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Amphithéatre Fournel
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Amphithéatre Bézier
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08:30
Opening Ceremony at Grand Amphi (GA)
Chair: Nazih Mechbal
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09:00
PL1: "Structural Health Monitoring for Condition-Based Maintenance" Pr. Fu-Kuo Chang (Stanford University, USA) at Grand Amphi (GA)
Chair: Dimitrios Zarouchas
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10:00
Coffee break at Arts & Métiers Library
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10:30
S7: Exploring Explainable AI, Predictive Models, and Federated Learning for CBM in Aerospace at Amphi Fournel (AF)
Chair: Bernardete Ribeiro and Derk Daverschot
10:30
20 mins
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Deep Learning-Based Explanations for Remaining Useful Life Prediction of Aircraft Turbofan Engines
Fatemeh Hosseinpour, Asteris Apostolidis, Konstantinos P. Stamoulis
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10:50
20 mins
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Functional Time Series Regression in Hybrid Federated Learning
Raul Llasag Rosero, Catarina Silva, Bernardete Ribeiro
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11:10
20 mins
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Exploring Uncertainty Visualization in Condition-Based Maintenance Planning: A Playful Simulation Approach
Jorge Ribeiro, Iordanis Tseremoglou, Licínio Roque, Bruno dos Santos
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11:30
20 mins
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Bayesian modelling of stochastic effects to the useful life of structures subject to single and multi-imperfect post-repairs
Panagiotis Komninos, Georgios Galanopoulos, Dimitrios Zarouchas
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11:50
20 mins
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Vector Quantized Anomaly Detection applied to Condition Based Maintenance
Miguel Fernandes, Catarina Silva, Alberto Cardoso, Bernardete Ribeiro
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12:10
20 mins
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NN and KF hybrid methods for estimating health parameters of aircraft engine in underdetermined and non-linear systems
Solène Thepaut, Dong Quan Vu, Sébastien Razakarivony
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10:30
S9: Advanced monitoring strategies for composite structures at Amphi Bézier (AB)
Chair: Jesus Eiras Fernandez and Eric Monteiro
10:30
20 mins
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Enhanced Health Assessment of Aeronautical Subcomponents: Data-driven Historical-Independent Health Indicators from Lamb Waves
Morteza Moradi, Juan Chiachío, Rinze Benedictus, Dimitrios Zarouchas
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10:50
20 mins
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Contactless inverse method for the characterization of adhesion within structural materials with guided elastic waves
Loïc Girardot, Mourad Bentahar, Silvio Montrésor, Nicolas Terrien
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11:10
20 mins
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A Modelling platform for Structural Health Monitoring
Fabrice Foucher, Bastien Clausse, Roman Fernandez
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11:30
20 mins
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Upscaling numerically the laser shock-based disassembly of an adhesively bonded composite/metallic foreign object damage panel
Konstantinos Tserpes, Panagiotis Kormpos, Laurent Berthe
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11:50
20 mins
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Laser Shock for NDT/SHM of composites materials and bonded joints: recent advances
Nicolas Cuvillier, Mathieu Ducousso, Marine Scius-Bertrand, Tomas Bergara, Laurent Videau, Laurent Berthe
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12:10
20 mins
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Machine Learning Approach for LPRE Bearings Remaining Useful Life Estimation Based on Hidden Markov Models and Fatigue Modelling
Federica Galli, Philippe Weber, Ghaleb Hoblos, Vincent Sircoulomb, Giuseppe Fiore, Charlotte Rostain
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12:30
Lunch in Halle 3, PIMM Laboratory
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14:00
PL2: "CBM perspective for Safran" Dr. Dohy Hong (Safran, France) at Grand Amphi (GA)
Chair: Oscar d’Almeida
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14:45
PL3: "A scalable strategy to localize impact events on structures using low-frequency vibrations" Dr. D. Goutaudier (PIMM, France), Dr. D. Gendre & G. Osmond (Airbus, France) at Grand Amphi (GA)
Chair: Derk Daverschot
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15:30
Coffee break at Arts & Métiers Library
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16:00
S1: Industrial point of view of CBM at Amphi Fournel (AF)
Chair: Marta Ribeiro and Mathieu Ducousso
16:00
20 mins
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Fleet-level Maintenance Cost and Availability Analysis based on Discrete Event Simulations
Sin-seok Seo
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16:20
20 mins
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Applying Survival Analysis Algorithms for CBM in Aerospace: A Study on how Censoring Rates Influence Model Performances
Ghanem Bahrini, Sebastien Rzarakivony, Morgane Barbet-Massin
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16:40
20 mins
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Text-mining applied on maintenance reports for aviation equipment maintenance support
Céline Berthou, Manon Bedere, Yannick Evra, Jean-Frédéric Diebold, Dong Quan Vu, Héléna Vorobieva
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17:00
20 mins
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Airframe Digital-twins in Airbus Defence and Space
Daniel Iñesta, Jose Luis Melchor, Pablo Caffyn, Jaime Garcia
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17:20
20 mins
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Closed-loop Digital Twin Framework for Maintenance Optimization of Industrial Systems
Sin-Seok Seo, Guillaume Doquet
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17:40
20 mins
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Embraer perspective on the adoption of CBM solutions for fixed-wing aircraft systems
Lucinete A. L. Di Santis, Ricardo Rulli, Pedro Tostes, Carlos A. G. Carneiro
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16:00
S5: Embedded Life-Cycle Management for Smart Multimaterials Structures at Amphi Bézier (AB)
Chair: Theodoros Loutas and Nazih Mechbal
16:00
20 mins
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Real-Time RTM Process Monitoring: Detection of the Resin Flow Front using FBG Sensors
Andreas Krenz, Vladislav Reimer, Jan Koch
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16:20
20 mins
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Hybrid twin of the Resin Transfer Molding process
Eric Monteiro, Sebastian Rodriguez Iturra, Nikos Pantelelis, Alfredo De Gregorio De Juan, Adrien Touze, Marc Warris, Marc Rebillat, Francisco Chinesta, Nazih Mechbal
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16:40
20 mins
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Printing of piezoelectric and temperature sensors on composite panels
Ingo Wirth
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17:00
20 mins
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FBG based structural health monitoring of engine blades towards intelligent structures and CBM
George Galanopoulos, Shweta Paunikar, Marc Rebillat, Dimitrios Zarouchas
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17:20
20 mins
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Using Novel Printed Piezoelectric Sensors for Monitoring the Health of a Composite Foreign Object Damage Panel
Shweta Paunikar, George Galanopoulos, Marc Rebillat, Ingo Wirth, Nazih Mechbal
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17:40
20 mins
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A DeepLearning based pipeline for online Remaining Useful Life prognostics
Giannis Stamatelatos, Theodoros Loutas
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18:00
Welcome Reception in Halle 3, PIMM Laboratory
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