2023

Articles dans une revue

Edgar Hernando Sepúlveda-Oviedo, Louise Travé-Massuyès, Audine Subias, Marko Pavlov, Corinne Alonso. Fault diagnosis of photovoltaic systems using artificial intelligence: A bibliometric approach. Heliyon, 2023, 9 (11), pp.e21491. ⟨10.1016/j.heliyon.2023.e21491⟩. ⟨hal-04276780⟩

Communications dans un congrès

Edgar Hernando Sepúlveda Oviedo, Louise Travé-Massuyès, Audine Subias, Marko Pavlov, Corinne Alonso. Detection and classification of faults aimed at preventive maintenance of PV systems.. XI Congreso Internacional de Ingeniería Mecánica, Mecatrónica y Automatización 2023, Universidad Nacional de Colombia, Apr 2023, Carthagène, Colombia. ⟨hal-04125988⟩

Le Toan Duong, Louise Travé-Massuyès, Audine Subias, Christophe Merle. Remaining cycle time prediction with Graph Neural Networks for Predictive Process Monitoring. 8th International Conference on Machine Learning Technologies (ICMLT 2023), Mar 2023, Stockholm, Sweden. 7 p., ⟨10.1145/3589883.3589897⟩. ⟨hal-04093621⟩

Edgar Hernando Sepúlveda Oviedo, Louise Travé-Massuyès, Audine Subias, Marko Pavlov, Corinne Alonso. DTW K-Means clustering for fault detection in photovoltaic modules. XI Congreso Internacional de Ingeniería Mecánica, Mecatrónica y Automatización 2023, Apr 2023, Carthagène, Colombia. ⟨hal-04125983⟩

Camille Coquand, Yannick Pencolé, Audine Subias. Diagnosabilization of Time Petri net for timed fault. IFAC World COngress, Jul 2023, Yokoama, Japan. pp.8648-8653, ⟨10.1016/j.ifacol.2023.10.041⟩. ⟨hal-04075303⟩

Audine Subias, Louise Travé-Massuyès, Tom Obry. DyClee-N&C: a clustering algorithm for heterogeneous data based situation assessment. IFAC World Congress, Jul 2023, Yokohama, Japan. ⟨hal-04268806⟩

2022

Articles dans une revue

Edgar Hernando Sepúlveda Oviedo, Louise Travé-Massuyès, Audine Subias, Corinne Alonso, Marko Pavlov. Feature extraction and health status prediction in PV systems. Advanced Engineering Informatics, 2022, 53, pp.101696. ⟨10.1016/j.aei.2022.101696⟩. ⟨hal-03736670⟩

Yannick Pencolé, Audine Subias. Diagnosability of event patterns in safe labeled time Petri nets: a model-checking approach. IEEE Transactions on Automation Science and Engineering, 2022, 19 (2), pp.1151 - 1162. ⟨10.1109/TASE.2020.3045565⟩. ⟨hal-03139863⟩

Communications dans un congrès

Camille Coquand, Audine Subias, Yannick Pencolé, Éric Lubat. Critical pairs based diagnosability analysis of timed fault in Time Petri Nets. 16th IFAC Workshop on Discrete Event Systems, Sep 2022, Prague, Czech Republic. ⟨hal-03765924⟩

Eric Lubat, Camille Coquand, Yannick Pencole, Audine Subias. Diagnosability and Predictability of pattern in Labelled Petri Nets. 33rd International Workshop on Principle of Diagnosis (DX 2022), LAAS-CNRS-ANITI, Sep 2022, Toulouse, France. ⟨hal-03773804⟩

Camille Coquand, Audine Subias, Yannick Pencolé. Observable Simple Temporal Network synthesis for the diagnosis of time patterns in time Petri nets. 11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes - SAFEPROCESS 2022, Jun 2022, Pafos, Cyprus. ⟨hal-03694854⟩

Adrien Dorise, Louise Travé-Massuyès, Audine Subias, Corinne Alonso. Dyd²: Dynamic Double anomaly Detection: Application to on-board space radiation faults. IFAC Safeprocess 2022 :11th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, IFAC, Jun 2022, Pafos, Cyprus. ⟨hal-03609573v2⟩

Adrien Dorise, Audine Subias, Louise Travé-Massuyès, Corinne Alonso. Advanced machine learning for the detection of single event effects. RADECS 2022, Oct 2022, Venice, Italy. ⟨hal-03789895⟩

