force into flight simulator platform motions at high fidelity within the flight
simulator’s physical limitations.
It is important to design reasonable washout algorithms to replicate real aircraft sensations for pilots in
limited space as accurately as possible. In this paper we developed and implemented washout algorithm, the
results present the washout algorithm can improve the fidelity of flight simulator motion platform effectively.
II. 6-DOF PARALLEL MOTION PLATFORM
Compared to series platforms,6-dof parallel motion platform offer the advantages of high stiffness,
speed capability, precision, low inertia at the expense of smaller workspace and ability to bear large loads [4].
So the 6-dof parallel motion platform have been used in military, industry and recreation result from its virtues.
Flight simulator is used to simulate the actual airplane on the ground. As an important part of flight
simulator, the performance of the 6-dof parallel motion platform will directly affect the fidelity of flight
simulation. Flight simulator with 6-dof parallel motion platform have the main outstanding virtues in reducing
training costs, risks and improving training efficiency [5].
As the key parts of the 6-dof parallel motion platform, motion washout algorithm could compensate for
the defects of flight simulator to enhance fidelity in flight simulation. Figure 1 is the structure drawing of a 6-
dof parallel motion platform.
Development and Implementation of a Washout Algorithm for a 6-dof Motion Platform of Flight
www.ijres.org 9 | Page
Fig -1: Schematic view of the 6-dof parallel motion platform
2.1 The Coordinate of 6-dof Parallel Motion Platform
Fig -2: Frame assignment for the 6-dof parallel motion platform
The coordinate systems of 6-dof parallel motion platform has been constructed and illustrated in figure 2.
The {B} coordinate system is the base coordinate system fixed to the base platform, the origin B of {B} is the
geometry center of base platform, while the {M} is attached to the moving platform , the origin M of {M} is
also the geometry center of moving platform. And cockpit systems coordinate is {A} with an origin A at the
centroid of the cockpit. We assume the center of the vestibular system isfixed to the origin of cockpit systems
coordinate in order to simplify calculation. All axes will be assumed to be orthogonal right hand axes, that is,
positive forwards, positive right and positive down as shows in figure 2.
2.2 Translation Between Frames
The motion platform system needs to respond to the linear and angular accelerations like a real plane. The
cockpit accelerations aretransformed from the centroid of flight simulator cockpit to the pilot position and
finally to the base frame in order to compute the actuator lengths. The cockpit accelerations and displacement of
moving platform are filtered sothat the moving platform motion never go beyond themaximum actuator
displacements and the maximum actuator velocities.
Z-Y-X Euler angle is used to express the rotation matrix R from {A} to {B}.The linear velocities are u, v
and w; the angular velocities are p, q and r about the response x, y and z axes. Cockpit orientation about the
cockpit systems coordinate can be defined as three angles, the path angle , the roll angle and the yaw angle
 , known as Euler angles.
Development and Implementation of a Washout Algorithm for a 6-dof Motion Platform of Flight
www.ijres.org 10 | Page
c c c s s s c c s c s s
R s c c c s s s s s c c s
s c s c c
           
           
    
  
    
  
(1)
Where, c=cos, s=sin.
We need to translate the acceleration of A to the acceleration of B, is given by the transformation:
ba R a 
 
(2)
Where ba

is the acceleration of B and a

is the acceleration of A.
Cockpit orientation can be defined with respect to base coordinate, providing three angles, the path angle
B , the roll angle B and the yaw angle B . The cockpit rates are given by:
1 0 sin
0 cos cos sin
0 sin cos cos
B
B
B
p
q
r

   
   
    
         
         



(3)
The reverse transformation, to derive the Euler angle rates B from the cockpit rates, is given by
thetransformation:
1 sin tan cos tan
0 cos sin
0 sin sec cos sec
B
B
B
p
q
r
    
  
   
     
           
         



