Dynamic Model of Flexible Link Manipulators with Translational and Rotational Joints
Mathematical model of two flexible
manipulators with translational and rotational joints
has been presented based upon finite element method
and Lagrange equations. T-R model is the new model
which is developed from single flexible link
manipulator with only rotational joint. R-T model
shows difference points between translational joint
and rotational joint.
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Journal of Science & Technology 127 (2018) 022-028
22
Dynamic Model of Flexible Link Manipulators with Translational and
Rotational Joints
Bien Xuan Duong1,*, My Anh Chu1, Khoi Bui Phan2
1 Military Technical Academy, No. 236, Hoang Quoc Viet, Cau Giay, Hanoi, Viet Nam
2Hanoi University of Science and Technology, No. 1, Dai Co Viet, Hai Ba Trung, Hanoi, Viet Nam
Received: August 10, 2017; Accepted: June 25, 2018
Abstract
In this paper, two nonlinear dynamic models of flexible manipulator with translational and rotational joints are
formulated based on Finite Element Method (FEM). Dynamic equations of manipulators are derived by using
Lagrange equations. The new model TR (Translational-Rotational) is developed based on single flexible link
manipulator with only rotational joint. The difference between flexible manipulators which have only
rotational joints and others with translational joint is presented in RT model. Dynamic behaviors of flexible
manipulators are analyzed through values of joints variable and elastic displacements at the end-effector
point. The numerical simulation results are calculated by using MATLAB/SIMULINK toolboxes. The results of
this study play an important role in modeling generalized planar flexible two-link robot, in designing the
control system and basing on select the suitable structure robot with the same request.
Keywords: Dynamic model, flexible link, translational joint, elastic displacements
1. Introduction1
Years ago, a number of researches focused on
the flexible manipulator. Most of the investigations
on the dynamic modeling of robot manipulators with
elastic arms have been confined to manipulators with
only revolute joints. Combining such systems with
translational joints enables these robots to perform
manipulation tasks in a much larger workspace, more
flexibility and more applications. The flexible robot
arm constructed with couples of rotational–
translational joints (R-T/T-R joints) challenge the
modeling and analysis for the robot. The two main
methods for dynamic modeling of flexible link
manipulators are the FEM and assumed mode method
(AMM). Although the AMM has been used widely to
model and analyze flexible links manipulators but
most of studied have only considered the rotational
joints. The FEM is a general method and it can be
applied to the manipulators with complexly shaped
links. This technique is used of this paper.
Few authors have studied the manipulator with
only translational joint. Wang and Duo Wei [1]
presented a single flexible robot arm with
translational joint. Dynamic model analysis is based
on a Galerkin approximation with time dependent
basis functions. They also proposed a feedback
control law in [2]. Kwon and Book [3] present a
single link robot which is described and modeled by
* Corresponding author: Tel.: (+84) 166.7193.567
Email: xuanbien82@yahoo.com
using assumed modes method (AMM). Other authors
have focused on the flexible manipulator with a link
slides through a translational joint with a
simultaneous rotational motion (R-T robot). Pan et al
[4] presented a model R-T with FEM method. The
result is differential algebraic equations which are
solved by using Newmark method. Yuh and Young
[5] proposed the partial differential equations with R-
T system by using AMM. Al-Bedoor and Khulief [6]
presented a general dynamic model for R-T robot
based on FEM and Lagrange approach. They defined
a concept which is translational element. The stiffness
of translational element is changed. The translational
joint variable is distance from origin coordinate
system to translational element. The number of
element is small because it is hard challenge to build
and solve differential equations. Khadem [7] studied
a three-dimensional flexible n-degree of freedom
manipulator having both revolute and translational
joint. A novel approach is presented using the
perturbation method. The dynamic equations are
derived using the Jourdain’s principle and the Gibbs-
Appell notation. Korayem [8] also presented a
systematic algorithm capable of deriving equations of
motion of N-flexible link manipulators with revolute-
translational joints by using recursive Gibbs-Appell
formulation and AMM.
In this work, two nonlinear dynamic models of
flexible manipulator with translational and rotational
joints are presented based on using FEM and
Lagrange equations. The flexible link is assumed
Euler-Bernoulli beam. The first model is shown in
Journal of Science & Technology 127 (2018) 022-028
23
fig. 1 (called T-R model). The second model is
presented in fig. 2 (called R-T model). Flexible link
slides through the base of translational joint which
rotates at the fixed point. Both motion on horizontal
plane and ignore the effect of gravity and structure
damping. The boundary conditions of both are
differently. The differences between flexible
manipulators which have only rotational joints and
others with translational joint are mentioned.
