PhD Francisco Zayas Gato  

Profesor axudante doutor (LOSU) (AXU-DR-LOSU)

Department Industrial Engineering
Knowledgment area Automated Systems Engineering
Research  Research group Ciencia y Técnica Cibernética
Research lines No data available from Curriculum Management System at UDC. (SUXI).
Contacto UDC directory
Orcid id0000-0002-0994-1961 ResearcherIDAAP-4183-2021 Scopus57218687062

Teaching

Subjects taught

This section shows the teaching given in degrees, masters and other officers studies in last 6 years.

Subject and involved studies Distance hours Total hours
Analog Electronics
Automation and Industrial Electronics Engineering
0 15
Computer Communications Networks
Master's Degree in Industrial Computing and Robotics
0 10.5
Digital Twins for Industrial Plants
Master's Degree in Internet of Things - IoT
0 10.5
Final Year Dissertation
Automation and Industrial Electronics Engineering
0 8.5
Fundamentals of Electronic Circuits
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
0 85
Industrial Automation
Master in Industrial Engineering
Master in Industrial Engineering
0 26.5
Master Thesis
Master's Degree in Industrial Computing and Robotics
0 5.5
Master`s Dissertation
Master´s Degree in Energy Efficiency and Sustainability
0 2
Master's Dissertation
Master in Industrial Engineering
0 0.5
Power Electronics
Automation and Industrial Electronics Engineering
0 16
Solar Systems
Master´s Degree in Energy Efficiency and Sustainability
0 6
Work Placement
Automation and Industrial Electronics Engineering
0 0.75
Work Placement
Master's Degree in Industrial Computing and Robotics
0 0.5
Subject and involved studies Distance hours Total hours
Analog Electronics 0 15
Computer Communications Networks 0 10.5
Embedded Systems 0 23.5
Final Year Dissertation 0 7
Fundamentals of Electronic Circuits 0 45
Industrial Automation 0 37
Industrial Automation 0 1
Master's Dissertation 0 14
Power Electronics 0 40
Power Electronics 0 30
Solar Systems 0 6
Work Placement 0 0
Work Placement 0 1
Subject and involved studies Distance hours Total hours
Analog Electronics
Automation and Industrial Electronics Engineering
0 15
Automation I
Automation and Industrial Electronics Engineering
0 0
Computer Communications Networks
Master's Degree in Industrial Computing and Robotics
0 10.5
Digital Systems I
Automation and Industrial Electronics Engineering
0 0
Final Year Dissertation
Automation and Industrial Electronics Engineering
0 32
Final Year Dissertation (Academic Formation)
Degree in Electrical Engineering
Degree in Electrical Engineering
0 8
Fundamentals of Electronic Circuits
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
0 85
Industrial Automation
Master in Industrial Engineering
Master in Industrial Engineering
0 26.5
Master's Dissertation
Master's Degree in Industrial Computing and Robotics
0 20
Master's Dissertation
Master in Efficiency and Energy Use
0 8
Power Electronics
Automation and Industrial Electronics Engineering
0 16
Power Electronics
Degree in Electrical Engineering
Degree in Electrical Engineering
0 0
Solar Systems
Master´s Degree in Energy Efficiency and Sustainability
0 6
Work Placement
Master's Degree in Industrial Computing and Robotics
0 1
Work Placement
Master in Efficiency and Energy Use
0 1
Subject and involved studies Distance hours Total hours
Analog Electronics
Automation and Industrial Electronics Engineering
0 30
Automation I
Automation and Industrial Electronics Engineering
0 120
Computer Communications Networks
Master's Degree in Industrial Computing and Robotics
0 10.5
Digital Systems I
Automation and Industrial Electronics Engineering
0 30
Final Year Dissertation
Automation and Industrial Electronics Engineering
0 16
Fundamentals of Electronic Circuits
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
0 115
Industrial Automation
Master in Industrial Engineering
Master in Industrial Engineering
0 26.5
Master's Dissertation
Master in Efficiency and Energy Use
0 16
Power Electronics
Automation and Industrial Electronics Engineering
0 31
Power Electronics
Degree in Electrical Engineering
0 30
Solar Systems
Master in Efficiency and Energy Use
0 9
Subject and involved studies Distance hours Total hours
Analog Electronics
Automation and Industrial Electronics Engineering
0 30
Automation I
Automation and Industrial Electronics Engineering
0 30
Computer Communications Networks
Master's Degree in Industrial Computing and Robotics
0 8.5
Digital Systems I
Automation and Industrial Electronics Engineering
0 30
Fundamentals of Electronic Circuits
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
0 126
Industrial Automation
Master in Industrial Engineering
0 47.5
Power Electronics
Automation and Industrial Electronics Engineering
0 31
Power Electronics
Degree in Electrical Engineering
0 30
Solar Systems
Master in Efficiency and Energy Use
0 9

Defined tutoring by teacher for 2023/2024 academic course.

