Personal information

Other IDs

Scopus Author ID: 56453990100

Countries

Colombia

Biography

Agenda de investigación: operación y coordinación de comunidades de energía o microrredes particularmente basados en estrategias de control predictivo robusto, así como el desarrollo de metodologías (redes neuronales, sistemas difusos tipo-1 y tipo-2, Support Vector Regressor –SVR- y deep learning) para el modelamiento de sistemas no-lineales con caracterización de la incertidumbre tales como la demanda eléctrica y los recursos de energía renovables. También enfocado en la planeación de micro-redes considerando el efecto de la incertidumbre de los recursos renovables y la demanda; y en la exploración de otros campos de aplicación del control predictivo robusto.

Experiencia en la coordinación de grupos y semilleros de investigación; par evaluador de artículos de revistas y congresos nacionales e internacionales; participación adjudicada en convocatorias para proyectos de investigación, comités científicos, equipos de trabajo para la creación de programas a nivel de tecnología, pregrado y maestría, en procesos de registro calificado, indexación de revistas científicas y redes de conocimiento.

Activities

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Employment (9)

Pontificia Universidad Javeriana: Bogotá, CO

2021-01-25 to present | Full Professor (Electronic Department)
Employment
Source: Self-asserted source
Luis G. Marin

Universidad de los Andes Facultad de Ingeniería: Bogota, CO

2019-09-02 to 2020-12-31 | Researcher
Employment
Source: Self-asserted source
Luis G. Marin

Cycle System S.A.S: Bogotá, CO

2019-03-04 to 2020-04-30 | Director de Inteligencia Computacional
Employment
Source: Self-asserted source
Luis G. Marin

Universidad de Chile: Santiago de Chile, CL

2014 to 2018 | Profesor auxiliar y ayudante
Employment
Source: Self-asserted source
Luis G. Marin

Universidad Autónoma de Colombia: Bogota, CO

2013 to 2013 | Docente catedrático (Caquetá)
Employment
Source: Self-asserted source
Luis G. Marin

Universidad Piloto de Colombia: Bogota, CO

2012 to 2013 | Coordinador nodal de investigación
Employment
Source: Self-asserted source
Luis G. Marin

Universidad Nacional Abierta y a Distancia: Bogota, CO

2010 to 2012 | Docente Catedrático
Employment
Source: Self-asserted source
Luis G. Marin

Gas Caquetá S.A E.S.P: Florencia, CO

2010 to 2012 | Ingeniero (Caquetá)
Employment
Source: Self-asserted source
Luis G. Marin

Universidad de la Amazonía: Florencia, CO

2004 to 2012 | Docente ocasional (Caquetá)
Employment
Source: Self-asserted source
Luis G. Marin

Education and qualifications (9)

Universidad de Chile: Santiago de Chile, CL

2014 to 2018 | PhD - Doctor en Ingeniería Eléctrica
Education
Source: Self-asserted source
Luis G. Marin

Aalborg University: Aalborg, DK

2017 to 2017 | Industrial/PhD Course: Photovoltaic Power Systems - in theory and practice
Qualification
Source: Self-asserted source
Luis G. Marin

Aalborg University: Aalborg, DK

2017 to 2017 | Industrial/PhD Course: Storage Systems based on Li-ion Batteries for Grid Support and Automotive Applications
Qualification
Source: Self-asserted source
Luis G. Marin

Universidad Sergio Arboleda: Bogota, CO

2013 to 2013 | Diplomado en Propiedad Industrial
Qualification
Source: Self-asserted source
Luis G. Marin

Universidad Distrital Francisco José de Caldas: Bogota, CO

2010 to 2012 | Magíster en Ciencias de la Información y las Comunicaciones
Education
Source: Self-asserted source
Luis G. Marin

Universidad Nacional Abierta y a Distancia: Florencia, CO

2011 to 2011 | Diplomado en Diseño de Objetos Virtuales de Aprendizaje (OVAS) (Caquetá)
Qualification
Source: Self-asserted source
Luis G. Marin

Universidad Católica de Manizales: Manizales, CO

2006 to 2006 | Especialista en Evaluación Pedagógica
Education
Source: Self-asserted source
Luis G. Marin

