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Oscar Andrés Cartagena Villalobos

Model Predictive Control; Interval Modeling; Computational Intelligence; Evolving Intelligent Systems; Fuzzy Modeling; Neural Network Modeling

Doctorado en Ingeniería Eléctrica, UNIVERSIDAD DE CHILE. Chile, 2024
Magister en Ciencias de la Ingeniería, Mención Eléctrica, UNIVERSIDAD DE CHILE. Chile, 2019
Licenciatura en Ciencias de la Ingeniería, Mención Eléctrica, UNIVERSIDAD DE CHILE. Chile, 2017
Ingeniería Civil Eléctrica, UNIVERSIDAD DE CHILE. Chile, 2019

Investigador Posdoctoral en proyecto ANID/ATE230035 Full Time

UNIVERSIDAD DE CHILE

Facultad de Ciencias Físicas y Matemáticas

Santiago, Chile

2024 - At present


A multivariate approach for fuzzy prediction interval design and its application for a climatization system forecasting Cartagena, Oscar; Trovo, Francesco; Saez, Doris Article ISI EXPERT SYSTEMS WITH APPLICATIONS (2024)
Fuzzy Interval-based Fault Detection for Water Consumption Profiles from Isolated Communities Jimenez, Luis; Cartagena, Oscar; Ocaranza, Javier; Navas-Fonseca, Alex; Saez, Doris; IEEE Article ISI 2024 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, FUZZ-IEEE 2024 (2024)
Two-Stages Interval Fuzzy Model for Forecasting Wind Power in Microgrids Cartagena, Oscar; Saez, Doris; Skrjanc, Igor; IEEE Article ISI 2024 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, FUZZ-IEEE 2024 (2024)
Energy-Water Management System Based on MPC for a Greenhouse in a Mapuche Indigenous Community Endo, Alvaro; Parra, Sebastian; Cartagena, Oscar; Saez, Doris; Munoz, Carlos; Huircan, Juan Ignacio Article ISI APPLIED SCIENCES-BASEL (2023)
Evolving fuzzy prediction interval for fault detection in a heat exchanger Cartagena, Oscar; Ozbot, Miha; Saez, Doris; Skrjanc, Igor Article ISI APPLIED SOFT COMPUTING (2023)
Evolving Fuzzy Prediction Intervals in Nonstationary Environments Cartagena, Oscar; Trovo, Francesco; Roveri, Manuel; Saez, Doris Article ISI IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE (2023)
Robust Energy-Water Management System with Prediction Interval Based on Deep Learning Rojas, Lucas; Ocaranza, Javier; Cartagena, Oscar; Saez, Doris; Daniele, Linda; Ahumada, Constanza; IEEE Article ISI 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN) (2023)
Fuzzy and Neural Prediction Intervals for Robust Control of a Greenhouse Endo, Alvaro; Cartagena, Oscar; Ocaranza, Javier; Saez, Doris; Munoz, Carlos; IEEE Article ISI 2024 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, FUZZ-IEEE 2024 (2022)
Review on Fuzzy and Neural Prediction Interval Modelling for Nonlinear Dynamical Systems Cartagena, Oscar; Parra, Sebastian; Munoz-Carpintero, Diego; Marin, Luis G.; Saez, Doris Article ISI IEEE ACCESS (2021)
Fuzzy Interval Modelling based on Joint Supervision Munoz-Carpintero, Diego; Parra, Sebastian; Cartagena, Oscar; Saez, Doris; Marin, Luis G.; Skrjanc, Igor; IEEE Article ISI 2020 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE) (2020)
Predictive Control based on Fuzzy Optimization for Multi-Room HVAC Systems Endo, Alvaro; Cartagena, Oscar; Saez, Doris; Munoz-Carpintero, Diego; IEEE Article ISI 2020 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE) (2020)


Robust Model-based Predictive Control for a Cooperative Cycling Cyber-physical System Lara T.; Cartagena O.; Cespedes S.; Saez D. ConferencePaper ISI SCOPUS Proceedings of the 2020 IEEE/SICE International Symposium on System Integration, SII 2020 (2019)
A robust predictive control strategy for building HVAC systems based on interval fuzzy models Cartagena O.; MuÃ±oz-Carpintero D.; SÃ¡ez D. ConferencePaper SCOPUS IEEE International Conference on Fuzzy Systems (2018)


Robust Distributed Predictive Control Strategies for the Coordination of Hybrid AC and DC Microgrids FONDECYT (1170683) Proyecto 2017-2020 Tesista
Solar Energy Research Center SERC-Chile FONDAP (15110019) Proyecto 2013-2017 Tesista

Oscar Cartagena

Doris Saez

Full Professor

Electrical Engineering

Universidad de Chile

Santiago, Chile

Diego Muñoz

Profesor Asistente

Universidad de O'Higgins

Rancagua, Chile

Juan Huircán

Profesor Asistente

Ingeniería Electrica

Universidad de La Frontera

Temuco, Chile

Oscar Andrés Cartagena Villalobos

Líneas de Investigación

Educación

Doctorado en Ingeniería Eléctrica, UNIVERSIDAD DE CHILE. Chile, 2024

Magister en Ciencias de la Ingeniería, Mención Eléctrica, UNIVERSIDAD DE CHILE. Chile, 2019

Licenciatura en Ciencias de la Ingeniería, Mención Eléctrica, UNIVERSIDAD DE CHILE. Chile, 2017

Ingeniería Civil Eléctrica, UNIVERSIDAD DE CHILE. Chile, 2019

Experiencia Académica

Investigador Posdoctoral en proyecto ANID/ATE230035 Full Time

Article (11)

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

Fuzzy Interval-based Fault Detection for Water Consumption Profiles from Isolated Communities

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

Energy-Water Management System Based on MPC for a Greenhouse in a Mapuche Indigenous Community

Evolving fuzzy prediction interval for fault detection in a heat exchanger

Evolving Fuzzy Prediction Intervals in Nonstationary Environments

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

Fuzzy and Neural Prediction Intervals for Robust Control of a Greenhouse

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

Fuzzy Interval Modelling based on Joint Supervision

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

ConferencePaper (2)

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

A robust predictive control strategy for building HVAC systems based on interval fuzzy models

Proyecto (2)

Robust Distributed Predictive Control Strategies for the Coordination of Hybrid AC and DC Microgrids

Solar Energy Research Center SERC-Chile

Oscar Cartagena

Doris Saez

Diego Muñoz

Juan Huircán