Mikhail, M., Ouali, M.-S., & Yacout, S. (2024). A data-driven methodology with a nonparametric reliability method for optimal condition-based maintenance strategies. Reliability Engineering and System Safety, 241, 109668 (11 pages).
Directory of Experts
Yacout, Soumaya
Directory of Experts
Yacout, Soumaya
Directory of Experts
Publications by type
Journal article (59)
Conference paper (56)
Book (2)
Book chapter (4)
Patent (1)
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Soumaya Yacout (122)
- Journal articles (59)
- 2024
Journal article
- 2023
Journal article Bassetto, S., Yacout, S., Bassetto, S., & Shaban, Y. (2023). Experimental vibration data collected for a belt drive system under different operating conditions. Data in Brief, 48, 6 pages.Journal article Aboelhassan, A., Sakr, A. H., & Yacout, S. (2023). General purpose digital twin framework using digital shadow and distributed system concepts. Computers & Industrial Engineering, 183, 109534 (13 pages).Journal article Taha, H. A., Yacout, S., & Shaban, Y. (2023). Online failure analysis and autonomous risk control scheme for electric buses. Engineering Failure Analysis, 154, 15 pages.Journal article Khalifa, R. M., Yacout, S., & Bassetto, S. (2023). Root cause analysis of an out-of-control process using a logical analysis of data regression model and exponential weighted moving average. Journal of Intelligent Manufacturing, 16 pages.
- 2022
Journal article AboElHassan, A., & Yacout, S. (2022). A digital shadow framework using distributed system concepts. Journal of Intelligent Manufacturing, 34(8), 3579-3598.Journal article Taha, H. A., Yacout, S., & Shaban, Y. (2022). Autonomous self-healing mechanism for a CNC milling machine based on pattern recognition. Journal of Intelligent Manufacturing, 34(5), 2185-2205.Journal article Osman, H., & Yacout, S. (2022). Condition-based monitoring of the rail wheel using logical analysis of data and ant colony optimization. Journal of Quality in Maintenance Engineering, 29(2), 377-400.Journal article Taha, H. A., Yacout, S., & Shaban, Y. (2022). Deep reinforcement learning for autonomous pre-failure tool life improvement. International Journal of Advanced Manufacturing Technology, 121(9-10), 6169-6192.
- 2021
Journal article Elfar, O., Yacout, S., & Osman, H. (2021). Accelerating logical analysis of data using an ensemble-based technique. Engineering Letters, 29(4), 1616-1625.Journal article Hassan, M. O., Saucier, A., Yacout, S., & Soumis, F. (2021). A mixed integer linear programming model for multi-sector planning using speed and heading changes. Computers & Operations Research, 128, 19 pages.Journal article Masmoudi, O., Jaoua, M., Jaoua, A., & Yacout, S. (2021). Data Preparation in Machine Learning for Condition-based Maintenance. Journal of Computer Science, 17(6), 525-538.Journal article Khalifa, R. M., Yacout, S., & Bassetto, S. (2021). Developing machine-learning regression model with Logical Analysis of Data (LAD). Computers and Industrial Engineering, 151, 106947 (16 pages).Journal article Sakr, A. H., Aboelhassan, A., Yacout, S., & Bassetto, S. (2021). Simulation and deep reinforcement learning for adaptive dispatching in semiconductor manufacturing systems. Journal of Intelligent Manufacturing, 2021(3), 1311-1324.
- 2020
Journal article Ali, A. M., Mohamed, E.-A., Yacout, S., & Shaban, Y. (2020). Cloud computing based unsupervised fault diagnosis system in the context of Industry 4.0. Gestão & Produção, 27(3), 19 pages.Journal article Elsheikh, A., Yacout, S., Ouali, M.-S., & Shaban, Y. (2020). Failure time prediction using adaptive logical analysis of survival curves and multiple machining signals. Journal of Intelligent Manufacturing, 31(2), 403-415.
