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Dummy head motion tracking in
crash tests with standard sensors
SAE Government Industry MeetingJanuary 24-26, 2018
Jacek ToczyskiUniversity of Virginia
Motivation
NHTSA’s oblique crash test On-board view
Overall Study Goals
• Prepare a software package that calculates head trajectory in a global reference frame from onboard sensors
• Application: THOR ATD in Oblique– Other applications: other tests, other body regions
• Additionally:– Evaluate potential and magnitude of error in calculated 3D
trajectory from test procedure and sensor related errors
Project flow chart
Algorithm Coding Error Effects
modeling
Simplified Head Testing
Modified Code
FE/MB Validation
SimulationsUser Interface
Modified Code
Development
THOR ATD Tests
Modified Code + Modified
Instrumentation Plan
Final Software
Algorithm coding (backend code)INPUT:
XYZ Local XYZ Local Acceleration Angular Rate
OUTPUT:XYZ Global
PositionAlgorithm
• Step 1: Translating acceleration from sensors to point of interest• Step 2: Time History of Local/Global Transformation (7 methods
identified)• Step 3: Transformation of local acceleration to global frame and
double integration
Local Frame Orientation
Sensor Locations
Project flow chart
Algorithm Coding Error Effects
modeling
Simplified Head Testing
Modified Code
FE/MB Validation
Simulations
Modified Code
User Interface Development
THOR ATD Tests
Modified Code + Modified
Instrumentation Plan
Final Software
Validation Simulations
Sled test
OMDB-to-vehicle
MB simulation
Validation Simulations
0 50 100 150 200 250 300
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Time [ms]
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10 -3
LS-Dyna
Kerrigan
Error
Algorithm coded
correctly
Project flow chart
Algorithm Coding Error Effects
modeling
Simplified Head Testing
Modified Code
FE/MB Validation
Simulations
Modified Code
User Interface Development
THOR ATD Tests
Modified Code + Modified
Instrumentation Plan
Final Software
Simplified Head Testing
Multiple sensors including ARS & linear and angular ACC
VICON data used as Reference
Flat, 0 deg Wedge, at 45 deg
Simplified Head Testing
Error:Absolute Error (Vicon-Calculated)
Simplified Head Testing
Project flow chart
Algorithm Coding Error Effects
modeling
Simplified Head Testing
Modified Code
FE/MB Validation
Simulations
Modified Code
User Interface Development
THOR ATD Tests
Modified Code + Modified
Instrumentation Plan
Final Software
THOR ATD tests
Simplified Head; 2kN FL
8 tests in total
Regular Head; 4kN FL; impactRegular Head; 4kN FL
THOR ATD tests
8 tests in total
Error:Absolute Error (Vicon-Calculated)
Head Impact at 116-120 ms
THOR ATD tests
Project flow chart
Algorithm Coding Error Effects
modeling
Simplified Head Testing
Modified Code
FE/MB Validation
Simulations
Modified Code
User Interface Development
THOR ATD Tests
Modified Code + Modified
Instrumentation Plan
Final Software
Error Effects Modeling
Errors considered:• Initial orientation• Initial position• Noise level• Sensitivity error (multiplicative error)• Debias error (offset error)
• Bounds identified• Each error:
– 15 values within the bounds– Spaced equally (assuming 15 values)
• Implemented one at a time (univariable analysis)• Compared to baseline (assumed "ideal")
response
Error Effects Modeling
Error hierarchy Error type Max difference after 250ms (mm)1. ACC Debias 750 (for debias error of 2g)2. ARS Debias 210 (for debias error of 50deg/s)3. ACC sensitivity 50 (for sensitivity error of 4%)4. Orient 30 (for Yaw error of 1deg)5. ACC Noise 17 (for noise scaled up)6. ARS Noise 6.6 (for noise scaled up)7. ARS sensitivity 6.4 (for sensitivity error of 1%)8. ACC CG location 4.5 (for ACC CG location error of 1mm)9. Head CG initial location 2.5 (for ACC CG location error of 2.5mm)
Error Effects Modeling
Error Effects Modeling
Project flow chart
Algorithm Coding Error Effects
modeling
Simplified Head Testing
Modified Code
FE/MB Validation
Simulations
Modified Code
User Interface Development
THOR ATD Tests
Modified Code + Modified
Instrumentation Plan
Final Software
Final software
INPUT:OUTPUT:
XYZ Global PositionAlgorithm
Graphical User Interface Backend code(MATLAB
based)
*.xlsx files(Acc, Vel,
Pos, Check, Orientation)
Local FrameOrientation
XYZ Local Acceleration
XYZ Local Angular Rate
Sensor Locations
Graphical User Interface
First screen Last screen
DUMMY HEAD MOTION TRACKING IN CRASH TESTS WITH STANDARD SENSORS
Thank you for your attention
Error type:Yaw, 1 deg off from initial
Error metric:RMS X = 12.8 mmRMS Mean = 4.3 mm