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Oscar Andrés Cartagena Villalobos

Líneas de Investigación


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

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

    UNIVERSIDAD DE CHILE

    Facultad de Ciencias Físicas y Matemáticas

    Santiago, Chile

    2024 - A la fecha


 

Article (11)

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

Cartagena, Oscar; 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; 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

Cartagena, Oscar; Saez, Doris

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

Cartagena, Oscar; Saez, Doris; IEEE

Article ISI
2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)  (2023)

Fuzzy and Neural Prediction Intervals for Robust Control of a Greenhouse

Cartagena, Oscar; Saez, Doris; 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; Saez, Doris

Article ISI
IEEE ACCESS  (2021)

Fuzzy Interval Modelling based on Joint Supervision

Cartagena, Oscar; Saez, Doris; 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

Cartagena, Oscar; Saez, Doris; IEEE

Article ISI
2020 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE)  (2020)

ConferencePaper (2)

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



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.

ConferencePaper SCOPUS
IEEE International Conference on Fuzzy Systems  (2018)

Proyecto (2)

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

13
Oscar Cartagena

10
Doris Saez

Full Professor

Electrical Engineering

Universidad de Chile

Santiago, Chile

2
Diego Muñoz

Profesor Asistente

Universidad de O'Higgins

Rancagua, Chile

1
Constanza Ahumada

Profesor Asistente

Departamento de Ingeniería Eléctrica

Universidad de Chile

Santiago, Chile

1
Juan Huircán

Profesor Asistente

Ingeniería Electrica

Universidad de La Frontera

Temuco, Chile