- 2019
Journal article Ragab, A., El Koujok, M., Ghezzaz, H., Amazouz, M., Ouali, M.-S., & Yacout, S. (2019). Deep understanding in industrial processes by complementing human expertise with interpretable patterns of machine learning. Expert Systems With Applications, 122, 388-405.Journal article Aly, M., Khomh, F., Haoues, M., Quintero, A., & Yacout, S. (2019). Enforcing security in Internet of Things frameworks: A Systematic Literature Review. Internet of Things, 6, 100050 (24 pages).Journal article Aly, M., Khomh, F., Guéhéneuc, Y.-G., Washizaki, H., & Yacout, S. (2019). Is fragmentation a threat to the success of the Internet of things? IEEE Internet of Things Journal, 6(1), 472-487.Journal article Barde, S. R. A., Yacout, S., & Shin, H. (2019). Optimal preventive maintenance policy based on reinforcement learning of a fleet of military trucks. Journal of Intelligent Manufacturing, 30(1), 147-161.Journal article Ragab, A., Yacout, S., Ouali, M.-S., & Osman, H. (2019). Prognostics of multiple failure modes in rotating machinery using a pattern-based classifier and cumulative incidence functions. Journal of Intelligent Manufacturing, 30(1), 255-274.Journal article Lejeune, M., Lozin, V., Lozina, I., Ragab, A., & Yacout, S. (2019). Recent advances in the theory and practice of Logical Analysis of Data. European Journal of Operational Research, 275(1), 1-15.
- 2018
Journal article Elsheikh, A., Yacout, S., & Ouali, M.-S. (2018). Bidirectional handshaking LSTM for remaining useful life prediction. Neurocomputing, 323(148-156), 148-156.Journal article Ragab, A., El-Koujok, M., Poulin, B., Amazouz, M., & Yacout, S. (2018). Fault diagnosis in industrial chemical processes using interpretable patterns based on logical analysis of data. Expert Systems With Applications, 95, 368-383.
- 2017
Journal article Lopez-Soto, D., Angel-Bello, F., Yacout, S., & Alvarez, A. (2017). A multi-start algorithm to design a multi-class classifier for a multi-criteria ABC inventory classification problem. Expert Systems With Applications, 81, 12-21.Journal article Jocelyn, S., Chinniah, Y. A., Ouali, M.-S., & Yacout, S. (2017). Application of Logical Analysis of Data to Machinery-Related Accident Prevention Based on Scarce Data. Reliability Engineering & System Safety, 159, 223-236.Journal article Shaban, Y., Yacout, S., Balazinski, M., & Jemielniak, K. (2017). Cutting tool wear detection using multiclass logical analysis of data. Machining Science and Technology, 21(4), 526-541.Journal article Ragab, A., de Carné de Carnavalet, X., Yacout, S., & Ouali, M.-S. (2017). Face recognition using multi-class Logical Analysis of Data. Pattern Recognition and Image Analysis, 27(2), 276-288.Journal article Ragab, A., Yacout, S., Ouali, M.-S., & Osman, H. (2017). Pattern-based prognostic methodology for condition-based maintenance using selected and weighted survival curves. Quality and Reliability Engineering International, 33(8), 1753-1772.
- 2016
Journal article Shaban, Y., & Yacout, S. (2016). Predicting the remaining useful life of a cutting tool during turning titanium metal matrix composites. Proceedings of the Institution of Mechanical Engineers. Part B, Journal of Engineering Manufacture, 232(4), 681-689.Journal article Lopez-Soto, D., Yacout, S., & Angel-Bello, F. (2016). Root cause analysis of familiarity biases in classification of inventory items based on logical patterns recognition. Computers & Industrial Engineering, 93, 121-130.Journal article Aramesh, M., Shaban, Y., Yacout, S., Attia, M. H., Kishawy, H. A., & Balazinski, M. (2016). Survival life analysis applied to tool life estimation with variable cutting conditions when machining titanium metal matrix composites (Ti-MMCs). Machining Science and Technology, 20(1), 132-147.
- 2015
Journal article Ghasemi, A., Esmaeili, S., & Yacout, S. (2015). Equipment mean residual life estimation using logical analysis of data. International Journal of Decision Sciences, Risk and Management, 6(1), 16-33.Journal article Ebrahimipour, V., & Yacout, S. (2015). Ontology-based schema to support maintenance knowledge representation with a case study of a pneumatic valve. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 45(4), 702-712.Journal article Shaban, Y., Aramesh, M., Yacout, S., Balazinski, M., Attia, H., & Kishawy, H. (2015). Optimal replacement times for machining tool during turning titanium metal matrix composites under variable machining conditions. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 231(6), 924-932.Journal article Shaban, Y., Yacout, S., & Balazinski, M. (2015). Tool Wear Monitoring and Alarm System Based on Pattern Recognition With Logical Analysis of Data. Journal of Manufacturing Science and Engineering, 137(4), 10 pages.
