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Research Output 1997 2019

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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

Chemical Phenomena
Principal Component Analysis
Fault detection
Principal component analysis
Monitoring

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

Fault detection
Wastewater treatment
Statistics

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

Waste Water
Fault detection
Wastewater treatment
Benchmarking
Control charts
2018
1 Citation (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

Air quality
Fault detection
Monitoring
Air pollution
Principal component analysis

Fault Detection of the Tennessee Eastman Process using Online Reduced Kernel PCA

Fazai, R., Mansouri, M., Taouali, O., Harkat, M. F., Bouguila, N. & Nounou, M., 27 Nov 2018, 2018 European Control Conference, ECC 2018. Institute of Electrical and Electronics Engineers Inc., p. 2697-2702 6 p. 8550213

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

Kernel PCA
Kernel Principal Component Analysis
Fault Detection
Fault detection
Principal component analysis
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

Fault detection
Kalman filters
Wastewater treatment

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

Damage detection
Structural health monitoring
State estimation
Health
Monitoring

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

Kernel PCA
Generalized Likelihood Ratio Test
Fault Detection
Fault detection
Chart

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

Damage Detection
Damage detection
Exponentially Weighted Moving Average
Structural Control
Chart
2017
2 Citations (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

Damage detection
Structural health monitoring
Fault detection
Nonlinear systems
Statistics

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

Fault detection
Air quality
Principal component analysis
principal component analysis
Monitoring
3 Citations (Scopus)

Fault detection of an air quality monitoring network

Baklouti, R., Ben Hamida, A., Mansouri, M. & Nounou, M., 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. 229-233 5 p. 7952051

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

Network Monitoring
fault detection
air quality
Air Quality
Fault Detection
3 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

Fault detection
Statistics
2 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

Fault detection
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

Kernel Principal Component Analysis
Fault Detection
Fault detection
Principal component analysis
Nonlinear systems
1 Citation (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

Kernel Principal Component Analysis
Chemical Processes
Principal component analysis
Monitoring
Principal Component Analysis

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

1 Citation (Scopus)

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

Passive Cutaneous Anaphylaxis
Principal Component Analysis
Fault detection
Air quality
Principal component analysis
2016
2 Citations (Scopus)

Enhanced performance of shewhart charts using multiscale representation

Sheriff, M. Z. & Nounou, M., 28 Jul 2016, 2016 American Control Conference, ACC 2016. Institute of Electrical and Electronics Engineers Inc., Vol. 2016-July. p. 6923-6928 6 p. 7526763

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

Statistical process control
Normal distribution
Fault detection
Control charts
Monitoring

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

Partial Least Squares
Moving Average
Fault Detection
Fault detection
Information use

Fault detection using multiscale shewhart charts: Algorithm and applications

Sheriff, M. Z., Karim, M. N. & Nounou, M., 1 Jan 2016, Fuels and Petrochemicals Division 2016 - Core Programming Area at the 2016 AIChE Spring Meeting and 12th Global Congress on Process Safety. AIChE, p. 231-248 18 p.

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

Fault detection
Control charts

Generalized Hebbian Algorithm for fault detection of CSTR model

Baklouti, R., Mansouri, M., Nounou, M., Ben Messaoud, Z. & Ben Hamida, A., 26 Jul 2016, 2nd International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2016. Institute of Electrical and Electronics Engineers Inc., p. 421-425 5 p. 7523127

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

Fault detection
Principal component analysis
Process monitoring
Statistics
Data storage equipment

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

Fault detection
Failure analysis
Neural networks

States and parameters estimation for biomass substrate hypothetical system

Baklouti, I., Mansouri, M., Nounou, M., Jaoua, N. & Ben Hamida, A., 26 Jul 2016, 2nd International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2016. Institute of Electrical and Electronics Engineers Inc., p. 567-570 4 p. 7523145

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

State estimation
Kalman filters
Parameter estimation
Biomass
Substrates
2015
1 Citation (Scopus)

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

State estimation
Kalman filters
3 Citations (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

Identification (control systems)
Biological systems
Curing
Nonlinear systems
Time series
2014
2 Citations (Scopus)

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., 2014, Algorithms for Computational Biology - First International Conference, AlCoB 2014, Proceedings. Springer Verlag, Vol. 8542 LNBI. 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

Network components
Transcription factors
Transcription Factor
Closed-form Solution
Prior Information
1 Citation (Scopus)