(4)
III. SIMULATION AND IMPLEMENTATION OF A MOTION SYSTEM
Acceleration sensation, linear and angular motion are provided by actuators attached between the moving
platform and base platform. By providing strong initial motion sensation, the pilot is response to the change of
velocity and acceleration. The wash-out filters can remove accelerations and restore the moving platform
displacement to neutral position. Because of the mechanical limits of the motion platform, particularly the
maximum actuator displacements and the maximum actuator velocities the motion platform needs to go back to
the initial state after completing a flight behavior ,so that it is positioned to generate new motion sensations.
Fig -3: Schematic diagram of the motion washout algorithm
Figure 3 shows the schematic principle of motion washout algorithm. The high-pass filter responds to
sudden changes to provide onset sensations as linear accelerations,but this motion reach the limits quickly.
Sustained motion is represented through tilting the cabin that offers the gravitational acceleration vector. The
relatively slow cabin motion as angular accelerations is achieved by thelow-pass filter.
3.1 The Washout Algorithm
The high-pass filter can be designed and implemented as a three-order system. As the velocity addition to
maximum value, the acceleration needs to reduce to zero without pilot’s sensation. As well, with the position of
the actuator increases, the washout algorithm is used toreduce the platform acceleration and velocity to zero.
The actuator position back to zero through the integrator. The effect of the high-pass filter is to offer the initial
motionsensations, but to wash out these sensations before the actuator reaches its limited displacement.
The three-order form of filter is for high-pass filter of acceleration, and the two-order form of filter is for
low-pass filter of acceleration and high-pass for angular velocity. Those are partly presented as below.
Development and Implementation of a Washout Algorithm for a 6-dof Motion Platform of Flight
www.ijres.org 11 | Page
The three-order form of high-pass filter for acceleration is given by
2
1
2 2
12
h
i n n
x k s s
x s s s  
 
  
(5)
Where ix is the input position, hx is the output position, is the damping ratio, 2 n corresponds to the viscous
damping of the actuator.
The two-order form of low-pass filter for angular velocity is given by
2
2 2 2
arctan
2
ix
k
s s g


 
   
    
    

(6)
1k and 2k are proportionality coefficient. We chose x axes direction to simulation and the value of
different parameters are decided by debugging the motion washout algorithm repeatedly. Table 1 shows the
value of algorithm parameters.
Table 1 parameters of washout algorithm
Parameters
1k 2k hx hx lx lx
Values 0.9 0.9 1 2.6 1 5
3.2 Simulation and Analysis
The effect of a high-pass filter on the platform motion is shown in Figure 4 to 6. Figure 4 is the vertical
displacements. The toptrace shows vertical displacement of the cockpit which simulated an aircraft from
horizontal flight to climb up.Figure 6 shows themoving platform longitudinal acceleration. The initial
acceleration reaches 0.03 g before it is washed out. The longitudinal acceleration is washed out to zero without
any sensations which proved the washout algorithm is effective. Themoving platform displacement is
approximately 19 in before it is washed out to zero as shown in figure 5. Notice that the moving platform does
not exceed its limitsof acceleration respectively, in the longitudinalaxis. In fact, a higher-order filter is likely to
be used to improve the response.
The motion system response with a low-pass filter is shown in Figure 7 and 8, for an applied yaw angular
velocityincreasing to 15 deg/sec after approximately 10 s. Figure 7 trace shows the yaw angular velocity through
low pass filter and figure 8 trace shows yaw angle through low pass filter of the moving platform.
Fig -4: Vertical displacement
Development and Implementation of a Washout Algorithm for a 6-dof Motion Platform of Flight
www.ijres.org 12 | Page
Fig -5: Position of 6-dof parallel platform
Fig -6: Longitudinal acceleration
Development and Implementation of a Washout Algorithm for a 6-dof Motion Platform of Flight
www.ijres.org 13 | Page
Fig -7:Yaw angular velocity through low pass filter
Fig -8: Yaw angle through low pass filter
IV. CONCLUSIONS
In this paper we developed and implemented a classical washout algorithm which can simulate the actual
aircraft with high fidelity. The developed washout algorithm can complete flight mission within limitation of the
motion system. To overcome the signal distortion and the phase delay of the classical washout algorithm, we
eliminated the low pass filter in tilt coordination algorithm. To attempt to replicate aircraft cues as accurately as
possible, considerable effort is given to the selection of filter coefficients and the design of high-order
algorithms. The washout algorithm was evaluated though computer simulation. It was verified that the
developed washout algorithm is efficient. The washout algorithm should be improved with considerations of
human sensation model and motion sensation recognized by pilot.
Development and Implementation of a Washout Algorithm for a 6-dof Motion Platform of Flight
www.ijres.org 14 | Page
REFERENCES
[1] Gao Z, Zhang D, Ge Y. Design optimization of a spatial six degree-of-freedom parallel manipulator based on artificial intelligence
approaches. Robotics and Computer-Integrated Manufacturing 28(4), 2010, 484-92.
[2] Ki Sung You, Min Cheol Lee, Euggene Kang, Wan Suk Yoo, Development of a Washout Algorithm for a Vehicle Driving
Simulator Using New Tilt Coordination and Return Mode. Journal of Mechanical Science and Technology 19(1), 2005,272-282.
[3] Grant, P.R., Reid, L.D.: Motion washout filter tuning: Rules and requirements. Journal ofAircraft 1997, 34(2), 145–151
[4] Gianmarc Coppola, DanZhang, KefuLiu b. A 6-DOF reconfigurable hybrid parallel manipulator. Robotics and Computer-
Integrated Manufacturing 30, 2014, 99-106.
[5] X.M.GONG, X.H. LI and S.A.WANG. New motion cueing algorithm for driving simulator based on variant harmonic wavelet.
International Journal of Automotive Technology16(1), 2015, 117-126.