Universidad de la Amazonía: Florencia, CO

2005 to 2005 | Diplomado en Docencia Universitaria
Qualification
Source: Self-asserted source
Luis G. Marin

Universidad Autónoma de Colombia: Bogota, CO

1999 to 2003 | Ingeniero Electrónico
Education
Source: Self-asserted source
Luis G. Marin

Professional activities (8)

International Solar Energy Society eV: Freiburg, Baden-Württemberg, DE

2018 to present | Professional member
Membership
Source: Self-asserted source
Luis G. Marin

IEEE: New York, NY, US

2016 to present | Member
Membership
Source: Self-asserted source
Luis G. Marin

Colciencias: Bogotá, CO

2014 to 2018 | Fellowship - Beneficiario COLCIENCIAS de la convocatoria No. 617-2013, Capítulo 3 – Doctorados en el Exterior. Doctorado en Ingeniería Eléctrica, Universidad de Chile, Santiago, Chile.
Invited position
Source: Self-asserted source
Luis G. Marin

University of Nottingham: Nottingham, Nottinghamshire, GB

2017 to 2017 | Research visit - Estancia de Investigación. Proyecto: A Novel Robust Predictive Control Strategy for the Coordination of Microgrids.
Invited position
Source: Self-asserted source
Luis G. Marin

Delft University of Technology: Delft, Zuid-Holland, NL

2016 to 2017 | Ayudas para Estadías Cortas de Investigación convocatoria 2016-2017
Invited position
Source: Self-asserted source
Luis G. Marin

Delft University of Technology: Delft, Zuid-Holland, NL

2016 to 2017 | Research visit - Estancia de Investigaci´ón. Proyecto: Desarrollo de modelos de intervalos de predicción aplicados a la demanda eléctrica y generación de recursos renovables.
Invited position
Source: Self-asserted source
Luis G. Marin

University of Nottingham: Nottingham, Nottinghamshire, GB

2015 to 2015 | Research visit - Estancia de Investigaci´ón. Proyecto Diseño de estrategias de control para la operación y coordinación de Microgrids.
Invited position
Source: Self-asserted source
Luis G. Marin

Comisión Nacional de Investigación Científica y Tecnológica: Santiago, CL

2014 to 2014 | Doctorado Nacional para Extranjeros/2014-63140093/CONICYT-PCHA/
Invited position
Source: Self-asserted source
Luis G. Marin

Funding (1)

HIERARCHICAL ENERGY MANAGEMENT SYSTEM BASED ON FUZZY PREDICTION INTERVALS FOR OPERATION AND COORDINATION OF MICROGRIDS

2014 to 2018 | Award
COLCIENCIAS (Bogotá, CO)
Source: Self-asserted source
Luis G. Marin

Works (31)

Microgrid planning based on computational intelligence methods for rural communities: A case study in the José Painecura Mapuche community, Chile

Expert Systems with Applications
2024-01 | Journal article
DOI: 10.1016/j.eswa.2023.121179
Contributors: Raúl Morales; Luis G. Marín; Tomislav Roje; Víctor Caquilpan; Doris Sáez; Alfredo Nuñez
Source: check_circle
Crossref

A robust distributed energy management system for the coordinated operation of rural multi‐microgrids

International Journal of Energy Research
2022-11 | Journal article
DOI: 10.1002/er.8502
Part of ISSN: 0363-907X
Part of ISSN: 1099-114X
Contributors: Daniel Köbrich; Luis G. Marín; Diego Muñoz‐Carpintero; Constanza Ahumada; Doris Saez; Mark Sumner; Guillermo Jiménez‐Estévez
Source: Self-asserted source
Luis G. Marin

Demand Side Management for Microgrids based on Fuzzy Prediction Intervals

2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
2022-07-18 | Conference paper
DOI: 10.1109/fuzz-ieee55066.2022.9882786
Contributors: Roberto Bustos; Luis G. Marin; Alex Navas-Fonseca; Doris Saez; Gillermo Jimenez Estevez
Source: Self-asserted source
Luis G. Marin

A novel rule‐based computational strategy for a fast and reliable energy management in isolated microgrids