Furthermore, T-R model has not been mentioned yet.
2. Dynamic modeling
2.1. General equations of motion
In both model, the coordinate system XOY is
the fixed frame. The translational joint variable ( )d t
is driven by force ( )TF t . The rotational joint variable
( )q t
is driven by torque ( )t . Both joints are
assumed rigid. Flexible link is divided n elements.
Elements are assumed interconnected at certain points
which are known as nodes. Each element has two
nodes. Each node of element j has 2 elastic
displacement variables which are flexural ( 2 1ju − ) and
slope displacements ( 2 ju ). Fundamentally, the
dynamic equations motion relies on the Lagrange
equations with Lagrange function L T P= − are
given by [9]
( ) ( )
( )
T T
d L L
t
dt tt
− =
F
QQ
(1)
Where, T
and P
are kinetic and potential energy of
system. External generalized forces vector is defined
as
( ) ( ) ( )1 2 0 . . 0 0
T
t F t F t= F
(2)
Specific generalized coordinate vector is given by
( ) ( ) ( )1 2 1 2 1 2 2. .
T
n nt q t q t u u u+ += Q
(3)
Elastic displacements vector of element j is
( ) 2 1 2 2 1 2 2
T
j j j jj
t u u u u− + + = Q (4)
In T-R case, driving forces and joints variables are
( ) ( ) ( ) ( ) ( ) ( ) ( ) ( )1 2 1 2; ; ;TF t F t F t t q t d t q t q t= = = =
Kinetic and potential are
T RT T −= and
T RP P −= .
In R-T case, respectively, 1 2( ) ( ); ( ) ( )TF t t F t F t= = ,
1 2( ) ( ); ( ) ( )q t q t q t d t= = and ,
R T R TT T P P− −= = .
When kinetic and potential energy are known, it is
possible to express Lagrange equations as shown
( ) ( ) ( )tM Q Q+C Q,Q Q+KQ = F (5)
Coriolis force are calculated as
( ) ( ) ( )
1
, . . .
2
T = −
C Q Q Q M Q Q Q MQ
Q
(6)
Structural damping is ignored in this paper.
Mass matrix M and stiffness matrix K
are
calculated by using FEM theory in each detail case,
respectively. Size of matrices ,M K and C is
(2 4) (2 4)n n+ + and size of ( )tF and ( )tQ is
(2 4) 1n+ .
2.2. The T-R configurations
The T-R model is shown as fig. 1. The
translational joint moves along its axis. The
translational joint variable ( )d t is distance from
origin point of fixed coordinate to position of
translational joint. Coordinate system 1 1 1X OY is
attached to end point of link 1. Coordinate system
2 2 2X O Y is attached to first point of link 2. Link 1
with length 1L
is assumed rigid and link 2 with length
2L
is assumed flexibility. Symbol tm is mass of
payload on the end-effector point. Coordinate 01r of
end point of link 1 on XOY is computed as
( )01 1
T
L d t= r . Coordinate 2 jr of element j on
2 2 2X O Y can be found as
( ) ( )2 j1 , ;0
T
j e j j j ej l x w x t x l = − + r
. Where,
length of each element is 2
e
L
l
n
= and
( ) ( ) ( ),j j j j jw x t x t=N Q
is total elastic
displacement of element. The vector of shape
function ( )j jxN is presented in [9]. Coordinate of
element j on 1 1 1X OY is
1
21 2 2.j j=r T r . Where,
( ) ( )
( ) ( )
1
2
cos sin
sin cos
q t q t
q t q t
−
=
T is transformation matrix
from 2 2 2X O Y to 1 1 1X OY .
Fig. 1. T-R model
Journal of Science & Technology 127 (2018) 022-028
24
Coordinate 02 jr of element j on XOY is
02 01 21j j= +r r r . Coordinate 0Er of end point of
flexible link 2 on XOY can be computed as
( ) ( )
( ) ( ) ( )
1 2 2 1
0
2 2 1
cos sin
sin cos
nT R
E
n
L L q t u q t
d t L q t u q t
+−
+
+ −
=
+ +
r (7)
If assumed that robot with all of links are rigid,
coordinate
0 _
T R
E rigid
−
r on XOY is given as
( ) ( ) ( )
0 _ 1 2 2
cos sin
E rigid
TT R L L q t d t L q t− = + + r (8)
The kinematic energy of rigid link 1 can be computed
as 1 1 01 01
1
. .
