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D-Index & Metrics

Engineering and Technology

D-Index
34
Citations
4095
World Ranking
9257
National Ranking
6

Overview

Majdi Mansouri is affiliated with Sultan Qaboos University in Oman and has a significant body of work predominantly in the field of Engineering. Their research contributions span several specialized subfields including Control and Systems Engineering, Electrical and Electronic Engineering, Renewable Energy, Sustainability and the Environment, Safety, Risk, Reliability and Quality, and Mechanical Engineering.

Their research focuses mainly on topics such as Fault Detection and Control Systems, Machine Fault Diagnosis Techniques, Photovoltaic System Optimization Techniques, Energy Load and Power Forecasting, Power System Reliability and Maintenance, Mineral Processing and Grinding, and Spectroscopy and Chemometric Analyses.

Recent papers authored or co-authored by Mansouri include:

  • Deep Learning-Based Fault Diagnosis of Photovoltaic Systems: A Comprehensive Review and Enhancement Prospects (2021) published in IEEE Access
  • Hidden Markov model based principal component analysis for intelligent fault diagnosis of wind energy converter systems (2020) published in Renewable Energy
  • Reduced Kernel Random Forest Technique for Fault Detection and Classification in Grid-Tied PV Systems (2020) published in IEEE Journal of Photovoltaics
  • Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems (2020) published in European Journal of Control
  • Effective Random Forest-Based Fault Detection and Diagnosis for Wind Energy Conversion Systems (2020) published in IEEE Sensors Journal

Mansouri has collaborated frequently with several researchers, including Hazem Nounou, Mohamed Nounou, Mansour Hajji, Kais Bouzrara, and Abdelmalek Kouadri, with whom they have co-authored numerous papers.

Their publication record demonstrates a consistent presence in various academic venues, with notable frequent publications in:

  • IEEE Access
  • IEEE Sensors Journal
  • 2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)
  • Sustainability
  • 2022 19th International Multi-Conference on Systems, Signals & Devices (SSD)

In addition to journal and conference contributions, Mansouri has also contributed to book publications. One such publication is "The consumer in the age of the metaverse" published in 2022 by the Centre National de la Recherche Scientifique.

Best Publications

  • Hidden Markov model based principal component analysis for intelligent fault diagnosis of wind energy converter systems

    Abdelmalek Kouadri;Abdelmalek Kouadri;Mansour Hajji;Mohamed-Faouzi Harkat;Kamaleldin Abodayeh

  • Deep Learning-Based Fault Diagnosis of Photovoltaic Systems: A Comprehensive Review and Enhancement Prospects

    Majdi Mansouri;Mohamed Trabelsi;Hazem Nounou;Mohamed Nounou

  • Fault detection using multiscale PCA-based moving window GLRT

    M. Ziyan Sheriff;M. Ziyan Sheriff;Majdi Mansouri;M. Nazmul Karim;Hazem Nounou

  • Online reduced kernel principal component analysis for process monitoring

    Radhia Fezai;Majdi Mansouri;Okba Taouali;Mohamed Faouzi Harkat

  • Kernel PCA-based GLRT for nonlinear fault detection of chemical processes

    Majdi Mansouri;Mohamed Nounou;Hazem Nounou;Nazmul Karim

  • Machine learning-based statistical testing hypothesis for fault detection in photovoltaic systems

    R. Fazai;K. Abodayeh;M. Mansouri;M. Trabelsi

  • Reduced Kernel Random Forest Technique for Fault Detection and Classification in Grid-Tied PV Systems

    Khaled Dhibi;Radhia Fezai;Majdi Mansouri;Mohamed Trabelsi

  • Interval-Valued Reduced RNN for Fault Detection and Diagnosis for Wind Energy Conversion Systems

    Unknown

  • Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems

    Mansour Hajji;Mohamed Faouzi Harkat;Mohamed Faouzi Harkat;Abdelmalek Kouadri;Abdelmalek Kouadri;Kamaleldin Abodayeh

  • Kernel PLS-based GLRT method for fault detection of chemical processes

    Chiranjivi Botre;Majdi Mansouri;Mohamed Nounou;Hazem Nounou

  • Effective Random Forest-Based Fault Detection and Diagnosis for Wind Energy Conversion Systems

    Radhia Fezai;Khaled Dhibi;Majdi Mansouri;Mohamed Trabelsi

  • Parameter identification of the STICS crop model, using an accelerated formal MCMC approach

    B. Dumont;V. Leemans;M. Mansouri;B. Bodson

  • Genetic-Algorithm-Based Neural Network for Fault Detection and Diagnosis: Application to Grid-Connected Photovoltaic Systems

    Unknown

  • An Enhanced Ensemble Learning-Based Fault Detection and Diagnosis for Grid-Connected PV Systems

    Khaled Dhibi;Majdi Mansouri;Kais Bouzrara;Hazem N. Nounou

  • Fault detection of uncertain chemical processes using interval partial least squares-based generalized likelihood ratio test

    Harkat M.-F.;Majdi Mansouri;Mohamed Nounou;Hazem Nounou

  • Online reduced kernel PLS combined with GLRT for fault detection in chemical systems

    R. Fazai;M. Mansouri;K. Abodayeh;H. Nounou

  • Wavelet optimized EWMA for fault detection and application to photovoltaic systems

    Majdi Mansouri;Ayman Al-khazraji;Mansour Hajji;Mohamed Faouzi Harkat

  • Fault detection of uncertain nonlinear process using interval-valued data-driven approach

    M.-F. Harkat;M. Mansouri;M. Nounou;H. Nounou

  • An effective statistical fault detection technique for grid connected photovoltaic systems based on an improved generalized likelihood ratio test

    Majdi Mansouri;Mansour Hajji;Mohamed Trabelsi;Mohamed Faouzi Harkat

  • Multiscale PLS-based GLRT for fault detection of chemical processes

    Chiranjivi Botre;Majdi Mansouri;M. Nazmul Karim;Hazem Nounou

  • Multiscale Kernel PLS-Based Exponentially Weighted-GLRT and Its Application to Fault Detection

    Majdi Mansouri;Mohamed Numan Nounou;Hazem Numan Nounou

  • Enhanced data validation strategy of air quality monitoring network.

    Mohamed-Faouzi Harkat;Majdi Mansouri;Mohamed Nounou;Hazem Nounou

Frequent Co-Authors

Hazem Nounou
Hazem Nounou Texas A&M University at Qatar
Mohamed Nounou
Mohamed Nounou Texas A&M University at Qatar
Cedric Richard
Cedric Richard Université Côte d'Azur
Hichem Snoussi
Hichem Snoussi University of Technology of Troyes
Haitham Abu-Rub
Haitham Abu-Rub Hamad bin Khalifa University
Lyes Khoukhi
Lyes Khoukhi University of Technology of Troyes
Michael M. Khonsari
Michael M. Khonsari Louisiana State University
Nigel H. Lovell
Nigel H. Lovell University of New South Wales
Vicenç Puig
Vicenç Puig Universitat Politècnica de Catalunya
Abdolreza Simchi
Abdolreza Simchi Sharif University of Technology

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