Noureddine Zerhouni

发表

Ordonnancement conjoint de la production et de la maintenance systématique dans un Job Shop : Approche génétique Pareto optimale

Youssef Harrath, Brigitte Chebel-Morello, Noureddine Zerhouni, 2003 .

On the Use of Prognostics and Health Management to Jointly Schedule Production and Maintenance on a Single Multi-purpose Machine

Noureddine Zerhouni, Christophe Varnier, Omar Bougacha, 2020, 2020 Prognostics and Health Management Conference (PHM-Besançon).

PEM fuel cell prognostics under variable load: A data-driven ensemble with new incremental learning

Noureddine Zerhouni, Kamran Javed, Rafael Gouriveau, 2016, 2016 International Conference on Control, Decision and Information Technologies (CoDIT).

Condition assessment and fault prognostics of microelectromechanical systems

Noureddine Zerhouni, Kamal Medjaher, Haithem Skima, 2014, Microelectron. Reliab..

The performance measure of a data driven prognostic system: Application to an aircraft engine

Noureddine Zerhouni, Zohra Bouzidi, Labib Sadek Terrissa, 2017, 2017 4th International Conference on Control, Decision and Information Technologies (CoDIT).

Dependability of wireless sensor networks for industrial prognostics and health management

Jacques M. Bahi, Noureddine Zerhouni, Kamal Medjaher, 2015, Comput. Ind..

Modeling of Intra-Urban Public Transportation Lines by Timed Petri Nets

Noureddine Zerhouni, A. El Moudni, S. Yagoub, 2000 .

Prognostics of PEM fuel cell in a particle filtering framework

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2014 .

A mix method of knowledge capitalization in maintenance

Brigitte Chebel-Morello, Noureddine Zerhouni, Ivana Rasovska, 2008, J. Intell. Manuf..

Case-based maintenance: Structuring and incrementing the case base

Brigitte Chebel-Morello, Noureddine Zerhouni, Mohamed Karim Haouchine, 2015, Knowl. Based Syst..

Machine Learning Techniques for Breast Cancer Diagnosis: Literature Review

Okba Kazar, Abdelhak Merizig, Noureddine Zerhouni, 2020 .

Adaptation-Guided Retrieval for a Diagnostic and Repair Help System Dedicated to a Pallets Transfer

Brigitte Chebel-Morello, Noureddine Zerhouni, Mohamed Karim Haouchine, 2008, ECCBR Workshops.

Fault prognostics of micro-electro-mechanical systems using particle filtering

Julien Bourgeois, Noureddine Zerhouni, Kamal Medjaher, 2016 .

Input-Output Relation and Time-Optimal Control of a Class of Hybrid Petri Nets Using min,+) Semiring

Noureddine Zerhouni, Jan Komenda, Abdellah El Moudni, 2001, Discret. Event Dyn. Syst..

A Predictive Maintenance Approach for Complex Equipment Based on Petri Net Failure Mechanism Propagation Model

Dragan Komljenovic, Noureddine Zerhouni, Antoine Tahan, 2018 .

Redundant Communication Avoidance for Event-Driven Wireless Sensor Network

Hervé Guyennet, Noureddine Zerhouni, Hung-Cuong Le, 2007 .

Health assessment and life prediction of cutting tools based on support vector regression

Noureddine Zerhouni, Kamal Medjaher, Tarak Benkedjouh, 2015, J. Intell. Manuf..

Prognostics and Health Management for Maintenance Practitioners - Review, Implementation and Tools Evaluation

Noureddine Zerhouni, Benjamin Lamoureux, Vepa Atamuradov, 2020, International Journal of Prognostics and Health Management.

Particle filter-based prognostics: Review, discussion and perspectives

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2016 .

Conclusion and Open Issues

Noureddine Zerhouni, Rafael Gouriveau, Kamal Medjaher, 2016 .

Predictive maintenance of moving systems

Jean-Marc Nicod, Noureddine Zerhouni, Christophe Varnier, 2017, 2017 Prognostics and System Health Management Conference (PHM-Harbin).

A Feature-Based Prognostics Strategy for PEM Fuel Cell Operated under Dynamic Conditions

Noureddine Zerhouni, Zhongliang Li, Samir Jemei, 2020, 2020 Prognostics and Health Management Conference (PHM-Besançon).

Integrated Production and Predictive Maintenance Planning based on Prognostic Information

Noureddine Zerhouni, Christophe Varnier, Omar Bougacha, 2019, 2019 International Conference on Advanced Systems and Emergent Technologies (IC_ASET).

A trace based system for decision activities in CBM process

Brigitte Chebel-Morello, Noureddine Zerhouni, Mohamed-Hedi Karray, 2012, 2013 IEEE Conference on Prognostics and Health Management (PHM).

A data-driven digital-twin prognostics method for proton exchange membrane fuel cell remaining useful life prediction

Noureddine Zerhouni, Jian Ma, Samir Jemei, 2020 .

A neuro-fuzzy monitoring system: Application to flexible production systems

Noureddine Zerhouni, Daniel Racoceanu, N. Palluat, 2006, Comput. Ind..

Combined predictions for prognostics and predictive control of transportation PEMFC

Noureddine Zerhouni, Rafael Gouriveau, Marine Jouin, 2016 .

Remaining Useful Life Estimation of Critical Components With Application to Bearings

Noureddine Zerhouni, Kamal Medjaher, Diego Alejandro Tobon-Mejia, 2012, IEEE Transactions on Reliability.

Error estimation of a neuro-fuzzy predictor for prognostic purpose

Noureddine Zerhouni, Rafael Gouriveau, Mohamed El-Koujok, 2009 .

An IoT approach for a smart maintenance

Noureddine Zerhouni, Labib Sadek Terrissa, Soheyb Ayad, 2018, 2018 International Conference on Advanced Systems and Electric Technologies (IC_ASET).

Long-term tests duration reduction for PEMFC μ-CHP application

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2017 .

