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017-Advanced Automotive Airbag Modeling Engineering
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《Airbag Fabric Material Modeling and Test Validation》
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Airbag Fabric Material Modeling and Test Validation
30 Chapters
View Course Samples Online
01
Airbag fabric material modeling and test validation
course scope, engineering context, and safety-critical requirements.
material
modeling
02
Airbag fabric constructions
woven architectures, yarn types, coatings, and their influence on mechanical behavior.
constructions
architectures
03
Material characterization for airbag fabrics
tensile, shear, bending, and friction test methods and data reduction.
Material
characterization
04
Constitutive modeling of airbag fabrics
continuum, mesoscale, and phenomenological approaches for anisotropic behavior.
Constitutive
modeling
05
Orthotropic elasticity and hyperelasticity for airbag fabrics
formulation, calibration, and limitations.
Orthotropic
elasticity
06
Yield criteria and plasticity models for airbag fabrics
capturing directional strength and permanent deformation.
criteria
plasticity
07
Damage and failure modeling in airbag fabrics
continuum damage mechanics, fracture, and energy-based criteria.
modeling
continuum
08
Strain-rate dependence of airbag fabrics
experimental characterization and rate-dependent constitutive laws.
Strain-rate
dependence
09
Viscoelastic and viscoplastic modeling of airbag fabrics
time-dependent behavior under deployment loads.
Viscoelastic
viscoplastic
10
Fabric permeability and gas flow modeling
coupling with structural response during inflation.
permeability
modeling
11
Mesoscale modeling of woven airbag fabrics
unit cell generation, periodic boundary conditions, and homogenization.
Mesoscale
modeling
12
Finite element modeling of airbag fabrics
shell, membrane, and solid element formulations and mesh considerations.
modeling
membrane
13
Material model calibration from test data
optimization, parameter identification, and validation metrics.
Material
calibration
14
Test validation of airbag fabric models
coupon-level, component-level, and full-scale experiments.
validation
coupon-level
15
Drop tower and impact testing for airbag fabrics
setup, instrumentation, and data analysis.
instrumentation
analysis
16
Dynamic inflation and deployment testing
high-speed imaging, pressure measurement, and model correlation.
inflation
deployment
17
Airbag fabric model validation under biaxial and multiaxial loading
cruciform and cylinder tests.
validation
multiaxial
18
Seam and joint modeling in airbag fabrics
stitch types, failure modes, and validation.
modeling
validation
19
Environmental effects on airbag fabrics
temperature, humidity, and aging on material properties and model predictions.
Environmental
temperature
20
Numerical stability and convergence in airbag fabric simulations
explicit dynamics, time step, and contact.
Numerical
stability
21
Airbag fabric model verification and validation (V&V)
ASME V&V 10 and 20 frameworks and best practices.
verification
validation
22
Uncertainty quantification in airbag fabric modeling
variability in material properties and test data.
Uncertainty
quantification
23
Case study
driver-side airbag fabric model development and validation for FMVSS 208.
driver-side
development
24
Case study
side curtain airbag fabric modeling and validation for rollover and side impact.
modeling
validation
25
Case study
pedestrian airbag fabric modeling and validation for head impact protection.
pedestrian
modeling
26
Advanced topics
machine learning and surrogate models for airbag fabric constitutive behavior.
Advanced
surrogate
27
Multiscale modeling of airbag fabrics
linking yarn-level mechanisms to continuum predictions.
Multiscale
modeling
28
Coupled fluid-structure interaction (FSI) for airbag deployment
fabric modeling and gas dynamics.
fluid-structure
interaction
29
Airbag fabric model validation for out-of-position (OOP) occupants
challenges and strategies.
validation
out-of-position
30
Future trends and emerging standards in airbag fabric material modeling and test validation.
Future trends and emerging standards in airbag fabric material modeling and test validation.
emerging
standards
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