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Research Output

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Conference contribution
2019

Kernel Generalized Likelihood Ratio Test for Fault Detection of Chemical Processes

Baklouti, R., Ben Hamida, A., Mansouri, M., Harkat, M-F., Nounou, H. & Nounou, M., 16 Jan 2019, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2663-2668 6 p. 8616451. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Max-Double Adaptive EWMA for Fault Detection of Wastewater Treatment Plants

Baklouti, I., Mansouri, M., Ben Hamida, A., Nounou, H. & Nounou, M., 14 Jan 2019, 2018 IEEE/ACS 15th International Conference on Computer Systems and Applications, AICCSA 2018. IEEE Computer Society, 8612891. (Proceedings of IEEE/ACS International Conference on Computer Systems and Applications, AICCSA; vol. 2018-November).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Novel Fault Detection Approach of Biological Wastewater Treatment Plants

Baklouti, I., Mansouri, M., Ben Hamida, A., Nounou, H. & Nounou, M., 16 Jan 2019, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2669-2674 6 p. 8616452. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Reduced Kernel Principal Component Analysis for Fault Detection and Its Application to an Air Quality Monitoring Network

Fezai, R., Mansouri, M., Taouali, O., Harkat, M-F. & Nounou, H., 16 Jan 2019, Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3159-3164 6 p. 8616532. (Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

ANN based prognostication of the PV panel output power under various environmental conditions

Khalil, S., Abu-Rub, O. H. & Nounou, H., 9 Mar 2018, 2018 IEEE Texas Power and Energy Conference, TPEC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-February. p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Effective monitoring of an air quality network

Baklouti, R., Ben Hamida, A., Mansouri, M., Harkat, M. F., Nounou, M. & Nounou, H., 23 May 2018, 2018 4th International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Fault detection using UKF-based optimized EWMA method in wastewater treatment plant

Djmal, I. B., Mansouri, M., Nounou, M., Nounou, H. & Ben Hamida, A., 23 May 2018, 2018 4th International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Improved shewhart chart for damage detection of structural health monitoring systems

Chaabane, M., Ben Hamida, A., Mansouri, M., Nounou, H. & Nounou, M., 23 May 2018, 2018 4th International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Improved Statistical Method Based Exponentially Weighted GLRT Chart and Its Application to Fault Detection

Baklouti, R., Mansouri, M., Hamida, A. B., Nounou, H. & Nounou, M., 27 Nov 2018, 2018 European Control Conference, ECC 2018. Institute of Electrical and Electronics Engineers Inc., p. 703-708 6 p. 8550495

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multiscale PLS-based Optimized EW-GLRT for Structural Damage Detection∗

Chaabane, M., Mansouri, M., Hamida, A. B., Nounou, H. & Nounou, M., 27 Nov 2018, 2018 European Control Conference, ECC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2965-2970 6 p. 8550281

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

An effective fault detection technique for a quasi-Z-Source based grid-tied PV system

Trabelsi, M., Mansouri, M., Abu-Rub, H. & Nounou, H., 5 Jun 2017, 2016 7th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications, SETIT 2016. Institute of Electrical and Electronics Engineers Inc., p. 231-236 6 p. 7939872

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Damage detection in structural health monitoring using kernel PLS based GLR

Chaabane, M., Mansouri, M., Nounou, H., Nounou, M., Ben Slima, M. & Ben Hamida, A., 19 Oct 2017, Proceedings - 3rd International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2017. Institute of Electrical and Electronics Engineers Inc., 8075555

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Damage detection using enhanced multivariate statistical process control technique

Chaabane, M., Ben Hamida, A., Mansouri, M., Nounou, H. & Avci, O., 16 Jun 2017, 2016 17th International Conference on Sciences and Techniques of Automatic Control and Computer Engineering, STA 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 234-238 5 p. 7952052

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Enhanced fault detection of an air quality monitoring network

Mansouri, M., Nounou, H., Harkat, M-F. & Nounou, M., 27 Sep 2017, 2017 IEEE Workshop on Environmental, Energy, and Structural Monitoring Systems, EESMS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8052681

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Fault detection in a wastewater treatment plant

Baklouti, I., Mansouri, M., Nounou, H., Ben Slima, M. & Ben Hamida, A., 19 Oct 2017, Proceedings - 3rd International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2017. Institute of Electrical and Electronics Engineers Inc., 8075523

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Fault detection of chemical processes using improved generalized likelihood ratio test

Mansouri, M., Nounou, H., Harkat, M-F. & Nounou, M., 3 Nov 2017, 2017 22nd International Conference on Digital Signal Processing, DSP 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-August. 8096094

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Fault detection of chemical processes using KPCA-based GLRT technique

Baklouti, R., Mansouri, M., Nounou, H., Nounou, M., Ben Slima, M. & Ben Hamida, A., 19 Oct 2017, Proceedings - 3rd International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2017. Institute of Electrical and Electronics Engineers Inc., 8075513

