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Research Team 1

IMPF&MOD

Predictive Maintenance Engineering, Reliability, and Degradation Modeling

This team works on establishing the scientific foundations that support the different stages of the predictive maintenance process. Reliability-based approaches, physical models, data-driven methods, and hybrid approaches are investigated and applied.

Decision-making issues in the maintenance function are addressed at different levels, while patch repair techniques are also studied through optimization and finite element modeling perspectives.

Predictive Maintenance Reliability Engineering PHM Decision Support
4
Scientific themes and research directions
6
Team members including the team leader
11
Doctoral researchers currently listed

Research Overview

Team 1 develops research frameworks and decision tools for predictive maintenance, system reliability, degradation modeling, and repair strategies in industrial environments.

Scientific Themes

Monitoring

Implementation of monitoring techniques, analysis, modeling, and development of detection and diagnosis algorithms.

Prognostics

Modeling and implementation of prognostic algorithms based on reliability approaches, physical model approaches, and data-driven approaches.

Decision

Decision modeling and implementation of multicriteria analysis at different levels of the maintenance function.

Patch Repair

Optimization and finite element modeling for repair-by-patch techniques.

Keywords

Maintenance Engineering Predictive Maintenance Reliability Failures Degradation RUL Monitoring Detection Diagnosis Prognostics PHM MCDM Artificial Intelligence AI

Team Composition

Click on a member’s name to access the corresponding dedicated page.

Selected Publications

The title of each publication is clickable and redirects to the provided source.

