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Research Output 1997 2019

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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

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

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
2018
5 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
16 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
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

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
16 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
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
15 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
35 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
18 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
22 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

Chemical Phenomena
Least-Squares Analysis
Fault detection
least squares
Noise
2016
3 Citations (Scopus)

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

Controllers
Mathematical models
Scheduling
Flow rate
Availability
4 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

Fault detection
Principal component analysis
Rotors
Monitoring
Information use
3 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

Controllers
Frequency response
Servomotors
Linear systems
Mathematical models
9 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

Chemotherapy
Control Design
Cancer
Drugs
Oncology
1 Citation (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

Structural health monitoring
State estimation
Kalman filters
Parameter estimation
Mean square error
16 Citations (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

Fault Detection
Fault detection
Principal component analysis
Principal Component Analysis
kernel
36 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

Chemical Phenomena
Principal Component Analysis
Fault detection
Principal component analysis
principal component analysis
42 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

Chemical Phenomena
Least-Squares Analysis
Fault detection
least squares
seeds
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

Induction Machine
PID Controller
Frequency response
Tuning
Frequency Response
2015
5 Citations (Scopus)
Structural health monitoring
State estimation
Kalman filters
Redundancy
Life cycle
2 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

Uncertain systems
Robust Design
Uncertain Systems
Heating
Controller
3 Citations (Scopus)
State estimation
Parameter estimation
Rotors
Extended Kalman filters
Kalman filters
18 Citations (Scopus)
State estimation
Kalman filters
Parameter estimation
6 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

Functional Dependency
Networks (circuits)
Parameter Design
Synthesis
Unknown
1 Citation (Scopus)
Single Nucleotide Polymorphism
Pipelines
Genes
Genome
39 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

process monitoring
Process monitoring
Least-Squares Analysis
Fault detection
least squares
2014
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

Speed control
Controllers
Cost reduction
Noise abatement
3 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

Water tanks
Controller
Water
Frequency Response
Controllers
12 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., 2014, In : Automatica. 50, 8, p. 2142-2149 8 p.

Research output: Contribution to journalArticle

Servomotors
Controllers
Frequency response
Identification (control systems)
Position control
8 Citations (Scopus)
Target Tracking
Target tracking
Wireless Sensor Networks
Wireless sensor networks
Genetic algorithms
2 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

Discrete Fourier transforms
Induction motors
Tuning
Closed loop systems
Controllers
8 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

Biological Phenomena
S-system
Kalman Filter
Comparative Study
Modeling
29 Citations (Scopus)

Monitoring linear antenna arrays using an exponentially weighted moving average-based fault detection scheme

Harrou, F. & Nounou, M., 1 Jan 2014, In : Systems Science and Control Engineering. 2, 1, p. 433-443 11 p.

Research output: Contribution to journalArticle

Exponentially Weighted Moving Average
Antenna Arrays
Linear Array
Fault Detection
Antenna arrays
4 Citations (Scopus)
Induction Machine
Nonlinear Estimation
Nonlinear Control
State Estimation
State estimation