2
T R TT m− = r r . Where, symbol 1m is the
mass of first link. Kinetic energy of element j is
determined as
( ) ( ) ( )
02 02
2 2
0
2
1
2
1
2
e
T
l j jT R
j j
T
T R T R T R T R
j jg j jg
T m dx
t t
T t t
−
− − − −
=
=
r r
Q M Q
(9)
Where,
2m is mass per meter of link 2. Generalized
elastic displacement vector of element j is given as
( ) ( ) ( ) 2 1 2 2 1 2 2
T
T R
jg j j j jt d t q t u u u u
−
− + +
= Q
(10)
Each element of inertial mass matrix T R
j
−
M can be
computed as
( ) 02 022
0
, ;
, 1,2,..,6
e
T
l j jT R
j j
js je
s e m dx
Q
s e
Q
−
=
=
r r
M
(11)
Where, jsQ and jeQ are the ,
th ths e element of
( )T Rjg t
−
Q vector. It can be shown that
T R
j
−
M
is of the
form
rr rfT R
j
fr base
−
=
M M
M
M M
(12)
Where, matrix baseM is the base mass matrix which is
given as
2 2
2 2 2 2
2 3 2 3
2 2 2 2
as
2 2
2 2 2 2
2 3 2 3
2 2 2 2
13 11 9 13
35 210 70 420
11 1 13 1
210 105 420 140
9 13 13 11
70 420 35 210
13 1 11 1
420 140 210 105
e e e e
e e e e
b e
e e e e
e e e e
m l m l m l m l
m l m l m l m l
m l m l m l m l
m l m l m l m l
−
−
=
−
− − −
M
( 3)
Matrix
11 12
21 22
rr
m m
m m
=
M has elements which are
computed as
( ) ( )
( ) ( )
( ) ( )
11 2 12 21
2 2 2
12 2 2 1
2 1
2 2 2
2 2 2 2
2
2 2 2 1 2 2 1 2 2
22 2
2 2 1 2
. ; ;
sin sin
1
12cos 6sin
12
6sin 6cos
210 ( 1) (2 3
2 ) 22 ( )1
210 13 (
e
e j e j
e e j
j e
e e j j j
j e j j j j
e
e j j j
m m l m m
q l u q l u
m m l q jl q u
q u q l
l j j l u u u
u l u u u u
m m l
l u u u
+
−
+
+
+ − + +
+
= =
−
= − − +
+ +
− + −
+ + −
=
+ − 21 2 2
2 2
2 1 2 1 2 1 2 1
) 70
78( ) 54
j e
j j j j
u l
u u u u
− +
− + − +
+
+ + +
(14)
Matrix
13 14 15 16
23 24 25 26
T
rf fr
m m m m
m m m m
= =
M M has
elements which are computed as
2
13 15 2 14 2
2
16 14 23 2
3 2
24 2 25 2
3
26 2
1 1
cos ; cos ;
2 12
1
; (10 7);
20
1 1
(5 3); (10 3);
60 20
1
(5 2);
60
e e
e
e e
e
m m m l q m m l q
m m m m l j
m m l j m m l j
m m l j
= = =
= − = −
= − = −
= − −
(15)
Total elastic kinetic energy of link 2 is yielded as
( ) ( ) ( )2
1
1
2
n
T
T R T R T R T R T R
e j e
j
T T t t− − − − −
=
= = Q M Q (16)
The mass matrix
T R
e
−
M is constituted from matrices
of elements follow FEM theory, respectively. The
generalized coordinate vector of system is defined as
( ) ( ) ( ) 1 2 1 2 2. .
TT R
n nt d t q t u u u
−
+ += Q (17)
Kinetic energy of payload is
( )0 0
1
. .
2
T
T R T R T R
P t E ET m
− − −= r r and kinetic energy of
system is determined as
( ) ( ) ( )
1
1
2
T R T R T R T R
e P
T
T R T R T R T R
T T T T
T t t
− − − −
− − − −
= + +
= Q M Q
(18)
Matrix
T R−
M is total mass matrix. The gravity effects
can be ignored as the robot movement is confined to
the horizontal plane. Defining E and I are Young’s
modulus and area moment of inertia link 2. Elastic
Journal of Science & Technology 127 (2018) 022-028
25
potential energy of element j
with stiffness matrix
baseK which is presented as [9] is given as
( )
2
2
20
,1
2
1
( ) ( )
2
el j jT R
j j
j
T R T T R
j j j j
w x t
P EI dx
x
P t t
−
− −
=
=
Q K Q
(19)
Stiffness matrix of element j
is defined as
0 0 0
0 0 0
0 0
T R
j
base
−
=
K
K
(20)
Where,
3 2 3 2
2 2
as
3 2 3 2
2 2
12 6 12 6
6 4 6 2
12 6 12 6
6 2 6 4
e e e e
e ee e
b e
e e e e
e ee e
EI EI EI EI
l l l l
EI EI EI EI
l ll l
EI EI EI EI
l l l l
EI EI EI EI
l ll l
−
−
=
− − −
−
K (21)
Total elastic potential energy of system is yielded as
( ) ( ) ( )
1
1
2
n
T
T R T R T R T R
j
j
P P t t− − − −
=
= = Q K Q (22)
Total stiffness matrix
T R−
K is constituted from
matrices of elements follow FEM theory similar
T R−
M matrix, respectively.
