2025

Articles dans une revue

Alexandre Gaffet, Pauline Ribot, Elodie Chanthery, Christophe Merle. Multi-block local outlier factor anomaly detection of complex industrial systems. Applied Intelligence, 2025, 55 (10), pp.753. ⟨10.1007/s10489-025-06603-1⟩. ⟨hal-05119175⟩

Communications dans un congrès

Léonie Hatte, Pauline Ribot, Elodie Chanthery. Dynamic time series segmentation for health monitoring of hybrid systems. IEEE SMC 2025, Oct 2025, Vienne, Austria. ⟨hal-05319855⟩

2024

Communications dans un congrès

Charles-Maxime Gauriat, Yannick Pencolé, Pauline Ribot, Gregory Brouillet. Multi-class Neural Additive Models : An Interpretable Supervised Learning Method for Gearbox Degradation Detection. 2024 IEEE International Conference on Prognostics and Health Management, Jun 2024, Spokane WA, United States. ⟨10.1109/ICPHM61352.2024.10627522⟩. ⟨hal-04562531⟩

Charles-Maxime Gauriat, Yannick Pencolé, Pauline Ribot, Gregory Brouillet. On a Method to Measure Supervised Multiclass Model’s Interpretability: Application to Degradation Diagnosis (Short Paper). 35th International Conference on Principles of Diagnosis and Resilient Systems (DX 2024), Nov 2024, Vienna, Austria. ⟨10.4230/OASIcs.DX.2024.27⟩. ⟨hal-04862630⟩

Léonie Hatte, Pauline Ribot, Elodie Chanthery. Transforming Time Petri Nets into Heterogeneous Petri Nets for Hybrid System Monitoring. IFAC Safeprocess 2024, Jun 2024, Ferrara, Italy. ⟨hal-04578700⟩

Autres documents

Charles-Maxime Gauriat, Yannick Pencolé, Pauline Ribot, Gregory Brouillet. Modèles Additifs Neuronaux Multi classes (MNAM). LAAS Research and Technology Days 2024 (RTDAYS), Jul 2024, Toulouse, France. 2024. ⟨hal-04775898⟩

2023

Rapports

Charles-Maxime Gauriat, Yannick Pencolé, Pauline Ribot, Gregory Brouillet. An experimental setup for learning models for the RUL estimation of bearings in rotary machine tools: towards the learning of more interpretable models. 2023. ⟨hal-04715967⟩

2022

Articles dans une revue

Angel Mur, Louise Travé-Massuyès, Elodie Chanthery, Renaud Pons, Pauline Ribot. A Neural Algorithm for the Detection and Correction of Anomalies: Application to the Landing of an Airplane. Sensors, 2022, 22 (6), pp.2334. ⟨10.3390/s22062334⟩. ⟨hal-03615011⟩

Communications dans un congrès

Alexandre Gaffet, Pauline Ribot, Elodie Chanthery, Nathalie Barbosa, Christophe Merle. A Health Monitoring Method for Automotive Surface Mount Technologies. SAFEPROCESS 2022, Jun 2022, Paphos, Cyprus. ⟨hal-03711286⟩

Amaury Vignolles, Elodie Chanthery, Pauline Ribot. Hybrid Model Learning for System Health Monitoring. Safeprocess 2022 : 11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, Jun 2022, Paphos, Cyprus. ⟨hal-03282377v3⟩

Amaury Vignolles, Pauline Ribot, Elodie Chanthery. Modeling complex systems with Heterogeneous Petri Nets (HtPN). 33rd International Workshop on Principle of Diagnosis – DX 2022, LAAS-CNRS-ANITI, Sep 2022, Toulouse, France. ⟨hal-03773709⟩

Alexandre Gaffet, Nathalie Barbosa Roa, Pauline Ribot, Elodie Chanthery, Christophe Merle. A Hierarchical XGBoost Early Detection Method for Quality and Productivity Improvement of Electronics Manufacturing Systems. 7th European Conference of the Prognostics and Health Management Society 2022, Jul 2022, Turin, Italy. ⟨hal-03711267⟩

Rapports

Louise Travé-Massuyès, Elodie Chanthery, Angel Mur Guerri, Pauline Ribot, Renaud Pons. Prototyping and validation results, Cocotier Project. S5.9.1.4, LAAS-CNRS. 2022. ⟨hal-03800103⟩