Autres documents

Le Toan Duong, Louise Travé-Massuyès, Audine Subias, Nathalie Barbosa Roa. Electronic board production process knowledge extraction for global optimization. ANITI EVALUATION, Mar 2022, Toulouse, France. 2022. ⟨hal-03608222v2⟩

Adrien Dorise, Louise Travé-Massuyès, Audine Subias, Corinne Alonso. Dynamic Double anomaly Detection through evolving clustering: Application to on-board space radiation faults. ANITI presentation, Mar 2022, Toulouse, France. 2022. ⟨hal-03622285⟩

2021

Articles dans une revue

Le Toan Duong, Louise Travé-Massuyès, Audine Subias, Nathalie Barbosa Roa. Assessing product quality from the production process logs. International Journal of Advanced Manufacturing Technology, 2021, 117, pp.1615-1631. ⟨10.1007/s00170-021-07764-2⟩. ⟨hal-03326882⟩

Communications dans un congrès

Edgar Hernando Sepúlveda Oviedo, Louise Travé-Massuyès, Audine Subias, Corinne Alonso, Marko Pavlov. Hierarchical clustering and dynamic time warping for fault detection in photovoltaic systems. X Congreso Internacional CIMM Ingeniería Mecánica, Mecatrónica y Automatización, May 2021, Bogotá (virtual), Colombia. ⟨hal-03355362⟩

Yannick Pencolé, Audine Subias, Camille Coquand. A Model Checking method to solve the event pattern diagnosis problem in safe labeled time Petri nets. 32nd International Workshop on Principles of Diagnosis DX’21, Sep 2021, Hamburg, Germany. ⟨hal-03348338⟩

Adrien Dorise, Corinne Alonso, Audine Subias, Louise Travé-Massuyès, Leny Baczkowski, et al.. Machine learning as an alternative to thresholding for space radiation high current event detection. Radiation and its Effects on Components and Systems - RADECS 2021, Sep 2021, Vienna, Austria. ⟨10.1109/RADECS53308.2021.9954582⟩. ⟨hal-03331030⟩

Camille Coquand, Audine Subias, Yannick Pencolé. Signature of timed patterns in time Petri nets: a formal characterization. Modélisation des Systèmes Réactifs (MSR'21), Nov 2021, Paris, France. ⟨hal-03405509⟩

Adrien Dorise, Louise Travé-Massuyès, Corinne Alonso, Audine Subias, François Vacher, et al.. Creation of a database for single events latch-up detection on Atmel SAM3X microcontroller. European Space Components Conference - ESCCON 2021, ESA, Mar 2021, Online, Netherlands. ⟨hal-03330093⟩

2020

Articles dans une revue

Yannick Pencolé, Audine Subias. Formal Chronicle Analyses and Comparisons: How to Deal with Negative Behaviors. Journal of Universal Computer Science, 2020, 26 (2), pp.268 - 292. ⟨hal-02862863⟩

Communications dans un congrès

Johanne Bakalara, Yannick Pencolé, Audine Subias. How to use Model Checking for Diagnosing Fault Patterns in Petri nets. WODES 2020 - 15th IFAC Workshop on Discrete Event Systems, Nov 2020, Virtual, Brazil. pp.1-6. ⟨hal-02997908⟩

Tom Obry, Louise Travé-Massuyès, Audine Subias. DyClee-C: a clustering algorithm for qualitative data based diagnosis. 33 rd International Workshop on Qualitative Reasoning (QR'20) - ECAI 2020 workshop, Aug 2020, Santiago de Compostela, Spain. ⟨hal-02986780⟩

Le Toan Duong, Louise Travé-Massuyès, Audine Subias, Nathalie Barbosa Roa. Assessing product quality from the production process health status. 31st International Workshop on Principles of Diagnosis: DX-2020, Sep 2020, Nashville, Tennessee, United States. ⟨hal-03011772⟩

Éric Lubat, Silvano Dal Zilio, Didier Le Botlan, Yannick Pencolé, Audine Subias. A New Product Construction for the Diagnosability of Patterns in Time Petri Net. 59th Conference on Decision and Control (CDC) 2020, Dec 2020, Jeju Island (virtual conference), South Korea. ⟨10.1109/CDC42340.2020.9303826⟩. ⟨hal-02989834⟩

