國立虎尾科技大學 |

Data Mining in Structural Dynamic Analysis = A Signal Processing Perspective /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Data Mining in Structural Dynamic Analysis/ edited by Yun Lai Zhou, Magd Abdel Wahab, Nuno M. M. Maia, Linya Liu, Elói Figueiredo.
其他題名:	A Signal Processing Perspective /
其他作者:	Zhou, Yun Lai.
面頁冊數:	X, 169 p. 91 illus., 73 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Buildings—Design and construction. -
電子資源:	https://doi.org/10.1007/978-981-15-0501-0
ISBN:	9789811505010

Data Mining in Structural Dynamic Analysis = A Signal Processing Perspective /
Data Mining in Structural Dynamic AnalysisA Signal Processing Perspective /[electronic resource] :edited by Yun Lai Zhou, Magd Abdel Wahab, Nuno M. M. Maia, Linya Liu, Elói Figueiredo. - 1st ed. 2019. - X, 169 p. 91 illus., 73 illus. in color.online resource.

Chapter 1 - Damage detection for structural health monitoring of bridges as a knowledge discovery in databases process -- Chapter 2 - Structural Health Monitoring of Periodic Infrastructure: A Review and Discussion -- Chapter 3 - Railway Wheel Out-Of-Roundness and Its Effects on Vehicle–Track Dynamics: A Review -- Chapter 4 - Dynamic Response Analysis of Wind Turbines under Long-period Ground Motions -- Chapter 5 - Intelligent Image Analysis Technology and Application for Rail Track Inspection -- Chapter 6 - Investigation on the effect of high-frequency torsional impacts on the torsional vibration of an oilwell drill string in slip phase -- Chapter 7 - Carriage-rail-viaduct coupling analysis using dynamic compliance method -- Chapter 8 - Dynamic response reconstruction to supplement the data insufficiency -- Chapter 9 - A proposed method for the use of the IBISFS in experimental modal analysis of Buildings. .

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.

ISBN: 9789811505010

Standard No.: 10.1007/978-981-15-0501-0doiSubjects--Topical Terms:

1254621
Buildings—Design and construction.

LC Class. No.: QC120-168.85

Dewey Class. No.: 531

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