TY - GEN
T1 - Inhomogeneous wave correlation for propagation parameters identification in presence of uncertainties
AU - Lajili, Ramzi
AU - Bareille, O.
AU - Bouazizi, M. L.
AU - Ichchou, M. N.
AU - Bouhaddi, N.
N1 - Publisher Copyright:
© Springer International Publishing AG 2018.
PY - 2018
Y1 - 2018
N2 - In order to achieve more realistic structural parameter identification, it is inevitable to account for uncertainties. The present paper proposes a stochastic identification process to identify propagation parameters such as the wavenumber, the damping loss factor, and the wave attenuation, in presence of uncertainties. The proposed stochastic identification process combines, in a wave propagation framework, the Inhomogeneous Wave Correlation method with the Latin Hypercube Sampling method. It is compared to the identification process combining the Mc Daniel method and the Latin Hypercube Sampling method which are considered as reference for structural identification and uncertainty propagation, respectively. An isotropic beam example is considered and identification is done from Frequency Response Functions computed at several measurement points which coordinates are supposed to be the uncertain parameters. The effects of uncertainties on parameter identification are evaluated through statistical quantifications of the variability of the identified parameters. Obtained results show that all identified parameters are affected by uncertainties, except damping.
AB - In order to achieve more realistic structural parameter identification, it is inevitable to account for uncertainties. The present paper proposes a stochastic identification process to identify propagation parameters such as the wavenumber, the damping loss factor, and the wave attenuation, in presence of uncertainties. The proposed stochastic identification process combines, in a wave propagation framework, the Inhomogeneous Wave Correlation method with the Latin Hypercube Sampling method. It is compared to the identification process combining the Mc Daniel method and the Latin Hypercube Sampling method which are considered as reference for structural identification and uncertainty propagation, respectively. An isotropic beam example is considered and identification is done from Frequency Response Functions computed at several measurement points which coordinates are supposed to be the uncertain parameters. The effects of uncertainties on parameter identification are evaluated through statistical quantifications of the variability of the identified parameters. Obtained results show that all identified parameters are affected by uncertainties, except damping.
KW - Damping
KW - Inhomogeneous wave correlation
KW - Latin hypercube sampling
KW - Structural identification
KW - Uncertainties
KW - Wavenumber
UR - http://www.scopus.com/inward/record.url?scp=85036629824&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-66697-6_80
DO - 10.1007/978-3-319-66697-6_80
M3 - Conference contribution
AN - SCOPUS:85036629824
SN - 9783319666969
SN - 9783319686189
SN - 9789811053283
SN - 9789811322723
T3 - Lecture Notes in Mechanical Engineering
SP - 823
EP - 833
BT - Lecture Notes in Mechanical Engineering
A2 - Haddar, Mohamed
A2 - Chaari, Fakher
A2 - Benamara, Abdelmajid
A2 - Chouchane, Mnaouar
A2 - Aifaoui, Nizar
A2 - Karra, Chafik
PB - Springer Heidelberg
T2 - 7th Conference on Design and Modeling of Mechanical Systems, CMSM 2017
Y2 - 27 March 2017 through 29 March 2017
ER -