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Development and Implementation of a Washout Algorithm for a 6-dof Motion Platform of Flight Simulator

  • 1. International Journal of Research in Engineering and Science (IJRES) ISSN (Online): 2320-9364, ISSN (Print): 2320-9356 www.ijres.org Volume 3 Issue 7 ǁ July 2015 ǁ PP.08-14 www.ijres.org 8 | Page Development and Implementation of a Washout Algorithm for a 6-dof Motion Platform of Flight Simulator Wu Jiang1 , He Fajiang2 1 (School of Mechanical Engineering, Shanghai University of Engineering Science, Shanghai 201620, China) 2 (School of Air Transportation, Shanghai University of Engineering Science, Shanghai 201620,China) Corresponding author: He Fajiang ABSTRACT: Flight simulators for pilot training is extremely important due safety and economic factors. Flight simulator needs to simulate different kinds of complicated motion state such as roll, pitch and yaw angles. It has six-degree of freedom, high precision, high rigid, modular design and many other advantages. The motion system responds to the aircraft linear and angular accelerations in order to compute the most appropriate cabin motion to replicate these accelerations, subject to the displacement limits and the velocity limits of the actuators. The cabin accelerations are filtered in order to compute the most appropriate cabin motion to replicate the actual airplane accelerations. This paper developed and implemented a motion washout algorithm that can enhance the fidelity of motion platform and the cabin motion never exceeds the mechanical limits of the motion platform, particularly the maximum actuator displacements and the maximum actuator velocities. Keywords: Motion washout algorithm, Flight Simulator, 6-dof motion platform, Simulation fidelity I. INTRODUCTION Currently, parallel motion platform has been studied and applied widely result from its advantages in terms of rigidity, accuracy, simple structure and ability of large load bearing. Lots of various advantages have been discussed in the research literature [1]. Because of its obvious asset the 6-dof parallel motion platform has been used on flight simulator. A flight simulator has two most important functions, one is flight training the other is research and development [2]. A flight simulator must provide linear motion along the three axis and angular motion around the three axes of the plane to the pilot. The 6-dof parallel motion platform will make the motion such as pitching, yawing, rolling, acceleration, deceleration, and even turbulence, so it can simulate the motion of a real plane. Motion washout algorithm [3] can limit motion range of a flight simulator within a physical limitation of the 6-dof parallel motion platform. This paper proposed a novel motion washout algorithm that can accurately transform aircraft specific force into flight simulator platform motions at high fidelity within the flight simulator’s physical limitations. It is important to design reasonable washout algorithms to replicate real aircraft sensations for pilots in limited space as accurately as possible. In this paper we developed and implemented washout algorithm, the results present the washout algorithm can improve the fidelity of flight simulator motion platform effectively. II. 6-DOF PARALLEL MOTION PLATFORM Compared to series platforms,6-dof parallel motion platform offer the advantages of high stiffness, speed capability, precision, low inertia at the expense of smaller workspace and ability to bear large loads [4]. So the 6-dof parallel motion platform have been used in military, industry and recreation result from its virtues. Flight simulator is used to simulate the actual airplane on the ground. As an important part of flight simulator, the performance of the 6-dof parallel motion platform will directly affect the fidelity of flight simulation. Flight simulator with 6-dof parallel motion platform have the main outstanding virtues in reducing training costs, risks and improving training efficiency [5]. As the key parts of the 6-dof parallel motion platform, motion washout algorithm could compensate for the defects of flight simulator to enhance fidelity in flight simulation. Figure 1 is the structure drawing of a 6- dof parallel motion platform.
