Teacher
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IEMMA UMBERTO
(syllabus)
Teaching Unit I Initial sizing MTOW estimate Mission profiles Aerodynamic and structural initial sizing Propulsion integration Lofting
Teaching Unit II Fundamentals of multidisciplinary optimization Local and global optimization methods Multiobjective optimization Multifidelity optimization Surrogate models and metamodelling DOE
Teaching Unit III Knowledge-Based Engineering Design in presence of technological and operative uncertainties Uncertainty quantification Robust optimization Reliability-based optimization Stochastic and adaptive metmodelling (Kriging, RBF, ...)
Teaching Unit IV Tools and methods of analysis Introduction to FRIDA (FRamework for Integrrated Design in Aeronautics) package Introduction to GA (Genetic Algorithm) and PSO (Particle Swarm OPtimization) Integration of simulation models
(reference books)
- Lecture Notes - Daniel P. Raymer, Aircraft Design: A Conceptual Approach, Volume 1, AIAA education series, ISBN 1563478307, 9781563478307
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