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Fault detection of nonlinear systems using an improved KPCA method

Ziyan Sheriff, M., Nazmul Karim, M., Nounou, M., Nounou, H. & Mansouri, M., 8 Nov 2017, 2017 4th International Conference on Control, Decision and Information Technologies, CoDIT 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 36-41 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Monitoring of chemical processes using improved multiscale KPCA

Ziyan Sheriff, M., Nazmul Karim, M., Nounou, M., Nounou, H. & Mansouri, M., 8 Nov 2017, 2017 4th International Conference on Control, Decision and Information Technologies, CoDIT 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-January. p. 49-54 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Multiscale based nonlinear fault detection of industrial processes

Botre, C., Mansouri, M., Nounou, H., Nounou, M. & Karim, M. N., 1 Jan 2017, Fuels and Petrochemicals Division 2017 - Core Programming Area at the 2017 AIChE Spring Meeting and 13th Global Congress on Process Safety. AIChE, p. 129-143 15 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recursive kernel PCA-based GLRT for fault detection: Application to an air quality monitoring network

Baklouti, R., Mansouri, M., Nounou, H., Nounou, M. & Hamida, A. B., 18 Oct 2017, 2017 International Conference on Smart, Monitored and Controlled Cities, SM2C 2017. Institute of Electrical and Electronics Engineers Inc., p. 152-155 4 p. 8071839

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
2016

Bayesian method for states estimation in structural health monitoring application

Chaabane, M., Mansouri, M., Jaoua, N., Ben Hamida, A. & Nounou, H., 26 Jul 2016, 2nd International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2016. Institute of Electrical and Electronics Engineers Inc., p. 472-477 6 p. 7523119

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fault detection in processes represented by PLS models using an EWMA control scheme

Harrou, F., Nounou, M. & Nounou, H., 18 Oct 2016, International Conference on Control, Decision and Information Technologies, CoDIT 2016. Institute of Electrical and Electronics Engineers Inc., p. 152-157 6 p. 7593552

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Nonlinear partial least square (NPLS) methods with generalized likelihood ratio test (GLRT) for fault detection and diagnosis of chemical processes

Botre, C., Mansouri, M., Nounou, M., Nounou, H. & Karim, M. N., 2016, Fuels and Petrochemicals Division 2016 - Core Programming Area at the 2016 AIChE Spring Meeting and 12th Global Congress on Process Safety. AIChE, p. 201-215 15 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2015

Iterated Square Root Unscented Kalman Filter for state estimation - CSTR model

Mansouri, M., Avci, O., Nounou, H. & Nounou, M., 4 Dec 2015, 12th International Multi-Conference on Systems, Signals and Devices, SSD 2015. Institute of Electrical and Electronics Engineers Inc., 7348243

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Parameter identification for nonlinear biological phenomena modeled by S-systems

Mansouri, M., Avci, O., Nounou, H. & Nounou, M., 4 Dec 2015, 12th International Multi-Conference on Systems, Signals and Devices, SSD 2015. Institute of Electrical and Electronics Engineers Inc., 7348187

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)
2014

A closed-form solution for transcription factor activity estimation using network component analysis

Noor, A., Ahmad, A., Wajid, B., Serpedin, E., Nounou, M. & Nounou, H., 1 Jan 2014, Algorithms for Computational Biology - First International Conference, AlCoB 2014, Proceedings. Springer Verlag, p. 196-207 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8542 LNBI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

A data-based approach for designing adaptive controllers for unknown systems

Khadraoui, S., Nounou, H., Nounou, M. & Datta, A., 1 Jan 2014, ISCCSP 2014 - 2014 6th International Symposium on Communications, Control and Signal Processing, Proceedings. IEEE Computer Society, p. 44-47 4 p. 6877812. (ISCCSP 2014 - 2014 6th International Symposium on Communications, Control and Signal Processing, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A new measurement based approach to the study of biological systems

Mohsenizadeh, D. N., Nounou, H., Nounou, M. & Datta, A., 1 Jan 2014, ISCCSP 2014 - 2014 6th International Symposium on Communications, Control and Signal Processing, Proceedings. IEEE Computer Society, p. 48-52 5 p. 6877813. (ISCCSP 2014 - 2014 6th International Symposium on Communications, Control and Signal Processing, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Application of a fuzzy learning intervention approach to a purine metabolism pathway model

Basha, N., Nounou, H. N. & Nounou, M. N., 1 Jan 2014, 2014 Middle East Conference on Biomedical Engineering, MECBME 2014. IEEE Computer Society, p. 171-174 4 p. 6783233. (Middle East Conference on Biomedical Engineering, MECBME).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2013

A control design method for unknown systems using frequency domain data

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 31 Oct 2013, 2013 9th Asian Control Conference, ASCC 2013. 6606148. (2013 9th Asian Control Conference, ASCC 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

A distributed algorithm for network-wide clock synchronization in wireless sensor networks