  • 2. Development and Implementation of a Washout Algorithm for a 6-dof Motion Platform of Flight www.ijres.org 9 | Page Fig -1: Schematic view of the 6-dof parallel motion platform 2.1 The Coordinate of 6-dof Parallel Motion Platform Fig -2: Frame assignment for the 6-dof parallel motion platform The coordinate systems of 6-dof parallel motion platform has been constructed and illustrated in figure 2. The {B} coordinate system is the base coordinate system fixed to the base platform, the origin B of {B} is the geometry center of base platform, while the {M} is attached to the moving platform , the origin M of {M} is also the geometry center of moving platform. And cockpit systems coordinate is {A} with an origin A at the centroid of the cockpit. We assume the center of the vestibular system isfixed to the origin of cockpit systems coordinate in order to simplify calculation. All axes will be assumed to be orthogonal right hand axes, that is, positive forwards, positive right and positive down as shows in figure 2. 2.2 Translation Between Frames The motion platform system needs to respond to the linear and angular accelerations like a real plane. The cockpit accelerations aretransformed from the centroid of flight simulator cockpit to the pilot position and finally to the base frame in order to compute the actuator lengths. The cockpit accelerations and displacement of moving platform are filtered sothat the moving platform motion never go beyond themaximum actuator displacements and the maximum actuator velocities. Z-Y-X Euler angle is used to express the rotation matrix R from {A} to {B}.The linear velocities are u, v and w; the angular velocities are p, q and r about the response x, y and z axes. Cockpit orientation about the cockpit systems coordinate can be defined as three angles, the path angle , the roll angle and the yaw angle  , known as Euler angles.
  • 3. Development and Implementation of a Washout Algorithm for a 6-dof Motion Platform of Flight www.ijres.org 10 | Page c c c s s s c c s c s s R s c c c s s s s s c c s s c s c c                                         (1) Where, c=cos, s=sin. We need to translate the acceleration of A to the acceleration of B, is given by the transformation: ba R a    (2) Where ba  is the acceleration of B and a  is the acceleration of A. Cockpit orientation can be defined with respect to base coordinate, providing three angles, the path angle B , the roll angle B and the yaw angle B . The cockpit rates are given by: 1 0 sin 0 cos cos sin 0 sin cos cos B B B p q r                                      (3) The reverse transformation, to derive the Euler angle rates B from the cockpit rates, is given by thetransformation: 1 sin tan cos tan 0 cos sin 0 sin sec cos sec B B B p q r                                            (4) III. SIMULATION AND IMPLEMENTATION OF A MOTION SYSTEM Acceleration sensation, linear and angular motion are provided by actuators attached between the moving platform and base platform. By providing strong initial motion sensation, the pilot is response to the change of velocity and acceleration. The wash-out filters can remove accelerations and restore the moving platform displacement to neutral position. Because of the mechanical limits of the motion platform, particularly the maximum actuator displacements and the maximum actuator velocities the motion platform needs to go back to the initial state after completing a flight behavior ,so that it is positioned to generate new motion sensations. Fig -3: Schematic diagram of the motion washout algorithm Figure 3 shows the schematic principle of motion washout algorithm. The high-pass filter responds to sudden changes to provide onset sensations as linear accelerations,but this motion reach the limits quickly. Sustained motion is represented through tilting the cabin that offers the gravitational acceleration vector. The relatively slow cabin motion as angular accelerations is achieved by thelow-pass filter. 3.1 The Washout Algorithm The high-pass filter can be designed and implemented as a three-order system. As the velocity addition to maximum value, the acceleration needs to reduce to zero without pilot’s sensation. As well, with the position of the actuator increases, the washout algorithm is used toreduce the platform acceleration and velocity to zero. The actuator position back to zero through the integrator. The effect of the high-pass filter is to offer the initial motionsensations, but to wash out these sensations before the actuator reaches its limited displacement. The three-order form of filter is for high-pass filter of acceleration, and the two-order form of filter is for low-pass filter of acceleration and high-pass for angular velocity. Those are partly presented as below.
