Experimental modal analysis and finite element model updating for structural health monitoring of reinforced concrete radioactive waste packages

被引:19
作者
Eiras, Jesus N. [1 ]
Payan, Cedric [1 ]
Rakotonarivo, Sandrine [1 ]
Garnier, Vincent [1 ]
机构
[1] Aix Marseille Univ, CNRS, Ctr Marseille, LMA, Marseille, France
关键词
Finite element model updating; Experimental modal analysis; Radioactive waste package; Reinforced concrete; Dynamic properties; NATURAL FREQUENCIES; DAMAGE DETECTION; DEAD LOADS; IDENTIFICATION; BUILDINGS; MOISTURE;
D O I
10.1016/j.conbuildmat.2018.06.004
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This study envisages the use of modal analysis for monitoring the structural health of radioactive waste packages. To this end, the calibration of a numerical model that describes the dynamic behavior is a critical issue for the success in damage detection. In this study, experimental modal analysis was conducted on a radioactive waste package mockup. The container was tested under different boundary conditions. Then, the experimental modal analysis data was used to update finite element models that describe the observed behaviors. The latter consists in the formulation of an optimization problem that minimizes the differences between the experimental and the numerical data. A two-step methodology is proposed for finite element model updating. First, a full factorial design of experiments allowed estimation of a set of parameters of the numerical model that minimize a cost function. Second, a genetic algorithm was conducted, wherein the initial population of parameters was generated as a function of that set of parameters obtained in the previous step. This study serves as preliminary step towards the implementation of a structural health monitoring based on modal analysis. Specific aspects for the implementation of a modal-based structural health monitoring system in a radioactive waste repository are also summarized. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:531 / 543
页数:13
相关论文
共 53 条
[1]  
Allemang RJ, 2006, PROCEEDINGS OF ISMA2006: INTERNATIONAL CONFERENCE ON NOISE AND VIBRATION ENGINEERING, VOLS 1-8, P3209
[2]   Some principles of service life calculation of reinforcements and in situ corrosion monitoring by sensors in the radioactive waste containers of El Cabril disposal (Spain) [J].
Andrade, C. ;
Martinez, I. ;
Castellote, M. ;
Zuloaga, P. .
JOURNAL OF NUCLEAR MATERIALS, 2006, 358 (2-3) :82-95
[3]  
[Anonymous], 2014, C21514 ASTM INT
[4]  
[Anonymous], 1988, STRUCTURAL TESTING 2
[5]  
[Anonymous], 1982, P 1 INT MOD AN C ORL
[6]  
[Anonymous], 2017, CONCR INT
[7]   Sensitivity-based finite element model updating using constrained optimization with a trust region algorithm [J].
Bakir, Pelin Gundes ;
Reynders, Edwin ;
De Roeck, Guido .
JOURNAL OF SOUND AND VIBRATION, 2007, 305 (1-2) :211-225
[8]   Integrating geomatic approaches, Operational Modal Analysis, advanced numerical and updating methods to evaluate the current safety conditions of the historical Boco Bridge [J].
Bautista-De Castro, Alvaro ;
Javier Sanchez-Aparicio, Luis ;
Ramos, Luis F. ;
Sena-Cruz, Jose ;
Gonzalez-Aguilera, Diego .
CONSTRUCTION AND BUILDING MATERIALS, 2018, 158 :961-984
[9]   Damage detection on a three-storey steel frame using artificial neural networks and genetic algorithms [J].
Betti, Michele ;
Facchini, Luca ;
Biagini, Paolo .
MECCANICA, 2015, 50 (03) :875-886
[10]   In situ experiments and seismic analysis of existing buildings.: Part II:: Seismic integrity threshold [J].
Boutin, C ;
Hans, S ;
Ibraim, E ;
Roussillon, P .
EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, 2005, 34 (12) :1531-1546