2021

Communications dans un congrès

Amaury Vignolles, Elodie Chanthery, Pauline Ribot. A Holistic Advanced Diagnosis Approach For Systems Under Uncertainty. 32nd International Workshop on Principle of Diagnosis – DX 2021, Sep 2021, Hamburg, Germany. ⟨hal-03282343⟩

Alexandre Gaffet, Pauline Ribot, Elodie Chanthery, Nathalie Barbosa, Christophe Merle. Data-Driven Capability-based Health Monitoring Method for Automotive Manufacturing. EUROPEAN CONFERENCE OF THE PROGNOSTICS AND HEALTH MANAGEMENT SOCIETY ( PHM Europe), PHM society, Jun 2021, Turin (virtual), Italy. ⟨hal-03277031⟩

Rapports

Louise Travé-Massuyès, Elodie Chanthery, Pauline Ribot, Renaud Pons, Angel Mur Guerri. Machine learning algorithms for faulty sensor detection in the approach phase: methods and preliminary tests. S5.9.1.3 Deliverable, Lot 5.9, LAAS-CNRS. 2021. ⟨hal-03416766⟩

Pré-publications, documents de travail

Amaury Vignolles, Elodie Chanthery, Pauline Ribot. Modeling complex systems with Heterogeneous Petri Nets (HtPN). 2021. ⟨hal-03137722⟩

2020

Articles dans une revue

Pauline Ribot, Elodie Chanthery, Quentin Gaudel, Matthew J. Daigle. Hybrid Particle Petri Net Based Prognosis of a Planetary Rover. IEEE Transactions on Aerospace and Electronic Systems, 2020, 56 (2), pp.1553 - 1567. ⟨10.1109/TAES.2019.2939688⟩. ⟨hal-02316226⟩

Communications dans un congrès

Amaury Vignolles, Elodie Chanthery, Pauline Ribot. An overview on diagnosability and prognosability for system monitoring. EUROPEAN CONFERENCE OF THE PROGNOSTICS AND HEALTH MANAGEMENT SOCIETY ( PHM Europe), Jul 2020, (Virtual conference), Italy. ⟨hal-02891028v2⟩

Rapports

Elodie Chanthery, Renaud Pons, Pauline Ribot, Louise Travé-Massuyès. State of the Art : Classification algorithms for sensor fusion in the approach phase Cocotier Project. S5.9.1.1 Deliverable, Lot 5.9, LAAS-CNRS. 2020. ⟨hal-02569439⟩

2019

Communications dans un congrès

Elodie Chanthery, Pauline Ribot, Amaury Vignolles. HyMU: a software for Hybrid Systems Health Monitoring under Uncertainty. 30th International Workshop on Principles of Diagnosis DX'19, Nov 2019, Klagenfurt, Austria. ⟨hal-02886575⟩

Rapports

Dimitri Peaucelle, Marie-José Huguet, Yannick Pencolé, Christian Artigues, Emmanuel Hébrard, et al.. Bilan et prospectives 2019 du département Décision & Optimisation du LAAS-CNRS. 2019. ⟨hal-02295816⟩

2018

Chapitres d’ouvrages

Quentin Gaudel, Elodie Chanthery, Pauline Ribot, Matthew J. Daigle. Diagnosis of hybrid systems using Hybrid Particle Petri nets: theory and application on a planetary rover. Moamar 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⟩. ⟨hal-01905006⟩

Communications dans un congrès

Amel Slimani, Pauline Ribot, Elodie Chanthery, N Rachedi. Fusion of Model-based and Data-based Fault Diagnosis Approaches. 10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, SAFEPROCESS 2018, Aug 2018, Varsovie, Poland. ⟨hal-01882327⟩

2017

Communications dans un congrès

Pauline Ribot, Elodie Chanthery, Quentin Gaudel. HPPN-based Prognosis for Hybrid Systems. Annual Conference of the Prognostics and Health Management Society 2017, Oct 2017, St. Petersburg, United States. ⟨hal-01579483⟩

2016

Communications dans un congrès

Quentin Gaudel, Pauline Ribot, Elodie Chanthery, Matthew J. Daigle. Health Monitoring of a Planetary Rover Using Hybrid Particle Petri Nets. International 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⟩. ⟨hal-01352011⟩