Review of prognostic problem in condition-based maintenance

Noureddine Zerhouni, Rafael Gouriveau, Eugenia Minca, 2009, 2009 European Control Conference (ECC).

Réseaux de neurones récurrents à fonctions de base radiales. Application à la surveillance dynamique

Noureddine Zerhouni, Ryad Zemouri, Daniel Racoceanu, 2003 .

State of the art and taxonomy of prognostics approaches, trends of prognostics applications and open issues towards maturity at different technology readiness levels

Noureddine Zerhouni, Kamran Javed, Rafael Gouriveau, 2017 .

Developing a Health-Conscious Energy Management Strategy Based on Prognostics for a Battery/Fuel Cell Hybrid Electric Vehicle

Noureddine Zerhouni, Rafael Gouriveau, Samir Jemei, 2018, 2018 IEEE Vehicle Power and Propulsion Conference (VPPC).

Analysis of Manufacturing Lines Using a Phase Space Algorithm: Open Line Case

Noureddine Zerhouni, Abdellah El Moudni, Michel Ferney, 1999, IEA/AIE.

Defining and applying prediction performance metrics on a recurrent NARX time series model

Noureddine Zerhouni, Rafael Gouriveau, Ryad A. Zemouri, 2010, Neurocomputing.

A New Adaptive Prognostics Approach Based on Hybrid Feature Selection with Application to Point Machine Monitoring

Noureddine Zerhouni, Kamal Medjaher, Pierre Dersin, 2018 .

E2GK: Evidential Evolving Gustafsson-Kessel Algorithm for Data Streams Partitioning Using Belief Functions

Noureddine Zerhouni, Emmanuel Ramasso, Lisa Serir, 2011, ECSQARU.

A new approach of PHM as a service in cloud computing

Noureddine Zerhouni, Labib Sadek Terrissa, Safa Meraghni, 2016, 2016 4th IEEE International Colloquium on Information Science and Technology (CiSt).

Adaptation based on Knowledge Models for Diagnostic Systems using Case-base Reasoning

Brigitte Chebel-Morello, Noureddine Zerhouni, Mohamed Karim Haouchine, 2011, KMIS.

Long term prediction approaches based on connexionist systems - A study for prognostics application

Noureddine Zerhouni, Rafael Gouriveau, Marie-Daniele Gauvain, 2011, 2011 IEEE Conference on Prognostics and Health Management.

Some subclasses of Petri nets and the analysis of their structural properties: a new approach

Noureddine Zerhouni, Abdellah El Moudni, Michel Ferney, 1999, IEEE Trans. Syst. Man Cybern. Part A.

A new growing pruning deep learning neural network algorithm (GP-DLNN)

Noureddine Zerhouni, Ryad Zemouri, Nabil Omri, 2019, Neural Computing and Applications.

Fault prognostics of rolling element bearing based on feature extraction and supervised machine learning: Application to shaft wind turbine gearbox using vibration signal

Noureddine Zerhouni, Djamel Benazzouz, Rahmoune Chemseddine, 2020, Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science.

Joint predicition of observations and states : a partially supervised prognostics approach based on belief functions and K-nearest neighbours

Noureddine Zerhouni, Emmanuel Ramasso, Michèle Rombaut, 2011 .

Joint optimization of train assignment and predictive maintenance scheduling

Noureddine Zerhouni, Farhat Fnaiech, Christophe Varnier, 2017 .

Spitzoid Lesions Diagnosis Based on SMOTE-GA and Stacking Methods

Noureddine Zerhouni, Labib Sadek Terrissa, Abir Belaala, 2019 .

A Case Elaboration Methodology for a Diagnostic and Repair Help System Based on CBR

Brigitte Chebel-Morello, Noureddine Zerhouni, Ivana Rasovska, 2007, FLAIRS Conference.

Developing a Prognostics-based Energy Management Strategy for Battery/Fuell cell Hybrid Electric Vehicles

Noureddine Zerhouni, Rafael Gouriveau, Meiling Yue, 2018 .

A Predictive Decision Approach for Firefighters Using Variable Selection Technique

Jean-Marc Nicod, Noureddine Zerhouni, Christophe Varnier, 2019, 2019 Prognostics and System Health Management Conference (PHM-Paris).

Reutilization of diagnostic cases by adaptation of knowledge models

Brigitte Chebel-Morello, Noureddine Zerhouni, Mohamed Karim Haouchine, 2013, Eng. Appl. Artif. Intell..

PROTEUS - Creating distributed maintenance systems through an integration platform

Jean-Pierre Thomesse, Noureddine Zerhouni, Andreas Schulze, 2006, Comput. Ind..

Neuro-fuzzy model for Prognostic as a Service in private cloud computing

Noureddine Zerhouni, Rafael Gouriveau, Ahmed Lahmadi, 2016, 2016 2nd International Conference on Cloud Computing Technologies and Applications (CloudTech).

Prognostics of Proton Exchange Membrane Fuel Cells stack using an ensemble of constraints based connectionist networks

Noureddine Zerhouni, Kamran Javed, Rafael Gouriveau, 2016 .

A New Heuristic Method for Solving Joint Job Shop Scheduling of Production and Maintenance

Noureddine Zerhouni, Christophe Varnier, Nader Fnaiech, 2015 .

Retargeting PHM tools: from industrial to medical field

Noureddine Zerhouni, Zeina Al Masry, Labib Sadek Terrissa, 2020 .

Operating approach for fleet of systems subjected to predictive maintenance

Noureddine Zerhouni, Christophe Varnier, Zeina Al Masry, 2019 .

Noureddine Zerhouni, Kamal Medjaher, Ahmed Mosallam, 2014 .

On the control of manufacturing lines modelled by controlled continuous Petri nets

Noureddine Zerhouni, Abdellah El Moudni, Akli Amrah, 1998, Int. J. Syst. Sci..

Memory tracking of the health state of smart products in their lifecycle

Noureddine Zerhouni, Christophe Varnier, Brigitte Chebel Morello, 2013, Proceedings of 2013 International Conference on Industrial Engineering and Systems Management (IESM).

