Training "Probabilistic Simulation"
The basics and methods will be communicated for probabilistic simulation with the software OptiY®. Concurrently, the course contains also practical exercises for challenges of CAD/CAE-engineers in the industry.
Course Content
1. Stochastic Distribution
- Random Variable
- Central Moments
- Fitting of Distributions by Meseaurement Data
2. Design of Experiment (DOE)
- Factorial Design (Full Factorial, Center Composite)
- Sampling Methods (Monte Carlo, Latin Hypercube, Sobol)
- Moment Methods (First und Second Order)
- User Design
3. Meta-Modeling
- Meta- or Surrogate Model
- Adaptive Design
- Residuals
- Export of Meta-Model for System-Simulation
4. Global Sensitivity Analysis
- Stochastic Variances
- Sobol Index (Main- and Total-Effect)
- Parameter-Interactions
5. Reliability and Robustness Evaluation
- Robustness
- Failure Probability
- Six Sigma Design
6. Robust Design und Tolerance-Cost Optimization
- Taguchi Quality Loss Function
- Tolerance-Cost Model
- Variance-Based Optimization
- Reliability-Based Optimization
- Tolerance-Cost Optimization
Details
Referent:
Dr. The-Quan Pham
Time:
1 Day from 9.00 to 17.00
Place:
Würzburg, Germany
Cost:
500,- Euro (excluding VAT)
It includes training material, drinks and lunch
Discount:
40% for University Members
20% for Registration with multiple Persons
Date: available on request