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Computer Science

D-Index
36
Citations
4803
World Ranking
11349
National Ranking
20

Overview

Hazem Nounou is affiliated with Texas A&M University at Qatar in Qatar. Their research contributions span the field of engineering, with a focus on control and systems engineering, electrical and electronic engineering, mechanical engineering, renewable energy, sustainability and the environment, and safety, risk, reliability and quality.

Their research work includes extensive investigations into fault detection and control systems, machine fault diagnosis techniques, and photovoltaic system optimization techniques. Other areas of interest cover mineral processing and grinding, power system reliability and maintenance, spectroscopy and chemometric analyses, and energy load and power forecasting.

Hazem Nounou has authored or co-authored the following notable papers:

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

Frequent publication venues for Hazem Nounou include:

  • IEEE Access
  • 2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)
  • IEEE Sensors Journal
  • Sustainability
  • Computers & Chemical Engineering

The scientist frequently collaborates with several co-authors, including:

  • Mohamed Nounou
  • Majdi Mansouri
  • Kais Bouzrara
  • Mansour Hajji
  • Mohamed Faouzi Harkat

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

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

    Majdi Mansouri;Mohamed Nounou;Hazem Nounou;Nazmul Karim

  • Statistical fault detection using PCA-based GLR hypothesis testing

    Fouzi Harrou;Mohamed N. Nounou;Hazem N. Nounou;Muddu Madakyaru

  • 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

  • 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

  • PLS-based EWMA fault detection strategy for process monitoring

    Fouzi Harrou;Mohamed N. Nounou;Hazem N. Nounou;Muddu Madakyaru

  • Joint node localization and time-varying clock synchronization in wireless sensor networks

    Aitzaz Ahmad;Erchin Serpedin;Hazem Nounou;Mohamed Nounou

  • Resilient observer-based control of uncertain time-delay systems

    Magdi S. Mahmoud;Yan Shi;Hazem N. Nounou

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

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

  • Stable auto-tuning of adaptive fuzzy/neural controllers for nonlinear discrete-time systems

    H.N. Nounou;K.M. Passino

  • 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

  • Joint Node Localization and Time-Varying Clock Synchronization in Wireless Sensor Networks

    Aitzaz Ahmad;Erchin Serpedin;Hazem Nounou;Mohamed 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

  • Inferring Gene Regulatory Networks via Nonlinear State-Space Models and Exploiting Sparsity

    Amina Noor;Erchin Serpedin;Mohamed Nounou;Hazem Nounou

  • Application of adaptive fuzzy control to ac machines

    Hazem N. Nounou;Habib-ur Rehman

Frequent Co-Authors

Mohamed Nounou
Mohamed Nounou Texas A&M University at Qatar
Majdi Mansouri
Majdi Mansouri Sultan Qaboos University
Aniruddha Datta
Aniruddha Datta Texas A&M University
Erchin Serpedin
Erchin Serpedin Texas A&M University
Shankar P. Bhattacharyya
Shankar P. Bhattacharyya Texas A&M University
Nader Meskin
Nader Meskin Qatar University
Haitham Abu-Rub
Haitham Abu-Rub Hamad bin Khalifa University
Fouzi Harrou
Fouzi Harrou King Abdullah University of Science and Technology
Magdi S. Mahmoud
Magdi S. Mahmoud King Fahd University of Petroleum and Minerals
Kevin M. Passino
Kevin M. Passino The Ohio State University

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