Acquisition: From System to Data

Noureddine Zerhouni, Rafael Gouriveau, Kamal Medjaher, 2016 .

Framework for a distributed and hybrid prognostic system

Noureddine Zerhouni, Otilia Elena Dragomir, Florin Dragomir, 2007 .

Proactive, dynamic and multi-criteria scheduling of maintenance activities

Noureddine Zerhouni, François Marmier, Christophe Varnier, 2008 .

On the calculation of transfer function of timed event Petri nets

Noureddine Zerhouni, Jan Komenda, Abdellah El Moudni, 1996, Proceedings of IEEE International Conference on Robotics and Automation.

Competence-Preserving Case-Deletion Strategy for Case Base Maintenance

Brigitte Chebel-Morello, Noureddine Zerhouni, Mohamed Karim Haouchine, 2008, ECCBR Workshops.

A contextual semantic mediator for a distributed cooperative maintenance platform

Brigitte Chebel-Morello, Noureddine Zerhouni, Mohamed-hedi Karray, 2010, 2010 8th IEEE International Conference on Industrial Informatics.

Breast cancer classification using machine learning techniques: a comparative study

Okba Kazar, Noureddine Zerhouni, Djihane Houfani, 2020 .

Health Assessment of Composite Structures in Unconstrained Environments Using Partially Supervised Pattern Recognition Tools.

Noureddine Zerhouni, Rafael Gouriveau, Emmanuel Ramasso, 2012 .

Auto-increment of expertise for failure diagnostic.

Brigitte Chebel-Morello, Noureddine Zerhouni, Karim Haouchine, 2009 .

Dependability of Sensor Networks for Industrial Prognostics and Health Management pdf

Jacques M. Bahi, Noureddine Zerhouni, Kamal Medjaher, 2017, ArXiv.

SW-ELM: A summation wavelet extreme learning machine algorithm with a priori parameter initialization

Noureddine Zerhouni, Kamran Javed, Rafael Gouriveau, 2014, Neurocomputing.

Spitzoid Lesions Diagnosis based on GA feature selection and Random Forest

Noureddine Zerhouni, Abir Belaala, Christine Devalland, 2020 .

A mixture of Gaussians Hidden Markov Model for failure diagnostic and prognostic

Noureddine Zerhouni, Kamal Medjaher, Diego Alejandro Tobon-Mejia, 2010, 2010 IEEE International Conference on Automation Science and Engineering.

Post-prognostics decision in cyber-physical systems

Noureddine Zerhouni, Christophe Varnier, Labib Sadek Terrissa, 2018, 2018 International Conference on Advanced Systems and Electric Technologies (IC_ASET).

Utilisation des réseaux de neurones temporels pour le pronostic et la surveillance dynamique. Etude comparative de trois réseaux de neurones récurrents

Noureddine Zerhouni, Daniel Racoceanu, N. Palluat, 2005, Rev. d'Intelligence Artif..

Réseaux de neurones récurrents à fonctions de base radiales: RRFR Application au pronostic

Noureddine Zerhouni, Daniel Racoceanu, Ryad A. Zemouri, 2002, Rev. d'Intelligence Artif..

A PHM system approach: Application to a simplified aircraft bleed system

Noureddine Zerhouni, Kamal Medjaher, Jayant Sen Gupta, 2016, 2016 IEEE Aerospace Conference.

Fault detection by segment evaluation based on inferential statistics for asset monitoring

Noureddine Zerhouni, Kamal Medjaher, Benjamin Lamoureux, 2017 .

A Low Latency MAC Scheme for Event-Driven Wireless Sensor Networks

Noureddine Zerhouni, Hervé Guyennet, Hung-Cuong Le, 2007, MSN.

A Petri nets graphic method of reduction using birth-death processes

Noureddine Zerhouni, Daniel Racoceanu, Ryad A. Zemouri, 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

Control of discrete event systems modelled by continuous Petri nets: case of opened manufacturing lines

Noureddine Zerhouni, Abdellah El Moudni, Akli Amrah, 1997, Proceedings of International Conference on Robotics and Automation.

Prognostics and Health Management of PEMFC – State of the art and remaining challenges

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2013 .

Tool condition monitoring based on mel-frequency cepstral coefficients and support vector regression

Noureddine Zerhouni, Tarak Benkedjouh, Said Rechak, 2017, 2017 5th International Conference on Electrical Engineering - Boumerdes (ICEE-B).

Reducing arbitrary choices in model building for prognostics: An approach by applying parsimony principle on an evolving neuro-fuzzy system

Noureddine Zerhouni, Rafael Gouriveau, Mohamed El-Koujok, 2011, Microelectron. Reliab..

A Decison-Making Approach for Job Shop Scheduling with Job Depending Degradation and Predictive Maintenance

Noureddine Zerhouni, Nader Fnaiech, Farhat Fnaiech, 2016 .

Experimental monitoring data for prognostics and health management of MEMS

Noureddine Zerhouni, Kamal Medjaher, Christophe Varnier, 2017, 2017 4th International Conference on Control, Decision and Information Technologies (CoDIT).

Novel failure prognostics approach with dynamic thresholds for machine degradation

Noureddine Zerhouni, Kamran Javed, Rafael Gouriveau, 2013, IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society.

Bearings Prognostics based on Blind Sources Separation and Robust Correlation Analysis

Noureddine Zerhouni, Tarak Benkedjouh, Saïd Rechak, 2017, ICINCO.

Feature selection and fault-severity classification-based machine health assessment methodology for point machine sliding-chair degradation

Noureddine Zerhouni, Kamal Medjaher, Pierre Dersin, 2019, Qual. Reliab. Eng. Int..

ÕExperience Based Approach for Li-ion Batteries RUL PredictionÕ

Brigitte Chebel-Morello, Noureddine Zerhouni, R. Khelif, 2015 .

