Personal information

Energy Markets, Deep Learning, Machine Learning, Decision-Making, Time Series Forecasting, Distributed Energy Resources, Energy Communities
Colombia

Biography

Sergio Cantillo-Luna is a dedicated professional in the field of engineering, currently pursuing his doctoral studies in the realm of engineering. He earned his Bachelor of Science degree in Mechatronics Engineering from Universidad Autónoma de Occidente (Autonomous University of the West), Colombia in 2018. During his undergraduate years, Sergio demonstrated a strong commitment to research, serving as a young researcher from October 2018 to December 2019.

Presently, Sergio holds the prestigious position of a Ph.D. candidate and serves as an assistant professor in the field of engineering focused on AI. His academic journey has been marked by a profound interest in the applications of machine and deep learning, particularly within the context of electricity markets and distributed energy resources integration

Activities

Employment (3)

Universidad Autónoma de Occidente: Santiago de Cali, Valle del Cauca, CO

2023 to present | Adjunct Professor - Artificial Intelligence Specialization
Employment
Source: Self-asserted source
Sergio Alejandro Cantillo Luna

Universidad Autónoma de Occidente: Cali, Valle del Cauca, CO

2020-03-10 to present | Young Researcher/Teacher
Employment
Source: Self-asserted source
Sergio Alejandro Cantillo Luna

Universidad Autónoma de Occidente: Cali, Valle del Cauca, CO

2018-10-01 to 2019-12-10 | Research Asistant
Employment
Source: Self-asserted source
Sergio Alejandro Cantillo Luna

Education and qualifications (2)

Universidad Autónoma de Occidente: Cali, Valle del Cauca, CO

2020-03-02 to present | Doctorado en Ingeniería
Education
Source: Self-asserted source
Sergio Alejandro Cantillo Luna

Universidad Autónoma de Occidente: Cali, Valle del Cauca, CO

2012-07-29 to 2018-11-30 | Ingeniería Mecatrónica (Ingeniería)
Education
Source: Self-asserted source
Sergio Alejandro Cantillo Luna

Professional activities (1)

Universidad Autónoma de Occidente: Cali, Valle del Cauca, CO

2020-03-09 to present | Research Assistant / Teacher (Energética y Mecánica)
Membership
Source: Self-asserted source
Sergio Alejandro Cantillo Luna

Works (15)

Intra-day Electricity Price Forecasting Based on a Time2Vec-LSTM Model

2024 | Book chapter
Contributors: Sergio Cantillo-Luna; Ricardo Moreno-Chuquen; Jesus Lopez-Sotelo
Source: check_circle
Crossref

A Stochastic Decision-Making Tool Suite for Distributed Energy Resources Integration in Energy Markets

Energies
2024-05-17 | Journal article
Contributors: Sergio Cantillo-Luna; Ricardo Moreno-Chuquen; David Celeita; George J. Anders
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

An Intra-Day Electricity Price Forecasting Based on a Probabilistic Transformer Neural Network Architecture

Energies
2023-09-22 | Journal article
Contributors: Sergio Cantillo-Luna; Ricardo Moreno-Chuquen; Jesus Lopez-Sotelo; David Celeita
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Deep and Machine Learning Models to Forecast Photovoltaic Power Generation

Energies
2023-05-15 | Journal article
Contributors: Sergio Cantillo-Luna; Ricardo Moreno-Chuquen; David Celeita; George Anders
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Blockchain for Distributed Energy Resources Management and Integration

IEEE Access
2022 | Journal article
Contributors: Sergio Cantillo-Luna; Ricardo Moreno-Chuquen; Harold R. Chamorro; Vijay K. Sood; Shahriar Badsha; Charalambos Konstantinou
Source: check_circle
Crossref

A Type-2 Fuzzy Controller to Enable the EFR Service from a Battery Energy Storage System

Energies
2022-03 | Journal article | Author
Contributors: Sergio Alejandro Cantillo Luna; Ricardo Moreno-Chuquen; Francisco Gonzalez-Longatt; Harold R. Chamorro
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Locational Marginal Price Forecasting Using SVR-Based Multi-Output Regression in Electricity Markets

Energies
2022-01-01 | Journal article
Contributors: Sergio Cantillo-Luna; Ricardo Moreno-Chuquen; Harold R. Chamorro; Jose Miguel Riquelme-Dominguez; Francisco Gonzalez-Longatt
Source: check_circle
Crossref
grade
Preferred source (of 3)‎

A FRAMEWORK FROM PEER-TO-PEER ELECTRICITY TRADING BASED ON COMMUNITIES TRANSACTIONS

International Journal of Energy Economics and Policy
2021-04-10 | Journal article
Part of ISSN: 2146-4553
Source: Self-asserted source
Sergio Alejandro Cantillo Luna

Power system operation considering detailed modelling of energy storage systems

International Journal of Electrical and Computer Engineering (IJECE)
2021-02 | Journal article
Source: Self-asserted source
Sergio Alejandro Cantillo Luna

RISK ANALYSIS OF FIRM ENERGY COVERAGE IN COLOMBIA IN THE MEDIUM TERM

International Journal of Energy Economics and Policy
2021-02 | Journal article
Source: Self-asserted source
Sergio Alejandro Cantillo Luna
grade
Preferred source (of 2)‎

Automation of the Conductive Ink Synthesis from Recycled Parts from Metallurgical and Chemical Residues Joined to Polymer Resin and Solvent

IOP Conference Series: Materials Science and Engineering
2020 | Conference paper
EID:

2-s2.0-85088146327

Part of ISSN: 1757899X 17578981
Contributors: Lara, J.; Cantillo, S.; Castillo, K.; Montalvo, J.; Lara, K.
Source: Self-asserted source
Sergio Alejandro Cantillo Luna via Scopus - Elsevier

Assessment of a Multiperiod Optimal Power Flow for Power System Operation

International Review of Electrical Engineering (IREE)
2020-12 | Journal article
Source: Self-asserted source
Sergio Alejandro Cantillo Luna
grade
Preferred source (of 2)‎

Análisis del riesgo de la cobertura de energía firme en colombia a mediano plazo

Tecnura
2020-04-01 | Journal article
Contributors: Ricardo Moreno Chuquen; Sergio Alejandro Cantillo Luna
Source: check_circle
Crossref

Modeling and Control of a Two Tank System Using Artificial Neural Networks

2019 IEEE Colombian Conference on Applications in Computational Intelligence (ColCACI)
2019-06-06 | Conference paper
Source: Self-asserted source
Sergio Alejandro Cantillo Luna

Modeling And Control Using Neural Nets of Quanser Flexible Joint

VI Congreso Internacional de Ingeniería Mecatrónica y Automatización (CIIMA) 2017
2017-10-27 | Conference paper
Source: Self-asserted source
Sergio Alejandro Cantillo Luna