Oscar Cartagena, PhD

Computational Intelligence Researcher

Publications


Coordination and management of multiple energy-water microgrids based on a fuzzy predictive control strategy


Luis Jiménez-Verdugo, Oscar Cartagena, Javier Ocaranza, Alex Navas-Fonseca, R. Cárdenas-Dobson, Constanza Ahumada, Doris Sáez

Journal of Cleaner Production, vol. 538, 2026, p. 147410


A novel sustainable approach of reinforcement learning control for a water-energy-food microgrid


Claudio Zúñiga-Bauerle, Oscar Cartagena, Javier Ocaranza, Linda Daniele, Marcos Orchard, Doris Sáez

2025 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2025


Renewable Energies Integration in Electrification for Chilean Smartports—Challenges and Case Study


Rafaella Canessa, Rodrigo Santibáñez, Constanza Ahumada, Patricio Mendoza-Araya, Oscar Cartagena, Doris Sáez

IEEE Access, vol. 13, 2025, pp. 94437 - 94452


A multivariate approach for fuzzy prediction interval design and its application for a climatization system forecasting


Oscar Cartagena, F. Trovò, Doris Sáez

Expert systems with applications, vol. 255(Part C), 2024, p. 124715


Evolving Fuzzy Prediction Intervals in Nonstationary Environments


Oscar Cartagena, F. Trovò, M. Roveri, D. Sáez

IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 8(1), 2024, pp. 903 - 916


Fuzzy Interval-Based Fault Detection for Water Consumption Profiles From Isolated Communities


L. Jiménez, Oscar Cartagena, Javier Ocaranza, Alex Navas Fonseca, Doris Sáez

2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2024


Hierarchical energy management system with demand side management for green hydrogen-based microgrids


Kevin Chamorro-Cáceres, Alex Navas-Fonseca, J. Gómez, Constanza Ahumada, Oscar Cartagena, Luis G. Marin, Doris Sáez, Gonzalo Aguila

2024 IEEE 42nd Central America and Panama Convention (CONCAPAN XLII), 2024


Multi-Objective Distributed Predictive Secondary Control Design for Frequency Restoration and Active Power Sharing of Microgrids


B. Moreno Vásquez, Oscar Cartagena, Javier Ocaranza, Alex Navas Fonseca, Doris Sáez Hueichapan, R. Cárdenas-Dobson

IECON 2024-50th Annual Conference of the IEEE Industrial Electronics Society, 2024


Robust Predictive Control based on Evolving Intervals for Greenhouse Energy Management


Javier Ocaranza, Oscar Cartagena, Doris Sáez, Alex Navas Fonseca

IECON 2024-50th Annual Conference of the IEEE Industrial Electronics Society, 2024


Two-Stages Interval Fuzzy Model for Forecasting Wind Power in Microgrids


Oscar Cartagena, Doris Sáez, I. Škrjanc

2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2024


Energy–water management system based on MPC for a greenhouse in a mapuche indigenous community


Alvaro Endo, Sebastian Parra, Oscar Cartagena, Doris Sáez, Carlos Muñoz, Juan Ignacio Huircan

Applied Sciences, vol. 13(8), 2023, p. 4734


Evolving fuzzy prediction interval for fault detection in a heat exchanger


Oscar Cartagena, Miha Ožbot, D. Sáez, I. Škrjanc

Applied Soft Computing, vol. 145, 2023, p. 110625


Robust Energy-Water Management System with Prediction Interval Based on Deep Learning


Lucas Rojas, Javier Ocaranza, Oscar Cartagena, D. Sáez, L. Daniele, Constanza Ahumada

2023 International Joint Conference on Neural Networks (IJCNN), 2023


Fuzzy and Neural Prediction Intervals for Robust Control of a Greenhouse


Alvaro Endo, Oscar Cartagena, Javier Ocaranza, D. Sáez, Carlos Muñoz

2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2022


Review on Fuzzy and Neural Prediction Interval Modelling for Nonlinear Dynamical Systems


Oscar Cartagena, Sebastián Parra, Diego Muñoz-Carpintero, L. G. Marín, D. Sáez

IEEE Access, vol. 9, 2021, pp. 23357 - 23384


Fuzzy Interval Modelling based on Joint Supervision


Diego Muñoz-Carpintero, Sebastián Parra, Oscar Cartagena, D. Sáez, L. G. Marín, I. Škrjanc

2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2020


Predictive Control based on Fuzzy Optimization for Multi-Room HVAC Systems


Alvaro Endo, Oscar Cartagena, D. Sáez, Diego Muñoz-Carpintero

2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2020


Robust Model-based Predictive Control for a Cooperative Cycling Cyber-physical System


Tomás Lara, Oscar Cartagena, S. Céspedes, D. Sáez

2019 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON), 2019


A Robust Predictive Control Strategy for Building HVAC Systems Based on Interval Fuzzy Models


Oscar Cartagena, Diego Muñoz-Carpintero, D. Sáez

2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2018