Mohamed Faouzi Harkat

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 25

Top Topics

Kernel Principal Component Analysis

Fault Detection

Tennessee Eastman

Top Venues

Publications

Mohammed Tahar Habib Kaib, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Abderazak Bensmail, Majdi Mansouri
Improvement of Kernel Principal Component Analysis-Based Approach for Nonlinear Process Monitoring by Data Set Size Reduction Using Class Interval. IEEE Access 12 (2024)
Kamel Zidi, Khaoula Ben Abdellafou, Ahamed Aljuhani, Okba Taouali, Mohamed Faouzi Harkat
Novel intrusion detection system based on a downsized kernel method for cybersecurity in smart agriculture. Eng. Appl. Artif. Intell. 133 (2024)
Okba Taouali, Sawcen Bacha, Khaoula Ben Abdellafou, Ahamed Aljuhani, Kamel Zidi, Rehab Alanazi, Mohamed Faouzi Harkat
Intelligent Intrusion Detection System for the Internet of Medical Things Based on Data-Driven Techniques. Comput. Syst. Sci. Eng. 47 (2) (2023)
Abdelhalim Louifi, Salah Eddine Louhab, Abdelmalek Kouadri, Lahcene Rouani, Abderazak Bensmail, Mohamed Faouzi Harkat
Interval Valued PCA-Based Approach For Fault Detection In Complex Systems. SSD (2022)
Mansour Hajji, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Kamaleldin Abodayeh, Majdi Mansouri, Hazem N. Nounou, Mohamed N. Nounou
Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems. Eur. J. Control 59 (2021)
Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat
Machine Learning based Multiscale Reduced Kernel PCA for Nonlinear Process Monitoring. SSD (2020)
Zahra Yahyaoui, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
Efficient fault detection and diagnosis of wind energy converter systems. SSD (2020)
Lamia Belguesmi, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
Machine learning approaches for fault detection and diagnosis of induction motors. SSD (2020)
Khadija Attouri, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
Fault detection in photovoltaic systems using machine learning technique. SSD (2020)
Amal Hichri, Mansour Hajji, Majdi Mansouri, Mohamed Faouzi Harkat, Abdelmalek Kouadri, Hazem N. Nounou, Mohamed N. Nounou
Fault detection and diagnosis in grid-connected photovoltaic systems. SSD (2020)
Majdi Mansouri, Radhia Fezai, Mohamed Trabelsi, Mansour Hajji, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou, Kais Bouzrara
A Novel Fault Diagnosis of Uncertain Systems Based on Interval Gaussian Process Regression: Application to Wind Energy Conversion Systems. IEEE Access 8 (2020)
Radhia Fezai, Kamaleldin Abodayeh, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou, Hassani Messaoud
Reliable Fault Detection and Diagnosis of Large-Scale Nonlinear Uncertain Systems Using Interval Reduced Kernel PLS. IEEE Access 8 (2020)
Sondes Gharsellaoui, Majdi Mansouri, Mohamed Trabelsi, Mohamed Faouzi Harkat, Shady S. Refaat, Hassani Messaoud
Interval-Valued Features Based Machine Learning Technique for Fault Detection and Diagnosis of Uncertain HVAC Systems. IEEE Access 8 (2020)
Khaled Dhibi, Radhia Fezai, Kais Bouzrara, Majdi Mansouri, Abdelmalek Kouadri, Mohamed Faouzi Harkat
Fault detection of uncertain nonlinear process using interval-valued data-driven approach. SSD (2020)
Mohamed Faouzi Harkat, Majdi Mansouri, Mohamed N. Nounou, Hazem N. Nounou
Fault detection of uncertain chemical processes using interval partial least squares-based generalized likelihood ratio test. Inf. Sci. 490 (2019)
Ines Jaffel, Okba Taouali, Mohamed Faouzi Harkat, Hassani Messaoud
Fault detection and isolation in nonlinear systems with partial Reduced Kernel Principal Component Analysis method. Trans. Inst. Meas. Control 40 (4) (2018)
Raoudha Baklouti, Ahmed Ben Hamida, Majdi Mansouri, Mohamed Faouzi Harkat, Hazem N. Nounou, Mohamed N. Nounou
Kernel Generalized Likelihood Ratio Test for Fault Detection of Chemical Processes. SMC (2018)
Radhia Fazai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Hazem N. Nounou
Reduced Kernel Principal Component Analysis for Fault Detection and Its Application to an Air Quality Monitoring Network. SMC (2018)
Mohamed Faouzi Harkat, Tarek Ait Izem, Frédéric Kratz, Majdi Mansouri, Mohamed N. Nounou, Hazem N. Nounou
Uncertain Dynamic Process Monitoring Using Moving Window PCA for Interval-Valued Data. DX (2018)
Radhia Fezai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila
Fault Diagnosis for Dynamic Nonlinear System Based on Variable Moving Window KPCA. SSD (2018)
Raoudha Baklouti, Ahmed Ben Hamida, Majdi Mansouri, Mohamed Faouzi Harkat, Mohamed N. Nounou, Hazem N. Nounou
Effective monitoring of an air quality network. ATSIP (2018)
Radhia Fazai, Majdi Mansouri, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila, Mohamed N. Nounou
Fault Detection of the Tennessee Eastman Process using Online Reduced Kernel PCA. ECC (2018)
Majdi Mansouri, Hazem N. Nounou, Mohamed Faouzi Harkat, Mohamed N. Nounou
Fault detection of chemical processes using improved generalized likelihood ratio test. DSP (2017)
Ines Jaffel, Radhia Fezai, Okba Taouali, Mohamed Faouzi Harkat, Hassani Messaoud
Fault detection localization and reconstruction in nonlinear system using RKPCA method and RBC. ICCAD (2017)
Radhia Fezai, Ines Jaffel, Okba Taouali, Mohamed Faouzi Harkat, Nasreddine Bouguila
Online process monitoring based on kernel method. ICCAD (2017)
Chakour Chouaib, Mohamed Faouzi Harkat, Djeghaba Messaoud
Adaptive kernel principal component analysis for nonlinear dynamic process monitoring. ASCC (2013)
Messaoud Bouakkaz, Mohamed Faouzi Harkat
Combined Input Training and Radial Basis Function Neural Networks based Nonlinear Principal Components Analysis Model Applied for Process Monitoring. IJCCI (2012)
Amin Haji Abolhassani, Sid-Ahmed Selouani, Douglas D. O'Shaughnessy, Mohamed Faouzi Harkat
Speech enhancement using PCA and variance of the reconstruction error model identification. INTERSPEECH (2007)
Mohamed Faouzi Harkat, Salah Djelel, Noureddine Doghmane, Mohamed Benouaret
Sensor fault detection, isolation and reconstruction using nonlinear principal component analysis. Int. J. Autom. Comput. 4 (2) (2007)