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CAE Simulation Verification Program Management

30 Chapters
View Course Samples Online
01
CAE Simulation Verification Program Management
definition, scope, and role within engineering simulation governance.
CAESimulation
02
Verification vs. validation in CAE
terminology, V&V frameworks, and program-level implications.
Verificationvalidation
03
Regulatory and standards landscape for CAE verification
ASME V&V, ISO, NASA-STD, and industry-specific requirements.
Regulatorystandards
04
Program initiation
defining verification objectives, success criteria, and stakeholder alignment for CAE simulation programs.
initiationdefining
05
Verification planning
building a Verification Plan (VP) and Verification Matrix for simulation projects.
Verificationplanning
06
Requirements decomposition for CAE verification
translating system requirements into simulation verification requirements.
Requirementsdecomposition
07
Risk-based verification strategy
identifying critical simulation claims and allocating verification rigor.
Risk-basedverification
08
Verification program organization
roles, responsibilities, and interfaces between simulation, test, and systems engineering.
Verificationorganization
09
Code verification fundamentals
order-of-accuracy testing, manufactured solutions, and code-to-code comparison.
verificationorder-of-accuracy
10
Solution verification
mesh convergence, time-step sensitivity, iterative convergence, and numerical uncertainty estimation.
Solutionverification
11
Verification of material models and constitutive laws
calibration, uncertainty quantification, and validation hierarchy.
Verificationmaterial
12
Boundary condition and load verification
ensuring correct application and physical consistency in CAE models.
Boundarycondition
13
Verification of contact and nonlinear solution procedures
convergence, stability, and algorithmic robustness checks.
Verificationnonlinear
14
Verification of multiphysics simulations
coupling verification, conservation checks, and interface consistency.
Verificationmultiphysics
15
Verification of CFD simulations
grid convergence index, turbulence model verification, and benchmark cases.
VerificationCFD
16
Verification of FEA structural simulations
element quality, patch tests, and benchmark problem suites.
VerificationFEA
17
Verification of thermal and fatigue simulations
cycle counting, damage models, and life prediction verification.
Verificationsimulations
18
Verification of explicit dynamics and impact simulations
energy balance, hourglass control, and stability checks.
Verificationexplicit
19
Verification data management
traceability, version control, and audit trails for simulation models and results.
Verificationmanagement
20
Verification metrics and acceptance criteria
defining quantitative thresholds and statistical confidence.
Verificationacceptance
21
Verification test suites and benchmark libraries
development, curation, and reuse across programs.
Verificationbenchmark
22
Automation and tooling for CAE verification
scripting, regression testing, and continuous verification pipelines.
AutomationCAE
23
Verification program execution
scheduling, resource allocation, and progress tracking for simulation verification activities.
Verificationexecution
24
Independent verification and review
peer reviews, independent V&V, and third-party assessment.
Independentverification
25
Verification documentation
V&V reports, evidence packages, and compliance artifacts for regulatory submission.
Verificationdocumentation
26
Verification of machine learning and surrogate models in CAE
training data verification, extrapolation checks, and uncertainty.
Verificationsurrogate
27
Verification program assessment
maturity models, capability audits, and continuous improvement.
Verificationassessment
28
Case study
managing a verification program for a structural FEA application in aerospace.
managingverification
29
Case study
verification program for a CFD-based thermal management simulation in automotive.
verificationCFD-based
30
Capstone
designing a complete CAE simulation verification program for a complex engineering system.
Capstonedesigning