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M

Mohamed Faouzi Harkat

National Higher School of Technology and Engineering

26H指数
118论文数
2.2K被引数
收录论文 24
发表时间
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Development of a Machine Learning Model for Fault Classification of Photovoltaic Systems光伏系统故障分类的机器学习模型开发
errEnergies
IF3.2
err2026-04-30
err0
errOAAI
errSara Zaoui; Abdelmalek Kouadri; Mohamed Faouzi Harkat; Majdi Mansouri; Lazhar Kheriji
err分享
err收藏
Data size reduction approach for nonlinear process monitoring refinement using Kernel PCA technique基于核主成分分析技术用于非线性过程监控精化的数据规模缩减方法
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-05-01
err1
PREAI
errKaib, Mohammed Tahar Habib; Kouadri, Abdelmalek; Harkat, Mohamed Faouzi; Bensmail, Abderazak
err分享
err收藏
PFEKF Filter-Based Fault Detection and Isolation in Non-Linear Systems
errINTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING
IF3.8
err2025-02-20
err0
PREAI
errGuedaouria, Ismain; Doghmane, Noureddine; Harkat, Mohamed-Faouzi
err分享
err收藏
Sensor Fault Detection in Uncertain Large-Scale Systems Using Interval-Valued PCA Technique
errIEEE SENSORS JOURNAL
IF4.5
err2025-01-15
err0
PREAI
errLouifi, Abdelhalim; Kouadri, Abdelmalek; Harkat, Mohamed Faouzi; Bensmail, Abderazak; Mansouri, Majdi
err分享
err收藏
Improvement of Kernel Principal Component Analysis-Based Approach for Nonlinear Process Monitoring by Data Set Size Reduction Using Class Interval
errIEEE ACCESS
IF3.6
err2024-01-01
err5
errOAAI
errKaib, Mohammed Tahar Habib; Kouadri, Abdelmalek; Harkat, Mohamed-Faouzi; Bensmail, Abderazak; Mansouri, Majdi
err分享
err收藏
Improving kernel PCA-based algorithm for fault detection in nonlinear industrial process through fractal dimension
errPROCESS SAFETY AND ENVIRONMENTAL PROTECTION
IF7.8
err2023-11-01
err8
PREAI
errKaib, Mohammed Tahar Habib; Kouadri, Abdelmalek; Harkat, Mohamed Faouzi; Bensmail, Abderazak; Mansouri, Majdi
err分享
err收藏
RKPCA-based approach for fault detection in large scale systems using variogram method
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2022-06-01
err10
PREAI
errKalb, Mohammed Tahar Habib; Kouadri, Abdelmalek; Harkat, Mohamed Faouzi; Bensmail, Abderazak
err分享
err收藏
Shading fault detection in a grid-connected PV system using vertices principal component analysis
errRENEWABLE ENERGY
IF9.1
err2021-02-01
err41
PREAI
errRouani, Lahcene; Harkat, Mohamed Faouzi; Kouadri, Abdelmalek; Mekhilef, Saad
err分享
err收藏
A Hybrid Approach for Process Monitoring: Improving Data-Driven Methodologies With Dataset Size Reduction and Interval-Valued Representation
errIEEE SENSORS JOURNAL
IF4.5
err2020-09-01
err28
PREAI
errDhibi, Khaled; Fezai, Radhia; Mansouri, Majdi; Kouadri, Abdelmalek; Harkat, Mohamed-Faouzi; Bouzara, Kais; Nounou, Hazem; Nounou, Mohamed
err分享
err收藏
New reduced kernel PCA for fault detection and diagnosis in cement rotary kiln
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2020-09-01
err42
PREAI
errBencheikh, F.; Harkat, M. F.; Kouadri, A.; Bensmail, A.
err分享
err收藏
