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Research Output 1999 2020

Article
5 Citations (Scopus)
Structural health monitoring
State estimation
Kalman filters
Redundancy
Life cycle

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
1 Citation (Scopus)
Continuous-time Systems
Nonlinear systems
Nonlinear Systems
Power control
Adaptive Control
1 Citation (Scopus)

Adapting the search vector for direct adaptive control systems

Nounou, H., Sep 2006, In : Engineering Applications of Artificial Intelligence. 19, 6, p. 671-679 9 p.

Research output: Contribution to journalArticle

Adaptive control systems
Power control
Controllers
Nonlinear systems
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
6 Citations (Scopus)

Adaptive fuzzy logic-controlled surface mount permanent magnet synchronous motor drive

Iqbal, A., Abu-Rub, H. & Nounou, H., 1 Jan 2014, In : Systems Science and Control Engineering. 2, 1, p. 465-475 11 p.

Research output: Contribution to journalArticle

Synchronous Machine
Permanent Magnet Synchronous Motor
Permanent Magnet
Synchronous motors
Permanent magnets
6 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
10 Citations (Scopus)

A measurement-based approach for designing reduced-order controllers with guaranteed bounded error

Khadraoui, S., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 1 Sep 2013, In : International Journal of Control. 86, 9, p. 1586-1596 11 p.

Research output: Contribution to journalArticle

Controllers
Frequency response
Identification (control systems)
Servomotors
Nonlinear programming
5 Citations (Scopus)

A measurement based approach for linear circuit modeling and design

Layek, R., Nounou, H., Nounou, M., Datta, A. & Bhattacharyya, S. P., 2012, In : Proceedings of the IEEE Conference on Decision and Control. p. 3821-3826 6 p., 6426460.

Research output: Contribution to journalArticle

Networks (circuits)
Circuit theory
Modeling
Generalise
Theorem
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
11 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
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
13 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
24 Citations (Scopus)

Analysis and synthesis of uncertain switched discrete-time systems

Mahmoud, M. S., Nounou, M. & Nounou, H., Jun 2007, In : IMA Journal of Mathematical Control and Information. 24, 2, p. 245-257 13 p.

Research output: Contribution to journalArticle

Switched Systems
Discrete-time Systems
Synthesis
Feedback
Convex optimization
7 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

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
3 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
34 Citations (Scopus)

Application of adaptive fuzzy control to ac machines

Nounou, H. & Rehman, H. U., Jun 2007, In : Applied Soft Computing Journal. 7, 3, p. 899-907 9 p.

Research output: Contribution to journalArticle

Fuzzy control
Controllers
Trajectories
Speed control
Induction motors
3 Citations (Scopus)
State estimation
Parameter estimation
Rotors
Extended Kalman filters
Kalman filters

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
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
3 Citations (Scopus)
Generalized Likelihood Ratio Test
Failure Detection
Photovoltaic System
Chart
Feature extraction
State estimation
Fault detection
Wastewater treatment
Monitoring
Statistics
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
1 Citation (Scopus)
Fuzzy Model
Prediction
Fuzzy Identification
Representation of data
Noise Removal
3 Citations (Scopus)

Eventual norm continuity for neutral semigroups on Banach spaces

Hadd, S., Nounou, H. & Nounou, M., 15 Mar 2011, In : Journal of Mathematical Analysis and Applications. 375, 2, p. 543-552 10 p.

Research output: Contribution to journalArticle

Banach spaces
Closed loop systems
Semigroup
Banach space
Norm

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)
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
40 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
9 Citations (Scopus)

Fuzzy intervention in biological phenomena

Nounou, H., Nounou, M., Meskin, N., Datta, A. & Dougherty, E. R., 2012, In : IEEE/ACM Transactions on Computational Biology and Bioinformatics. 9, 6, p. 1819-1825 7 p.

Research output: Contribution to journalArticle

Biological Phenomena
Theoretical Models
Biological Models
Nonlinear Dynamics
Pathway
8 Citations (Scopus)
Target Tracking
Target tracking
Wireless Sensor Networks
Wireless sensor networks
Genetic algorithms
1 Citation (Scopus)
Adsorption isotherms
Isotherms
Adsorption
Mean square error
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
21 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)

Improving the prediction and parsimony of ARX models using multiscale estimation

Nounou, M. & Nounou, H., Jun 2007, In : Applied Soft Computing Journal. 7, 3, p. 711-721 11 p.

Research output: Contribution to journalArticle

Low pass filters
Sampling
Decomposition
29 Citations (Scopus)
Space Simulation
Gene Regulatory Networks
Gene Regulatory Network
State-space Model
Sparsity
7 Citations (Scopus)
Distillation
Distillation columns
Latent Variables
Regression
Latent Variable Models
13 Citations (Scopus)

Intervention in biological phenomena modeled by S-systems

Meskin, N., Nounou, H., Nounou, M., Datta, A. & Dougherty, E. R., May 2011, In : IEEE Transactions on Biomedical Engineering. 58, 5, p. 1260-1267 8 p., 5668500.

Research output: Contribution to journalArticle

Model predictive control

Intervention in biological phenomena represented by genetic regulatory networks: A variable structure approach

Fnaiech, M. A., Nounou, H., Nounou, M. & Datta, A., Dec 2012, In : Journal of Biological Systems. 20, 4, p. 327-347 21 p.

Research output: Contribution to journalArticle

Biological Phenomena
Genetic Regulatory Networks
Variable Structure
sliding
Sliding mode control

Intervention in biological phenomena via feedback linearization

Fnaiech, M. A., Nounou, H., Nounou, M. & Datta, A., 2012, In : Advances in Bioinformatics. 2012, 534810.

Research output: Contribution to journalArticle

Biological Phenomena
Feedback linearization
Biological systems
Metabolites
Nonlinear systems
18 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
19 Citations (Scopus)
State estimation
Kalman filters
Parameter estimation
32 Citations (Scopus)

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

Ahmad, A., Serpedin, E., Nounou, H. & Nounou, M., Oct 2013, In : IEEE Transactions on Wireless Communications. 12, 10, p. 5322-5333 12 p., 6596074.

Research output: Contribution to journalArticle

Clock Synchronization
Wireless Sensor Networks
Clocks
Wireless sensor networks
Time-varying

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
38 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
48 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
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

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