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Division Chassis & SafetyElectronic Brake Systems Simulation
1 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Dynamic Simulation of Electromagnets
European COMSOL Conference
5 November 2008
Presented at the COMSOL Conference 2008 Hannover
2 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Contents
1. Electronic brake systems by Continental Automotive Systems
ABS
ESC
2. COMSOL for electromagnetic actuators
Magnetic force
Armature movement by mesh deformation
Fast calculation of system dynamics
3. Conclusion
3 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Contents
1. Electronic brake systems by Continental Automotive Systems
ABS
ESC
2. COMSOL for electromagnetic actuators
Magnetic force
Armature movement by mesh deformation
Fast calculation of system dynamics
3. Conclusion
10 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Anti-lock brake system (ABS)
control slip between wheel and road
“stick friction > slip friction”
maximize force between wheel and road
maintain lateral guiding force
vehicle remains stable
vehicle can be steered
shorter stopping distance in most situations
targets:
11 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
ABS components
12 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
ABS hydraulic layout
brake pedal,booster,master cylinder
wheel brake
outlet valve
inlet valve
13 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
ABS active control
inlet valve closed outlet valve open
constant pressure phase pressure decrease phase
14 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
with ABS
Antilock Brake System ABS – µ-Split Braking
15 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
without ABS
Antilock Brake System ABS – µ-Split Braking
18 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Electronic Stability Control ESC – Active Yaw Control
19 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Electronic Stability Control ESC
ABS: Anti-lock Brake System+ EBD: Electronic Brake force Distribution+ TCS: Traction Control System+ AYC: Active Yaw Control
= ESC: Electronic Stability Control
20 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Contents
1. Electronic brake systems by Continental Automotive Systems
ABS
ESC
2. COMSOL for electromagnetic actuators
Magnetic force
Armature movement by mesh deformation
Fast calculation of system dynamics
3. Conclusion
21 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Electronic Stability Control ESC – Exploded View
MK60 ESC
22 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Electromagnetic inlet valve
23 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Magnetization of steel
densityflux magnetic1
field magnetic0
BHr
rr
µµ=
COMSOL > Physics > Equation System > Subdomain Settings
normB_qa = sqrt( eps + abs(Br_qa)^2 + abs(Bz_qa)^2 )
COMSOL > Physics > Subdomain Settings
0 5 10 15 20 25 30 35 400
0.2
0.4
0.6
0.8
1
1.2
1.4
1.6
1.8
2
magnetic field [kA/m]
flu
x d
ensity [
T]
24 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Materials, mesh, solution
saturation !
force : 23.1 N
25 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Contents
1. Electronic brake systems by Continental Automotive Systems
ABS
ESC
2. COMSOL for electromagnetic actuators
Magnetic force
Armature movement by mesh deformation
Fast calculation of system dynamics
3. Conclusion
26 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Geometry and deformation domain
simplified geometry armature with deformation domain armature with rigid hull
win
din
g
arm
atu
re
core
yoke
27 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Idea of ALE (“arbitrary Lagrangian-Eulerian”) mesh deformation
physical equation for u(r, z)
→ partial diff´l equation (PDE) for U(R,Z):
R
Z
r
R
Z
z
reference coordinates space coordinates
),(
),(
ZRzz
ZRrr
=
=
(r, z)
U u
),(),(def
zruZRU =
R
z
z
u
R
r
r
u
R
U
∂
∂
∂
∂+
∂
∂
∂
∂=
∂
∂
Z
z
z
u
Z
r
r
u
Z
U
∂
∂
∂
∂+
∂
∂
∂
∂=
∂
∂
chain rule
R
z
Z
r
Z
z
R
r
∂
∂
∂
∂−
∂
∂
∂
∂=∆with
∂
∂
∂
∂−
∂
∂
∂
∂
∆=
∂
∂
R
z
Z
U
Z
z
R
U
r
u 1
∂
∂
∂
∂+
∂
∂
∂
∂−
∆=
∂
∂
R
r
Z
U
Z
r
R
U
z
u 1
solve system of equations
insert into PDE for u
28 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Determine the functions r(R, Z) and z(R, Z)
1. prescribed
a) physical deformation (e.g. structural mechanics)
b) explicit formula
2. from boundary conditions
a) Laplace smoothing:
b) Winslow smoothing:
02
2
2
2
=∂
∂+
∂
∂
Z
z
R
r
02
2
2
2
=∂
∂+
∂
∂
z
Z
r
R
recommended here
(purely axial motion of rigid parts)
29 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Explicit deformation z(Z)
-0.25 0 0.25 0.5 0.75 1 1.25-0.25
0
0.25
0.5
0.75
1
1.25
Z
z
?