  • 4. Development and Implementation of a Washout Algorithm for a 6-dof Motion Platform of Flight www.ijres.org 11 | Page The three-order form of high-pass filter for acceleration is given by 2 1 2 2 12 h i n n x k s s x s s s        (5) Where ix is the input position, hx is the output position, is the damping ratio, 2 n corresponds to the viscous damping of the actuator. The two-order form of low-pass filter for angular velocity is given by 2 2 2 2 arctan 2 ix k s s g                    (6) 1k and 2k are proportionality coefficient. We chose x axes direction to simulation and the value of different parameters are decided by debugging the motion washout algorithm repeatedly. Table 1 shows the value of algorithm parameters. Table 1 parameters of washout algorithm Parameters 1k 2k hx hx lx lx Values 0.9 0.9 1 2.6 1 5 3.2 Simulation and Analysis The effect of a high-pass filter on the platform motion is shown in Figure 4 to 6. Figure 4 is the vertical displacements. The toptrace shows vertical displacement of the cockpit which simulated an aircraft from horizontal flight to climb up.Figure 6 shows themoving platform longitudinal acceleration. The initial acceleration reaches 0.03 g before it is washed out. The longitudinal acceleration is washed out to zero without any sensations which proved the washout algorithm is effective. Themoving platform displacement is approximately 19 in before it is washed out to zero as shown in figure 5. Notice that the moving platform does not exceed its limitsof acceleration respectively, in the longitudinalaxis. In fact, a higher-order filter is likely to be used to improve the response. The motion system response with a low-pass filter is shown in Figure 7 and 8, for an applied yaw angular velocityincreasing to 15 deg/sec after approximately 10 s. Figure 7 trace shows the yaw angular velocity through low pass filter and figure 8 trace shows yaw angle through low pass filter of the moving platform. Fig -4: Vertical displacement
  • 5. Development and Implementation of a Washout Algorithm for a 6-dof Motion Platform of Flight www.ijres.org 12 | Page Fig -5: Position of 6-dof parallel platform Fig -6: Longitudinal acceleration
  • 6. Development and Implementation of a Washout Algorithm for a 6-dof Motion Platform of Flight www.ijres.org 13 | Page Fig -7:Yaw angular velocity through low pass filter Fig -8: Yaw angle through low pass filter IV. CONCLUSIONS In this paper we developed and implemented a classical washout algorithm which can simulate the actual aircraft with high fidelity. The developed washout algorithm can complete flight mission within limitation of the motion system. To overcome the signal distortion and the phase delay of the classical washout algorithm, we eliminated the low pass filter in tilt coordination algorithm. To attempt to replicate aircraft cues as accurately as possible, considerable effort is given to the selection of filter coefficients and the design of high-order algorithms. The washout algorithm was evaluated though computer simulation. It was verified that the developed washout algorithm is efficient. The washout algorithm should be improved with considerations of human sensation model and motion sensation recognized by pilot.
  • 7. Development and Implementation of a Washout Algorithm for a 6-dof Motion Platform of Flight www.ijres.org 14 | Page REFERENCES [1] Gao Z, Zhang D, Ge Y. Design optimization of a spatial six degree-of-freedom parallel manipulator based on artificial intelligence approaches. Robotics and Computer-Integrated Manufacturing 28(4), 2010, 484-92. [2] Ki Sung You, Min Cheol Lee, Euggene Kang, Wan Suk Yoo, Development of a Washout Algorithm for a Vehicle Driving Simulator Using New Tilt Coordination and Return Mode. Journal of Mechanical Science and Technology 19(1), 2005,272-282. [3] Grant, P.R., Reid, L.D.: Motion washout filter tuning: Rules and requirements. Journal ofAircraft 1997, 34(2), 145–151 [4] Gianmarc Coppola, DanZhang, KefuLiu b. A 6-DOF reconfigurable hybrid parallel manipulator. Robotics and Computer- Integrated Manufacturing 30, 2014, 99-106. [5] X.M.GONG, X.H. LI and S.A.WANG. New motion cueing algorithm for driving simulator based on variant harmonic wavelet. International Journal of Automotive Technology16(1), 2015, 117-126.