- 2014
Journal article Mortada, M.-A., Yacout, S., & Lakis, A. A. (2014). Fault diagnosis in power transformers using multi-class logical analysis of data. Journal of Intelligent Manufacturing, 25(6), 1429-1439.Journal article Shaban, Y., Meshreki, M., Yacout, S., Balazinski, M., & Attia, H. (2014). Process control based on pattern recognition for routing carbon fiber reinforced polymer. Journal of Intelligent Manufacturing, 28(1), 165-179.Journal article Ragab, A., Ouali, M.-S., Yacout, S., & Osman, H. (2014). Remaining useful life prediction using prognostic methodology based on logical analysis of data and Kaplan-Meier estimation. Journal of Intelligent Manufacturing, 27(5), 943-958.
- 2013
Journal article Baril, C., Yacout, S., & Clément, B. (2013). Collaborative decision-making in product design: An interactive multiobjective approach. Journal of Industrial Engineering, 2013, 12 pages.Journal article Ghasemi, A., Esmaeili, S., & Yacout, S. (2013). Development of equipment failure prognostics model based on Logical Analysis of Data (LAD). Engineering Letters, 21(4), 256-263.Journal article Yacout, S., Alya, D., Saadany Susie, E. L., Kapongo, J.-P., Mani, S., & James, G. (2013). Knowledge discovery from observational data of causal relationship between clinical procedures and alzheimer's disease. Journal of Public Health Frontier, 2(1), 1-10.
- 2012
Journal article Orth, P., Yacout, S., & Adjengue, L. (2012). Accuracy and Robustness of Decision Making Techniques in Condition Based Maintenance. Journal of Intelligent Manufacturing, 23(2), 255-264.Journal article Baril, C., Yacout, S., & Clément, B. (2012). An Interactive Multi-Objective Algorithm for Decentralized Decision Making in Product Design. Optimization and Engineering, 13(1), 121-150.Journal article Bennane, A., & Yacout, S. (2012). LAD-CBM: new data processing tool for diagnosis and prognosis in condition-based maintenance. Journal of Intelligent Manufacturing, 23(2), 265-275.Journal article Mortada, M.-A., Carroll, T. I.I.I., Yacout, S., & Lakis, A. A. (2012). Rogue components: Their effect and control using logical analysis of data. Journal of Intelligent Manufacturing, 23(2), 289-302.
- 2011
Journal article Baril, C., Yacout, S., & Clément, B. (2011). Design for Six Sigma through collaborative multiobjective optimization. Computers & Industrial Engineering, 60(1), 43-55.Journal article Mortada, M.-A., Yacout, S., & Lakis, A. A. (2011). Diagnosis of rotor bearings using logical analysis of data. Journal of Quality in Maintenance Engineering, 17(4), 371-397.
- 2010
Journal article Ghasemi, A., Yacout, S., & Ouali, M.-S. (2010). Evaluating the reliability function and the mean residual life for equipment with unobservable states. IEEE Transactions on Reliability, 59(1), 45-54.Journal article Ghasemi, A., Yacout, S., & Ouali, M.-S. (2010). Parameter Estimation Methods for Condition-Based Maintenance With Indirect Observations. IEEE Transactions on Reliability, 59(2), 426-439.Journal article Tail, M., Yacout, S., & Balazinski, M. (2010). Replacement time of a cutting tool subject to variable speed. Proceedings of the Institution of Mechanical Engineers. Part B, Journal of Engineering Manufacture, 224(3), 373-383.
- 2008
Journal article Ghasemi, A., Yacout, S., & Ouali, M.-S. (2008). Optimal stategies for non-costly and costly observations in condition based maintenance. IAENG International Journal of Applied Mathematics, 38(2), 9-9.
- 2007
Journal article Aoudjit, H., Ouali, M.-S., & Yacout, S. (2007). Modélisation et analyse de sensibilité d'un processus de dégradation stochastique composé. Revues JESA, 41(9-10).Journal article Ghasemi, A., Yacout, S., & Ouali, M.-S. (2007). Optimal Condition Based Maintenance With Imperfect Information and the Proportional Hazards Model. International Journal of Production Research, 45(4), 989-1012.Journal article Adjengue, L., Yacout, S., & Ilk, O. (2007). Parameters estimation for condition based maintenance with uncorrelated and correlated observations. Quality Engineering, 19(3), 197-206.