Proton exchange membrane fuel cell behavioral model suitable for prognostics.

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2015 .

Parametric sensitivity analysis of a PEMFC physics-based model developed for prognostics

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2015, 2015 IEEE Conference on Prognostics and Health Management (PHM).

A post-prognostics decision framework for cell site using Cloud computing and Internet of Things

Noureddine Zerhouni, Christophe Varnier, Labib Sadek Terrissa, 2016, 2016 2nd International Conference on Cloud Computing Technologies and Applications (CloudTech).

A Methodology to Conceive A Case Based System Of Industrial Diagnosis

Brigitte Chebel-Morello, Noureddine Zerhouni, Karim Haouchine, 2010 .

Lower bounds and multiobjective evolutionary optimization for combined maintenance and production scheduling in job shop

Youssef Harrath, Brigitte Chebel-Morello, Noureddine Zerhouni, 2003, IEEE International Conference on Emerging Technologies and Factory Automation.

PROTEUS - An Integration Platform for Distributed Maintenance Systems

Jean-Pierre Thomesse, Noureddine Zerhouni, Thomas Bangemann, 2004 .

A Data-Driven Failure Prognostics Method Based on Mixture of Gaussians Hidden Markov Models

Noureddine Zerhouni, Kamal Medjaher, Diego Alejandro Tobon-Mejia, 2012, IEEE Transactions on Reliability.

A genetic algorithm and data mining to resolve a job shop schedule

Youssef Harrath, Brigitte Chebel-Morello, Noureddine Zerhouni, 2001, ETFA.

Leveraging the Power of the Combination of CNN and Bi-Directional LSTM Networks for Aircraft Engine RUL Estimation

Noureddine Zerhouni, Ryad Zemouri, Soheyb Ayad, 2020, 2020 Prognostics and Health Management Conference (PHM-Besançon).

A Procedure for Failure Prognostic in Dynamic Systems

Noureddine Zerhouni, Rafael Gouriveau, Kamal Medjaher, 2009 .

Importance of the fourth and fifth intrinsic mode functions for bearing fault diagnosis

Noureddine Zerhouni, Mounir Sayadi, Farhat Fnaiech, 2013, 14th International Conference on Sciences and Techniques of Automatic Control & Computer Engineering - STA'2013.

Health-Conscious Energy Management for Fuel Cell Hybrid Electric Vehicles Based on Prognostics-Enabled Decision-Making

Noureddine Zerhouni, Samir Jemei, Meiling Yue, 2019, IEEE Transactions on Vehicular Technology.

Feature selection for fault detection systems: application to the Tennessee Eastman process

Brigitte Chebel-Morello, Noureddine Zerhouni, Mouloud Denai, 2011, 2011 IEEE International Conference on Automation Science and Engineering.

CNC machine tool's wear diagnostic and prognostic by using dynamic Bayesian networks

Noureddine Zerhouni, Kamal Medjaher, D. A. Tobon-Mejia, 2012 .

Process ofs-maintenance :decision support system formaintenance intervention

Brigitte Chebel-Morello, Noureddine Zerhouni, Ivana Rasovska, 2005 .

Accelerated life tests for prognostic and health management of MEMS devices.

Noureddine Zerhouni, Haithem Skima, Kamal Medjaher, 2014 .

Resolution of Joint Maintenance/Production Scheduling by Sequential and Integrated Strategies

Noureddine Zerhouni, Christophe Varnier, Fatima Benbouzid-Sitayeb, 2003, IWANN.

Reliable diagnostics using wireless sensor networks

Jacques M. Bahi, Noureddine Zerhouni, Kamal Medjaher, 2019, Comput. Ind..

A feature extraction procedure based on trigonometric functions and cumulative descriptors to enhance prognostics modeling

Noureddine Zerhouni, Kamran Javed, Rafael Gouriveau, 2013, 2013 IEEE Conference on Prognostics and Health Management (PHM).

The "twin base modeling" for telemaintenance process

Hakima Mellah, Noureddine Zerhouni, 2003, EFTA 2003. 2003 IEEE Conference on Emerging Technologies and Factory Automation. Proceedings (Cat. No.03TH8696).

A Prognostic Framework for PEMFC Based on Least Squares Support Vector Regression-Particle Filter

Noureddine Zerhouni, Chen Lu, Yujie Cheng, 2017, 2017 IEEE Vehicle Power and Propulsion Conference (VPPC).

A New Contention Access Method for Collision Avoidance in Wireless Sensor Networks

Noureddine Zerhouni, Hervé Guyennet, Hung-Cuong Le, 2007, Sixth International Conference on Networking (ICN'07).

A neuro-fuzzy self built system for prognostics: a way to ensure good prediction accuracy by balancing complexity and generalization

Noureddine Zerhouni, Rafael Gouriveau, Mohamed El-Koujok, 2010, 2010 Prognostics and System Health Management Conference.

Autonomous and adaptive procedure for cumulative failure prediction

Noureddine Zerhouni, Ryad A. Zemouri, 2011, Neural Computing and Applications.

Fuzzy Petri nets for monitoring and recovery

Noureddine Zerhouni, Daniel Racoceanu, Eugenia Minca, 2003, 2003 IEEE International Conference on Robotics and Automation (Cat. No.03CH37422).

Critical Components Selection for a Prognostics and Health Management System Design: an Application to an Overhead Contact System

Noureddine Zerhouni, Kamal Medjaher, Mehdi Brahimi, 2017 .

Joint Prediction of Continuous and Discrete States in Time-Series Based on Belief Functions

Noureddine Zerhouni, Emmanuel Ramasso, Michèle Rombaut, 2013, IEEE Transactions on Cybernetics.

ANOVA method applied to proton exchange membrane fuel cell ageing forecasting using an echo state network

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2017, Math. Comput. Simul..

Cooperative systems modeling, example of a cooperative e-maintenance system

Noureddine Zerhouni, Hervé Guyennet, Christophe Lang, 2005, 2005 International Symposium on Computational Intelligence in Robotics and Automation.

