Multiscale PLS-based Optimized EW-GLRT for Structural Damage Detection Conference Paper

abstract

• 2018 European Control Association (EUCA). In this paper we propose a novel damage detection technique using optimized EWMA (OEWMA)-based GLRT to enhance monitoring of structural systems. The idea behind the developed damage detection algorithm is to incorporate the advantages brought forward by the OEWMA-GLRT damage detection chart with the multiscale representation of the data and input-output model (PLS). The proposed damage detection technique is tested using simulated International Association for Structural Control-American society of Civil engineers (IASC-ASCE) benchmark structure. The results demonstrate the effectiveness of the developed MSPLS-based OEWMA-GLRT when compared to the classical methods.

name of conference

• 2018 European Control Conference (ECC)

authors

• Nounou, Mohamed

published proceedings

• 2018 EUROPEAN CONTROL CONFERENCE (ECC)

author list (cited authors)

• Chaabane, M., Mansouri, M., Ben Hamida, A., Nounou, H., & Nounou, M.

citation count

• 1

complete list of authors

• Chaabane, Marwa||Mansouri, Majdi||Ben Hamida, Ahmed||Nounou, Hazem||Nounou, Mohamed

publication date

• June 2018

publisher

• Institute of Electrical and Electronics Engineers (IEEE)  Publisher

keywords

• 40 Engineering
• 4005 Civil Engineering
• 46 Information And Computing Sciences
• 4605 Data Management And Data Science

Digital Object Identifier (DOI)

• 10.23919/ecc.2018.8550281

International Standard Book Number (ISBN) 13

• 9783952426982

start page

• 2965

end page

• 2970

volume

• 00

URL

• http://dx.doi.org/10.23919/ecc.2018.8550281