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2020

Online reduced gaussian process regression based generalized likelihood ratio test for fault detection

Fezai, R., Mansouri, M., Abodayeh, K., Nounou, H. & Nounou, M., Jan 2020, In : Journal of Process Control. 85, p. 30-40 11 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2019

A Control Design Approach for TITO Systems Using Measured Data

Khadraoui, S., Fareh, R., Nounou, H. & Nounou, M., 1 Jan 2019, In : Journal of Dynamic Systems, Measurement and Control, Transactions of the ASME. 141, 1, 011013.

Research output: Contribution to journalArticle

Effective fault detection in structural health monitoring systems

Chaabane, M., Mansouri, M., Abodayeh, K., Ben Hamida, A., Nounou, H. & Nounou, M., 1 Jan 2019, In : Advances in Mechanical Engineering. 11, 9

Research output: Contribution to journalArticle

Open Access
1 Citation (Scopus)
1 Citation (Scopus)
5 Citations (Scopus)

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

Fazai, R., Abodayeh, K., Mansouri, M., Trabelsi, M., Nounou, H., Nounou, M. & Georghiou, G. E., 15 Sep 2019, In : Solar Energy. 190, p. 405-413 9 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Multiscale Gaussian process regression-based generalized likelihood ratio test for fault detection in water distribution networks

Fazai, R., Mansouri, M., Abodayeh, K., Puig, V., Raouf, M. I. N., Nounou, H. & Nounou, M., 1 Oct 2019, In : Engineering Applications of Artificial Intelligence. 85, p. 474-491 18 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)
4 Citations (Scopus)
2018

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

Mansouri, M., Hajji, M., Trabelsi, M., Harkat, M-F., Al-khazraji, A., Livera, A., Nounou, H. & Nounou, M., 15 Sep 2018, In : Energy. 159, p. 842-856 15 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)

A Nonparametric Approach to Design Fixed-order Controllers for Systems with Constrained Input

Khadraoui, S. & Nounou, H., 1 Jan 2018, (Accepted/In press) In : International Journal of Control, Automation and Systems.

Research output: Contribution to journalArticle

Enhanced data validation strategy of air quality monitoring network

Harkat, M-F., Mansouri, M., Nounou, M. & Nounou, H., 1 Jan 2018, In : Environmental Research. 160, p. 183-194 12 p.

Research output: Contribution to journalArticle

21 Citations (Scopus)
6 Citations (Scopus)

Fault Detection of Biological Phenomena Modeled by S-systems

Mansouri, M., Harkat, M. F., Nounou, H. & Nounou, M., 1 Jan 2018, In : IFAC-PapersOnLine. 51, 24, p. 1305-1310 6 p.

Research output: Contribution to journalArticle

Improved model based fault detection technique and application to humanoid robots

Amri, O., Mansouri, M., Al-Khazraji, A., Nounou, H., Nounou, M. & Ben Hamida, A., 1 Aug 2018, In : Mechatronics. 53, p. 140-151 12 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Kernel Generalized Likelihood Ratio Test for Fault Detection of Biological Systems

Mansouri, M., Baklouti, R., Harkat, M. F., Nounou, M., Nounou, H. & Hamida, A. B., Oct 2018, In : IEEE Transactions on Nanobioscience. 17, 4, p. 498-506 9 p., 8482243.

Research output: Contribution to journalArticle

2 Citations (Scopus)
8 Citations (Scopus)
1 Citation (Scopus)

Monitoring biological processes using univariate statistical process control

Mansouri, M., Al-Khazraji, A., Yin Teh, S., Harkat, M. F., Nounou, H. & Nounou, M., 1 Jan 2018, (Accepted/In press) In : Canadian Journal of Chemical Engineering.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Monitoring of Structural Systems Using Improved Data Driven Damage Detection Technique

Chaabane, M., Mansouri, M., Hamida, A. B., Nounou, H. & Nounou, M., 1 Jan 2018, In : IFAC-PapersOnLine. 51, 24, p. 843-848 6 p.

Research output: Contribution to journalArticle

Monitoring of Wastewater Treatment Plants using Improved Univariate Statistical Strategy

Baklouti, I., Mansouri, M., Hamida, A. B., Nounou, M. & Nounou, H., 1 Jan 2018, In : IFAC-PapersOnLine. 51, 24, p. 428-432 5 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Monitoring of wastewater treatment plants using improved univariate statistical technique

Baklouti, I., Mansouri, M., Hamida, A. B., Nounou, H. & Nounou, M., 1 May 2018, In : Process Safety and Environmental Protection. 116, p. 287-300 14 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)

Multivariate fault detection and classification using interval principal component analysis

Basha, N., Nounou, M. & Nounou, H., 1 Jul 2018, In : Journal of Computational Science. 27, p. 1-9 9 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Multivariate statistical process control-based hypothesis testing for damage detection in structural health monitoring systems

Chaabane, M., Mansouri, M., Ben Hamida, A., Nounou, H. & Nounou, M., 1 Jan 2018, (Accepted/In press) In : Structural Control and Health Monitoring. e2287.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Process monitoring using PCA-based GLR methods: A comparative study

Sheriff, M. Z., Karim, M. N., Nounou, H. & Nounou, M., 1 Jul 2018, In : Journal of Computational Science. 27, p. 227-246 20 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Robust sliding mode control for three-phase rectifier supplied by non-ideal voltage

Fnaiech, M. A., Trabelsi, M., Khalil, S., Mansouri, M., Nounou, H. & Abu-Rub, H., 1 Aug 2018, In : Control Engineering Practice. 77, p. 73-85 13 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Wavelet optimized EWMA for fault detection and application to photovoltaic systems

Mansouri, M., Al-khazraji, A., Hajji, M., Harkat, M-F., Nounou, H. & Nounou, M., 1 Jun 2018, In : Solar Energy. 167, p. 125-136 12 p.