International Journal of Energy Research
2022-03-25 | Journal article
DOI: 10.1002/er.7433
Contributors: Dany Mauricio Lopez‐Santiago; Eduardo Caicedo Bravo; Guillermo Jiménez‐Estévez; Felipe Valencia; Patricio Mendoza‐Araya; Luis Gabriel Marín
Source: check_circle
Crossref

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

IEEE Access
2021 | Journal article
DOI: 10.1109/access.2021.3056003
Part of ISSN: 2169-3536
Source: Self-asserted source
Luis G. Marin
grade
Preferred source (of 2)‎

Distributed Ledger Technologies Based Microgrid Energy Management Using IOTA Tangle

2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON)
2021-12-06 | Conference paper
DOI: 10.1109/chilecon54041.2021.9702926
Contributors: Juan García-Hernández; Luis G. Marín-Collazos; Guillermo Jiménez-Estévez; Particio Mendoza-Araya
Source: Self-asserted source
Luis G. Marin

Energy Management System for Microgrids based on Deep Reinforcement Learning

2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON)
2021-12-06 | Conference paper
DOI: 10.1109/chilecon54041.2021.9703072
Contributors: Cesar Garrido; Luis G. Marin; Guillermo Jimenez-Estevez; Fernando Lozano; Carolina Higuera
Source: Self-asserted source
Luis G. Marin

Load Forecasting for Different Prediction Horizons using ANN and ARIMA models

2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON)
2021-12-06 | Conference paper
DOI: 10.1109/chilecon54041.2021.9702913
Contributors: Isabella Zuleta-Elles; Aiskel Bautista-Lopez; Milton J. Cataño-Valderrama; Luis G. Marín; Guillermo Jiménez-Estévez; Patricio Mendoza-Araya
Source: Self-asserted source
Luis G. Marin

Microgrid planning for isolated communities in Nuquí Colombia – IEEE CHILECON

2021 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies (CHILECON)
2021-12-06 | Conference paper
DOI: 10.1109/chilecon54041.2021.9703004
Contributors: Santiago Armenta; Christian Robinson; Kevin Bernal-Rubio; Luis G. Marin; Guillermo Jimenez-Estevez; Patricio Mendoza
Source: Self-asserted source
Luis G. Marin

Fuzzy Interval Modelling based on Joint Supervision

2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
2020-07 | Conference paper
DOI: 10.1109/fuzz48607.2020.9177779
Contributors: Diego Munoz-Carpintero; Sebastian Parra; Oscar Cartagena; Doris Saez; Luis G. Marin; Igor Skrjanc
Source: Self-asserted source
Luis G. Marin

Uncertainty-Aware Forecasting of Renewable Energy Sources

2020 IEEE International Conference on Big Data and Smart Computing (BigComp)
2020-02 | Conference paper
DOI: 10.1109/bigcomp48618.2020.00-68
ISBN: 9781728160344
Source: Self-asserted source
Luis G. Marin

Hierarchical Energy Management System for Microgrid Operation Based on Robust Model Predictive Control

Energies
2019-11 | Journal article | Author
DOI: 10.3390/en12234453
Contributors: Luis G. Marin; Mark Sumner; Diego Muñoz-Carpintero; Daniel Köbrich; Seksak Pholboon; Doris Sáez; Alfredo Nunez
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Prediction Intervals with LSTM Networks Trained by Joint Supervision

International Joint Conference on Neural Networks (IJCNN)
2019-07 | Conference paper
Source: Self-asserted source
Luis G. Marin

Prediction interval methodology based on fuzzy numbers and its extension to fuzzy systems and neural networks

Expert Systems with Applications
2018-10 | Journal article
DOI: 10.1016/j.eswa.2018.10.043
Part of ISSN: 0957-4174
Source: Self-asserted source
Luis G. Marin
grade
Preferred source (of 2)‎

Neural Network Prediction Interval Based on Joint Supervision

2018 International Joint Conference on Neural Networks (IJCNN)
2018-07 | Conference paper
DOI: 10.1109/ijcnn.2018.8489264
ISBN: 9781509060146
Source: Self-asserted source
Luis G. Marin
grade
Preferred source (of 2)‎

Load estimation for microgrid planning based on a self-organizing map methodology

