Paper Info
Title
Modeling of nonlinear wave velocity characteristics in a structural health monitoring system
Abstract
In the framework of structural health monitoring the research proposed in this paper focuses on a new methodology to model the nonlinear group velocity characteristics of guided waves in plate-like composite materials based on a experimental dataset. The detection and localization of damages in these composite materials is demanding due to the anisotropic wave propagation. Therefore, a well generalizing and smooth nonlinear model for the group velocities is an important part in the damage localization system. The underlying work analyzes and compares different model structures. The incorporation of physical knowledge about the process into the modeling process turns out to be of fundamental importance. Furthermore, this paper points out which nonlinear optimization approach should be applied to deliver reproducible and robust solutions.
Year
DOI
Venue
2010
10.1109/CCA.2010.5611298
Control Applications
Keywords
Field
DocType
composite materials,condition monitoring,nonlinear programming,structural engineering,wave propagation,anisotropic wave propagation,damage localization system,guided waves,model structures,nonlinear group velocity characteristics,nonlinear optimization,nonlinear wave velocity characteristics,plate-like composite materials,smooth nonlinear model,structural health monitoring system
Data modeling,Nonlinear system,Wave propagation,Structural health monitoring,Polynomial,Control theory,Computer science,Nonlinear programming,Group velocity,Control engineering,Condition monitoring
Conference
ISSN
ISBN
Citations 
1085-1992
978-1-4244-5363-4
0
PageRank 
References 
Authors
0.34
0
4
Name
Order
Citations
PageRank
Benjamin Hartmann1252.31
Jochen Moll200.34
Oliver Nelles39917.27
Claus-Peter Fritzen400.34