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Real-time Condition-based Maintenance for Adaptive Aircraft Maintenance Planning

Deliverables

ReMAP dissemination and communication package

ReMAP dissemination and communication package – dissemination and communication plan, project identity (logo and documents/presentations templates), Website, and social media channels

Report on exploratory data analytics algorithms

Report on exploratory data analytics algorithms

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Publications

Upcoming damage size quantification in aeronautic composite structures based on imaging results post-processing

Author(s): William Briand, Marc Rébillat, Mikhail Guskov, Nazih Mechbal
Published in: Journal of Intelligent Material Systems and Structures, 2021, Page(s) 1045389X2110116, ISSN 1045-389X
DOI: 10.1177/1045389x211011680

Fusion-based damage diagnostics for stiffened composite panels

Author(s): Agnes Broer, Georgios Galanopoulos, Rinze Benedictus, Theodoros Loutas and Dimitrios Zarouchas
Published in: Structural Health Monitoring, Issue 1–27, 2021, ISSN 1475-9217
DOI: 10.1177/14759217211007127

An integrated assessment of safety and efficiency of aircraft maintenance strategies using agent-based modelling and stochastic Petri nets

Author(s): Juseong Lee, Mihaela Mitici
Published in: Reliability Engineering & System Safety, Issue 202, 2020, Page(s) 107052, ISSN 0951-8320
DOI: 10.1016/j.ress.2020.107052

TrajecNets: Online Failure Evolution Analysis in 2D Space

Author(s): Nauman Shahid Anarta Ghosh
Published in: International Journal of Prognostics and Health Management, Issue 10, 2019, ISSN 2153-2648

Recent Advances in Anomaly Detection Methods Applied to Aviation

Author(s): Luis Basora, Xavier Olive, Thomas Dubot
Published in: Aerospace, Issue 6/11, 2019, Page(s) 117, ISSN 2226-4310
DOI: 10.3390/aerospace6110117

Strain-based health indicators for the structural health monitoring of stiffened composite panels

Author(s): Dimitrios P Milanoski, Theodoros H Loutas
Published in: Journal of Intelligent Material Systems and Structures, Issue 32/3, 2021, Page(s) 255-266, ISSN 1045-389X
DOI: 10.1177/1045389x20924822

Aircraft Fleet Health Monitoring with AnomalyDetection Techniques

Author(s): Luis Basora, Paloma Bry, Xavier Olive, and Floris Freeman
Published in: Aerospace, 2021, ISSN 2226-4310
DOI: 10.3390/aerospace8040103

Remaining Useful Life Estimation in Aircraft Components with Federated Learning

Author(s): Raúl Llasag Rosero, Catarina Silva, Bernardete Ribeiro
Published in: Proceedings of the European Conference of the PHM Society 2020, Issue Vol. 5 No. 1, 2020
DOI: 10.36001/phme.2020.v5i1.1228

Principal Least Squares Canonical Correlation Analysis for damage quantification in aeronautic composite structures

Author(s): REBILLAT, Marc; MECHBAL, Nazih
Published in: Proceedings of the International Workshop on Structural Health Monitoring 2019, Issue 2, 2019

Improving efficiency and robustness of structural health monitoring techniques based on Lamb wave detection

Author(s): REBUFA, Jocelyn; JAUSSAUD, Gladys; FOURNIER, Marc; LOGEAIS, M.; BENCHEIKH, N.; CLAEYSSEN, F.; RÉBILLAT, Marc; GUSKOV, Mikhail
Published in: IX ECCOMAS Thematic Conference on Smart Structures and Materials, Jul 2019, Paris, France. pp.1-12, Issue 3, 2019

Dimension Reduction Algorithms in the Damage Indexes Space for Damage Size Quantification in Aeronautic Composite Structures

Author(s): MARC REBILLAT, NAZIH MECHBAL
Published in: Structural Health Monitoring 2019, 2019
DOI: 10.12783/shm2019/32279