Towards Distribution Clustering-Based Deep LSTM Models for RUL Prediction

Noureddine Zerhouni, Zeina Al Masry, Mohamed Sayah, 2020, 2020 Prognostics and Health Management Conference (PHM-Besançon).

Feature Evaluation for Effective Bearing Prognostics

Noureddine Zerhouni, Kamal Medjaher, Fatih Camci, 2013, Qual. Reliab. Eng. Int..

On the Modelling and Simulation of Variable Speed Continuous Petri Nets

Noureddine Zerhouni, Abdellah El Moudni, Michel Ferney, 1995, EUROSIM.

Remaining Useful Life Estimation for PEMFC in Dynamic Operating Conditions

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2016, 2016 IEEE Vehicle Power and Propulsion Conference (VPPC).

A New Multivariate Approach for Prognostics Based on Extreme Learning Machine and Fuzzy Clustering

Noureddine Zerhouni, Rafael Gouriveau, Kamran Javed, 2015, IEEE Transactions on Cybernetics.

Bayesian based fault diagnosis: application to an electrical motor

Noureddine Zerhouni, Kamal Medjaher, Amine Mechraoui, 2008 .

Monitoring Systems Modeling and Analysis Using Fuzzy Petri Nets

Noureddine Zerhouni, Daniel Racoceanu, Eugenia Minca, 2002 .

Prognostics of health status of multi-component systems with degradation interactions

Brigitte Chebel-Morello, Noureddine Zerhouni, Kamal Medjaher, 2015, 2015 International Conference on Industrial Engineering and Systems Management (IESM).

Shapelet-based remaining useful life estimation

Brigitte Chebel-Morello, Noureddine Zerhouni, Simon Malinowski, 2014, 2014 IEEE International Conference on Automation Science and Engineering (CASE).

An efficient cloud prognostic approach for aircraft engines fleet trending

Noureddine Zerhouni, Zohra Bouzidi, Labib Sadek Terrissa, 2018, International Journal of Computers and Applications.

Self-Management Process in S-Maintenance Platform

Noureddine Zerhouni, Mohamed Hedi Karray, Christophe Lang, 2014 .

Static and Dynamic Scheduling of Maintenance Activities Under the Constraints of Skills

Noureddine Zerhouni, Christophe Varnier, N. Zerhouni, 2009 .

Recurrent radial basis function network for time-series prediction

Noureddine Zerhouni, Daniel Racoceanu, Ryad Zemouri, 2003 .

An UML modelling of a neuro-fuzzy monitoring system

Noureddine Zerhouni, Daniel Racoceanu, Nicolas Palluat, 2005 .

E2GKpro: An evidential evolving multi-modeling approach for system behavior prediction with applications

Noureddine Zerhouni, Emmanuel Ramasso, Lisa Serir, 2013 .

Evidential evolving Gustafson-Kessel algorithm for online data streams partitioning using belief function theory

Noureddine Zerhouni, Emmanuel Ramasso, Lisa Serir, 2012, Int. J. Approx. Reason..

Evidential Evolving Gustafson-Kessel Algorithm (E2GK) and its application to PRONOSTIA's data streams partitioning

Noureddine Zerhouni, Emmanuel Ramasso, Lisa Serir, 2011, IEEE Conference on Decision and Control and European Control Conference.

A component based system for s-maintenance

Brigitte Chebel-Morello, Noureddine Zerhouni, Christophe Lang, 2011, 2011 9th IEEE International Conference on Industrial Informatics.

Early detection of bearing faults by the Hilbert-Huang transform

Noureddine Zerhouni, Kamal Medjaher, Hubert Razik, 2016, 2016 4th International Conference on Control Engineering & Information Technology (CEIT).

Unsupervised Feature Reduction Techniques with Bidirectional GRU Neural Network for Aircraft Engine RUL Estimation

Noureddine Zerhouni, Ryad Zemouri, Soheyb Ayad, 2019 .

RUL prediction based on a new similarity-instance based approach

Brigitte Chebel-Morello, Noureddine Zerhouni, Simon Malinowski, 2014, 2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE).

A portable breast cancer detection system based on smartphone with infrared camera

Noureddine Zerhouni, Chen Lu, Khaled Benaggoune, 2019, Vibroengineering PROCEDIA.

Unsupervised Kernel Regression Modeling Approach for RUL Prediction.

Noureddine Zerhouni, Simon Malinowski, Brigitte Morello, 2014 .

Remaining useful life estimation based on discriminating shapelet extraction

Brigitte Chebel-Morello, Noureddine Zerhouni, Simon Malinowski, 2015, Reliab. Eng. Syst. Saf..

Industrial data management strategy towards an SME-oriented PHM

Noureddine Zerhouni, Z. Al Masry, S. Giampiccolo, 2020, Journal of Manufacturing Systems.

Ordonnancement de la production et de la maintenance : Cas d'un atelier de type Flow Shop à deux machines

Noureddine Zerhouni, Christophe Varnier, Jihene Kaabi, 2003 .

A new industrial cooperative tele-maintenance platform

Jean-Christophe Lapayre, Noureddine Zerhouni, Éric Garcia, 2004, Comput. Ind. Eng..

Strategies to Face Imbalanced and Unlabelled Data in Phm Applications

Noureddine Zerhouni, Rafael Gouriveau, Emmanuel Ramasso, 2013 .

PEMFC Ageing forecasting algorithm based on echo state network

Noureddine Zerhouni, Rafael Gouriveau, Samir Jemei, 2016 .

Data-driven prognostic method based on Bayesian approaches for direct remaining useful life prediction

Noureddine Zerhouni, Kamal Medjaher, A. Mosallam, 2016, J. Intell. Manuf..

Enabling Health Monitoring Approach Based on Vibration Data for Accurate Prognostics

Noureddine Zerhouni, Kamran Javed, Rafael Gouriveau, 2015, IEEE Transactions on Industrial Electronics.

