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Neural Net Processing Of Characteristic Patterns From Electronic Holograms Of Vibrating Blades
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Author :National Aeronautics and Space Administration (NASA) Publisher :Createspace Independent Publishing Platform ISBN 13 :9781721185610 Total Pages :32 pages Book Rating :4.1/5 (856 download)
Book Synopsis Neural-Net Processing of Characteristic Patterns from Electronic Holograms of Vibrating Blades by : National Aeronautics and Space Administration (NASA)
Download or read book Neural-Net Processing of Characteristic Patterns from Electronic Holograms of Vibrating Blades written by National Aeronautics and Space Administration (NASA) and published by Createspace Independent Publishing Platform. This book was released on 2018-06-15 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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
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