Data Mining in Structural Dynamic Analysis

Released on by Yun Lai Zhou
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  • Data Mining in Structural Dynamic Analysis Book Detail

  • Author : Yun Lai Zhou
  • Release Date : 2019-11-22
  • Publisher : Springer Nature
  • Genre : Science
  • Pages : 175
  • ISBN 13 : 9811505012
  • File Size : 69,69 MB
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Data Mining in Structural Dynamic Analysis by Yun Lai Zhou PDF Summary

Book Description: This book highlights the applications of data mining technologies in structural dynamic analysis, including structural design, optimization, parameter identification, model updating, damage identification, in civil, mechanical, and aerospace engineering. These engineering applications require precise structural design, fabrication, inspection, and further monitoring to obtain a full life-cycle analysis, and by focusing on data processing, data mining technologies offer another aspect in structural dynamic analysis. Discussing techniques in time/frequency domain, such as Hilbert transforms, wavelet theory, and machine learning for structural dynamic analysis to help in structural monitoring and diagnosis, the book is an essential reference resource for beginners, graduates and industrial professionals in various fields.

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