process of creating a fatigue damage model to enable
TRANSCRIPT
Confidential ©2019
PROCESS OF CREATING A FATIGUE DAMAGE MODEL TO ENABLE COMPUTER AIDED ENGINEERING (CAE) FATIGUE LIFE PREDICTION TO REDUCE COSTSAndrew Blows Principal Technical Specialist Body Strength & Durability CAE 4 July 2019
Creating a fatigue damage model
• Understanding your structure & CAE Limitation
• Fatigue Modes
• Fatigue Tests Results
• Internal Force from CAE joints
• Force to Stress Equations
• Stress to Life
• CAE Fatigue Prediction
2
AGENDA
Creating a fatigue damage model
• Understanding your structure & CAE Limitation
• Fatigue Modes
• Fatigue Tests Results
• Internal Force from CAE joints
• Force to Stress Equations
• Stress to Life
• CAE Fatigue Prediction
3
AGENDA
Understand your structure
• Exploded view showing the complexity of a BIW structure and the number of parts requiring structural joining.
DECIDE HOW MUCH TESTING IS NEEDED
All of the parts are jointed together.
CAE methods are needed to engineer the correct
number of joints in the body structure to meet all
the durability requirements
Understand your structure
Thousand of Joints :-
• Different Materials
• Thickness of parts
DECIDE HOW MUCH TESTING IS NEEDED
Understand your structure
WHY CREATE A FATIGUE DAMAGE MODEL ?
Force Amplitude vs. Fatigue Life
All Sheet Combinations plotted for Sheet Fatigue
Lap Shear
Coach Peel
5,000 repeats 2,000,000 repeats
Applied load
In a body structure the geometry and loading mode of each joint is not known
it is not possible to predict the fatigue life
• Design
• Costly Late design changes, New part & processes
• Pressing / Casting tool changes
• Manufacturing facility costs
• Additional facilities in an already planed and built factory.
• Assembly cycle time
• Delayed Launch
• Millions per day
• Profits
• Quality / Warranty / Loss Sales / Reputation
7
Understand the structural performance
WHY CREATE A FATIGUE DAMAGE MODEL ?
Understand your structure
• Identify the portion structure you are interested in
• Decide thickness combination of interest
• Extract forces and moments ( Peak, Range & Mean)
• Determine which coupon loading modes are the highest priority
• Decide how much force to test to
• Over loading introduces unnecessary failure modes
• Coupons may not be able to replicate system level failure modes.
DECIDE HOW MUCH TESTING IS NEEDED
Shear & Bending
Axial
Torsion
Identify whether joining technology is symmetrical ? Direction of SPR – Significant effect
In Line Lap Shear 3:3mm
3:3mm SPR
20
0,0
00
33
8,0
00
75
0,0
00
JOT374
JOT373
JOT375
A
C
B
Rivet Head
Rivet Head
Button Interior
Variation in Fatigue Life - 7.5 times
Dependant on direction of rivet
Just
over
100,0
00
Understand your coupons
Conduct detailed literature review
Discuss proposals with test department – coupon geometry – removal on in-plane rotation
Create a Test Matrix
Manufacture coupons using “Production process parameters”
Understand damage models in CAE Fatigue software
• Identify limiting factor / specific test required to enable software to be used
• Element type (Shells /SOLID connecting using CBAR/ACM/SOLID)
• Specific tests requires e.g. Stiff & Flexible
10
DECIDE HOW MUCH TESTING IS NEEDED
Bar ACM SOLID
Understand your coupons
Create FEA Model of coupons prior to Manufacture & Testing:-
• Decide on Joint modelling method , is suitable for joining technology
• e.g. SPR low in plane rotational stiffness
• Using same mesh refinement as structure
• Model to Gripping Fixture , alignment and clamped regions
Understand influence of coupon free length of forces & moments
− Non-linear / Buckling analyses
− Significant influence on loading ratio’s (Tension - Tension, Fully Reversed)
11
DECIDE HOW MUCH TESTING IS NEEDED
3mm/3mm
DatumR5
Free Length
= =
Coupon Drawing
Lap Shear Coach Peel
Understand limitations imposed
The importance of understanding the limitation that are imposed by reducing the scope physical tests needs to be understood and countermeasures incorporated into the design to mitigate these will be discuss
• Understand the failure modes in your jointing technology.
