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ARMA modelled time-series classification for structural health monitoring of civil infrastructure

Author
GARDEN, E. Peter1 ; BROWNJOHN, James M. W1
[1] Department of Civil and Structural Engineering, University of Sheffield, Sir Frederick Mappin Building, Sheffield S1 3JD, United Kingdom
Source

Mechanical systems and signal processing. 2008, Vol 22, Num 2, pp 295-314, 20 p ; ref : 25 ref

ISSN
0888-3270
Scientific domain
Control theory, operational research; Mechanics acoustics
Publisher
Elsevier, London
Publication country
United Kingdom
Document type
Article
Language
English
Author keyword
ARMA models Structural health monitoring Time-series modelling
Keyword (fr)
Analyse régression Analyse statistique Analyse structurale Apprentissage non supervisé Approche probabiliste Classification Construction à ossature Etage bâtiment Etude expérimentale Formage Identification système Intégrité structure Maintenance Mesure Modèle ARMA Modèle autorégressif Modélisation Monitorage Pont Réponse temporelle Série temporelle Traitement signal Télésurveillance
Keyword (en)
Regression analysis Statistical analysis Structural analysis Unsupervised learning Probabilistic approach Classification Frame construction Story(building) Experimental study Forming System identification Structure integrity Maintenance Measurement ARMA model Autoregressive model Modeling Monitoring Bridges Time response Time series Signal processing Remote supervision
Keyword (es)
Análisis regresión Análisis estadístico Análisis estructural Enfoque probabilista Clasificación Construcción esquelética Piso edificio Estudio experimental Conformado Identificación sistema Integridad estructura Mantenimiento Medida Modelo ARMA Modelo autorregresivo Modelización Monitoreo Puente Respuesta temporal Serie temporal Procesamiento señal Televigilancia
Classification
Pascal
001 Exact sciences and technology / 001B Physics / 001B40 Fundamental areas of phenomenology (including applications) / 001B40F Solid mechanics / 001B40F30 Structural and continuum mechanics / 001B40F30R Measurement and testing methods

Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D14 Buildings. Public works / 001D14A General / 001D14A09 Measurements. Technique of testing

Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D14 Buildings. Public works / 001D14H Construction (buildings and works) / 001D14H02 Building structure

Pascal
001 Exact sciences and technology / 001D Applied sciences / 001D14 Buildings. Public works / 001D14M Bridges / 001D14M01 General

Discipline
Building. Public works. Transport. Civil engineering Physics : solid mechanics
Origin
Inist-CNRS
Database
PASCAL
INIST identifier
20032768

Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS

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