Elodie Chanthery
- Laboratoire d'analyse et d'architecture des systèmes (LAAS)
Publications
Publications
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Dynamic time series segmentation for health monitoring of hybrid systems2025 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct 2025, Vienne, Austria. pp.7269-7274, ⟨10.1109/SMC58881.2025.11342833⟩ |
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Tree-Based Diagnosis Enhanced with Meta-Knowledge and Discovery of Analytical Redundancy Relations3ème Congrès Annuel de la SAGIP, SAGIP, May 2025, Mulhouse, France |
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Are Diagnostic Concepts Within the Reach of LLMs?36th International Conference on Principles of Diagnosis and Resilient Systems (DX 2025), Sep 2025, Nashville, United States. pp.2:1--2:20, ⟨10.4230/OASIcs.DX.2025.2⟩ |
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Tree based Diagnosis Enhanced with Meta Knowledge Applied to Dynamic Systems12th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes (2024), Best Theory Paul M. Frank paper Award, IFAC, Jun 2024, Ferrara, Italy. to appear in IFAC-PapersOnLine |
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MSO sets and MTES for dummiesThe 35th International Conference on Principles of Diagnosis and Resilient Systems (DX'24), Nov 2024, Vienna (Autriche), Austria. ⟨10.4230/OASIcs.DX.2024.13⟩ |
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Transforming Time Petri Nets into Heterogeneous Petri Nets for Hybrid System MonitoringIFAC Safeprocess 2024, Jun 2024, Ferrara, Italy |
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Using Multi-modal LLMs to Create Models for Fault DiagnosisThe 35th International Conference on Principles of Diagnosis and Resilient Systems (DX'24), Nov 2024, Vienna, Austria. ⟨10.4230/OASIcs.DX.2024.6⟩ |
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Tree based diagnosis enhanced with meta knowledge34th International Workshop on Principles of Diagnosis (DX'23), Sep 2023, Loma Mar, United States |
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Benchmark for Fault Diagnosis of Water Distribution NetworkThe 34th International Workshop on Principles of Diagnosis (DX'23), PARC and the Silicon Austria Labs (SAL)., Sep 2023, Loma Mar, United States |
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Machine Learning Based Fault Anticipation for 3D Printing22nd World Congress of the International Federation of Automatic Control (IFAC 2023), IFAC: International Federation of Automatic Control, Jul 2023, Yokohama, Japan |
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Modeling complex systems with Heterogeneous Petri Nets (HtPN)33rd International Workshop on Principle of Diagnosis – DX 2022, LAAS-CNRS-ANITI, Sep 2022, Toulouse, France |
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A Health Monitoring Method for Automotive Surface Mount TechnologiesSAFEPROCESS 2022, Jun 2022, Paphos, Cyprus |
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Water network benchmarks for structural analysis algorithms in fault diagnosis33rd International Workshop on Principle of Diagnosis – DX 2022, LAAS-CNRS-ANITI, Sep 2022, Toulouse, France |
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A Survey on Diagnosis Methods Combining Dynamic Systems Structural Analysis and Machine Learning33rd International Workshop on Principle of Diagnosis – DX 2022, LAAS-CNRS-ANITI, Sep 2022, Toulouse, France |
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Hybrid Model Learning for System Health MonitoringSafeprocess 2022 : 11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, Jun 2022, Paphos, Cyprus |
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A Hierarchical XGBoost Early Detection Method for Quality and Productivity Improvement of Electronics Manufacturing Systems7th European Conference of the Prognostics and Health Management Society 2022, Jul 2022, Turin, Italy |
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A Holistic Advanced Diagnosis Approach For Systems Under Uncertainty32nd International Workshop on Principle of Diagnosis – DX 2021, Sep 2021, Hamburg, Germany |
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Data-Driven Capability-based Health Monitoring Method for Automotive ManufacturingEUROPEAN CONFERENCE OF THE PROGNOSTICS AND HEALTH MANAGEMENT SOCIETY ( PHM Europe), PHM society, Jun 2021, Turin (virtual), Italy |
Process decomposition and test selection for distributed fault diagnosis33th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2020), Sep 2020, Kitakyushu, Japan |
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An overview on diagnosability and prognosability for system monitoringEUROPEAN CONFERENCE OF THE PROGNOSTICS AND HEALTH MANAGEMENT SOCIETY ( PHM Europe), Jul 2020, (Virtual conference), Italy |
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HyMU: a software for Hybrid Systems Health Monitoring under Uncertainty30th International Workshop on Principles of Diagnosis DX'19, Nov 2019, Klagenfurt, Austria |
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Activité pédagogique sur la création d'un jeu d'évasion6ème Colloque Pédagogie & Formation - groupe INSA, May 2019, Bourges, France |
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Diagnosis approaches for detection and isolation of cyber attacks and faults on a two-tank system30th International Workshop on Principles of Diagnosis DX'19, Nov 2019, Klagenfurt, Austria |
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Flotation Process Fault Diagnosis Via Structural Analysis18th IFAC Symposium on Control, Optimization and Automation in Mining, Mineral and Metal Processing (MMM 2019), Aug 2019, Stellenbosch, South Africa |
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Fusion of Model-based and Data-based Fault Diagnosis Approaches10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, SAFEPROCESS 2018, Aug 2018, Varsovie, Poland |