30 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Continuous / differentiable deformations z(Z)
-0.25 0 0.25 0.5 0.75 1 1.25-0.25
0
0.25
0.5
0.75
1
1.25
Z
z
31 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
-0.25 0 0.25 0.5 0.75 1 1.25-0.25
0
0.25
0.5
0.75
1
1.25
Z
z
Continuous / differentiable deformations z(Z)
32 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
-0.25 0 0.25 0.5 0.75 1 1.25-0.25
0
0.25
0.5
0.75
1
1.25
Z
z
Continuous / differentiable deformations z(Z)
33 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Continuous / differentiable deformations z(Z)
-0.25 0 0.25 0.5 0.75 1 1.25-0.25
0
0.25
0.5
0.75
1
1.25
Z
z
34 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Continuous / differentiable deformations z(Z)
-0.25 0 0.25 0.5 0.75 1 1.25-0.25
0
0.25
0.5
0.75
1
1.25
Z
z
35 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Continuous / differentiable deformations z(Z)
-0.25 0 0.25 0.5 0.75 1 1.25-0.25
0
0.25
0.5
0.75
1
1.25
Z
z
36 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Continuous / differentiable deformations z(Z)
-0.25 0 0.25 0.5 0.75 1 1.25-0.25
0
0.25
0.5
0.75
1
1.25
Z
z
37 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Continuous / differentiable deformations z(Z)
-0.25 0 0.25 0.5 0.75 1 1.25-0.25
0
0.25
0.5
0.75
1
1.25
Z
z
38 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Continuous / differentiable deformations z(Z)
-0.25 0 0.25 0.5 0.75 1 1.25-0.25
0
0.25
0.5
0.75
1
1.25
Z
z
39 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Continuous / differentiable deformations z(Z)
-0.25 0 0.25 0.5 0.75 1 1.25-0.25
0
0.25
0.5
0.75
1
1.25
Z
z
40 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Continuous / differentiable deformations z(Z)
-0.25 0 0.25 0.5 0.75 1 1.25-0.25
0
0.25
0.5
0.75
1
1.25
Z
z
41 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Continuous / differentiable deformations z(Z)
-0.25 0 0.25 0.5 0.75 1 1.25-0.25
0
0.25
0.5
0.75
1
1.25
Z
z
recommended here:
linear deformation
42 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Geometry and deformation domain
simplified geometry armature with deformation domain armature with rigid hull
win
din
g
arm
atu
re
core
yoke
43 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Voltage step response – mesh deformation and magnetic field
44 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Voltage step response – eddy currents
45 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Voltage step response – armature motion
0 5 10 150
0.5
1
1.5
2
solenoid current [A]
with eddy currents
without eddy currents
0 5 10 150
10
20
30
40
50
magnetic force [N]
0 5 10 150
0.5
1
1.5
eddy current power [W]
time [ms]
armature
core
yoke
total
46 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Voltage step response – armature motion
0 0.5 1 1.5 2 2.5 30
0.1
0.2
0.3
0.4
0.5
gap [mm]
with eddy currents
without eddy currents
0 0.5 1 1.5 2 2.5 3-1
-0.8
-0.6
-0.4
-0.2
0
0.2
0.4
velocity [m / s]
time [ms]
47 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Comparison to experiment
Inlet valve - force versus gap for 250 ampere turns
0
2
4
6
8
10
12
14
16
0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8
gap [mm]
forc
e [
N]
COMSOL
test bench
48 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Contents
1. Electronic brake systems by Continental Automotive Systems
ABS
ESC
2. COMSOL for electromagnetic actuators
Magnetic force
Armature movement by mesh deformation
Fast calculation of system dynamics
3. Conclusion
49 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Static dependence of field on solenoid current (up to eddy currents)
coil
extrot
S
eInBevHE z
ϕσσ
rrrrr
=×−+−
Ar
rot=
0 (neglect eddy currents from field change)
t
AE
∂
∂−=
rr
JHrr
=rot
coil
ext
0
rotrot1
rotS
eInAevA
t
Az
r
ϕσ
µµσ
rrrr
r
=×−
+
∂
∂
),,( xvIAA ext
rr=
coil
ext)(
S
eInBevE z
ϕσ
rrrr
+×+=
ext)( JBvErrrr
+×+= σ BHr
rr=µµ0
50 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Dynamics of solenoid current: integral parameter magnetic flux
)(1
indextext UUR
I +=
+= ∫∫
coil
21
coilext
S
dzdrErS
nU
R
rπ
Ψ
−= ∫∫
4444 34444 21
r
coil
21
coilext
S
dzdrArS
n
dt
dU
Rπ
,1
Ψ−=
dt
dU
RI extext )(A
rΨ=Ψ ( )),,( xvIA ext
rΨ=
51 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
System dynamics
,1
Ψ−=
dt
dU
RI extext ),,( xvIextΨ=Ψ
),,( xvII Ψ= extext
),,(extext xvIRUdt
dΨ⋅−=
Ψ
+ armature equation of motion
+ simple effective eddy current model
0 1 2 3 4 50
10
20
30
40
50
60
Iext
[A]
ΨΨ ΨΨ [
mV
s]
4 m/s
2 m/s
0 m/s
-2 m/s
-4 m/s
• COMSOL solves
for
• look-up table / interpolation
prescrext )( Ψ=Ψ I
extI
52 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Effective eddy current model
( ))(eddy ti+)(tψ+solenoid resistance R
effective eddy current resistance Reddy
effective eddy current inductance Leddy
external voltage Uext(t)
( ))()()(' statext tIRtUt Ψ−=Ψ
)(stat ΨI
eddyi
)()(')(' eddyeddyeddyeddy tiRttiL −Ψ=
≈ ms 1
eddy
eddy
R
L
( )ms 02.01 ≈τ)()(')(' 21 ttt ψτψτ −Ψ=
determine Leddy , Reddy , τ1 , τ2 from least squares fit to Comsol result
53 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Generation of small systems of ordinary differential equations
),( yufy =&
y
f(u, y) Integrator
1/su
yy
u
look-up table
parameter fit
reduced linear model
field problem
(e.g. COMSOL)
dynamic system
(e.g. Simulink)
• fast solution
• parameter variation
• integration into comprehensive model
54 / Dr. Harald Biller / printed 21 October 2008 © Continental AG
Division Chassis & SafetyElectronic Brake Systems Simulation
Conclusion – simulation in industrial development
1. efficiency
fewer prototypes
better experiments
2. product performance
more variants
automatic optimization
functional insight
• “observe” new quantities
• isolate parameter influence
3. robust products
create limit configurations
study tolerances statistically