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Research Output

Article
1 Citation (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)
8 Citations (Scopus)
1 Citation (Scopus)
3 Citations (Scopus)

Model-free controller tuning based on DFT processing: Application to induction motor drives

Fnaiech, M. A., Khadraoui, S., Nounou, H., Nounou, M., Guzinski, J., Abu-Rub, H., Datta, A. & Bhattacharyya, S. P., 1 Dec 2014, In : IEEE Journal of Emerging and Selected Topics in Power Electronics. 2, 4, p. 1013-1023 11 p., 6866106.

Research output: Contribution to journalArticle

2 Citations (Scopus)

Modeling of nonlinear biological phenomena modeled by S-systems

Mansouri, M., Nounou, H., Nounou, M. & Datta, A. A., 2014, In : Mathematical Biosciences. 249, 1, p. 75-91 17 p.

Research output: Contribution to journalArticle

8 Citations (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)

Multiscale denoising of biological data: A comparative analysis

Nounou, M., Nounou, H., Meskin, N., Datta, A. & Dougherty, E. R., 2012, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 9, 5, p. 1539-1544 6 p., 6193095.

Research output: Contribution to journalArticle

18 Citations (Scopus)
12 Citations (Scopus)

Multiscale fuzzy Kalman filtering

Nounou, H. & Nounou, M., Aug 2006, In : Engineering Applications of Artificial Intelligence. 19, 5, p. 439-450 12 p.

Research output: Contribution to journalArticle

18 Citations (Scopus)

Multiscale fuzzy system identification

Nounou, M. & Nounou, H., Oct 2005, In : Journal of Process Control. 15, 7, p. 763-770 8 p.

Research output: Contribution to journalArticle

11 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

2 Citations (Scopus)

Multiscale latent variable regression

Nounou, M. & Nounou, H., 2010, In : International Journal of Chemical Engineering. 935315.

Research output: Contribution to journalArticle

3 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

25 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)

Network-wide clock synchronization via message passing with exponentially distributed link delays

Zennaro, D., Ahmad, A., Vangelista, L., Serpedin, E., Nounou, H. & Nounou, M., 2013, In : IEEE Transactions on Communications. 61, 5, p. 2012-2024 13 p., 6468998.

Research output: Contribution to journalArticle

18 Citations (Scopus)
4 Citations (Scopus)

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)
3 Citations (Scopus)

Parameter estimation of biological phenomena: An unscented kalman filter approach

Meskin, N., Nounou, H., Nounou, M. & Datta, A., 2013, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 10, 2, p. 537-543 7 p., 6477037.

Research output: Contribution to journalArticle

14 Citations (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)

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)
3 Citations (Scopus)

Resilient observer-based control of uncertain time-delay systems

Mahmoud, M. S., Shi, Y. & Nounou, H., Apr 2007, In : International Journal of Innovative Computing, Information and Control. 3, 2, p. 407-418 12 p.

Research output: Contribution to journalArticle

82 Citations (Scopus)
9 Citations (Scopus)

ROBNCA: Robust network component analysis for recovering transcription factor activities

Noor, A., Ahmad, A., Serpedin, E., Nounou, M. & Nounou, H., 2013, In : Bioinformatics. 29, 19, p. 2410-2418 9 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Robust adaptive sliding-mode control for continuous time-delay systems

Nounou, M., Nounou, H. & Mahmoud, M. S., Sep 2007, In : IMA Journal of Mathematical Control and Information. 24, 3, p. 299-313 15 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)

Robust dissipative control for internet-based switching systems

Mahmoud, M. S., Nounou, H. & Xia, Y., Feb 2010, In : Journal of the Franklin Institute. 347, 1, p. 154-172 19 p.

Research output: Contribution to journalArticle

53 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)

Secure and robust clustering for quantized target tracking in wireless sensor networks

Mansouri, M., Khoukhi, L., Nounou, H. & Nounou, M., Apr 2013, In : Journal of Communications and Networks. 15, 2, p. 164-172 9 p., 6512240.

Research output: Contribution to journalArticle

17 Citations (Scopus)

Simultaneous output feedback stabilization of time-delay systems

Mahmoud, M. S. & Nounou, H., Jun 2006, In : IMA Journal of Mathematical Control and Information. 23, 2, p. 211-223 13 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Stable Auto-Tuning of Adaptive Fuzzy/Neural Controllers for Nonlinear Discrete-Time Systems

Nounou, H. & Passino, K. M., Feb 2004, In : IEEE Transactions on Fuzzy Systems. 12, 1, p. 70-83 14 p.

Research output: Contribution to journalArticle

48 Citations (Scopus)

Stable auto-tuning of hybrid adaptive fuzzy/neural controllers for nonlinear systems

Nounou, H. & Passino, K. M., Apr 2005, In : Engineering Applications of Artificial Intelligence. 18, 3, p. 317-334 18 p.

Research output: Contribution to journalArticle

10 Citations (Scopus)

Stable auto-tuning of the adaptation gain for continuous-time nonlinear systems

Nounou, H. & Passino, K. M., 2001, In : Proceedings of the IEEE Conference on Decision and Control. 3, p. 2037-2042 6 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Stable auto-tuning of the adaptation gain for direct adaptive control

Nounou, H. & Passino, K. M., 2000, In : Proceedings of the American Control Conference. 3, p. 2154-2158 5 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Stable auto-tuning of the adaptation gain for indirect adaptive control

Nounou, H. & Passino, K. M., 2000, In : Proceedings of the American Control Conference. 3, p. 2159-2163 5 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
26 Citations (Scopus)

Statistical fault detection using PCA-based GLR hypothesis testing

Harrou, F., Nounou, M., Nounou, H. & Madakyaru, M., Jan 2013, In : Journal of Loss Prevention in the Process Industries. 26, 1, p. 129-139 11 p.

Research output: Contribution to journalArticle

55 Citations (Scopus)

Towards data-based adaptive control

Datta, A., Layek, R., Nounou, H., Nounou, M., Mohsenizadeh, N. & Bhattacharyya, S. P., Jan 2013, In : International Journal of Adaptive Control and Signal Processing. 27, 1-2, p. 122-135 14 p.

Research output: Contribution to journalArticle

20 Citations (Scopus)

Variable structure adaptive control for a class of continuous time-delay systems

Nounou, H. & Mahmoud, M. S., Jun 2006, In : IMA Journal of Mathematical Control and Information. 23, 2, p. 225-235 11 p.

Research output: Contribution to journalArticle

2 Citations (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

21 Citations (Scopus)
Chapter

Multiscale filtering and applications to chemical and biological systems

Nounou, M., Nounou, H. & Madakyaru, M., 31 Aug 2013, Handbook of Research on Novel Soft Computing Intelligent Algorithms: Theory and Practical Applications. IGI Global, Vol. 2-2. p. 749-786 38 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Non linear and non gaussian states and parameters estimation using bayesian methods-comparatives studies

Mansouri, M., Mohamed-Seghir, M., Nounou, H., Nounou, M. & Abu-Rub, H., 31 Aug 2013, Handbook of Research on Novel Soft Computing Intelligent Algorithms: Theory and Practical Applications. IGI Global, Vol. 2-2. p. 711-748 38 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

1 Citation (Scopus)
Conference article

Uncertain dynamic process monitoring using moving window PCA for interval-valued data

Harkat, M. F., Ait-Izem, T., Kratz, F., Mansouri, M., Nounou, M. & Nounou, H., 1 Jan 2018, In : CEUR Workshop Proceedings. 2289

Research output: Contribution to journalConference article