• Understand the limitation of CAE fatigue damage models being used.
• if you have not tested peel then you need to design to minimise the axial and bending in your joints, as you fatigue damage model will not predict this failure mode.
• If you have not tested for in of plane torsion – don’t have single discrete joints (spot welds, SPR)
13
UNDERSTAND LIMITATION OF FEA & FATIGUE
Torsion
AL RSW Test Matrix
For each thickness combination following no. of specimens
Lap Shear x 15
Coach Peel x 15
Top Sheet
(mm)
Bottom Sheet
(mm)
JOT271 Lap Shear 3 3
JOT273 Lap Shear 2 2
JOT274 Lap Shear 2 1
JOT275 Lap Shear 1 1
JOT276 Coach Peel 3 3
JOT277 Coach Peel 2 2
JOT278 Coach Peel 3 2
Creating a fatigue damage model
• Understanding your structure & CAE Limitation
• Fatigue Modes
• Fatigue Tests Results
• Internal Force from CAE joints
• Force to Stress Equations
• Stress to Life
• CAE Fatigue Prediction
15
AGENDA
Process of creating a fatigue damage model
16
UNDERSTAND YOUR JOINING TECHNOLOGY
A spot weld consists of three regions, which have different material properties :-
− weld nugget which is melted zone
− heat-affected zone (HAZ)
− base material sheets.
These spot weld’s regions are generated by resistance welding process (pressure, heating temperature distribution, spot weld cooling). The nugget corresponds to the melted areas between the plates. This melting depth generates a thickness reduction of the welded plates, phenomena called indentation
Yi Gao, Darren Chucas, " Review of CAE Fatigue Analysis Techniques for SpotWelded
High Strength Steel Automotive Structures", SAE paper 2001-01-0835, 2001
Three regions of a spot weld
Process of creating a fatigue damage model
RSW FATIGUE MODES
Sheet Fatigue
Mode AThe crack grows almost perpendicular to the metal sheet and emerges from one side without penetrating into any part of the weld nugget
Normally occurs in spot-welded lap joints with large nugget sizes and under a predominantly shear fatigue loading. Automotive engineers generally prefer this mode of failure to other modes
Nugget Fatigue
Mode BThe crack propagates into the weld nugget but eventually emerges from one side
Mode CThe crack propagates into the weld nugget, remains parallel to the two sheets, and eventually cuts through the weld nugget
Yi Gao, Darren Chucas, " Review of CAE Fatigue Analysis Techniques for SpotWelded
High Strength Steel Automotive Structures", SAE paper 2001-01-0835, 2001
Creating a fatigue damage model
• Understanding your structure & CAE Limitation
• Fatigue Modes
• Fatigue Tests Results
• Internal Force from CAE joints
• Force to Stress Equations
• Stress to Life
• CAE Fatigue Prediction
18
AGENDA
For use with videoForce vs. Test Life
Stress vs. Test Life
SRI1 Intercept
Slope -b
N Pred N life
Str
ess
N Test
N Test
CAE generated forces &
