Improved Shewhart Chart for Damage Detection of Structural Health Monitoring Systems Conference Paper

abstract

• 2018 IEEE. In this paper, our objective is to propose a state estimation-based damage detection method to enhance monitoring of structural health systems. The proposed method, which is called particle filter (PF)-based Shewhart chart, combines the benefits of the state estimation technique with the Shewhart control chart. The main advantages of PF-based Shewhart are twofold: (i) The PF is proposed to estimate the nonlinear states of a structural health monitoring (SHM) systems; (ii) The Shewhart chart is proposed to detect damages in the mean in the SHM systems. The performance of the proposed method is proved through the three degree of freedom spring-mass-dashpot system and the effectiveness of the proposed method in damage detection is showed based on the presented results.

name of conference

• 2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)

authors

• Nounou, Hazem
• Nounou, Mohamed

published proceedings

• 2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)

author list (cited authors)

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

citation count

• 0

complete list of authors

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

publication date

• March 2018

publisher

• Institute of Electrical and Electronics Engineers (IEEE)  Publisher

Digital Object Identifier (DOI)

• 10.1109/atsip.2018.8364484

International Standard Book Number (ISBN) 13

• 9781538652398

start page

• 1

end page

• 5

URL

• https://ieeexplore.ieee.org/xpl/conhome/8360431/proceeding