Railway Point Machine Prognostics Based on Feature Fusion and Health State Assessment

Noureddine Zerhouni, Kamal Medjaher, Pierre Dersin, 2019, IEEE Transactions on Instrumentation and Measurement.

Over-hearing for Energy Efficient in Event-Driven Wireless Sensor Network

Noureddine Zerhouni, Hervé Guyennet, Hung-Cuong Le, 2006, 2006 IEEE International Conference on Mobile Ad Hoc and Sensor Systems.

Remaining useful life prediction for ball bearings based on health indicators

Noureddine Zerhouni, Christophe Varnier, Zeina Al Masry, 2018 .

PRONOSTIA : An experimental platform for bearings accelerated degradation tests.

Brigitte Chebel-Morello, Noureddine Zerhouni, Kamal Medjaher, 2012 .

Partially-Hidden Markov Models

Thierry Denoeux, Noureddine Zerhouni, Emmanuel Ramasso, 2012, Belief Functions.

Degradation-level assessment and online prognostics for sliding chair failure on point machines

Noureddine Zerhouni, Kamal Medjaher, Vepa Atamuradov, 2018 .

Machine Health Indicator Construction Framework for Failure Diagnostics and Prognostics

Noureddine Zerhouni, Pierre Dersin, Benjamin Lamoureux, 2020, J. Signal Process. Syst..

Training the Recurrent neural network by the Fuzzy Min‐Max algorithm for fault prediction

Noureddine Zerhouni, Daniel Racoceanu, Florin Gheorghe Filip, 2009 .

Scoop Methodology: Modeling, Simulation And Analysis For Cooperative Systems

Noureddine Zerhouni, Hervé Guyennet, Christophe Lang, 2007, J. Softw..

The ISO 13381-1 standard's failure prognostics process through an example

Noureddine Zerhouni, Kamal Medjaher, D. A. Tobon-Mejia, 2010, 2010 Prognostics and System Health Management Conference.

Post Prognostic Decision for Predictive Maintenance Planning with Remaining Useful Life Uncertainty

Noureddine Zerhouni, Jian Ma, Safa Meraghni, 2020, 2020 Prognostics and Health Management Conference (PHM-Besançon).

E2GK-pro : An evidential evolving multimodeling approach for systems behavior prediction.

Noureddine Zerhouni, Emmanuel Ramasso, Lisa Serir, 2011 .

Distributed cooperation modeling for maintenance using Petri nets and multi-agents systems

Noureddine Zerhouni, Christophe Lang, David Saint-Voirin, 2003, CIRA.

Resiliency in Distributed Sensor Networks for Prognostics and Health Management of the Monitoring Targets

Jacques M. Bahi, Mohammed Haddad, Noureddine Zerhouni, 2016, Comput. J..

An Unsupervised Pattern Recognition Approach for AE Data Originating from Fatigue Tests on Polymer-Composite Materials

Noureddine Zerhouni, Dinh Dong Doan, Emmanuel Ramasso, 2014 .

Robotics based Solution for Data Center E-Monitoring

Noureddine Zerhouni, Labib Sadek Terrissa, Soheyb Ayad, 2019, 2019 International Conference on Advanced Systems and Emergent Technologies (IC_ASET).

Using Data Mining in Automotive Safety

Noureddine Zerhouni, Emmanuel Ramasso, Pablo Juesas Cano, 2015 .

Bearing Health Monitoring Based on Hilbert–Huang Transform, Support Vector Machine, and Regression

Noureddine Zerhouni, Kamal Medjaher, Abdenour Soualhi, 2015, IEEE Transactions on Instrumentation and Measurement.

Residual-based failure prognostic in dynamic systems

Noureddine Zerhouni, Kamal Medjaher, 2009 .

Robustness testing framework for RUL prediction Deep LSTM networks.

Noureddine Zerhouni, Djillali Guebli, Mohamed Sayah, 2020, ISA transactions.

CNC machine tool health assessment using Dynamic Bayesian Networks

Noureddine Zerhouni, Kamal Medjaher, D. A. Tobon-Mejia, 2011 .

Adaptive Neuro-Fuzzy Inference System for mid term prognostic error stabilization.

Noureddine Zerhouni, Rafael Gouriveau, Otilia Elena Dragomir, 2008 .

Estimating the end-of-life of PEM fuel cells: Guidelines and metrics

Noureddine Zerhouni, Belkacem Ould Bouamama, Daniel Hissel, 2016 .

ROBUSTNESS MEASURE FOR FUZZY MAINTENANCE ACTIVITIES SCHEDULE

Noureddine Zerhouni, François Marmier, Christophe Varnier, 2007 .

Pantograph-Catenary Contact Force: Features Evaluation for Catenary Diagnostics

Noureddine Zerhouni, Kamal Medjaher, Mehdi Brahimi, 2017 .

From Prognostics and Health Systems Management to Predictive Maintenance 1: Monitoring and Prognostics

Noureddine Zerhouni, Rafael Gouriveau, Kamal Medjaher, 2016 .

Data-driven prognostics based on health indicator construction: Application to PRONOSTIA's data

Noureddine Zerhouni, Kamal Medjaher, J. Baklouti, 2013, 2013 European Control Conference (ECC).

Distributed cooperative systems meta-model for maintenance using Petri nets and multi-agent systems

Noureddine Zerhouni, Christophe Lang, David Saint-Voirin, 2005, First International Conference on Distributed Frameworks for Multimedia Applications.

Towards A Maintenance Semantic Architecture

Noureddine Zerhouni, Brigitte Chebel Morello, Mohamed Hedi Karray, 2010 .

Degradations analysis and aging modeling for health assessment and prognostics of PEMFC

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2016, Reliab. Eng. Syst. Saf..

Online segmentation of acoustic emission data streams for detection of damages in composites structures in unconstrained environments

Noureddine Zerhouni, Vincent Placet, 2013 .

Joint Particle Filters Prognostics for Proton Exchange Membrane Fuel Cell Power Prediction at Constant Current Solicitation

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2016, IEEE Transactions on Reliability.

