Search Results - "Chaabane, Marwa"

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  1. 1

    Effective fault detection in structural health monitoring systems by Chaabane, Marwa, Mansouri, Majdi, Abodayeh, Kamaleldin, Ben Hamida, Ahmed, Nounou, Hazem, Nounou, Mohamed

    Published in Advances in mechanical engineering (01-09-2019)
    “…A new fault detection technique is considered in this article. It is based on kernel partial least squares, exponentially weighted moving average, and…”
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    Journal Article
  2. 2

    Multivariate statistical process control‐based hypothesis testing for damage detection in structural health monitoring systems by Chaabane, Marwa, Mansouri, Majdi, Ben Hamida, Ahmed, Nounou, Hazem, Nounou, Mohamed

    Published in Structural control and health monitoring (01-01-2019)
    “…Summary The objective of this paper is to propose a new damage detection technique based on multiscale partial least squares (MSPLS) and optimized…”
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    Journal Article
  3. 3
  4. 4

    Enhanced particle filter for states and parameters estimation in structural health monitoring applications by Chaabane, Marwa, Mansouri, Majdi, Nounou, Hazem, Nounou, Mohamed, Hamida, Ahmed Ben

    “…In this paper, an iterated square-root central difference Kalman particle filter method (ISRCDKF-PF) is used for the estimation of the state variables and…”
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    Journal Article
  5. 5

    fMRI Imaging Based Human Brain Parcellation Methods: A review by Abdedayem, Fatma, Kallel, Fathi, Chaabane, Marwa, Hamida, Ahmed Ben, Sellami, Lamia

    “…In the context of functional magnetic resonance imaging (fMRI) images, human brain parcellation is a very critical issue for human brain network generation,…”
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    Conference Proceeding
  6. 6

    Enhanced data-driven Damage Detection for Structural Health Monitoring Systems by Chaabane, Marwa, Hamida, Ahmed Ben, Mansouri, Majdi, Nounou, Hazem, Nounou, Mohamed

    “…In structural engineering, it is essential to monitor the operation condition of an aging structure. Thus, damage detection is widely used for structure…”
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    Conference Proceeding
  7. 7

    Multiscale PLS-based Optimized EW-GLRT for Structural Damage Detection by Chaabane, Marwa, Mansouri, Majdi, Hamida, Ahmed Ben, Nounou, Hazem, Nounou, Mohamed

    Published in 2018 European Control Conference (ECC) (01-06-2018)
    “…In this paper we propose a novel damage detection technique using optimized EWMA (OEWMA)-based GLRT to enhance monitoring of structural systems. The idea…”
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    Conference Proceeding
  8. 8

    Damage detection using enhanced multivariate statistical process control technique by Chaabane, Marwa, Ben Hamida, Ahmed, Mansouri, Majdi, Nounou, Hazem N., Avci, Onur

    “…This paper addresses the problem of damage detection technique of structural health monitoring (SHM). Kernel principal components analysis (KPCA)-based…”
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    Conference Proceeding
  9. 9

    Improved shewhart chart for damage detection of structural health monitoring systems by Chaabane, Marwa, Ben Hamida, Ahmed, Mansouri, Majdi, Nounou, Hazem, Nounou, Mohamed

    “…In this paper, our objective is to propose a state estimation-based damage detection method to enhance monitoring of structural health systems. The proposed…”
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    Conference Proceeding
  10. 10

    Damage detection in structural health monitoring using kernel PLS based GLR by Chaabane, Marwa, Mansouri, Majdi, Nounou, Hazem, Nounou, Mohamed, Ben Slima, Mohamed, Ben Hamida, Ahmed

    “…The objective of this paper is to extend the applicability of the GLR method to a wide range of practical systems. Most real systems are nonlinear,…”
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    Conference Proceeding
  11. 11

    Bayesian method for states estimation in structural health monitoring application by Chaabane, Marwa, Mansouri, Majdi, Jaoua, Nouha, Ben Hamida, Ahmed, Nounou, Hazem

    “…An important goal in structural health monitoring (SHM) is to identify the state of the structure in order to detect when damage occurs. In this paper, we…”
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    Conference Proceeding