2.3. The R-T configurations
The R-T model is shown as fig. 2. Flexible link
2 is divided n elements. The position of elements k
continuously changes through translational joints.
The angle 0 is the angle between 1 1O X and 2 2O X .
The translational joint variable ( )d t is the distance
from element k at the origin coordinate system to the
end point of link 2. The value of k depends on time.
The position of other elements is changed, too. Total
length of flexible link 2 is 2L . Length of each element
is 2
e
L
l
n
= . Element k is inside the hub of the
translational joint and we have contact
formulas ( )2ek.l = L - d t . Effect of the length of hub
is ignored.
Fig. 2. R-T model
It is noteworthy to mention that value of k is the
number of position element k . So, it must be take raw
value of k in computing process. Coordinate jr on
2 2 2X O Y
of element j is
( ) ( ) ( )2 j1 ,
T
j e j jj l L d t x w x t = − − + + r
and on
XOY
is 0 2
0 01 1 1. .j j= +r r T T r . Transformation matrix
1
0T between XOY and 1 1 1X OY is
( ) ( )
( ) ( )
0
1
cos sin
sin cos
q t q t
q t q t
−
=
T . Transformation matrix
2
1T between 1 1 1X OY and 2 2 2X O Y is
0 02
1
0 0
cos sin
sin cos
−
=
T . Coordinate of end point of
link 1 on XOY is 01 1 1.cos ( ) .sin( )
T
L q t L t=r .
Coordinate of end-effector is given as
( ) ( ) ( )
( ) ( ) ( )
1 2 1
0
1 2 1
.cos .sin
.sin .cos
nR T
E
n
d t L q t u q t
d t L q t u q t
+−
+
+ −
=
+ +
r (23)
If assumed that link 2 is rigid, coordinate
0 _
R T
E rigid
−
r on
XOY is given as
( ) ( )
( ) ( )
1
0 _
1
.cos
.sin
R T
E rigid
d t L q t
d t L q t
−
+
=
+
r (24)
Kinetic and potential energy of R-T system are
calculated by using the same method in T-R case
( ) ( ) ( ) ( )0 0
1 1
. .
2 2
R T R T R T
e P
T T
R T R T R T R T R T R T
e t E E
T T T
T t t m
− − −
− − − − − −
= +
= +Q M Q r r
(25)
Journal of Science & Technology 127 (2018) 022-028
26
( ) ( ) ( )
1
1
2
n
T
R T R T R T R T R T
j
j
P P t t− − − − −
=
= = Q K Q (26)
Where,
R T
eT
−
is the elastic kinetic and
R T
PT
−
is kinetic
energy of payload. Mass matrix R Te
−
M and stiffness
matrix
R T−
K can be calculated by using FEM theory
following mass and stiffness matrices of all elements.
Mass matrix of element j with mass per meter 2m
is
given as T R
j
−
M at recipe (12). It noted that baseM is
the same but others elements are difference. They are
computed as
( )
( )( )
( )( )
( )( )
( )
11
12 2 2 2 2 2 1 2 1
13 2 1 2
2
14 2 1 2
15 2 1 2
2
16 2 1 2
( , , , , ( ), ( ));
1
6 6
12
1
10 10 10 10 7
20
1
5 5 5 5 3
60
1
10 10 10 10 3
20
1
5 5 5 5 2
60
j
e e j e j j j
e e e
e e e
e e e
e e
m f m le j L d t Q t
m m l l u l u u u
m m l jl d t L L l
m m l jl d t L L l
m m l jl d t L L l
m m l jl d t L L l
+ − +
=
= − − + +
= + + − −
= + + − −
= + + − −
= − + + − −( )
22 23 24 25 26. ; 0;
e
em m l m m m m= = = = =
(27)
Matrices
R T
base
−
M and R T
j
−
K have format as
T R
base
−
M , T R
j
−
K .
