Data Mining In Structural Dynamic Analysis: A Signal Processing Perspective Hardcover English by Zhou, Yun Lai - 6 February 2020
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Specifications
| Publisher | Springer Verlag, Singapore |
| ISBN 13 | 9789811505003 |
| Author | Zhou, Yun Lai |
| Book Format | Hardcover |
| Language | English |
| Book Subtitle | A Signal Processing Perspective |
| Editor | Yun Lai Zhou, Magd Abdel Wahab, Nuno M. M. Maia |
| 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. |
| Publication Date | 6 February 2020 |
| Number of Pages | 169 |
Data Mining In Structural Dynamic Analysis: A Signal Processing Perspective Hardcover English by Zhou, Yun Lai - 6 February 2020
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