Neural-Net Processing of Characteristic Patterns from Electronic Holograms of Vibrating Blades PDF Download

Author: National Aeronautics and Space Administration (NASA)
Publisher: Createspace Independent Publishing Platform
ISBN: 9781721185610
Category :
Languages : en
Pages : 32

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Book Description
Finite-element-model-trained artificial neural networks can be used to process efficiently the characteristic patterns or mode shapes from electronic holograms of vibrating blades. The models used for routine design may not yet be sufficiently accurate for this application. This document discusses the creation of characteristic patterns; compares model generated and experimental characteristic patterns; and discusses the neural networks that transform the characteristic patterns into strain or damage information. The current potential to adapt electronic holography to spin rigs, wind tunnels and engines provides an incentive to have accurate finite element models lor training neural networks. Decker, Arthur J. Glenn Research Center NASA/TM-1999-209195, NAS 1.15:209195, E-11710