VIP20
本课程属于：011-Automotive CAE Simulation Program Management English Technical Courses · 共 20 门相关课程，组合学习更完整。
查看所属VIP全部课程 →
← 返回所属目录 咨询 / 购买

Automotive Crash Simulation Computing Operations

30 Chapters
View Course Samples Online
01
Crash simulation in automotive engineering
role, regulatory drivers, and the computing operations lifecycle.
simulationautomotive
02
CAE simulation workflow for crashworthiness
model preparation, solver execution, post-processing, and data management.
CAEsimulation
03
High-performance computing infrastructure for crash simulation
clusters, interconnects, storage, and job schedulers.
High-performancecomputing
04
LS-DYNA solver operations
input deck structure, keyword files, execution commands, and output control.
LS-DYNAoperations
05
Model build and assembly operations
geometry cleanup, meshing, connections, and material assignment for full-vehicle models.
assemblyoperations
06
Boundary conditions and loading setup
initial velocity, rigid walls, barriers, and contact definitions.
Boundaryconditions
07
Material models and property calibration for crash simulation
metals, plastics, foams, and composites.
Materialproperty
08
Contact algorithms and their operational impact on stability, accuracy, and runtime.
Contact algorithms and their operational impact on stability, accuracy, and runtime.
algorithmsoperational
09
Time-step control and mass scaling
techniques, trade-offs, and practical guidelines.
Time-steptechniques
10
Solver execution management
restart, checkpointing, and recovery from interrupted runs.
executionmanagement
11
Job submission and queue management
scheduler scripts, resource allocation, and priority handling.
submissionmanagement
12
Parallel scalability and performance tuning
domain decomposition, MPI/OpenMP settings, and load balancing.
Parallelscalability
13
Debugging common solver errors
negative volume, initialization failures, and contact instability.
Debuggingnegative
14
Result extraction and post-processing
d3plot, binout, and intforc files; animation and plotting workflows.
extractionpost-processing
15
Occupant safety simulation operations
dummy positioning, restraint systems, and injury criteria output.
Occupantsimulation
16
Pedestrian protection simulation
impactor models, headform and legform setups, and scoring.
Pedestrianprotection
17
Side impact and pole crash simulation
door intrusion, B-pillar behavior, and battery pack integrity for EVs.
simulationintrusion
18
Rear impact and whiplash simulation
seat structure, head restraint, and low-speed crash protocols.
whiplashsimulation
19
Frontal offset and full-width crash simulation
barrier types, structural deformation, and occupant load paths.
full-widthsimulation
20
Roof crush and rollover simulation
quasi-static and dynamic approaches, and regulatory compliance.
rolloversimulation
21
Battery electric vehicle crash simulation
pack enclosure, cell intrusion, and thermal runaway risk assessment.
electricsimulation
22
Model correlation and validation
physical test data, signal processing, and CAE-test reconciliation.
correlationvalidation
23
Design of experiments and optimization in crash simulation
parameter screening, metamodels, and robustness.
experimentsoptimization
24
Automation and scripting for crash simulation operations
Python, shell, and solver APIs.
Automationscripting
25
Data management and traceability
version control, metadata, and simulation data lifecycle.
managementtraceability
26
Cloud and containerized crash simulation
burst capacity, reproducibility, and security considerations.
containerizedsimulation
27
GPU acceleration and emerging solver technologies for crash simulation.
GPU acceleration and emerging solver technologies for crash simulation.
GPUacceleration
28
Machine learning applications in crash simulation operations
surrogate models and anomaly detection.
applicationssimulation
29
Quality assurance and verification
mesh quality checks, energy balance, and simulation readiness reviews.
assuranceverification
30
Capstone project
end-to-end crash simulation operation from model setup to validated results and reporting.
Capstoneend-to-end