Modeling of temperature-frequency correlation using combined principal component analysis and support vector regression technique

Journal of Computing in Civil Engineering

Volumn 21, Issue 2, 2007, Pages 122-135

  Hua, X G ^a   Ni, Y Q ^a   Ko, J M ^a   Wong, K Y ^b  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^b Bridges and Structures Division   (Hong Kong)

Author keywords

Bridges, cable stayed; Correlation; Frequency; Monitoring; Regression models; Temperature effects

Indexed keywords

ENVIRONMENTAL TESTING; HEURISTIC METHODS; MATHEMATICAL MODELS; NATURAL FREQUENCIES; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS; SUSPENSION BRIDGES; THERMAL EFFECTS; VIBRATIONS (MECHANICAL);

FEATURE VECTORS; MULTIVARIATE LINEAR REGRESSION (MLR); SUPPORT VECTOR REGRESSION (SVR); THERMAL INERTIA EFFECTS;

STRUCTURAL ANALYSIS;

EID: 33847148421     PISSN: 08873801     EISSN: None     Source Type: Journal    
DOI: 10.1061/(ASCE)0887-3801(2007)21:2(122)     Document Type: Conference Paper

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