Research output: Contribution to journalArticle

22 Citations (Scopus)
2017

Fault detection using multiscale PCA-based moving window GLRT

Sheriff, M. Z., Mansouri, M., Karim, M. N., Nounou, H. & Nounou, M., 1 Jun 2017, In : Journal of Process Control. 54, p. 47-64 18 p.

Research output: Contribution to journalArticle

45 Citations (Scopus)

Improved Statistical Fault Detection Technique and Application to Biological Phenomena Modeled by S-Systems

Mansouri, M., Nounou, M. & Nounou, H., 1 Sep 2017, In : IEEE Transactions on Nanobioscience. 16, 6, p. 504-512 9 p., 7976365.

Research output: Contribution to journalArticle

25 Citations (Scopus)

Multiscale PLS-based GLRT for fault detection of chemical processes

Botre, C., Mansouri, M., Karim, M. N., Nounou, H. & Nounou, M., 1 Mar 2017, In : Journal of Loss Prevention in the Process Industries. 46, p. 143-153 11 p.

Research output: Contribution to journalArticle

28 Citations (Scopus)
2016

Adaptive Controller Design for Unknown Systems Using Measured Data

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 1 Jul 2016, In : Asian Journal of Control. 18, 4, p. 1453-1466 14 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

A data-based technique for monitoring of wound rotor induction machines: A simulation study

Harrou, F., Ramahaleomiarantsoa, J. F., Nounou, M. & Nounou, H., 1 Sep 2016, In : Engineering Science and Technology, an International Journal. 19, 3, p. 1424-1435 12 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

A Measurement-Based Approach for Designing Fixed-Order Controllers for Unknown Closed-Loop Architecture

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 1 Mar 2016, In : Asian Journal of Control. 18, 2, p. 686-698 13 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

A measurement-based control design approach for efficient cancer chemotherapy

Khadraoui, S., Harrou, F., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 10 Mar 2016, In : Information Sciences. 333, p. 108-125 18 p.

Research output: Contribution to journalArticle

11 Citations (Scopus)

Enhanced particle filter for states and parameters estimation in structural health monitoring applications

Chaabane, M., Mansouri, M., Nounou, H., Nounou, M. & Hamida, A. B., 1 Jul 2016, In : Journal of Civil Structural Health Monitoring. 6, 3, p. 521-543 23 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Iterated Robust kernel Fuzzy Principal Component Analysis and application to fault detection

Baklouti, R., Mansouri, M., Nounou, M., Nounou, H. & Hamida, A. B., 1 Jul 2016, In : Journal of Computational Science. 15, p. 34-49 16 p.

Research output: Contribution to journalArticle

19 Citations (Scopus)

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

Mansouri, M., Nounou, M., Nounou, H. & Karim, N., 1 Mar 2016, In : Journal of Loss Prevention in the Process Industries. 40, p. 334-347 14 p.

Research output: Contribution to journalArticle

41 Citations (Scopus)

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

Botre, C., Mansouri, M., Nounou, M., Nounou, H. & Karim, M. N., 1 Sep 2016, In : Journal of Loss Prevention in the Process Industries. 43, p. 212-224 13 p.

Research output: Contribution to journalArticle

54 Citations (Scopus)

Measurement-based control approach for tuning PID controllers: application to induction machines

Khadraoui, S., Fnaiech, M. A., Nounou, H., Nounou, M., Guzinski, J., Abu-Rub, H., Datta, A. & Bhattacharyya, S. P., 2 Jul 2016, In : Journal of Control and Decision. 3, 3, p. 179-196 18 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2015
5 Citations (Scopus)

A nonparametric approach to design robust controllers for uncertain systems: Application to an air flow heating system

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 1 Dec 2015, In : Journal of Process Control. 36, p. 1-10 10 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)
4 Citations (Scopus)
20 Citations (Scopus)

Linear circuits: A measurement-based approach

Mohsenizadeh, N., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 1 Feb 2015, In : International Journal of Circuit Theory and Applications. 43, 2, p. 205-232 28 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)
1 Citation (Scopus)

PLS-based EWMA fault detection strategy for process monitoring

Harrou, F., Nounou, M., Nounou, H. & Madakyaru, M., 1 Jul 2015, In : Journal of Loss Prevention in the Process Industries. 36, p. 108-119 12 p.

Research output: Contribution to journalArticle

39 Citations (Scopus)
2014

Adaptive fuzzy logic-controlled surface mount permanent magnet synchronous motor drive

Iqbal, A., Abu-Rub, H. & Nounou, H., 1 Jan 2014, In : Systems Science and Control Engineering. 2, 1, p. 465-475 11 p.

Research output: Contribution to journalArticle

6 Citations (Scopus)

A Measurement-Based Approach for Speed Control of Induction Machines

Fnaiech, M. A., Khadraoui, S., Nounou, H., Nounou, M., Guzinski, J., Abu-Rub, H., Datta, A. & Bhattacharyya, S. P., 1 Jun 2014, In : IEEE Journal of Emerging and Selected Topics in Power Electronics. 2, 2, p. 308-318 11 p., 6704765.

Research output: Contribution to journalArticle

6 Citations (Scopus)

A measurement-based technique for designing fixed-order RST controllers and application to a coupled water tank system

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 1 Jan 2014, In : Systems Science and Control Engineering. 2, 1, p. 484-492 9 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

A model-free design of reduced-order controllers and application to a DC servomotor

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., Aug 2014, In : Automatica. 50, 8, p. 2142-2149 8 p.

Research output: Contribution to journalArticle

14 Citations (Scopus)