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

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

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

Controllers
Mathematical models
Specifications
Heating
Degradation

A new measurement based approach to the study of biological systems

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

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

Biological systems
Polynomials

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

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

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

Metabolism
Controllers
Biological systems
Metabolites
Fuzzy control
1 Citation (Scopus)

Improved particle filtering for state and parameter estimation- CSTR model

Mansouri, M., Nounou, H. & Nounou, M., 2014, 2014 IEEE 11th International Multi-Conference on Systems, Signals and Devices, SSD 2014. IEEE Computer Society, 6808794

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

State estimation
Parameter estimation
Sampling
1 Citation (Scopus)

Kullback-Leibler divergence -based improved particle filter

Mansouri, M., Nounou, H. & Nounou, M., 2014, 2014 IEEE 11th International Multi-Conference on Systems, Signals and Devices, SSD 2014. IEEE Computer Society, 6808793

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

Importance sampling
Extended Kalman filters
State estimation
Kalman filters
Mean square error
3 Citations (Scopus)

State estimation and application to induction machines - A comparative study

Mansouri, M., Nounou, H. & Nounou, M., 2014, 2014 IEEE 11th International Multi-Conference on Systems, Signals and Devices, SSD 2014. IEEE Computer Society, 6808792

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

State estimation
Extended Kalman filters
Kalman filters
Temperature
11 Citations (Scopus)

Univariate process monitoring using multiscale Shewhart charts

Sheriff, M. Z., Harrou, F. & Nounou, M., 1 Jan 2014, Proceedings - 2014 International Conference on Control, Decision and Information Technologies, CoDIT 2014. Institute of Electrical and Electronics Engineers Inc., p. 435-440 6 p. 6996933

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

Process monitoring
Distillation columns
Fault detection
Quality control
Feature extraction
2013
4 Citations (Scopus)

A control design method for unknown systems using frequency domain data

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

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

Controllers
Frequency response
Mathematical models
Closed loop systems
Embedded systems
1 Citation (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., 2013, Proceedings of the 16th International Conference on Information Fusion, FUSION 2013. p. 1037-1043 7 p. 6641109

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

Parallel algorithms
Clocks
Wireless sensor networks
Synchronization
Message passing
1 Citation (Scopus)

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

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 2013, 2013 American Control Conference, ACC 2013. p. 3876-3881 6 p. 6580431

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

Tuning
Controllers
Identification (control systems)
Frequency response
Mathematical models
2 Citations (Scopus)

A measurement based approach to mechanical systems

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

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

Civil engineering
Linear systems
Hydraulics
1 Citation (Scopus)

A model-free technique for designing fixed-order controllers

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 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

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

Frequency Response
Controller
Frequency response
Controllers
Closed-loop

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

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

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

Biological systems
Controllers
Mathematical models
2 Citations (Scopus)

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

Nounou, H. & Nounou, M., 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

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

10 Citations (Scopus)

A statistical fault detection strategy using PCA based EWMA control schemes

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

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

Fault detection
Principal component analysis

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., 2013, 2013 American Control Conference, ACC 2013. p. 4331-4336 6 p. 6580506

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

Servomotors
Controllers
Frequency response
Mathematical models
Nonlinear programming
6 Citations (Scopus)

Detecting abnormal ozone levels using PCA-based GLR hypothesis testing

Harrou, F., Nounou, M. & Nounou, H., 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

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

Principal component analysis
Ozone
Fault detection
Testing
Troposphere
2 Citations (Scopus)

Enhanced modeling of distillation columns using integrated multiscale latent variable regression

Madakyaru, M., Nounou, M. & Nounou, H., 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

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

Distillation columns
Decomposition
Chemical analysis
11 Citations (Scopus)

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

Harrou, F., Nounou, M. & Nounou, H., 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

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

Fault detection
Principal component analysis
Monitoring
Process monitoring
Ozone
2 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., 2013, 2013 10th International Multi-Conference on Systems, Signals and Devices, SSD 2013. 6564095

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

Rotors
Fluxes
State estimation
Mean square error
Stators
8 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

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

Clocks
Wireless sensor networks
Synchronization
Mean square error
Computational complexity
3 Citations (Scopus)

Nonlinear latent variable regression

Madakyaru, M., Nounou, M. & Nounou, H., 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

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

Polynomials
Distillation columns
Availability
Monitoring

ROBNCA: Robust network component analysis for recovering transcription factor activities

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

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

Network components
Transcription factors
Transcription Factors
Gene expression
Genes