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031-Automotive Crash Testing & LS-DYNA Validation
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《LS-DYNA Mesh Convergence and Time Step Sensitivity》
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LS-DYNA Mesh Convergence and Time Step Sensitivity
30 Chapters
View Course Samples Online
01
Introduction to mesh convergence and time step sensitivity in LS-DYNA
definitions, engineering relevance, and course roadmap.
convergence
sensitivity
02
LS-DYNA explicit time integration fundamentals
central difference method, critical time step, and Courant condition.
LS-DYNA
explicit
03
Element characteristic length and wave speed
how mesh size and material properties determine the stable time step.
characteristic
material
04
Mass scaling in LS-DYNA
selective and global mass scaling, added mass ratio, and effects on time step and accuracy.
LS-DYNA
selective
05
Time step control keywords
*CONTROL_TIMESTEP, TSSFAC, DTINIT, and related parameters for explicit analyses.
keywords
CONTROL
06
Mesh convergence study workflow
problem definition, mesh refinement levels, and convergence metrics for LS-DYNA simulations.
convergence
workflow
07
Solution verification and validation
distinguishing discretization error from modeling error in LS-DYNA results.
Solution
verification
08
Convergence metrics for field variables
displacement, stress, strain, and energy norms across mesh densities.
Convergence
variables
09
Local vs global mesh refinement
h-refinement, r-adaptivity, and their practical implementation in LS-DYNA.
refinement
h-refinement
10
Mesh convergence for solid elements
hexahedral vs tetrahedral meshes, hourglass control, and element formulation effects.
convergence
elements
11
Mesh convergence for shell and beam elements
shell formulations, through-thickness integration, and mesh density guidelines.
convergence
elements
12
Contact and impact simulations
mesh size effects on contact stiffness, penetration, and energy transfer.
simulations
stiffness
13
Time step sensitivity in crashworthiness analysis
mass scaling trade-offs, run time, and result fidelity.
sensitivity
crashworthiness
14
Time step sensitivity in blast and impact simulations
shock wave propagation, mesh size, and stable time step constraints.
sensitivity
simulations
15
Time step sensitivity in metal forming
explicit vs implicit, mass scaling strategies, and springback accuracy.
sensitivity
explicit
16
Adaptive time stepping and subcycling in LS-DYNA
*CONTROL_SUBCYCLE, selective subcycling, and performance implications.
Adaptive
stepping
17
Implicit vs explicit time integration
time step selection, convergence criteria, and when to choose each in LS-DYNA.
Implicit
explicit
18
Energy balance and hourglass energy as convergence indicators
monitoring *DATABASE_GLSTAT and *DATABASE_MATSUM.
hourglass
convergence
19
Mesh convergence for composite materials
ply-based meshing, delamination, and time step constraints.
convergence
composite
20
Mesh convergence for foam and low-density materials
material stability, strain rate effects, and time step reduction.
convergence
low-density
21
Practical mesh convergence study
designing a refinement study for an automotive crash box in LS-DYNA.
convergence
designing
22
Practical time step sensitivity study
mass scaling calibration for a drop test simulation in LS-DYNA.
sensitivity
calibration
23
Automated mesh convergence workflows
scripting with LS-DYNA keywords and Python for parametric studies.
Automated
convergence
24
Post-processing for convergence assessment
using LS-PrePost to extract and compare results across meshes.
Post-processing
convergence
25
Case study
mesh convergence and time step sensitivity in a sheet metal forming simulation.
convergence
sensitivity
26
Case study
mesh convergence and time step sensitivity in a bird strike or impact simulation.
convergence
sensitivity
27
Case study
mesh convergence and time step sensitivity in a crashworthiness simulation with contact.
convergence
sensitivity
28
Best practices for mesh design in LS-DYNA
element quality, aspect ratio, and transition zones.
practices
LS-DYNA
29
Best practices for time step management
mass scaling limits, energy checks, and documentation.
practices
management
30
Course summary
integrating mesh convergence and time step sensitivity into a reliable LS-DYNA simulation workflow.
integrating
convergence
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