@InProceedings{TorresChiwCamp:2015:MuCoAl,
author = "Torres, Reynier Hernandez and Chiwiacosky, Leonardo Dagnino and
Campos Velho, Haroldo Fraga de",
affiliation = "{Instituto Nacional de Pesquisas Espaciais (INPE)} and
{Universidade do Vale do Rio dos Sinos (UNISINOS)} and {Instituto
Nacional de Pesquisas Espaciais (INPE)}",
title = "Multi-particle collision algorithm with Hooke-Jeeves for solving a
structural damage detection problem",
booktitle = "Proceedings...",
year = "2015",
pages = "1--12",
organization = "International Conference on Composite Science and Technology, 10.
(ICCST)",
publisher = "Instituto Superior T{\'e}cnico",
keywords = "Inverse vibration problem, Damage identifitcation, Metaheuristic
algorithm, MPCA: multi-particle collision algorithm, Hooke-Jeeves
method.",
abstract = "A structural damage detection problem is tackled using a recent
metaheuristic algorithm (Multi-Particle Collision Algorithm MPCA)
associated with a deterministic approach the Hooke-Jeeves
approach. The inverse problem of damage identification is
formulated as an optimization problem assuming the displacement
time history as experimental data. The objective function is
defined by the square difference between the measured displacement
and the displacement computed by using the forward model. The
proposed hybrid approach consists of the MPCA metaheuristic
coupled with the local search method of Hooke-Jeeves. A parallel
version of MPCA technique using Message Passing Interface (MPI) is
implemented since it reduces the computation time. Three different
structures were considered for testing the methodology: damped
springmass system, truss, and beam structure models. Finite
element method was used for structure modeling with a different
number of degrees of freedom (DOF). Experimental data was created
in silico (synthetic experimental data). Time-invariant damages
were assumed to generate the synthetic displacement data.
Experiments with noiseless and noisy data were carried out. Level
of noise of two and five percent were considered. Good estimations
of damage location and quantification have been achieved.",
conference-location = "Lisboa, Portugal",
conference-year = "2-4 Sept.",
label = "lattes: 5142426481528206 3 TorresChiwCamp:2015:MuCoAl",
language = "en",
targetfile = "1_torres2.pdf",
url = "http://www.dem.ist.utl.pt/iccst10/files/ICCST10_Proceedings/pdf/WEB_PAPERS/ICCST10_Upload_195.pdf",
volume = "1",
urlaccessdate = "23 maio 2024"
}