Hidden Markov model based principal component analysis for intelligent fault diagnosis of wind energy converter systems
errRENEWABLE ENERGY
IF9.1
err2020-05-01
err109
PREAI
errKouadri, Abdelmalek; Hajji, Mansour; Harkat, Mohamed-Faouzi; Abodayeh, Kamaleldin; Mansouri, Majdi; Nounou, Hazem; Nounou, Mohamed
err分享
err收藏
Reliable Fault Detection and Diagnosis of Large-Scale Nonlinear Uncertain Systems Using Interval Reduced Kernel PLS
errIEEE ACCESS
IF3.6
err2020-01-01
err14
errOAAI
errFezai, Radhia; Abodayeh, Kamaleldin; Mansouri, Majdi; Kouadri, Abdelmalek; Harkat, Mohamed-Faouzi; Nounou, Hazem; Nounou, Mohamed; Messaoud, Hassani
err分享
err收藏
Interval-Valued Features Based Machine Learning Technique for Fault Detection and Diagnosis of Uncertain HVAC Systems基于区间值特征的不确定HVAC系统故障检测与诊断的机器学习技术
errIEEE ACCESS
IF3.6
err2020-01-01
err15
errOAAI
errGharsellaoui, Sondes; Mansouri, Majdi; Trabelsi, Mohamed Abdallah; Harkat, Mohamed-Faouzi; Refaat, Shady S.; Messaoud, Hassani
err分享
err收藏
A Novel Fault Diagnosis of Uncertain Systems Based on Interval Gaussian Process Regression: Application to Wind Energy Conversion Systems
errIEEE ACCESS
IF3.6
err2020-01-01
err21
errOAAI
errMansouri, Majdi; Fezai, Radhia; Trabelsi, Mohamed; Hajji, Mansour; Harkat, Mohamed-Faouzi; Nounou, Hazem; Nounou, Mohamed N.; Bouzrara, Kais
err分享
err收藏
Fault detection of uncertain nonlinear process using interval-valued data-driven approach
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2019-09-01
err46
PREAI
errHarkat, M. -F.; Mansouri, M.; Nounou, M.; Nounou, H.
err分享
err收藏
Kernel Generalized Likelihood Ratio Test for Fault Detection of Biological Systems
errIEEE TRANSACTIONS ON NANOBIOSCIENCE
IF4.4
err2018-10-01
err17
PREAI
errMansouri, Majdi; Baklouti, Raoudha; Harkat, Mohamed Faouzi; Nounou, Mohamed; Nounou, Hazem; Ben Hamida, Ahmed
err分享
err收藏
An effective statistical fault detection technique for grid connected photovoltaic systems based on an improved generalized likelihood ratio test
errENERGY
IF9.4
err2018-09-01
err45
PREAI
errMansouri, Majdi; Hajji, Mansour; Trabelsi, Mohamed; Harkat, Mohamed Faouzi; Al-khazraji, Ayman; Livera, Andreas; Nounou, Hazem; Nounou, Mohamed
err分享
err收藏
Wavelet optimized EWMA for fault detection and application to photovoltaic systems小波优化EWMA在光伏系统故障检测中的应用
errSOLAR ENERGY
IF6.6
err2018-06-01
err51
PREAI
errMansouri, Majdi; Al-Khazraji, Ayman; Hajji, Mansour; Harkat, Mohamed Faouzi; Nounou, Hazem; Nounou, Mohamed
err分享
err收藏
Midpoint-radii principal component analysis-based EWMA and application to air quality monitoring network
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2018-04-01
err23
PREAI
errMansouri, M.; Harkat, M. -F.; Nounou, M.; Nounou, H.
err分享
err收藏
On the application of interval PCA to process monitoring: A robust strategy for sensor FDI with new efficient control statistics
errJOURNAL OF PROCESS CONTROL
IF3.9
err2018-03-01
err51
PREAI
errAit-Izem, Tarek; Harkat, M-Faouzi; Djeghaba, Messaoud; Kratz, Frederic
err分享
err收藏

研究方向

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