Adrien Dorise, Louise Travé-Massuyès, Corinne Alonso, Audine Subias, François Vacher, et al.. Anomaly Detection for Radiation Hardening of Space Electronics - Application of Machine Learning Algorithms on an Atmel SAM3X Microcontroller. Avionics, Data, Control and Software Systems - ADCSS 2020, ESA, Oct 2020, Amsterdam (virtual), Netherlands. ⟨hal-03330033⟩

Autres documents

Edgar Hernando Sepúlveda Oviedo, Corinne Alonso, Louise Travé-Massuyès, Audine Subias, Marko Pavlov. Fault detection and diagnosis for PV systems using machine Learning. 9th NextPV workshop, Nov 2020, Online, France. 2020. ⟨hal-04185771⟩

2019

Articles dans une revue

Pascal Acco, Guillaume Auriol, Elodie Chanthery, M.-A Détourbe, Pierre Emmanuel Hladik, et al.. An Interdisciplinary Capstone Design Experience on Critical Embedded Systems using Agile Methods. Journal sur l'enseignement des sciences et technologies de l'information et des systèmes, 2019, 18 (0001), 23p. ⟨10.1051/j3ea/20190001⟩. ⟨hal-02189482⟩

Communications dans un congrès

Elodie Chanthery, Audine Subias. Diagnosis approaches for detection and isolation of cyber attacks and faults on a two-tank system. 30th International Workshop on Principles of Diagnosis DX'19, Nov 2019, Klagenfurt, Austria. ⟨hal-02439489⟩

Éric Lubat, Silvano Dal Zilio, Didier Le Botlan, Yannick Pencolé, Audine Subias. A State Class Construction for Computing the Intersection of Time Petri Nets Languages. 17th International Conference on Formal Modeling and Analysis of Timed Systems (FORMATS), Aug 2019, Amsterdam, Netherlands. ⟨10.1007/978-3-030-29662-9_5⟩. ⟨hal-02263832⟩

Tom Obry, Louise Travé-Massuyès, Audine Subias. DyClee-C: a clustering algorithm for categorical data based diagnosis. DX'19 – 30th International Workshop on Principles of Diagnosis, Nov 2019, Klagenfurt, Austria. ⟨hal-02383492⟩

Autres documents

Dimitri Peaucelle, Marie-José Huguet, Yannick Pencolé, Christian Artigues, Emmanuel Hébrard, et al.. Bilan et prospectives 2019 du département Décision & Optimisation du LAAS-CNRS. Rapport LAAS n° 19270. 2019. ⟨hal-02295816⟩

2018

Communications dans un congrès

Tom Obry, Louise Travé-Massuyès, Audine Subias. Computer-aided Diagnosis via Hierarchical Density Based Clustering. 29th International Workshop on Principles of Diagnosis (DX 2018), Aug 2018, Varsovie, Poland. 8p. ⟨hal-01847563⟩

Yannick Pencolé, Audine Subias. Timed pattern diagnosis in timed workflows: a model checking approach. 14th Workshop on Discrete Event Systems (WODES 2018), May 2018, Sorrento Coast, Italy. pp.94-99, ⟨10.1016/j.ifacol.2018.06.285⟩. ⟨hal-01827362⟩

2017

Articles dans une revue

John William Vásquez Capacho, Audine Subias, Louise Travé-Massuyès, Fernando Jimenez. Alarm management via temporal pattern learning. Engineering Applications of Artificial Intelligence, 2017, 65, pp.506 - 516. ⟨10.1016/j.engappai.2017.07.008⟩. ⟨hal-01611635⟩

Houssam Eddine Gougam, Yannick Pencolé, Audine Subias. Diagnosability analysis of patterns on bounded labeled prioritized Petri nets. Discrete Event Dynamic Systems, 2017, 27 (1), pp.143-180. ⟨10.1007/s10626-016-0234-5⟩. ⟨hal-01574475⟩

Juan Vizcarrondo, Jose Aguilar, Ernesto Expósito, Audine Subias. MAPE-K as a Service-oriented Architecture. IEEE Latin America Transactions, 2017, 15 (6), pp.1163-1175. ⟨hal-01872138⟩

Juan Vizcarrondo, José Aguilar, Ernesto Expósito, Audine Subias. ARMISCOM: Self-Healing Service Composition. Service Oriented Computing and Applications, 2017, 11 (3), pp.345--365. ⟨10.1007/s11761-017-0217-x⟩. ⟨hal-01906854⟩

