Distributed Predictive Control Strategies based on Evolving Prediction Intervals for Energy-Water Microgrids
under grant ANID/FONDECYT 1220507 (Doctoral Researcher in the period 2022-2024)
Publications
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
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
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
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
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
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
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
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
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
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