- 2004
Journal article Lamghabbar, A., Yacout, S., & Ouali, M.-S. (2004). Concurrent Optimization of the Design and Manufacturing Stages of Product Development. International Journal of Production Research, 42(21), 4495-4512.
- 2003
Journal article Ouali, M.-S., & Yacout, S. (2003). Optional preventive replacement policy for two-component system. Journal of Decision Systems, 12(1), 11-20.
- 2002
Journal article St-Pierre, C., & Yacout, S. (2002). A framework for the development of an environmental management system : a case study in a thermal power plant. Quality Engineering, 15(1), 49-65.
- 2001
Journal article Yacout, S., & Boudreau, J. (2001). HACCP and ISO 9002 in food processing industry: a computerized generic model for lobster production. Quality Engineering, 13(4), 571-579.
- 2024
- Conference papers (56)
- 2023
Conference paper Agredano, F., Taha, H. A., & Yacout, S. (2023, June). Maintenance 4.0 opportunistic strategy for electric buses [Paper]. CIGI Qualita MOSIM 2023, Trois-Rivière, Qc, Canada (5 pages).
- 2022
Conference paper Salvador, M., Yacout, S., & AboElHassan, A. (2022, January). Using Big Data and Machine Learning to Improve Aircraft Reliability and Safety [Paper]. Annual Reliability and Maintainability Symposium (RAMS 2022), Tucson, AZ, USA (9 pages).
- 2021
Conference paper Sakr, A. H., Aboelhassan, A., Yacout, S., & Bassetto, S. (2021, September). Building Discrete-Event Simulation for Digital Twin Applications in Production Systems [Paper]. 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021), Vasteras, Sweden (8 pages).Conference paper AboElHassan, A., & Yacout, S. (2021, September). Embedding Reinforcement Learning in Simulation [Paper]. 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021), Vasteras, Sweden (6 pages).Conference paper Taha, H. A., Sakr, A. H., Yacout, S., & Serafin, P. (2021, September). Failure Reasoning and Uncertainty Analysis for Wheel Motor Electric Bus [Paper]. 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2021), Vasteras, Sweden (4 pages).Conference paper Aly, M., Khomh, F., & Yacout, S. (2021, December). On the performance implications of deploying IoT apps as faas [Paper]. 1st International Conference on Advanced Network Technologies and Intelligent Computing (ANTIC 2021), Varanasi, India.Conference paper Khalifa, R. M., Yacout, S., & Bassetto, S. (2021, November). Quality 4.0 : entity relationship model for inspection and repair processes in aerospace domain [Paper]. 6th North American Conference on Industrial Engineering & Operations Management (IEOM 2021), Monterrey, Mexico (11 pages).
- 2020
Conference paper Taha, H. A., Yacout, S., & Birglen, L. (2020, November). Detection and Monitoring for Anomalies and Degradation of a Robotic Arm Using Machine Learning [Paper]. Stuttgart Conference on Automative Production (SCAP 2020).
- 2019
Conference paper Sakr, A. H., Yacout, S., & Bassetto, S. (2019, October). A discrete event simulation logic for semiconductor production planning and control within industry 4.0 paradigm [Paper]. 4th North American International Conference on Industrial Engineering and Operations Management, Toronto, ON (11 pages).Conference paper Taha, H. A., Sakr, A. A., & Yacout, S. (2019, October). Aircraft engine remaining useful life prediction framwork for industry 4.0 [Paper]. International Conference on Industrial Engineering and Operations Management, Toronto, Canada (11 pages).Conference paper Buades Marcos, D., Yacout, S., & Berriah, S. (2019, December). A Self-Supervised Encoder for Fault Prediction in Electrochemical Cells [Poster]. 33rd Annual Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada.Conference paper Ahmed, A. M., Ibrahim, S. K., & Yacout, S. (2019, March). Hyperspectral Image Classification Based on Logical Analysis of Data [Paper]. 2019 IEEE Aerospace Conference, Montana, USA (9 pages).Conference paper Mikhail, M., Yacout, S., & Ouali, M.-S. (2019, October). Optimal preventive maintenance strategy using reinforcement learning [Paper]. 4th North American International Conference on Industrial Engineering and Operations Management, Toronto, ON (9 pages).Conference paper Ahmed, A. M., Salama, A., Ibrahim, H. A., Sayed, M. A. E., & Yacout, S. (2019, March). Prediction of Battery Remaining Useful Life on Board Satellites Using Logical Analysis of Data [Paper]. IEEE Aerospace Conference, Montana, USA (8 pages).Conference paper Yacout, S. (2019, April). The Industrial Value Chain and the Digital Transformation: Prospects of Industrial Multidisciplinary Applications [Presentation]. In 6th IEEE International Conference on Industrial Engineering and Applications (ICIEA 2019), Tokyo, Japan.Conference paper Yacout, S. The Industrial Value Chain and The Digital Transformation: Prospects of Industrial Multidisciplinary Collaborative Research [Presentation]. In CanmetENERGIE, Natural Resource Canada, Varennes, Québec, Canada.Conference paper Yacout, S., & Ouali, M.-S. (2019, January). Using Artificial Intelligence for Block Maintenance of Pavement Segments with Similar Degradation [Paper]. 65th Annual Reliability and Maintainability Symposium (RAMS 2019), Orlando, Florida.
