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1

Diagnostic de fonctionnement de capteurs d'un réseau de surveillance de la qualité de l'air par analyse en composantes principales

Harkat, Mohamed-Faouzi, Mourot, Gilles, Ragot, José

Journal:

Journal Européen des Systèmes Automatisés

Year:

2005

Language:

french

File:

PDF, 995 KB

french, 2005

2

A new fault detection method for nonlinear process monitoring

Fazai, Radhia, Taouali, Okba, Harkat, Mohamed Faouzi, Bouguila, Nasereddine

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2016

Language:

english

File:

PDF, 854 KB

english, 2016

3

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

Mansouri, Majdi, Hajji, Mansour, Trabelsi, Mohamed, Harkat, Mohamed Faouzi, Al-khazraji, Ayman, Livera, Andreas, Nounou, Hazem, Nounou, Mohamed

Journal:

Year:

2018

Language:

english

File:

PDF, 2.27 MB

english, 2018

4

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

Kouadri, Abdelmalek, Hajji, Mansour, Harkat, Mohamed-Faouzi, Abodayeh, Kamaleldin, Mansouri, Majdi, Nounou, Hazem, Nounou, Mohamed

Journal:

Renewable Energy

Year:

2020

File:

PDF, 1.37 MB

2020

5

New sensor fault detection and isolation strategyâbased intervalâvalued data

Harkat, Mohamed Faouzi, Mansouri, Majdi, Abodayeh, Kamaleldin, Nounou, Mohamed, Nounou, Hazem

Journal:

Journal of Chemometrics

Year:

2020

File:

PDF, 5.41 MB

2020

6

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

Hajji, Mansour, Harkat, Mohamed-Faouzi, Kouadri, Abdelmalek, Abodayeh, Kamaleldin, Mansouri, Majdi, Nounou, Hazem, Nounou, Mohamed

Journal:

European Journal of Control

Year:

2020

File:

PDF, 1.93 MB

2020

7

An improved PCA scheme for sensor FDI: Application to an air quality monitoring network

Mohamed-Faouzi Harkat, Gilles Mourot, José Ragot

Journal:

Journal of Process Control

Year:

2006

Language:

english

File:

PDF, 722 KB

english, 2006

8

Sensor fault detection, isolation and reconstruction using nonlinear principal component analysis

Mohamed-Faouzi Harkat, Salah Djelel, Noureddine Doghmane, Mohamed Benouaret

Journal:

International Journal of Automation and Computing

Year:

2007

Language:

english

File:

PDF, 620 KB

english, 2007

9

[IEEE 2009 Second International Conference on Computer and Electrical Engineering - Dubai, UAE (2009.12.28-2009.12.30)] 2009 Second International Conference on Computer and Electrical Engineering - Diagnosis and Detection of Short-Circuit in a Three-Phase Induction Machine

Soufi, Youcef, Bahi, Tahar, Harkat, Mohamed Faouzi, Merabet, Hichem

Year:

2009

Language:

english

File:

PDF, 464 KB

english, 2009

10

[IEEE 2013 3rd International Conference on Systems and Control (ICSC) - ALGIERS, Algeria (2013.10.29-2013.10.31)] 3rd International Conference on Systems and Control - Fault diagnosis of nonlinear processes based on structured adaptive kernel PCA

Chakour, Chouaib, Harkat Mohamed, Faouzi, Djeghaba, Messaoud

Year:

2013

Language:

english

File:

PDF, 510 KB

english, 2013

11

[IEEE 2013 9th Asian Control Conference (ASCC) - Istanbul, Turkey (2013.06.23-2013.06.26)] 2013 9th Asian Control Conference (ASCC) - Adaptive kernel principal component analysis for nonlinear dynamic process monitoring

Chouaib, Chakour, Mohamed-Faouzi, Harkat, Messaoud, Djeghaba

Year:

2013

Language:

english

File:

PDF, 796 KB

english, 2013

12

[IEEE 2013 3rd International Conference on Systems and Control (ICSC) - ALGIERS, Algeria (2013.10.29-2013.10.31)] 3rd International Conference on Systems and Control - Residual structuration based on a new observer scheme for sensor fault detection and isolation