moments for each joint
type & thickness combination
Calc Stresses for Joint
Stress vs. CAE Life
Convert Force into Stress
Convert Stress into Life
Fatigue Damage Model Creation
As welded Lap Shear
M-6.0kN-40ms/23kA-80ms/28kA
WMG: M.Thornton & L.Han
Stiffness Change through Fatigue Test
Stiffness Drop off
Lap Shear Stiffness
2:3mm SPR JOT245_19
925,198
Creating a fatigue damage model
• Understanding your structure & CAE Limitation
• Fatigue Modes
• Fatigue Tests Results
• Internal Force from CAE joints
• Force to Stress Equations
• Stress to Life
• CAE Fatigue Prediction
22
AGENDA
For use with videoForce vs. Test Life
N Test
CAE generated forces &
moments for each joint
type & thickness combination
Fatigue Damage Model Creation
Lap Shear Joints Forces & Moments
External Force into Internal Forces
Sheet 1
Sheet 2
0,360 180
Axial Force
Shear Force Bending Moment
Torsion
Shear
Force
x
y
z
theta
Bending Moment
X
y
X
z
theta
y
z
Side view
Plan view
End view
FX1 FY1 FZ1 MX1 MY1 MZ1
T1 [Aluminium] T2 [Aluminium] Shear_2A Shear_1A Axial_A Bending_1A Bending_2A Torque_A
1.0 1.0 -0.500 0.000 0.006 0.031 -0.250 -0.003
1.0 1.1 -0.500 0.002 0.007 0.031 -0.252 -0.003
1.0 1.2 -0.500 0.004 0.007 0.032 -0.253 -0.003
1.0 1.3 -0.500 0.005 0.007 0.032 -0.253 -0.003
1.0 1.4 -0.500 0.007 0.007 0.032 -0.252 -0.003
1.0 1.5 -0.500 0.008 0.007 0.032 -0.251 -0.003
1.0 1.6 -0.500 0.010 0.007 0.032 -0.248 -0.003
1.0 1.7 -0.500 0.011 0.007 0.031 -0.244 -0.003
1.0 1.8 -0.500 0.012 0.007 0.031 -0.239 -0.003
1.0 1.9 -0.500 0.013 0.007 0.030 -0.234 -0.003
1.0 2.0 -0.500 0.014 0.007 0.030 -0.228 -0.003
1.0 2.1 -0.500 0.015 0.006 0.029 -0.221 -0.003
1.0 2.2 -0.500 0.015 0.006 0.028 -0.214 -0.002
1.0 2.3 -0.500 0.016 0.006 0.027 -0.207 -0.002
1.0 2.4 -0.500 0.016 0.006 0.026 -0.199 -0.002
1.0 2.5 -0.500 0.016 0.006 0.025 -0.191 -0.002
1.0 2.6 -0.500 0.016 0.005 0.024 -0.184 -0.002
1.0 2.7 -0.500 0.016 0.005 0.023 -0.176 -0.002
1.0 2.8 -0.500 0.016 0.005 0.023 -0.169 -0.002
1.0 2.9 -0.500 0.016 0.005 0.022 -0.162 -0.002
1.0 3.0 -0.500 0.016 0.005 0.021 -0.155 -0.002
1.1 1.0 -0.500 -0.002 0.007 0.033 -0.273 -0.003
1.1 1.1 -0.500 0.000 0.007 0.034 -0.275 -0.003
1.1 1.2 -0.500 0.002 0.007 0.034 -0.277 -0.003
1.1 1.3 -0.500 0.003 0.007 0.035 -0.278 -0.003
1.1 1.4 -0.500 0.005 0.008 0.035 -0.278 -0.003
1.1 1.5 -0.500 0.006 0.008 0.035 -0.278 -0.003
1.1 1.6 -0.500 0.008 0.008 0.035 -0.277 -0.003
1.1 1.7 -0.500 0.009 0.008 0.035 -0.274 -0.003
1.1 1.8 -0.500 0.010 0.008 0.035 -0.271 -0.003
1.1 1.9 -0.500 0.011 0.008 0.034 -0.267 -0.003
1.1 2.0 -0.500 0.012 0.007 0.034 -0.262 -0.003
Lap Shear response data (Alu – Alu)
Designlife
response
Optistruct
equivalent
Recommendation: Reduce FY, FZ, MX and MZ to zero to avoid unrepresentative compensating of small force and moment values in the solver.
