Enhanced Decision
Making
Design Optimization
Altaventus conducts comprehensive optimization studies for a range of objective functions subject to complex constraints. Moreover, customized frameworks with 3rd party software can be built. Few examples of our past and current activities are shared below.
Problem Characterization – Gradient-Based and Derivative Free Methods
Shape Optimization – Aircraft, sub-systems
Sensitivity Analysis
Altaventus uses multiple approaches to identify the most influential parameters on outputs as well as help assess what kind of optimization routines are most suitable for problems Few examples of our past and current activities are shared below.
Design Space Exploration – Problem Characterization
Design Variable Types – Epistemic and Aleatory
Sampling – DoE-DACE via Monte Carlo, Latin Hypercube Sampling
Design Variables – Ordering variables according to influence on outputs
Uncertainty Quantification
Altaventus uses novel techniques to forward propagate input uncertainties through computational models to assess the system characteristics. Few examples of our past and current activities are shared below.
Quantification of Safety Margins – Local and Global
Stochastic Expansions – Polynomial Chaos Expansion
