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Autor(en): 
  • Chunwei Zhang
  • Asma A. Mousavi
  • Structural Health Monitoring Using Emerging Signal Processing Approaches with Artificial Intelligence Algorithms 
     

    (Buch)
    Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 3 Artikel!


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   Vorankündigung
    Veröffentlichung:  ANGEKÜNDIGT (Juli 2027)  
    Genre:  Naturwissensch., Medizin, Technik 
     
    Circuits & components / Civil engineering, surveying & building / Civil engineering, surveying and building / damage quantification / Dynamics & vibration / Electrical Engineering / Electronics# circuits and components / empirical mode decomposition
    ISBN:  9781032812823 
    EAN-Code: 
    9781032812823 
    Verlag:  Taylor and Francis 
    Einband:  Kartoniert  
    Sprache:  English  
    Dimensionen:  H 234 mm / B 156 mm / D  
    Gewicht:  450 gr 
    Seiten:  232 
    Illustration:  schwarz-weiss Illustrationen, farbige Illustrationen, Raster,schwarz-weiss, Raster, farbig, Zeichnungen, schwarz-weiss, Zeichnungen, farbig, Tabellen, schwarz-weiss 
    Bewertung: Keine Bewertung vor Veröffentlichung möglich.
    Inhalt:

    Structural health monitoring is a powerful tool across civil, mechanical, automotive, and aerospace engineering, allowing the assessment and measurement of physical parameters in real time. Processing changes in the vibration signals of a dynamic system can detect, locate, and quantify any damage existing in the system. This book presents a comprehensive state¿of¿the¿art review of the applications in time, frequency, and time¿frequency domains of signal¿processing techniques for damage perception, localization, and quantification in various structural systems.

    Experimental investigations are illustrated, including the development of a set of damage indices based on the signal features extracted through various signal¿processing techniques to evaluate sensitivity in damage identification. Chapters summarize the application of the Hilbert-Huang transform based on three decomposition methods such as empirical mode decomposition, ensemble empirical mode decomposition, and complete ensemble empirical mode decomposition with adaptive noise. Also, the chapters assess the performance and sensitivity of different approaches, including multiple signal classification and empirical wavelet transform techniques in damage detection and quantification. Artificial neural networks for automated damage identification are introduced.

    This book suits students, engineers, and researchers who are investigating structural health monitoring, signal processing, and damage identification of structures.

      



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