PUBLICATIONS IN JOURNALS:

  • Enciso-Salas, L., Pérez-Zuniga, G., Sotomayor-Moriano, J., Chanthery, E., Sepulveda, E., Subias, A., Travé-Massuyès, L., Garcia R. & Aguilar, J. Bibliometric Literature Review of Integrated Data and Model Based Diagnosis Approaches for the Industry 4.0,  submitted for publication to  Annual Reviews in Control, January 2024.

     

  • Sztyber-Betley, A., Chanthery, E., Travé-Massuyès, L. & Pérez-Zuñiga, G. Diagnosis test selection for distributed systems under communication and privacy constraints, submitted for publication to  Applied Intelligence, November 2023.

     

  • Sepúlveda-Oviedo, E. H., Travé-Massuyès, L., Subias, A., Pavlov, M., & Alonso, C. An Ensemble Learning-Based Fault Detection and Diagnosis for PV modules, revision R2 submitted for publication to Engineering Applications of Artificial Intelligence, January 2024.

     

  • García, R., Aguilar, J., & Pinto, A. (2024). An autonomous system for the self-supervision of animal fattening in the context of precision livestock farming. Future Generation Computer Systems, 150, 220-231.

     

  • García, R., & Aguilar, J. (2024). A meta-learning approach in a cattle weight identification system for anomaly detection. Computers and Electronics in Agriculture, 217, 108572.

     

  • Garcia, R., Benitez, C., & Aguilar, J. (2023). Management System for the Fattening Process of Bovines in Rotational Grazing using Diagnosis and Recommendation Systems. CLEI Electronic Journal, 26(2), 3-1.

     

  • Sepúlveda-Oviedo, E. H., Travé-Massuyès, L., Subias, A., Pavlov, M., & Alonso, C. (2023). 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⟩|.

 

CONFERENCES:

 

  • Ventura-Hinostroza, H., Sotomayor-Moriano, J., Oliva-Moncunill, J. (2023) Impact and Abrasion Power Modeling of a Tumbling Mill for Control Design. IFAC-PapersOnLine, 56(2), 10965-10970. (https://www.sciencedirect.com/science/article/pii/S2405896323011680).

     

  • Sepúlveda-Oviedo, E. H., Travé-Massuyès, L., Subias, A., Pavlov, M., & Alonso, C. DTW K-Means clustering for fault detection in photovoltaic modules. XI Congreso Internacional de Ingeniería Mecánica, Mecatrónica y Automatización 2023, Apr 2023, Carthagène, Colombia. arXiv e-prints, arXiv-2306, ⟨hal-04125983⟩.

     

  • Sepúlveda-Oviedo, E. H., Travé-Massuyès, L., Subias, A., Pavlov, M., & Alonso, C. 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, arXiv preprint arXiv:2306.08004, ⟨hal-04125988⟩.

PHD THESIS:

  • Edgar Hernando Sepúlveda Oviedo (February 2023)  “Détection et diagnostic de défauts et pertes de performances dans les centrales photovoltaïques de forte puissance“, Toulouse University, France.
  • Rodrigo Garcia (August 2023)  “Precision Agriculture for Grazing and Animal Health Management: a case study in Colombia“. Universidad EAFIT, Colombia.
  • Luis Enciso (on-going) “Desarrollo de Metodología de Sistemas de Diagnóstico de Fallos basada en Aprendizaje Profundo aplicado al Mantenimiento Predictivo de Procesos Industriales”. Pontificia Universidad Católica del Perú, Perú
  • Marvin Jimenez (on-going) “Development of a Meta-Learning approach for the intelligent dynamic management of Metaheuristics for the resolution of dynamic optimization problems in the context of Industry 4.0“. Universidad EAFIT, Colombia.