NN NmmN NmmNmm
Creating a fatigue damage model
• Understanding your structure & CAE Limitation
• Fatigue Modes
• Fatigue Tests Results
• Internal Force from CAE joints
• Force to Stress Equations
• Stress to Life
• CAE Fatigue Prediction
26
AGENDA
For use with videoForce vs. Test Life
N Test
CAE generated forces &
moments for each joint
type & thickness combination
Calc Stresses for Joint
Convert Force into Stress
Fatigue Damage Model Creation
Force to Stress Equations- Sheet Fatigue Calculate Stress in joint from Forces and Moment for Sheet 1, Sheet 2
Source nCode :-
http://www.mscsoftware.com/support/library/conf/wuc96/07b_heye.pdf
Stress = f ( F, M t, d ) * Scale Factor * (d) ^ Diameter Exponent
* ( t ) ^ Thickness Exponent
Tension
Compression
Shear
Axial
Bending
0,3
60
18
0X
y
the
ta
Lap Shear Stress Distribution for 2:2 mm Joint with 3kN total Force
9 Material constants for Al Spot Weld
Factor Diameter Exponent ThicknessExponent Empirical factor
SfFxy SfMxy SfFz DeFxy DeMxy DeFz TeFxy TeMxy TeFz Fz M
1 +1 1.00 0.50 0.50 0.00 -0.25 -0.25 1.00 1.744 1.872
Using a Positive Bending Moment Factor SfMxy
Region in Compression
as expected on sheet 1
at interface
Region in Tension
as expected on sheet 1
at interface
Shear Force
in Compression
at 180 deg
Axial Stress
Bending Stress
Shear Stress
Combined Stress
Optimisation issues
The solver results can be dependant on the initial starting conditions
Limits used for upper and lower bound .
These need to be established using engineering principals.
Local minimum
Global minimum
Creating a fatigue damage model
• Understanding your structure & CAE Limitation
• Fatigue Modes
• Fatigue Tests Results
• Internal Force from CAE joints
• Force to Stress Equations
• Stress to Life
• CAE Fatigue Prediction
31
AGENDA
For use with videoForce vs. Test Life
N Test
N Test
CAE generated forces &
moments for each joint
type & thickness combination
Calc Stresses for Joint
Convert Force into Stress
Fatigue Damage Model Creation
Stress vs. Test Life
Fatigue Damage Model Published
Rupp parameters for AL RSWForce Convert to Stress using Rupp EquationsTwo Separate Families (Lap Shear & Coach Peel) merge into one stressComparison between CAE Predicted Life and Measures test life
N t
es
ted
N P
red
Creating a fatigue damage model
• Understanding your structure & CAE Limitation
• Fatigue Modes
• Fatigue Tests Results
• Internal Force from CAE joints
• Force to Stress Equations
• Stress to Life
• CAE Fatigue Prediction
34
AGENDA
For use with videoForce vs. Test Life
Stress vs. Test Life
SRI1 Intercept
Slope -b
N Pred N life
Str
ess
N Test
N Test
CAE generated forces &
moments for each joint
type & thickness combination
Calc Stresses for Joint
Stress vs. CAE Life
Convert Force into Stress
Convert Stress into Life
Fatigue Damage Model Creation
Force Amplitude vs. Fatigue Life
All Sheet Combinations plotted for Sheet Fatigue
Coupon Fatigue Test
Lap Shear
Coach Peel
5,000 repeats 2,000,000 repeats
Applied load
In a body structure the geometry and loading mode of each joint is not known
it is not possible to predict the fatigue life
AL RSW Damage Model Force Convert to Stress using Rupp Equations plotted against Test LifeTwo Separate Bands for Lap Shear and Coach Peel merge into one stress for Test Data
N t
es
ted
N P
red
.
N t
es
ted
One Standard Distribution of CAE life
Single Fatigue Damage Curve for all joint geometries and loading
Test Variation
C
A
E
CAE ModelsBody in White
Body In White Discrete Joints
Creating a fatigue damage model
• Understanding your structure & CAE Limitation
• Fatigue Modes
• Fatigue Tests Results
• Internal Force from CAE joints
• Force to Stress Equations
• Stress to Life
• CAE Fatigue Prediction
39
AGENDA
Process of creating a fatigue damage model to enable Computer Aided Engineering (CAE) fatigue life prediction to reduce costs
Thank you very much for Listening
Do you have any Questions ?
Acknowledgements:
This project was co-funded by the Technology Strategy Board's Collaborative Research and Development programme.
The Technology Strategy Board is an executive body established by the Government to drive innovation. It promotes and
invests in research, development and the exploitation of science, technology and new ideas for the benefit of business -
increasing sustainable economic growth in the UK and improving quality of life.
For more information about the TSB visit www.innovateuk.org
Jaguar Land RoverW/1/26 Abbey Road, WhitleyCoventry CV3 4LF, UK
jaguarlandrover.com
THANK YOU Andrew Blows Principal Technical Specialist
M +44(0)7774 557 820
41