Ahmad, A., Zennaro, D., Vangelista, L., Serpedin, E., Nounou, H. & Nounou, M., 26 Dec 2013, Proceedings of the 16th International Conference on Information Fusion, FUSION 2013. p. 1037-1043 7 p. 6641109. (Proceedings of the 16th International Conference on Information Fusion, FUSION 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A measurement-based approach for tuning of reduced-order controllers

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 11 Sep 2013, 2013 American Control Conference, ACC 2013. p. 3876-3881 6 p. 6580431. (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A measurement based approach to mechanical systems

Mohsenizadeh, N., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 31 Oct 2013, 2013 9th Asian Control Conference, ASCC 2013. 6606042. (2013 9th Asian Control Conference, ASCC 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

A model-free technique for designing fixed-order controllers

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 1 Jan 2013, 2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013. Institute of Electrical and Electronics Engineers Inc., p. 6130-6135 6 p. 6760858. (Proceedings of the IEEE Conference on Decision and Control).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Application of a fuzzy learning intervention approach to a Glycolytic-Glycogenolytic pathway model

Basha, N., Nounou, H. N. & Nounou, M. N., 15 Aug 2013, 2013 9th International Symposium on Mechatronics and Its Applications, ISMA 2013. 6547373. (2013 9th International Symposium on Mechatronics and Its Applications, ISMA 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Application of delay-dependent adaptive control to a continuous stirred tank reactor

Nounou, H. N. & Nounou, M. N., 28 Oct 2013, Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. p. 140-147 8 p. 6611675. (Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

A statistical fault detection strategy using PCA based EWMA control schemes

Harrou, F., Nounou, M. & Nounou, H., 31 Oct 2013, 2013 9th Asian Control Conference, ASCC 2013. 6606311. (2013 9th Asian Control Conference, ASCC 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

10 Citations (Scopus)

Design of reduced-order controllers using a set of measurements: Application to a DC servomotor

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 11 Sep 2013, 2013 American Control Conference, ACC 2013. p. 4331-4336 6 p. 6580506. (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Detecting abnormal ozone levels using PCA-based GLR hypothesis testing

Harrou, F., Nounou, M. N. & Nounou, H. N., 21 Oct 2013, Proceedings of the 2013 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. p. 95-102 8 p. 6597223. (Proceedings of the 2013 IEEE Symposium on Computational Intelligence and Data Mining, CIDM 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Enhanced modeling of distillation columns using integrated multiscale latent variable regression

Madakyaru, M., Nounou, M. N. & Nounou, H. N., 28 Oct 2013, Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. p. 73-80 8 p. 6611666. (Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Enhanced monitoring using PCA-based GLR fault detection and multiscale filtering

Harrou, F., Nounou, M. N. & Nounou, H. N., 28 Oct 2013, Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. p. 1-8 8 p. 6611656. (Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

11 Citations (Scopus)

Estimation of nonlinear control parameters in induction machine using particle filtering

Mansouri, M., Mohamed-Seghir, M., Nounou, H., Nounou, M. & Abu-Rub, H., 2 Sep 2013, 2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013. 6564095. (2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Joint node localization and time-varying clock synchronization in wireless sensor networks

Ahmad, A., Serpedin, E., Nounou, H. & Nounou, M., 18 Oct 2013, 2013 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2013 - Proceedings. p. 5170-5174 5 p. 6638648. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Nonlinear latent variable regression

Madakyaru, M., Nounou, M. N. & Nounou, H. N., 28 Oct 2013, Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013. p. 81-88 8 p. 6611667. (Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Control and Automation, CICA 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

ROBNCA: Robust network component analysis for recovering transcription factor activities

Noor, A., Ahmad, A., Serpedin, E., Nounou, M. & Nounou, H., 1 Jan 2013, 2013 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2013 - Proceedings. IEEE Computer Society, p. 19-22 4 p. 6735919. (Proceedings - IEEE International Workshop on Genomic Signal Processing and Statistics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Robust control design method for uncertain system using a set of measurements

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 11 Sep 2013, 2013 American Control Conference, ACC 2013. p. 4325-4330 6 p. 6580505. (Proceedings of the American Control Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

State estimation of a chemical reactor process model - A comparative study

Mansouri, M., Nounou, H. & Nounou, M., 2 Sep 2013, 2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013. 6563998. (2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Citations (Scopus)

States and parameters estimation in induction motor using Bayesian techniques

Mansouri, M., Mohamed-Seghir, M., Nounou, H., Nounou, M. & Abu-Rub, H., 2 Sep 2013, 2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013. 6564046. (2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Supersonic mib

Wajid, B., Ekti, A. R., Noor, A., Serpedin, E., Naeem Ayyaz, M., Nounou, H. & Nounou, M., 1 Jan 2013, 2013 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2013 - Proceedings. IEEE Computer Society, p. 86-87 2 p. 6735941. (Proceedings - IEEE International Workshop on Genomic Signal Processing and Statistics).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)