A formal ontology for industrial maintenance

Brigitte Chebel-Morello, Noureddine Zerhouni, Mohamed-Hedi Karray, 2012, Appl. Ontology.

Prognostics and health management for an overhead contact linesystem - A review

Noureddine Zerhouni, Kamal Medjaher, Mehdi Brahimi, 2017 .

Joint scheduling of jobs and Preventive Maintenance operations in the flowshop sequencing problem: a resolution with sequential and integrated strategies

Noureddine Zerhouni, Christophe Varnier, Fatima Benbouzid-Sitayeb, 2011, Int. J. Manuf. Res..

Tool wear monitoring and prognostics challenges: a comparison of connectionist methods toward an adaptive ensemble model

Xiang Li, Noureddine Zerhouni, Kamran Javed, 2018, J. Intell. Manuf..

Connexionist-Systems-Based Long Term Prediction Approaches for Prognostics

Noureddine Zerhouni, Rafael Gouriveau, 2012, IEEE Transactions on Reliability.

Computer Aided Diagnosis for Spitzoid lesions classification using Artificial Intelligence techniques

Noureddine Zerhouni, Labib Sadek Terrissa, Abir Belaala, 2020, Int. J. Heal. Inf. Syst. Informatics.

From monitoring data to remaining useful life : an evolving approach including uncertainty.

Noureddine Zerhouni, Rafael Gouriveau, Mohamed El Koujok, 2008 .

Prognostic by Classification of Predictions Combining Similarity-Based Estimation and Belief Functions

Noureddine Zerhouni, Emmanuel Ramasso, Michèle Rombaut, 2012, Belief Functions.

An ensemble prognostic method for lithium-ion battery capacity estimation based on time-varying weight allocation

Noureddine Zerhouni, Chen Lu, Zhenya Wang, 2020 .

Phm of Proton-exchange Membrane Fuel Cells - a Review

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2013 .

A hybrid remaining useful life prognostic method for proton exchange membrane fuel cell

Noureddine Zerhouni, Chen Lu, Yujie Cheng, 2018, International Journal of Hydrogen Energy.

The RRBF. Dynamic representation of time in radial basis function network

Noureddine Zerhouni, Daniel Racoceanu, Ryad A. Zemouri, 2001, ETFA.

Case Base Maintenance Approach.

Brigitte Chebel-Morello, Noureddine Zerhouni, Mohamed-Karim Haouchine, 2007 .

Control of Manufacturing Systems Using Neural Networks

Noureddine Zerhouni, Abdellah El Moudni, Michel Ferney, 1995, EUROSIM.

A study of maintenance contribution to joint production and preventive maintenance scheduling problems in the robustness framework

Noureddine Zerhouni, Ahcene Bendjoudi, Christophe Varnier, 2010 .

Hybrid prognostic method applied to mechatronic systems

Noureddine Zerhouni, Kamal Medjaher, N. Zerhouni, 2013 .

DENSESTEREOMATCHING WITH APPLICATIONTO AUGMENTED REALITY

Noureddine Zerhouni, 2007 .

Neural networks implementation for modeling and control design of manufacturing systems

Noureddine Zerhouni, Dimitri Lefebvre, Abdellah El Moudni, 2000, J. Intell. Manuf..

Time-Sliced Temporal Evidential Networks: The case of Evidential HMM with application to dynamical system analysis

Noureddine Zerhouni, Emmanuel Ramasso, Lisa Serir, 2011, 2011 IEEE Conference on Prognostics and Health Management.

Mobile effect reduction in data-centric storage for wireless sensor networks

Noureddine Zerhouni, Hervé Guyennet, Hung-Cuong Le, 2007 .

Features Selection Procedure for Prognostics: An Approach Based on Predictability

Noureddine Zerhouni, Kamran Javed, Rafael Gouriveau, 2012 .

Improving data-driven prognostics by assessing predictability of features.

Noureddine Zerhouni, Kamran Javed, Rafael Gouriveau, 2011 .

Modular modeling and analysis of a distributed production system with distant specialised maintenance

Noureddine Zerhouni, Daniel Racoceanu, Nawal Addouche, 2002, Proceedings 2002 IEEE International Conference on Robotics and Automation (Cat. No.02CH37292).

Continuous validation of the PHM function in aircraft industry

Noureddine Zerhouni, Kamal Medjaher, Jayant Sen Gupta, 2015, 2015 First International Conference on Reliability Systems Engineering (ICRSE).

Defining and implementing a distributed and reconfigurable information system for prognostics

Noureddine Zerhouni, Christophe Varnier, Rafael Gouriveau, 2011, 2011 Prognostics and System Health Managment Confernece.

A New Adaptive Prognostic Strategy Based on Online Future Evaluation and Extended Kalman Filtering

Noureddine Zerhouni, Jaouher Ben Ali, Salma Harrath, 2019, 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT).

Failure prognostic by using Dynamic Bayesian Networks

Noureddine Zerhouni, Kamal Medjaher, Jean-Yves Moya, 2009 .

Remaining useful life estimation based on nonlinear feature reduction and support vector regression

Noureddine Zerhouni, Kamal Medjaher, Tarak Benkedjouh, 2013, Eng. Appl. Artif. Intell..

Direct Remaining Useful Life Estimation Based on Support Vector Regression

Brigitte Chebel-Morello, Noureddine Zerhouni, Farhat Fnaiech, 2017, IEEE Transactions on Industrial Electronics.

Dynamic analysis of manufacturing systems using continuous Petri nets

Noureddine Zerhouni, Hassane Alla, 1990, Proceedings., IEEE International Conference on Robotics and Automation.

Proton exchange membrane fuel cell ageing forecasting algorithm based on Echo State Network

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2017 .

PEMFC aging modeling for prognostics and health assessment

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2015 .

