Juan Diego Cardenas Cartagena
WISENET Center
Center Intelligent Signal Processing and Wireless Networks (WISENET)
Jeg er doktorgradstudent ved WISENET-senteret - Universitetet i Agder, og studerer for en doktorgrad i ingeniørvitenskap og spesialisering innen informasjons- og kommunikasjonsteknologi. Jeg har bakgrunn innen anvendt matematikk, kontrollteori og mechatronicsystemer.
Min nåværende forskning er relatert til adaptiv kontroll og reinforcement learning i smarte vannettverk og aquaponics-systemer.
Utdanning:
- M.Sc. i Matematikk og Statistikk, Queen's University, Canada, 2019.
- Mekatronikk Ingeniør Grad, EIA University, Colombia, 2016.
Prosjekter
- Data-driven cyber-physical networked systems for autonomous cognitive control and adaptive learning in industrial & urban water environments (INDURB). Universitetet i Agder. Grimstad, Norge, 2019 - 2022. Rolle: Ph.D. forskningspartner.
- Cocreation laboratory in health. General Hospital of Medellin, EIA University, og CES University. Medellin, Colombia, 2016 - 2017. Rolle: forskningsassistent.
- Monte Carlo integration methods for nonnegative Bayesian inversion methods in Mie theory. Internship på RWTH Aachen, Germany, 2015. Rolle: praktikantstudent.
Utvalgte publikasjoner
- Cardenas-Cartagena, J., Elnourani, M., & Beferull-Lozano, B. (2022, March). Forecasting Aquaponic Systems Behaviour With Recurrent Neural Networks Models. In Proceedings of the Northern Lights Deep Learning Workshop (Vol. 3).
- Aguirre-Zapata, E., Cardenas-Cartagena, J., & Garcia-Tirado, J. (2017). Glycemic Monitoring in Critical Care using Nonlinear State Estimators. IFAC-PapersOnLine, 50(1), 4430–4435. https://doi.org/10.1016/j.ifacol.2017.08.369
- Torres, S., Cardenas-Cartagena, J., Arenas, A., Quintero, A., & Torres, R. (2017). Cocreation laboratory in health: Materialization tool for innovation process in Colombian public hospitals. 2017 Congreso Internacional de Innovacion y Tendencias En Ingenieria (CONIITI), 1–6. https://doi.org/10.1109/CONIITI.2017.8273330
Vitenskapelige publikasjoner
- Hosamo, Haidar; Imran, Aksa; Cardenas, Juan Diego; Svennevig, Paul Ragnar; svidt, kjeld; Nielsen, Henrik Kofoed (2022). A Review of the Digital Twin Technology in the AEC-FM Industry. Advances in Civil Engineering. ISSN: 1687-8086. 2022doi:10.1155/2022/2185170.
- Cardenas, Juan Diego; Elnourani, Mohamed Gafar Ahmed; Beferull-Lozano, Baltasar (2022). Forecasting Aquaponic Systems Behaviour With Recurrent Neural Networks Models. Proceedings of the Northern Lights Deep Learning Workshop. 3doi:10.7557/18.6236.
- Cardenas, Juan Diego; Beferull-Lozano, Baltasar; Elnourani, Mohamed; Romero, Daniel (2022). RISK-AWARE PARTICLE FILTERING FOR STATE ESTIMATION IN RECIRCULATING AQUACULTURE SYSTEMS. 2022 56th Asilomar Conference on Signals, Systems, and Computers. ISBN: 978-1-6654-5906-8. IEEE conference proceedings. KAPITTEL. s 829 - 833.
- Cardenas, Juan Diego; Beferull-Lozano, Baltasar; Elnourani, Mohamed; Romero, Daniel (2022). RISK-AWARE PARTICLE FILTERING FOR STATE ESTIMATION IN RECIRCULATING AQUACULTURE SYSTEMS.
Ekspertområder
I sosiale medier
Sist endret: 13.01.2023 12:01