Upscaling the Data-driven Prognostic Methodologies Towards a Condition-based Structural Health Management of Composite Structures

Author(s): THEODOROS LOUTAS, DIMITRIOS ZAROUCHAS
Published in: Structural Health Monitoring 2019, 2019
DOI: 10.12783/shm2019/32282

Improving Lamb wave detection for SHM using a dedicated LWDS electronics

Author(s): Gladys Jaussaud, Jocelyn Rebufa, Marc Fournier, Matthieu Logeais, Nabil Bencheikh, Marc Rébillat, Mikhail Guskov
Published in: 11th International Symposium on NDT in Aerospace, 2019

Damage size quantification in aeronautic composite structures based on imaging results post-processing

Author(s): Briand, William; REBILLAT, Marc; GUSKOV, Mikhail; MECHBAL, Nazih
Published in: https://hal.archives-ouvertes.fr/hal-03012957, Issue 1, 2019

Damage Diagnostics of a Composite Single-Stiffener Panel Under Fatigue Loading Utilizing SHM Data Fusion

Author(s): Agnes A. R. Broer, Georgios Galanopoulos, Dimitrios Zarouchas, Theodoros Loutas, Rinze Benedictus
Published in: European Workshop on Structural Health Monitoring - Special Collection of 2020 Papers - Volume 1, Issue 127, 2021, Page(s) 616-625
DOI: 10.1007/978-3-030-64594-6_60

Damage Imaging Post Processing for Delamination Size Assessment of CFRP Aeronautic Structures

Author(s): William Briand, Marc Rébillat, Mikhail Guskov, Nazih Mechbal
Published in: European Workshop on Structural Health Monitoring - Special Collection of 2020 Papers - Volume 1, Issue 127, 2021, Page(s) 140-148
DOI: 10.1007/978-3-030-64594-6_15

A Strain-Based Health Indicator for the SHM of Skin-to-Stringer Disbond Growth of Composite Stiffened Panels in Fatigue

Author(s): Dimitrios Milanoski, Georgios Galanopoulos, Agnes Broer, Dimitrios Zarouchas, Theodoros Loutas
Published in: European Workshop on Structural Health Monitoring - Special Collection of 2020 Papers - Volume 1, Issue 127, 2021, Page(s) 626-635
DOI: 10.1007/978-3-030-64594-6_61

Analytical Modeling of Vibrations in a Damaged Beam Using Green-Volterra Formalism

Author(s): Damien Bouvier, Nazih Mechbal, Marc Rébillat
Published in: European Workshop on Structural Health Monitoring - Special Collection of 2020 Papers - Volume 2, Issue 128, 2021, Page(s) 699-710
DOI: 10.1007/978-3-030-64908-1_65

Airline maintenance task rescheduling in a disruptive environment

Author(s): Paul van Kessel
Published in: 2020

The Condition-Based Maintenance Scheduling Challenge: A Reinforcement Learning Interpretation

Author(s): Daniel Martini Jimenez
Published in: 2021

Reinforcement learning for Predictive aircraft maintenance

Author(s): Pedro Manuel Cerveira Andrade
Published in: 2020

Condition-Based Maintenance for Diagnosis and Prognosis in Aircraft Systems - Application in the Air Bleed System of Boeing 747

Author(s): Azevedo, Daniel Romário Gomes
Published in: 2019

Deep Reinforcement Learning for Condition Based Monitoring in Aircraft Planning

Author(s): Ferreira, Pedro Filipe Soares
Published in: 2019

Health estimations using edge computing concepts in the context of the aeronautical industry

Author(s): Gonçalves, Diogo Miguel Costa
Published in: 2019

Fleet Learning applied to Aircraft Maintenance

Author(s): Miguel José Rodrigues Fernandes
Published in: 2020

Diagnosis and Prognosis of Aircraft Systems State

Author(s): Maria Inês Ferreira Fonseca
Published in: 2020