Applied Soft Computing
2017-01 | Journal article
DOI: 10.1016/j.asoc.2016.12.054
Part of ISSN: 1568-4946
Source: Self-asserted source
Luis G. Marin
grade
Preferred source (of 2)‎

Consumption modeling based on Markov chains and Bayesian networks for a demand side management design of isolated microgrids

International Journal of Energy Research
2016-08 | Journal article
DOI: 10.1002/er.3607
Part of ISSN: 0363-907X
Source: Self-asserted source
Luis G. Marin
grade
Preferred source (of 2)‎

Prediction interval based on type-2 fuzzy systems for wind power generation and loads in microgrid control design

2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)
2016-07 | Conference paper
DOI: 10.1109/fuzz-ieee.2016.7737705
ISBN: 9781509006267
Source: Self-asserted source
Luis G. Marin
grade
Preferred source (of 8)‎

Robust Energy Management System for a Microgrid Based on a Fuzzy Prediction Interval Model

IEEE Transactions on Smart Grid
2016-05 | Journal article
DOI: 10.1109/tsg.2015.2463079
Part of ISSN: 1949-3053
Part of ISSN: 1949-3061
Source: Self-asserted source
Luis G. Marin
grade
Preferred source (of 2)‎

Prediction Interval Modeling Tuned by an Improved Teaching Learning Algorithm Applied to Load Forecasting in Microgrids

2015 IEEE Symposium Series on Computational Intelligence
2015-12 | Conference paper
DOI: 10.1109/ssci.2015.100
ISBN: 9781479975600
Source: Self-asserted source
Luis G. Marin
grade
Preferred source (of 2)‎

Fuzzy Prediction Interval Models for Forecasting Renewable Resources and Loads in Microgrids

IEEE Transactions on Smart Grid
2015-03 | Journal article
DOI: 10.1109/tsg.2014.2377178
Part of ISSN: 1949-3053
Part of ISSN: 1949-3061
Source: Self-asserted source
Luis G. Marin
grade
Preferred source (of 2)‎

Introducción al desarrollo de redes neuronales perceptrón multicapa aplicadas en tecnología ANDROID

Revista Amazonía Investiga
2013 | Journal article
Source: Self-asserted source
Luis G. Marin

Estación de Monitoreo de Actividad Pluviométrica

Revista Momentos de Ciencia
2012 | Journal article
Source: Self-asserted source
Luis G. Marin

Control de pH para Ácidos Fuertes y Bases Fuertes a 0.1 molar

Revista Ingeniería & Amazonía
2011 | Journal article
Source: Self-asserted source
Luis G. Marin

Desarrollo de sistemas difusos para la determinación de maltrato infantil

I Congreso de Informática en la Amazonia: nuevos retos en la ingeniería de software
2011 | Conference paper
Source: Self-asserted source
Luis G. Marin

Sistema Prototipo para la Incubación Artificial de Huevos de Ave mediante Lógica Difusa

Revista Ingeniería & Amazonía
2011 | Journal article
Source: Self-asserted source
Luis G. Marin

Sistema Prototipo para la Medida de Potencial de Hidrógeno en una Disolución

Revista Ingeniería & Amazonía
2011 | Journal article
Source: Self-asserted source
Luis G. Marin

Diseño e Implementación de Filtros Digitales para Audio con el Procesador Tms320c6711

Revisa Ingeniería & Amazoní
2010 | Journal article
Source: Self-asserted source
Luis G. Marin

Implementación de Procesadores Difusos Tipo-2 de Intervalo sobre el DSP TMS320C6711 de Texas Instruments

Revista
2010 | Journal article
Source: Self-asserted source
Luis G. Marin

Sistema Prototipo para la Clasificación de Eugenia Stipitata por Grado de Madurez Mediante Redes Neuronales Artificiales

Revista Ingeniería y Amazonía
2010 | Journal article
Source: Self-asserted source
Luis G. Marin

Sistemas de Comunicación digital: Dispositivos empleados para su implementación

Revista Ingeniería & Amazonía
2009 | Journal article
Source: Self-asserted source
Luis G. Marin

Peer review (2 reviews for 1 publication/grant)

Review activity for Journal of ambient intelligence & humanized computing (2)
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