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Research Output 1999 2020

2017
23 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
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
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)

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
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

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

Structural health monitoring
State estimation
Kalman filters
Mean square error
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

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
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
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
2 Citations (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

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
2015
5 Citations (Scopus)
Structural health monitoring
State estimation
Kalman filters
Redundancy
Life cycle
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
3 Citations (Scopus)
State estimation
Parameter estimation
Rotors
Extended Kalman filters
Kalman filters
19 Citations (Scopus)
State estimation
Kalman filters
Parameter estimation
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
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
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
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
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
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
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
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
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

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
8 Citations (Scopus)
Target Tracking
Target tracking
Wireless Sensor Networks
Wireless sensor networks
Genetic algorithms
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
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
4 Citations (Scopus)
Induction Machine
Nonlinear Estimation
Nonlinear Control
State Estimation
State estimation
26 Citations (Scopus)
State estimation
Parameter estimation
Extended Kalman filters
Biological systems
Kalman filters
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
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
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
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
11 Citations (Scopus)
Protein Interaction Maps
Gene Regulatory Networks
Statistical methods
Genes
Proteins

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
1 Citation (Scopus)

Computational and statistical approaches for modeling of proteomic and genomic networks

Nounou, M., Nounou, H., Serpedin, E., Datta, A. & Huang, Y., 2013, In : Advances in Bioinformatics. 2013, 561968.

Research output: Contribution to journalEditorial

Proteomics