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Research Output 1999 2020

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

Generalized Likelihood Ratio Test
Ground penetrating radar systems
Fault Detection
Gaussian Process
Fault detection
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

controllers
Controllers
output
approach control
boxes

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
Structural health monitoring
Fault detection
Statistics
Monitoring
State estimation
Fault detection
Wastewater treatment
Monitoring
Statistics
Generalized Likelihood Ratio Test
Chemical Processes
Partial Least Squares
Fault Detection
Fault detection
1 Citation (Scopus)
Nonlinear Process
Fault Detection
Fault detection
Data-driven
Interval

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

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

Fault detection
Learning systems
Testing
Monitoring
Electric potential

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

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

Fault detection
Electric power distribution
Impurities
Water
Learning systems

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

Online reduced kernel PLS combined with GLRT for fault detection in chemical systems

Fazai, R., Mansouri, M., Abodayeh, K., Nounou, H. & Nounou, M., 1 Aug 2019, In : Process Safety and Environmental Protection. 128, p. 228-243 16 p.

Research output: Contribution to journalReview article

Fault detection
detection method
chemical process
matrix
detection

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

Principal Component Analysis
Fault detection
Air quality
Principal component analysis
Air
2018
6 Citations (Scopus)

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

Fault detection
Monitoring
Statistics
2 Citations (Scopus)

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

Solar energy
Dust
Neural networks
Power generation
Electricity

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

Controllers
Linear systems
Mathematical models
Specifications
Degradation
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
18 Citations (Scopus)

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

Air quality
Air
air quality
Fault detection
Monitoring
2 Citations (Scopus)
Generalized Likelihood Ratio Test
Failure Detection
Photovoltaic System
Chart
Feature extraction

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

Fault detection
Escherichia coli
Monitoring
Enzymes
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
2 Citations (Scopus)

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

Fault detection
Extended Kalman filters
State estimation
Robots
Robotics

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

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., 1 Jan 2018, (Accepted/In press) In : IEEE Transactions on Nanobioscience.

Research output: Contribution to journalArticle

Biological Phenomena
Biological systems
Principal Component Analysis
Fault detection
Cadaverine
7 Citations (Scopus)
Air quality
Principal component analysis
Monitoring
Fault detection
Sensors
1 Citation (Scopus)
EWMA Chart
Control Charts
Sum of squares
Biological systems
Fault Detection
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

Statistical process control
State estimation
Monitoring
Process monitoring
Biological systems

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

Damage detection
Monitoring
Multiobjective optimization
Engineers
1 Citation (Scopus)

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

Fault detection
Wastewater treatment
Monitoring
State estimation
Extended Kalman filters
17 Citations (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

Wastewater treatment
Monitoring
monitoring
Fault detection
benchmarking

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
4 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

Interval Analysis
Fault Detection
Fault detection
Principal component analysis
Principal Component Analysis
1 Citation (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

Statistical process control
Damage detection
Structural health monitoring
Testing
Statistics
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

Process Monitoring
Process monitoring
Likelihood Ratio
Chart
Principal component analysis
1 Citation (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

Sliding mode control
Sliding Mode Control
Robust control
Robust Control
Voltage

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

Process monitoring
Principal component analysis
Statistics
Monitoring
Sensors
18 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

Fault detection
Monitoring
Multiobjective optimization
Safe handling
Electric power system measurement
2017
1 Citation (Scopus)

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

Fault detection
Electric potential
Topology
Power electronics
Grid
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
5 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

Multivariate Statistical Process Control
Kernel Principal Component Analysis
Statistical process control
Damage Detection
Damage detection

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
4 Citations (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

Fault detection
Kalman filters
Wastewater treatment
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
38 Citations (Scopus)

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

Fault Detection
Multiscale Analysis
Fault detection
Principal component analysis
Principal Component Analysis
19 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

Biological Phenomena
Principal Component Analysis
Fault detection
Principal component analysis
Statistics
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