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Decentralized Diagnosis via Structural Analysis and Integer Programming10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, SAFEPROCESS 2018, Aug 2018, Varsovie, Poland. 7p |
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Optimal test / sensor selection problems formalized as integer programs29th International Workshop on Principles of Diagnosis - DX'18, Aug 2018, Varsovie, Poland |
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Fault-Driven Structural Diagnosis Approach in a Distributed Context20th World Congress of the International Federation of Automatic Control, IFAC 2017 World Congress, Jul 2017, Toulouse, France. pp.14819-14824 |
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HPPN-based Prognosis for Hybrid SystemsAnnual Conference of the Prognostics and Health Management Society 2017, Oct 2017, St. Petersburg, United States |
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Health Monitoring of a Planetary Rover Using Hybrid Particle Petri NetsInternational Conference on Applications and Theory of Petri Nets and Concurrency, Jun 2016, Toruń, Poland. pp.196--215, ⟨10.1007/978-3-319-39086-4_13⟩ |
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Fault-Driven Minimal Structurally Overdetermined Set in a Distributed ContextThe 27th International Workshop on Principles of Diagnosis: DX-2016, Oct 2016, Denver, United States |
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Definition of Model-based diagnosis problems with Altarica27th International Workshop on Principles of Diagnosis (DX-2016), Oct 2016, Denver, CO, United States. 8p |
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Vers une architecture de surveillance de santé d'un système hybride sous incertitudesModélisation des Systèmes Réactifs (MSR 2015), Nov 2015, Nancy, France |
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HYDIAG : extended diagnosis and prognosis for hybrid systemsThe 26th International Workshop on Principles of Diagnosis (DX-2015), Aug 2015, Paris, France |
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Hybrid systems Diagnosis using modified particle Petri netsInternational Workshop on Principles of Diagnosis (DX), Sep 2014, Graz, Austria |
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Health Monitoring of Hybrid Systems Using Hybrid Particle Petri NetsAnnual Conference of the Prognostics and Health Management Society 2014, Prognostics and Health Management Society (PHM), Sep 2014, Fort Worth, United States. pp.51 |
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Optimal input design for a nonlinear dynamical uncertain aerospace systemIFAC Symposium on Nonlinear Control Systems, Sep 2013, Toulouse, France |
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An Integrated Framework for Diagnosis and Prognosis of Hybrid SystemsWorkshop on Hybrid Autonomous Systems ( HAS ), Mar 2013, Rome, Italy. 12p |
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Health Monitoring and Prognosis of Hybrid SystemsAnnual Conference of the Prognostics and Health Management Society ( PHM ), Oct 2013, Nouvelle Orléans, United States. 12p |
Formalizing and Solving Information Collection Problems with Autonomous Sensor Systems18th IFAC World congress, 2011, Milan, Italy |
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Formalisation et résolution de problèmes d'acquisition d'informations par des systèmes autonomesROADEF (12e congrès annuel de la Société française de Recherche Opérationnelle et d'Aide à la Décision), 2011, Saint-Etienne, France |
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CLOE: Christoffel Loss AutoEncoder for Anomaly DetectionANITI days 2026, Feb 2026, Toulouse, France |
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Diagnosis of hybrid systems using Hybrid Particle Petri nets: theory and application on a planetary roverMoamar Sayed-Mouchaweh. Fault Diagnosis of Hybrid Dynamic and Complex Systems, Springer Verlag, pp.209-241, 2018, 978-3-319-74013-3. ⟨10.1007/978-3-319-74014-0_9⟩ |
ESTIMATION OF A DIAGNOSIS OF A PHYSICAL SYSTEM BY PREDICTION OF FAULT INDICATORS BY MACHINE LEARNINGFrance, Patent n° : EP23305050. Rapport LAAS n° 23718. 2023 |
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METHOD OF CONSTRUCTING A DECISION TREE FOR SYSTEM DIAGNOSIS, SYSTEM DIAGNOSIS METHOD, DEVICES AND COMPUTER PROGRAMS THEREFORFrance, Patent n° : EP23305938. Rapport LAAS n° 23719. 2023 |
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Modeling complex systems with Heterogeneous Petri Nets (HtPN)2021 |
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Bilan et prospectives 2025 du département Décision & Optimisation du LAAS-CNRSLAAS-CNRS. 2026 |
Prototyping and validation results, Cocotier ProjectS5.9.1.4, LAAS-CNRS. 2022 |
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Machine learning algorithms for faulty sensor detection in the approach phase: methods and preliminary testsS5.9.1.3 Deliverable, Lot 5.9, LAAS-CNRS. 2021 |
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State of the Art : Classification algorithms for sensor fusion in the approach phase Cocotier ProjectS5.9.1.1 Deliverable, Lot 5.9, LAAS-CNRS. 2020 |
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Bilan et prospectives 2019 du département Décision & Optimisation du LAAS-CNRS2019 |
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Planification de mission pour un véhicule aérien autonomeAutomatique / Robotique. Ecole nationale superieure de l'aeronautique et de l'espace, 2005. Français. ⟨NNT : ⟩ |
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Vers des systèmes plus autonomes : contributions autour de la tâche de diagnostic dans une architecture embarquéeAutomatique / Robotique. Institut National Polytechnique de Toulouse (INP Toulouse), 2018 |