- 2018
Conference paper Amer, M., Hassan, A., Ragab, A., Yacout, S., Savaria, Y., & Sawan, M. (2018, May). High-Temperature Empirical Modeling for the I-V Characteristics of GaN150-Based HEMT [Paper]. IEEE International Symposium on Circuits and Systems (ISCAS 2018), Florence, Italy.Conference paper Abubakr, A., Hassan, A., Ragab, A., Yacout, S., Savaria, Y., & Sawan, M. (2018, May). High-temperature modeling of the I-V characteristics of GaN150 HEMT using machine learning techniques [Paper]. IEEE International Symposium on Circuits and Systems (ISCAS 2018), Florence, Italie (5 pages).Conference paper Ibrahim, M. M., Ahmed, A. M., Akah, H. E., Mohamed, M. I., & Yacout, S. (2018, March). Integrated telemetry analysis using human expert knowledge and the logical analysis of data [Paper]. IEEE Aerospace Conference (AERO 2018), Big Sky, MT (14 pages).Conference paper Aly, M., Khomh, F., & Yacout, S. (2018, November). Kubernetes or OpenShift? Which Technology Best Suits Eclipse Hono IoT Deployments [Paper]. 11th IEEE Conference on Service-Oriented Computing and Applications (SOCA 2018), Paris, France.
- 2017
Conference paper Aly, M., Yacout, S., & Shaban, Y. (2017, January). Analysis of massive industrial data using MapReduce framework for parallel processing [Paper]. 63rd Annual Reliability and Maintainability Symposium (RAMS 2017), Orlando, FL (6 pages).Conference paper Shaban, Y., Yacout, S., & Aly, M. (2017, January). Condition-based reliability prediction based on logical analysis of survival data [Paper]. 63rd Annual Reliability and Maintainability Symposium (RAMS 2017), Orlando, FL (6 pages).Conference paper Ragab, A., El-Koujok, M., Amazouz, M., & Yacout, S. (2017, January). Fault detection and diagnosis in the Tennessee Eastman Process using interpretable knowledge discovery [Paper]. 63rd Annual Reliability and Maintainability Symposium (RAMS 2017), Orlando, FL, United states.
- 2016
Conference paper Jocelyn, S., Chinniah, Y. A., Ouali, M.-S., & Yacout, S. (2016, May). Application of logical analysis of data to prevent machinery-related accidents [Paper]. Industrial and Systems Engineering Research Conference (ISERC 2016), Anaheim, CA, USA.Conference paper Shaban, Y., & Yacout, S. (2016, January). Cutting tool remaining useful life during turning of metal matrix composites [Paper]. Annual Reliability and Maintainability Symposium (RAMS 2016), Tucson, AZ (6 pages).Conference paper Shaban, Y., & Yacout, S. (2016, March). Identifying optimal intervene hazard for cutting tools considering cost-availability optimization [Paper]. International Conference on Industrial Engineering and Operations Management (IEOM 2016), Kuala Lumpur, Malaysia.Conference paper Soto, D. L., Yacout, S., & Angel-Bello, F. (2016, May). Inventory ABC supervised classification with logical analysis of data [Paper]. Industrial and Systems Engineering Research Conference (ISERC 2016), Anaheim, CA, USA.Conference paper Barde, S., Hayong, S., & Yacout, S. (2016, September). Opportunistic preventive maintenance strategy of a multi-component system with hierarchical structure by simulation and evaluation [Paper]. 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2016), Berlin, Germany (8 pages).Conference paper Ragab, A., Yacout, S., & Ouali, M.-S. (2016, January). Remaining useful life prognostics using pattern-based machine learning [Paper]. Annual Reliability and Maintainability Symposium (RAMS 2016), Tucson, AZ (7 pages).Conference paper Gonzalez Rubio, J. L., Shaban, Y., & Yacout, S. (2016, March). Visual data mining of faults in machining process based on machine learning [Paper]. International Conference on Industrial Engineering and Operations Management (IEOM 2016), Kuala Lumpur, Malaysia.
