Data Mining in Structural Dynamic Analysis A Signal Processing Perspective /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Zhou, Yun Lai (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Wahab, Magd Abdel (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Maia, Nuno M. M. (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Liu, Linya (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Figueiredo, Elói (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2019.
• Έκδοση: 1st ed. 2019.
• Θέματα: Mechanics.; Mechanics, Applied.; Data mining.; Building repair.; Buildings-Repair and reconstruction.; Computer-aided engineering.; Buildings-Design and construction.; Building.; Construction.; Engineering, Architectural.; Classical Mechanics.; Solid Mechanics.; Data Mining and Knowledge Discovery.; Building Repair and Maintenance.; Computer-Aided Engineering (CAD, CAE) and Design.; Building Construction and Design.

 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. 

 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. .