Markus P. Rumpfkeil
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View article: Analytical benchmark problems and methodological framework for the assessment and comparison of multifidelity optimization methods
Analytical benchmark problems and methodological framework for the assessment and comparison of multifidelity optimization methods Open
As engineering systems increase in complexity and performance demands intensify, Multidisciplinary Design Optimization (MDO) methodologies are becoming essential for integrating models from multiple disciplines to optimize complex multi-ph…
View article: Multi-Fidelity Sparse Polynomial Chaos and Kriging Surrogate Models Applied to Analytical Benchmark Problems
Multi-Fidelity Sparse Polynomial Chaos and Kriging Surrogate Models Applied to Analytical Benchmark Problems Open
In this article, multi-fidelity kriging and sparse polynomial chaos expansion (SPCE) surrogate models are constructed. In addition, a novel combination of the two surrogate approaches into a multi-fidelity SPCE-Kriging model will be presen…
View article: Theoretical Analysis of Shrouded Horizontal Axis Wind Turbines
Theoretical Analysis of Shrouded Horizontal Axis Wind Turbines Open
Numerous analytical studies for power augmentation systems can be found in the literature with the goal to improve the performance of wind turbines by increasing the energy density of the air at the rotor. All methods to date are only conc…