Djeddi, Abdelghani, Harkat, Mohamed Faouzi

Year:

2013

Language:

english

File:

PDF, 328 KB

english, 2013

13

Online process monitoring using a new PCMD index

Jaffel, Ines, Taouali, Okba, Harkat, Mohamed Faouzi, Messaoud, Hassani

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2015

Language:

english

File:

PDF, 723 KB

english, 2015

14

New fault detection method based on reduced kernel principal component analysis (RKPCA)

Taouali, Okba, Jaffel, Ines, Lahdhiri, Hajer, Harkat, Mohamed Faouzi, Messaoud, Hassani

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2016

Language:

english

File:

PDF, 422 KB

english, 2016

15

A Fault Detection Index Using Principal Component Analysis And Mahalanobis Distance

Jaffel, I., Taouali, O., Harkat, M. Faouzi, Messaoud, H.

Journal:

IFAC-PapersOnLine

Year:

2015

Language:

english

File:

PDF, 526 KB

english, 2015

16

Fault Detection and Isolation Using Interval Principal Component Analysis Methods

IZEM, Tarek AIT, BOUGHELOUM, Wafa, HARKAT, Mohamed Faouzi, DJEGHABA, Messaoud

Journal:

IFAC-PapersOnLine

Year:

2015

Language:

english

File:

PDF, 1.12 MB

english, 2015

17

Kernel principal component analysis with reduced complexity for nonlinear dynamic process monitoring

Jaffel, Ines, Taouali, Okba, Harkat, Mohamed Faouzi, Messaoud, Hassani

Journal:

The International Journal of Advanced Manufacturing Technology

Year:

2016

Language:

english

File:

PDF, 1.21 MB

english, 2016

18

Multiple sensor fault detection and isolation of an air quality monitoring network using RBF-NLPCA model

Harkat, Mohamed Faouzi, Tharrault, Yvon, Mourot, Gilles, Ragot, Jose

Journal:

International Journal of Adaptive and Innovative Systems

Year:

2010

Language:

english

File:

PDF, 351 KB

english, 2010

19

Variable Reconstruction Using RBF-NLPCA for Process Monitoring

Faouzi Harkat, M., Mourot, Gilles, Ragot, José

Journal:

IFAC Proceedings Volumes

Year:

2003

Language:

english

File:

PDF, 627 KB

english, 2003

20

Enhanced data validation strategy of air quality monitoring network

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

Journal:

Environmental Research

Year:

2018

Language:

english

File:

PDF, 2.52 MB

english, 2018

21

Sensor Fault Detection Based on Principal Component Analysis for Interval-Valued Data

Ait-Izem, Tarek, Harkat, M-Faouzi, Djeghaba, Messaoud, Kratz, Frédéric

Journal:

Quality Engineering

Year:

2017

Language:

english

File:

PDF, 734 KB

english, 2017

22

Online reduced kernel principal component analysis for process monitoring

Fezai, Radhia, Mansouri, Majdi, Taouali, Okba, Harkat, Mohamed Faouzi, Bouguila, Nasreddine

Journal:

Journal of Process Control

Year:

2018

Language:

english

File:

PDF, 1.78 MB

english, 2018

23

On the application of interval PCA to process monitoring: A robust strategy for sensor FDI with new efficient control statistics

Ait-Izem, Tarek, Harkat, M-Faouzi, Djeghaba, Messaoud, Kratz, Frédéric

Journal:

Journal of Process Control

Year:

2018

Language:

english

File:

PDF, 3.14 MB

english, 2018

24

[IEEE 2017 22nd International Conference on Digital Signal Processing (DSP) - London, United Kingdom (2017.8.23-2017.8.25)] 2017 22nd International Conference on Digital Signal Processing (DSP) - Fault detection of chemical processes using improved generalized likelihood ratio test

Mansouri, Majdi, Nounou, Hazem, Harkat, Mohamed Faouzi, Nounou, Mohamed

Year:

2017

Language:

english

File:

PDF, 381 KB

english, 2017

25

[IEEE 2017 IEEE Workshop on Environmental, Energy, and Structural Monitoring Systems (EESMS) - Milan, Italy (2017.7.24-2017.7.25)] 2017 IEEE Workshop on Environmental, Energy, and Structural Monitoring Systems (EESMS) - Enhanced fault detection of an air quality monitoring network

Mansouri, Majdi, Nounou, Hazem, Harkat, Mohamed Faouzi, Nounou, Mohamed

Year:

2017

Language:

english

File:

PDF, 991 KB

english, 2017

26

Wavelet optimized EWMA for fault detection and application to photovoltaic systems

Mansouri, Majdi, Al-khazraji, Ayman, Hajji, Mansour, Harkat, Mohamed Faouzi, Nounou, Hazem, Nounou, Mohamed

Journal:

Year:

2018

Language:

english

File:

PDF, 1.33 MB

english, 2018

27

[IEEE 2017 International Conference on Control, Automation and Diagnosis (ICCAD) - Hammamet, Tunisia (2017.1.19-2017.1.21)] 2017 International Conference on Control, Automation and Diagnosis (ICCAD) - Fault detection localization and reconstruction in nonlinear system using RKPCA method and RBC

Jaffel, Ines, Fezai, Radhia, Taouali, Okba, Harkat, Mohamed Faouzi, Messaoud, Hassani

Year:

2017

Language:

english

File:

PDF, 737 KB

english, 2017

28

[IEEE 2017 International Conference on Control, Automation and Diagnosis (ICCAD) - Hammamet, Tunisia (2017.1.19-2017.1.21)] 2017 International Conference on Control, Automation and Diagnosis (ICCAD) - Online process monitoring based on kernel method

Fezai, Radhia, Jaffel, Ines, Taouali, Okba, Harkat, Mohamed Faouzi, Bouguila, Nasreddine

Year:

2017

Language:

english

File:

PDF, 767 KB

english, 2017

29

[IEEE 2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP) - Sousse, Tunisia (2018.3.21-2018.3.24)] 2018 4th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP) - Effective monitoring of an air quality network

Baklouti, Raoudha, Ben Hamida, Ahmed, Mansouri, Majdi, Harkat, Mohamed-Faouzi, Nounou, Mohamed, Nounou, Hazem

Year:

2018

Language:

english

File:

PDF, 318 KB

english, 2018

30

Enhanced generalized likelihood ratio test for failure detection in photovoltaic systems

Mansouri, Majdi, Hajji, Mansour, Trabelsi, Mohamed, Al-khazraji, Ayman, Harkat, Mohamed Faouzi, Nounou, Hazem, Nounou, Mohamed

Journal:

International Transactions on Electrical Energy Systems

Year:

2018

Language:

english

File:

PDF, 2.62 MB

english, 2018

31

Model-based and data-driven with multiscale sum of squares double EWMA control chart for fault detection in biological systems

Mansouri, Majdi, Harkat, Mohamed Faouzi, Teh, Sin Yin, Al-khazraji, Ayman, Nounou, Hazem, Nounou, Mohamed, Marie-Laure, Abel

Journal:

Journal of Chemometrics

Year:

2018

Language:

english

File:

PDF, 3.12 MB

english, 2018

32

Monitoring Biological Processes using Univariate Statistical Process Control

Mansouri, Majdi, Al-Khazraji, Ayman, Teh, Sin Yin, Harkat, Mohamed-Faouzi, Nounou, Hazem, Nounou, Mohamed

Journal:

The Canadian Journal of Chemical Engineering

Year:

2018

Language:

english

File:

PDF, 1.51 MB

english, 2018

33

Kernel Generalized Likelihood Ratio Test for Fault Detection of Biological Systems

Mansouri, Majdi, Baklouti, Raoudha, Harkat, Mohamed Faouzi, Nounou, Mohamed, Nounou, Hazem, Hamida, Ahmed Ben

Journal:

IEEE Transactions on NanoBioscience

Year:

2018

Language:

english

File:

PDF, 928 KB

english, 2018

34

[IEEE 2018 15th International Multi-Conference on Systems, Signals & Devices (SSD) - Yassmine Hammamet, Tunisia (2018.3.19-2018.3.22)] 2018 15th International Multi-Conference on Systems, Signals & Devices (SSD) - Fault Diagnosis for Dynamic Nonlinear System Based on Variable Moving Window KPCA

Fezai, Radhia, Mansouri, Majdi, Taouali, Okba, Harkat, Mohamed Faouzi, Bouguila, Nasreddine

Year:

2018

Language:

english

File:

PDF, 351 KB

english, 2018

35

Fault Detection of Biological Phenomena Modeled by S-systems

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

Journal:

IFAC-PapersOnLine

Year:

2018

Language:

english

File:

PDF, 574 KB

english, 2018

36

Fault Detection of Biological Phenomena Modeled by S-systems

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

Journal:

IFAC-PapersOnLine

Year:

2018

File:

PDF, 574 KB

2018

37

Reliable Fault Detection and Diagnosis of Large-Scale Nonlinear Uncertain Systems Using Interval Reduced Kernel PLS

Fezai, Radhia, Abodayeh, Kamaleldin, Mansouri, Majdi, Kouadri, Abdelmalek, Harkat, Mohamed-Faouzi, Nounou, Hazem, Nounou, Mohamed, Messaoud, Hassani

Journal:

Year:

2020

File:

PDF, 1.51 MB

2020

38

[IEEE 2019 International Conference on Advanced Electrical Engineering (ICAEE) - Algiers, Algeria (2019.11.19-2019.11.21)] 2019 International Conference on Advanced Electrical Engineering (ICAEE) - Sensor fault detection and isolation techniques based on PCA

Berbache, Soraya, Harkat, Mohamed Faouzi, Kratz, Frederic

Year:

2019

File:

PDF, 901 KB

2019

39

A hybrid approach for process monitoring: improving data-driven methodologies with dataset size reduction and interval-valued representation

Dhibi, Khaled, Fezai, Radhia, Mansouri, Majdi, Kouadri, Abdelmalek, Harkat, Mohamed-Faouzi, Bouzara, Kais, Nounou, Hazem, Nounou, Mohamed

Journal:

IEEE Sensors Journal

Year:

2020

File:

PDF, 1.67 MB

2020

40

Interval-Valued Features based Machine Learning Technique for Fault Detection and Diagnosis of Uncertain HVAC Systems

Gharsellaoui, Sondes, Mansouri, Majdi, Trabelsi, Mohamed, Harkat, Mohamed-Faouzi, Refaat, Shady S., Messaoud, Hassani

Journal:

Year:

2020

File:

PDF, 651 KB

2020

41

[IEEE 2019 1st International Conference on Sustainable Renewable Energy Systems and Applications (ICSRESA) - Tebessa, Algeria (2019.12.4-2019.12.5)] 2019 1st International Conference on Sustainable Renewable Energy Systems and Applications (ICSRESA) - Fault Diagnosis of Tennessee Eastman Process Based on Static PCA

Soraya, Berbache, Faouzi, Harkat Mohamed, Abderrazak, Lachouri

Year:

2019

File:

PDF, 562 KB

2019

42

Shading fault detection in a grid-connected PV system using vertices principal component analysis

Rouani, Lahcene, Harkat, Mohamed Faouzi, Kouadri, Abdelmalek, Mekhilef, Saad

Journal:

Renewable Energy

Year:

2020

File:

PDF, 4.09 MB

2020

43

A Novel Fault Diagnosis of Uncertain Systems Based on Interval Gaussian Process Regression: Application to Wind Energy Conversion Systems

Mansouri, Majdi, Fezai, Radhia, Trabelsi, Mohamed, Hajji, Mansour, Harkat, Mohamed-Faouzi, Nounou, Hazem, Nounou, Mohamed N., Bouzrara, Kais

Journal:

Year:

2020

File:

PDF, 1.41 MB

2020