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Active Subspace Development of Integrally Bladed Disk Dynamic Properties Due to Manufacturing Variations
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The impact of geometry variations on integrally bladed disk eigenvalues is investigated. A large population of industrial bladed disks (blisks) are scanned via a structured light optical scanner to provide as-measured ...
Gaussian Stochastic Process Modeling of Blend Repaired Airfoil Modal Response Using Reduced Basis Mode Shape Approach
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A machine learning (ML) approach is developed to predict the effect of blend repairs on airfoil frequency, modal assurance criterion (MAC), and modal displacement vectors. The method is demonstrated on a transonic research ...
Optimization of Airfoil Blend Limits With As-Manufactured Geometry Finite Element Models
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Conventional airfoil blend repair limits are established using nominal, design intent geometry. This convention does not explicitly consider the inherent blade-to-blade structural response variation associated with geometric ...
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