Overview on diagnosis methods using artificial intelligence application of fuzzy Petri nets

Noureddine Zerhouni, Daniel Racoceanu, Maxime Monnin, 2004, IEEE Conference on Robotics, Automation and Mechatronics, 2004..

Tool wear condition monitoring based on continuous wavelet transform and blind source separation

Noureddine Zerhouni, Tarak Benkedjouh, Said Rechak, 2018 .

Deep Learning in the Biomedical Applications: Recent and Future Status

Noureddine Zerhouni, Ryad Zemouri, Daniel Racoceanu, 2019, Applied Sciences.

Improving accuracy of long-term prognostics of PEMFC stack to estimate remaining useful life

Noureddine Zerhouni, Kamran Javed, Rafael Gouriveau, 2015, 2015 IEEE International Conference on Industrial Technology (ICIT).

Degradation prognosis for proton exchange membrane fuel cell based on hybrid transfer learning and intercell differences.

Xue Liu, Noureddine Zerhouni, Chen Lu, 2020, ISA transactions.

PETRA: Process Evolution using a TRAce-based system on a maintenance platform

Brigitte Chebel-Morello, Noureddine Zerhouni, Mohamed-Hedi Karray, 2014, Knowl. Based Syst..

Static and Dynamic Modeling of a PEMFC for Prognostics Purpose

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2014, 2014 IEEE Vehicle Power and Propulsion Conference (VPPC).

Nonparametric time series modelling for industrial prognostics and health management

Noureddine Zerhouni, Kamal Medjaher, Ahmed Mosallam, 2013 .

Towards a Neuro-Fuzzy System for Time Series Forecasting in Maintenance Applications

Noureddine Zerhouni, Rafael Gouriveau, Mohamed El-Koujok, 2008 .

Towards an adapted PHM approach: Data quality requirements methodology for fault detection applications

Noureddine Zerhouni, Zeina Al Masry, N. Mairot, 2021, Comput. Ind..

Degradation identification and prognostics of proton exchange membrane fuel cell under dynamic load

Noureddine Zerhouni, Zhongliang Li, Samir Jemei, 2022, Control Engineering Practice.

Proton exchange membrane fuel cell system prognostics and decision-making: Current status and perspectives

Noureddine Zerhouni, Rafael Gouriveau, Samir Jemei, 2021 .

Deep LSTM Enhancement for RUL Prediction Using Gaussian Mixture Models

Noureddine Zerhouni, Zeina Al Masry, Djillali Guebli, 2021, Automatic Control and Computer Sciences.

An online prognostics-based health management strategy for fuel cell hybrid electric vehicles

Noureddine Zerhouni, Samir Jemei, Meiling Yue, 2021 .

Review of Post-Prognostics Decision-Making in Prognostics and Health Management

Noureddine Zerhouni, Christophe Varnier, Omar Bougacha, 2021 .

Impact of decision horizon on post-prognostics maintenance and missions scheduling: a railways case study

Noureddine Zerhouni, Christophe Varnier, Omar Bougacha, 2021, International Journal of Rail Transportation.

Towards Digital Twins Driven Breast Cancer Detection

Noureddine Zerhouni, Labib Sadek Terrissa, Safa Meraghni, 2021, SAI.

Intelligent prognostics of bearings based on bidirectional long short-term memory and wavelet packet decomposition

Noureddine Zerhouni, Tarak Benkedjouh, Houssem Habbouche, 2021, The International Journal of Advanced Manufacturing Technology.

Intelligence artificielle : quel avenir en anatomie pathologique ?

Noureddine Zerhouni, Ryad Zemouri, Séverine Valmary-Degano, 2019, Annales de Pathologie.

Predictive Maintenance Approach for Complex Equipment Based on a Failure Mechanism Propagation Model

Dragan Komljenovic, Noureddine Zerhouni, Antoine Tahan, 2019, International Journal of Prognostics and Health Management.

Exact and heuristic algorithms for post prognostic decision in a single multifunctional machine

Noureddine Zerhouni, Asma Ladj, Christophe Varnier, 2020 .

Algorithme d'Adaptation Pour le Diagnostic Technique

Brigitte Chebel-Morello, Noureddine Zerhouni, Mohamed-Karim Haouchine, 2008 .

Towards an ageing model of a PEMFC for prognostics purpose

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2014 .

Remaining useful life estimates of a PEM fuel cell stack by including characterization-induced disturbances in a particle filter model.

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2014 .

Review on health-conscious energy management strategies for fuel cell hybrid electric vehicles: Degradation models and strategies

Noureddine Zerhouni, Rafael Gouriveau, Samir Jemei, 2019, International Journal of Hydrogen Energy.

Predicting the Remaining Useful Lifetime of a Proton Exchange Membrane Fuel Cell using an Echo State Network

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2014 .

Joint particle filters prognostics for PEMFC power prediction at constant current solicitation.

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2015 .

Joint prediction of observations and states in time-series : a partially supervised prognostics approach based on belief functions and KNN

Noureddine Zerhouni, Emmanuel Ramasso, Michèle Rombaut, 2012 .

PHM and Predictive Maintenance

Noureddine Zerhouni, Kamal Medjaher, Rafael Gouriveau, 2016 .

An Evidential Evolving Prognostic Approach and its Application to PRONOSTIA ’ s Data Streams

Noureddine Zerhouni, Emmanuel Ramasso, 2012 .

DIAGNOSIS METHODS USING ARTIFICIAL INTELLIGENCE. APPLICATION OF FUZZY PETRI NETS AND NEURO-FUZZY SYSTEMS

Noureddine Zerhouni, Daniel Racoceanu, Maxime Monnin, 2004 .

Use of Singular Perturbations for the Reduction of Manufacturing System Models

Noureddine Zerhouni, Daniel Racoceanu, 2000 .

Prognostics of Proton Exchange Membrane Fuel Cell stack in a particle filtering framework including characterization disturbances and voltage recovery

Noureddine Zerhouni, Rafael Gouriveau, Daniel Hissel, 2014, 2014 International Conference on Prognostics and Health Management.