- 2015
Conference paper Shaban, Y., Yacout, S., Balazinski, M., Meshreki, M., & Attia, H. (2015, March). Diagnosis of machining outcomes based on machine learning with logical analysis of data [Paper]. International Conference on Industrial Engineering and Operations Management (IEOM 2015), Dubai, United Arab Emirates (8 pages).Conference paper Ragab, A., Yacout, S., & Ouali, M.-S. (2015, January). Interpretable pattern-based machine learning for condition-based maintenance [Paper]. 61st Annual Reliability and Maintainability Symposium (RAMS 2015), Palm Harbor, Florida (6 pages).Conference paper Ragab, A., Yacout, S., Ouali, M.-S., & Osman, H. (2015, January). Multiple failure modes prognostics using logical analysis of data [Paper]. Annual Reliability and Maintainability Symposium (RAMS 2015), Palm Harbor, FL, USA (7 pages).Conference paper Shaban, Y., Yacout, S., & Balazinski, M. (2015, January). Tool replacement based on pattern recognition with LAD [Paper]. Annual Reliability and Maintainability Symposium (RAMS 2015), Palm Harbor, FL (6 pages).
- 2014
Conference paper Ragab, A., Ouali, M.-S., Yacout, S., & Osman, H. (2014, May). Condition-based maintenance prognostics using logical analysis of data [Paper]. IIE Annual Conference and Expo 2014, Montréal, Québec.Conference paper Yacout, K., Ebrahimipour, V., & Yacout, S. (2014, May). Ontology based modeling of a complex real time system [Paper]. IIE Annual Conference and Expo 2014, Montréal, Québec.Conference paper Wu, Y., Ebrahimipour, V., & Yacout, S. (2014, May). Ontology-based modeling of aircraft to support maintenance management system [Paper]. IIE Annual Conference and Expo 2014, Montréal, Québec.Conference paper Shaban, Y., Aramesh, M., Yacout, S., Balazinski, M., Attia, H., & Kishawy, H. (2014, May). Optimal replacement of tool during turning titanium metal matrix composites [Paper]. IIE Annual Conference and Expo 2014, Montréal, Québec.Conference paper Aramesh, M., Shaban, Y., Balazinski, M., Attia, H., Kishawy, H. A., & Yacout, S. (2014, June). Survival life analysis of the cutting tools during turning titanium metal matrix composites (Ti-MMCs) [Paper]. 6th CIRP Conference on Performance Cutting (HPC 2014), Berkeley, Cal.. Published in Procedia CIRP, 14.
- 2013
Conference paper Ebrahimipour, V., & Yacout, S. (2013, July). An integrated ontology framework to support fault prognosis system considering environmentally conscious production [Paper]. 22nd International Conference on Production Research (ICPR 22), Iguassu Falls, Brazil.
- 2012
Conference paper Ghasemi, A., Esmaeili, S., & Yacout, S. (2012, September). Equipment's Prognostics Using Logical Analysis of Data [Paper]. IFIP WG 5.7 International Conference on Advances in Production Management System : Competitive Manufacturing for Innovative Products and Services (APMS 2012), Rhodes, Greece.Conference paper Yacout, S. (2012, January). Logical analysis of maintenance and performance data of physical assets, ID34 [Paper]. Annual Reliability and Maintainability Symposium (RAMS 2012), Reno, Nevada.Conference paper Yacout, S., Meshreki, M., & Attia, H. (2012, July). Monitoring and control of machining process by data mining and pattern recognition [Paper]. 6th International Conference on Complex, Intelligent, and Software Intensive Systems (CISIS 2012), Palermo, Italy.