3. Boundary conditions
In T-R case, rotational joint of link 2 is
constrained so that elastic displacements of first node
of element 1 on link 2 can be zero. Thus variables
1 2,u u are zero. The rows and columns 3
th, 4th of
matrices , ,M K C and ( ) ( ),t tF Q vectors are
eliminated as presented in FEM theory.
In R-T case, the displacements of element k
are
zero because assumed that the translational joint hub
is treated as rigid. The rows and columns
( ) ( )2 1 ; 2
th th
k k− of matrices , ,M K C and ( ) ( ),t tF Q
vectors are eliminated and values of these are
changed, too. It is noteworthy to mention that value
of k depends on time. This boundary condition is
clearly different point between flexible link
manipulator with only rotational joints and flexible
link manipulator with combine translational joint and
rotational joint. So now, size of matrices ,M K,C is
( ) ( )2 2 2 2n n+ + and ( )2 2 1n+ is size of ( )tF
and ( )tQ vector. The k variable is continuously
updated for each time step in solving process. Vector
generalized coordinate ( )tQ is rebuilt after each
loop too because of changing value k variable.
4. Simulation results
Simulation specifications of two flexible models
are given by Table. 1.
Table 1. Parameters of dynamic models
Property T-R model R-T model
Length of link 1 (m) L1=0.1 L1=0.2
Mass of link 1 (kg) m1=1.4 m1=0.9
Flexible link parameters
Length of flexible
link (m)
L2=0.3 L2=0.8
Width (m) b=0.03 b=0.01
Thickness (m) h=0.003 h=0.002
Number of element n=5
Cross section area
(m2) (A=b.h)
A=9.10-5 A=2.10-5
Mass density (kg/m3) =7850
Mass per meter
(kg/m) (m2=.A)
0.7 0.157
Young’s modulus
(N/m2)
E=2.1010
Inertial moment of
cross section (m4)
I=b.h3/12=1.67.10-12
Mass of payload (g) mt=100 mt=20
Initial value at t=0
(m)
0 d0=0.4
β0 0
Simulation time (s) T=10
Dynamic equations (5) for both models are
solved by using MATLAB/SIMULINK toolboxes
with boundary conditions. The simulation results of
T-R model are shown in fig. 3, fig. 4 and fig. 5.
Driving force and torque of joints are built using
Bang-Bang rule which are shown fig. 3. Driving time
is 0.5(s). Dynamic behaviors of system are described
through values of joint variables and elastic
displacements in fig. 4 and fig. 5. Maximum values of
translational and rotational joint are 0.075(m) and
0.24(rad). These values are shown in fig. 4. Elastic
displacements at the end-effector point are presented
in fig. 5. Maximum values of these displacements are
0.14(m) and 0.25(rad) at 0.6(s). These displacements
are fast reduced after that with 0.02(m) and 0.035
(rad). The simulation results of R-T model are shown
from fig. 6 to fig. 8. The Bang-Bang rule in fig. 6 is
used for driving torque and force of joints. Fig. 7
shows values of joint variables. It note that value of
rotational joint continuously increases while
maximum value of translational joint increases from
initial value 0.4(m) to 0.51(m) at 0.5(s). Values
different of rotational joint between both models can
Journal of Science & Technology 127 (2018) 022-028
27
be explained by effect of higher nonlinearity in R-T
model, difference of boundary condition and
direction of motion of flexible link when value of
translational joint increase over time. Elastic
displacements at the end-effector point are shown in
fig. 8. Values of these displacements are smaller than
T-R case.
Fig. 3. Driving force and torque at joints of T-R
model
Fig. 4. Values of joint variables in T-R model
Fig. 5. Value of elastic displacements at the end-
effector point in T-R model
Fig. 6. Driving torque and force at joints in R-T
model
Fig. 7. Values of joint variables in R-T model
Fig. 8. Value of elastic displacement at the end-
effector point in R-T model
5. Conclusion
Mathematical model of two flexible
manipulators with translational and rotational joints
has been presented based upon finite element method
and Lagrange equations. T-R model is the new model
which is developed from single flexible link
manipulator with only rotational joint. R-T model
shows difference points between translational joint
and rotational joint. These difference points are
Journal of Science & Technology 127 (2018) 022-028
28
boundary conditions. The final models derived for the
flexible robot are nonlinear and complex. Simulation
results show that the response of flexible robots is
unstable especial without effect of structure damping
and needs to control. Moreover, the effects of
structure damping and varying payload on dynamic
characteristic of models have been studied and
discussed. The results in this paper are helpful and
important in development of modeling generalized
planar flexible two-link robot which combines
translational and rotational joints and designing
control system.
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