Communications dans un congrès

Tom Obry, Audine Subias, Louise Travé-Massuyès. A Learning Algorithm for Episodes. 28th International Workshop on Principles of Diagnosis (DX 2017), Sep 2017, Brescia, Italy. 5p. ⟨hal-01847561⟩

John William Vásquez, Louise Travé-Massuyès, Audine Subias, Fernando Jimenez. Enhanced chronicle learning for process supervision. 20th IFAC WORLD CONGRESS, Jul 2017, Toulouse, France. pp.5191-5196. ⟨hal-01847010⟩

Yannick Pencolé, Audine Subias. Diagnosis of supervision patterns on bounded labeled Petri nets by Model Checking. 28th International Workshop on Principles of Diagnosis (DX 2017), Sep 2017, Brescia, Italy. 9p. ⟨hal-01827437⟩

Yannick Pencolé, Audine Subias. Diagnostic de motifs de comportements dans les systèmes temporels. Modélisation des Systèmes Réactifs (MSR 2017), Nov 2017, Marseille, France. 14p. ⟨hal-01827427⟩

2016

Articles dans une revue

Juan Vizcarrondo, Jose Aguilar, Ernesto Expósito, Audine Subias. The Component of Knowledge Representation of ARMISCOM for the Self-healing in Web Services Composition. Latin-American Journal of Computing, 2016, III (2), 14p. ⟨hal-01872195⟩

Communications dans un congrès

John William Vásquez, Louise Travé-Massuyès, Audine Subias, Fernando Jimenez, Carlos Agudelo. Alarm management based on diagnosis. 4th IFAC International Conference on Intelligent Control and Automation Sciences ( ICONS16 ), Jun 2016, Reims, France. 6p. ⟨hal-01847436⟩

2015

Articles dans une revue

Renaud Pons, Audine Subias, Louise Travé-Massuyès. Iterative hybrid causal model based diagnosis: Application to automotive embedded functions. Engineering Applications of Artificial Intelligence, 2015, 37, pp.319-335. ⟨10.1016/j.engappai.2014.09.016⟩. ⟨hal-01400360⟩

Juan Vizcarrondo, Jose Aguilar, Ernesto Expósito, Audine Subias. Building Distributed Chronicles for Fault Diagnostic in Distributed Systems using Continuous Query Language (CQL). International Journal of Engineering Research and Development, 2015, 3 (1), pp.131-144. ⟨hal-02412446⟩

Communications dans un congrès

John William Vasquez, Louise Travé-Massuyès, Audine Subias, Fernando Jiménez, Carlos Agudelo. Chronicle based alarm management in startup and shutdown stages. 26th International Workshop on Principles of Diagnosis, Aug 2015, Paris, France. pp.277-280. ⟨hal-01847469⟩

Florian de Mortain, Audine Subias, Louise Travé-Massuyès, Vincent De Flaugergues. Towards Active Diagnosis of Hybrid Systems leveraging Multimodel Identification and a Markov Decision Process. 9th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes SAFEPROCESS'15, Sep 2015, Paris, France. 6p., ⟨10.1016/j.ifacol.2015.09.522⟩. ⟨hal-01847850⟩

Ghyslain Maitre, Yannick Pencolé, Audine Subias, Houssam Eddine Gougam. Modélisation et Analyse de chroniques pour le diagnostic. Modélisation des Systèmes Réactifs (MSR 2015), Nov 2015, Nancy, France. ⟨hal-01224222⟩

2014

Communications dans un congrès

Audine Subias, Louise Travé-Massuyès, Euriell Le Corronc. Learning chronicles signing multiple scenario instances. 25th International Workshop on Principles of Diagnosis - DX'14, Sep 2014, Graz, Austria. ⟨hal-01162866⟩

Houssam Eddine Gougam, Audine Subias, Yannick Pencolé. Discriminability Analysis of Supervision Patterns by Net Unfoldings. 12th IFAC International Workshop on Discrete Event Systems (2014)-IFAC Proceedings Volumes, May 2014, Cachan, France. pp.459 - 464, ⟨10.3182/20140514-3-FR-4046.00136⟩. ⟨hal-01847155⟩

Audine Subias, Louise Travé-Massuyès, Euriell Le Corronc. Learning chronicles signing multiple scenario instances. 19th World Congress of the International Federation of Automatic Control (IFAC), Aug 2014, Cape Town, South Africa. Paper ThC15.2. ⟨hal-02087826⟩