- 2011
Conference paper Mortada, M.-A., & Yacout, S. (2011, March). cbmLAD - Using logical analysis of data in condition based maintenance [Paper]. 3rd International Conference on Computer Research and Development (ICCRD 2011), Shanghai, China.Conference paper Mortada, M. A., Yacout, S., & Lakis, A. A. (2011, March). CBMLAD : Using logical analysis of data in condition based maintenance [Paper]. International Conference on Systems Engineering and Modeling (ICSEM 2011), Shanghai, China.Conference paper Mortada, M.-A., & Yacout, S. (2011, April). Expert elicitation and artificial intelligence in maintenance [Paper]. 7th IMA International Conference on Modeling in Industrial Maintenance and Reliability, Cambridge.Conference paper Mortada, M.-A., & Yacout, S. (2011, May). The use of logical analysis of data in conjunction with expert elicitation in condition based maintenance [Paper]. International Conference on Industrial Engineering and Systems Management (IESM 2011), Metz, France.
- 2010
Conference paper Yacout, S. (2010, July). Fault detection and diagnosis for condition based maintenance using the Logical Analysis of data [Paper]. 40th International Conference on Computers & Industrial Engineering (CIE-40 2010), Awaji City, Japan.Conference paper Bennane, A., & Yacout, S. (2010, July). Processing missing and inaccurate data in a condition based maintenance database [Paper]. 40th International Conference on Computers & Industrial Engineering (CIE-40 2010), Awaji City, Japan.
- 2009
Conference paper Abdernazak, B., & Yacout, S. (2009, May). LAD-CBM: new data processing tool for diagnosis and prognosis in condition-based maintenance [Paper]. International Conference on Industrial Engineering and Systems Management (IESM 2009), Montréal, Québec.Conference paper Ghasemi, A., Yacout, S., & Ouali, S. M. (2009, May). Parameter estimation for condition based maintenance with proportional hazard model [Paper]. International Conference on Industrial Engineering and Systems Management (IESM 2009), Montréal, Québec.
- 2008
Conference paper Ghasemi, A., Yacout, S., & Ouali, S. M. (2008, January). Parameter estimation algorithms of a condition based maintenance with imperfect information and proportional hazard model [Paper]. Industrial Engineering Research Conference.Conference paper Yacout, S., & Salamanca, D. (2008, January). Software for faults diagnosis on logical analysis of data [Paper]. Maintenance and Reliability Conference (MARCON 2008), Tennessee, USA.
- 2007
Conference paper Ghasemi, A., Yacout, S., & Ouali, M.-S. (2007, October). Optimal inspection period and replacement policy for CBM with imperfect information using PHM [Paper]. World Congress on Engineering and Computer Science, San Francisco (California).
- 2002
Conference paper Lambhabbar, A., Yacout, S., & Ouali, M.-S. (2002, January). Concurrent optimisation of design and manufacturing phases of QFD, CROS-SCRO [Paper]. 44th Annual Conference, MIT, Toronto.
- 2023
- Books (2)
- 2015
Book Ebrahimipour, V., & Yacout, S. (2015). Ontology modeling in physical asset integrity management.
- 2011
Book Tadj, L., Ouali, M.-S., Yacout, S., & Ait-Kadi, D. (2011). Replacement models with minimal repair.
- 2015
- Book chapters (4)
- 2021
Book chapter AboElHassan, A., Sakr, A., & Yacout, S. (2021). A Framework for Digital Twin Deployment in Production Systems. In Advances in Automotive Production Technology – Theory and Application (145-152).
- 2015
Book chapter Yacout, S., & Ebrahimipour, V. (2015). ISO 15926. In Ebrahimipour, V., & Yacout, S. (eds.), Ontology modeling in physical asset integrity management (16 pages).Book chapter Ebrahimipour, V., & Yacout, S. (2015). Ontology-based knowledge platform to support equipment health in plant operations. In Ebrahimipour, V., & Yacout, S. (eds.), Ontology modeling in physical asset integrity management (221-255).
- 2011
Book chapter Ouali, M.-S., Tadj, L., Yacout, S., & Ait-Kadi, D. (2011). A survey of replacement models with minimal repair. In Replacement Models with Minimal Repair (3-100).
- 2021
- Patents (1)
- 2017
Patent Yacout, S., Salamanca, D., & Mortada, M.-A. (2017). Tool and method for fault detection of devices by condition based maintenance. (Patent no. US9824060).
- 2017