An ontology-driven model for hospital equipment maintenance management: a case study
Mawloud Titah, Mohammed Abdelghani Bouchaala
Journal of Quality in Maintenance Engineering, Emerald Publishing Limited, 2024
Data-driven prognostic framework for remaining useful life prediction
Asmaa Motrani, Rachid Noureddine
International Journal of Industrial and Systems Engineering, vol. 43, Inderscience Publishers (IEL), 2023, pp. 210-221
APPLICATION OF ROOT-MUSIC AND SVM TO INDUCTION MOTOR FAULTS DIAGNOSIS
Nekrouf D., Boughanemi N.
INTERNATIONAL JOURNAL ON TECHNICAL AND PHYSICAL PROBLEMS OF ENGINEERING (IJTPE), vol. 15(56 n°3), 2023, pp. 111-119
Performance investigation of a new designed vacuum flat plate solar water collector: A comparative theoretical study
Ali Seddaoui, Mohamed Zouhir Dar Ramdane, Rachid Noureddine
Solar Energy, vol. 231, Elsevier, 2022, pp. 936-948
PERFORMANCE EVALUATION OF DATA-DRIVEN PROGNOSTIC BASED ON RVM-SBI TECHNIQUE
Asmaa Motrani, Rachid Noureddine, Farid Noureddine
Journal of the Serbian Society for Computational Mechanics, vol. 15, 2021, pp. 37-50
Effects of proof tests on the safety performance of safety-instrumented systems
Noureddine Asklou, Rachid Noureddine
International Journal of Industrial and Systems Engineering, vol. 34, Inderscience Publishers (IEL), 2020, pp. 396-408
Using AHP to identify the priority equipment for maintenance actions
Abdelghani Mohammed Bouchaala, Rachid Noureddine
International Journal of Decision Support System Technology (IJDSST), vol. 12, IGI Global, 2020, pp. 26-42
Proportional hazard model for cutting tool recovery in machining
Abdoulaye Diamoutene, Farid Noureddine, Rachid Noureddine, Bernard Kamsu-Foguem, Diakarya Barro
Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, vol. 234, SAGE Publications, 2020, pp. 322-332
A STOCHASTIC MODEL FOR CRACK INITIATION LIFE PREDICTION OF AN AUSTENITIC STAINLESS STEEL UNDER CONSTANT AMPLITUDE LOADING
R Yahiaoui, R Noureddine, B Ait Saadi
Journal of the Serbian Society for Computational Mechanics, vol. 14, 2020, pp. 29-36
Modelling, prediction and analysis of surface roughness in turning process with carbide tool when cutting steel C38 using artificial neural network
Farid Boukezzi, Rachid Noureddine, Ali Benamar, Farid Noureddine
International Journal of Industrial and Systems Engineering, vol. 26, Inderscience Publishers (IEL), 2017, pp. 567-583
Criticality Assessment of Failures in Multipoint Communication Networks
Myriam Noureddine, Rachid Noureddine
International Journal of Information and Communication Engineering, vol. 9, 2016, pp. 2569-2573
Diagnostic by Fault Tree and Petri Nets of a Robotic Machining Cell
Z Mehar, R Noureddine, F Noureddine
Algerian Journal of Research and Technology (AJRT), vol. 6, 2022, pp. 10-18
Prioritizing Hospital Assets: An Ontology-Driven Criticality Approach
Mawloud TITAH, Mohammed Abdelghani BOUCHAALA
International Conference On Science Technology And Management (ICSTM-2024), vol. 30, Antrep (Belgium), 2024
Optimizing Criticality Assessment Using a Multicriteria Approach: Advancing Decision Support
Mohammed Abdelghani Bouchaala, Abdelhak Laala, Rayane Mehrez
International Conference on Industrial Maintenance and Production Engineering (ICIMPE'2024), Oran, Algeria, 2024
Validation of an Analytical Calculation Computer Programming on a Flat Plate Thermal Solar Collector
A Seddaoui, MZ Dar Ramdane, R Noureddine
ICREEC 2019: Proceedings of the 1st International Conference on Renewable Energy and Energy Conversion, Springer, 2020, pp. 127-133
Contribution of the MCDM techniques in the maintenance function: PROMETHEE VS TOPSIS & Criticality matrix
Rachid NOUREDDINE, Mohammed Abdelghani BOUCHAALA, Myriam NOUREDDINE
PROMETHEE days 2020, e-Rabat, Morocco, 2020
Using PROMETHEE and TOPSIS for Prioritizing Maintenance Actions
BOUCHAALA Mohammed Abdelghani, NOUREDDINE Rachid, NOUREDDINE Myriam
5th International Conference on Advances in Mechanical Engineering (ICAME), 2019
Stochastic modelling of crack initiation times in fatigue damage of an austenitic stainless steel
Yahiaoui Reda, Noureddine Rachid, Ait Saadi Bachir
5th International Conference on Advances in Mechanical Engineering (ICAME2019), Istanbul, Turkey, 2019
Improvement of the performance assessment of safety instrumented systems through periodic test correction
Noureddine ASKLOU, Rachid NOUREDDINE
2nd International Multidisciplinary Congress on Quality, Dependability and Sustainable Development, Bourges, France, 2017
State of the art and comparison of analytical methods for evaluating safety instrumented systems
Noureddine ASKLOU, Rachid NOUREDDINE
3rd International Conference on Industrial Maintenance and Safety (CIMSI'17), Skikda, Algeria, 2017
Surface roughness prediction using neural networks
FARID BOUKEZZI, RACHID NOUREDDINE, FARID NOUREDDINE
12th International Congress of Industrial Engineering (CIGI 2017), Compiègne, France, 2017
Application of multicriteria decision-making in the maintenance function
Noureddine Rachid
International Seminar on Industrial Maintenance for Enterprise Performance (MISE 2016), Tlemcen, Algeria, 2016
Reliability estimation of paraffin suction pump equipment for revising its technical maintenance plan
Motrani Asmaa, Benaicha Halima, Noureddine Rachid
3rd International Symposium on Monitoring of Industrial Systems (CIMSI2016), Fez, Morocco, 2016
Imprecision in the evaluation of the integrity level of safety instrumented systems
Asklou Noureddine, Noureddine Rachid, Noureddine Myriam
3rd International Symposium on Monitoring of Industrial Systems (CIMSI2016), Fez, Morocco, 2016
Optimizing Industrial Assets Maintenance: A Multi-Criteria Approach Leveraging AHP for Criticality Assessment
Mohammed Abdelghani BOUCHAALA, Rachid NOUREDDINE
1st National Conference on Industrial Production and Maintenance Engineering, Oran, Algeria, 2023
Semantic Technology for Intelligent Industrial Maintenance: A Knowledge-Driven Approach
Mawloud TITAH, Mohammed Abdelghani BOUCHAALA, Abdelkarim AMIRATE, Chahreddine BOULGHOBRA
1st National Conference on Industrial Production and Maintenance Engineering, Oran, Algeria, 2023
Rule-based Reasoning Model for Automated Equipment Safety and Reliability Checking Using OWL and SWRL Rules
Mawloud TITAH, Mohammed Abdelghani BOUCHAALA
Process Safety and Sustainable Development Symposium (PSSDS ‘22), Oran, Algeria, 2022
Data-Driven Prognostics
Asmaa MOTRANI, Noureddine Rachid
4th Seminar on Advanced Mechanical Technologies, Tlemcen, 2017
Implementation of vibration analysis monitoring applied to an induction motor
Herouz Keltoum, Aouimer Yamina, Noureddine Rachid, Yahiaoui Réda
National Colloquium on Maintenance and Quality (CNMQ16), Oran, Algeria, 2016
Methodology for selecting a prognostic approach
Asmaa MOTRANI, Rachid NOUREDDINE
National Colloquium on Maintenance and Quality (CNMQ16), Oran, Algeria, 2016
Evaluation of the safety integrity level of a SIS
Asklou Noureddine, Noureddine Rachid
National Colloquium on Maintenance and Quality (CNMQ16), Oran, Algeria, 2016

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