Ferrol Engineering Polytechnic University College

Quarter Day Site
1st quarter Monday
10:00 a 14:00
Edificio Batallones Despacho 2A
1st quarter Tuesday
10:00 a 12:00
Edificio Batallones Despacho 2A
2nd quarter Monday
10:30 a 14:00
Edificio Batallones Despacho 2A
2nd quarter Tuesday
10:00 a 12:30
Edificio Batallones Despacho 2A

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

Low cost temperature control system for teaching control subjects
Study of the combination of an offshore wind farm with a pumping hydroelectric plant
Teaching guide development for power electronic circuits design using Gecko
Teaching guide development for power electronic circuits design using Gecko

Research results

Select merit type and year to query research merits.

Vigilancia radiológica ambiental "Red de muestreos"

Funding entity CONSEJO DE SEGURIDAD NUCLEAR
Main researches José Luis Calvo Rolle ; Esteban Jove Pérez
Type Proyecto Otros Programas
Dates From 01/01/2024 to 31/12/2027

Sustainable Atlantic Communities (SAtComm)

Funding entity Union Europea
Main researches José Luis Calvo Rolle ; Héctor Quintián Pardo
Type Proyecto UE
Dates From 01/01/2024 to 31/08/2026

Sistema de control de MEDUSA

Funding entity EMALCSA
Main researches Héctor Quintián Pardo; Francisco Zayas Gato
Type Contrato
Dates From 01/01/2024 to 31/12/2024

Medición de parámetros radictivos en muestras del entorno de las centrales nucleares de Trillo y Zorita

Funding entity Universidad de Castilla-La Mancha
Main researches José Luis Calvo Rolle
Type Contrato
Dates From 08/03/2023 to 08/03/2025

Medición, monitorización, análisis y procesado de resultados en materia de radiactividad

Funding entity TELEFÓNICA DE ESPAÑA, S.A.
Main researches José Luis Calvo Rolle
Type Contrato
Dates From 08/03/2023 to 08/03/2024

Monitorización y medición de radiación natural y artificial

Funding entity NAVANTIA
Main researches José Luis Calvo Rolle
Type Contrato
Dates From 08/03/2023 to 08/03/2025

Ingeniería neuromórfica

Funding entity Instituto Tecnológico de Castilla y León (ITCL)
Main researches José Luis Calvo Rolle; Esteban Jove Pérez
Type Contrato
Dates From 20/07/2023 to 20/07/2024

AYUDAS PARA LA CONSOLIDACIÓN Y ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS. GPC 2023

Funding entity CONSELLERIA DE EDUCACIÓN, UNIVERSIDADE E FORMACIÓN PROFESIONAL
Main researches José Luis Calvo Rolle
Type Proyecto Programas Autonomicos
Dates From 01/01/2023 to 20/11/2025

Production of Prototypes with STEAM Content in Maker Workshops Against Climate Change (Eco-Maker)

Funding entity European Commission
Main researches María Elena Arce Fariña
Type Proyecto UE
Dates From 01/09/2023 to 31/08/2025

Infraestructuras críticas ciberseguras mediante modelado inteligente de ataques, vulnerabilidades y aumento de seguridad de sus dispositivos IoT para el sector de abastecimiento de agua

Funding entity Instituto Nacional de Ciberseguridad
Main researches José Luis Calvo Rolle ; Esteban Jove Pérez
Type Proyecto Otros Programas
Dates From 26/10/2023 to 31/12/2025

ANALISIS RADIACTIVIDAD. CONVENIO ABIERTO

Funding entity FUNDACIÓN UNIVERSIDADE DA CORUÑA
Main researches Jose Luis Calvo Rolle
Type Contrato
Dates From 15/02/2022 to 31/12/2023

Sistema piloto de control y adquisición de datos compatible con sistema actual para el modelo hidráulico MEDUSA

Funding entity EMALCSA
Main researches José Luis Calvo Rolle
Type Contrato
Dates From 01/09/2022 to 31/12/2022

ADVANCED GENIUS ENERGY MANAGER FOR RETAIL SHOPS

Funding entity Digital Innovation Hub Industrial de Galicia (DIHGIGAL)
Main researches Laura Milagros Castro Souto; José Luis Calvo Rolle
Type Contrato
Dates From 10/08/2022 to 10/06/2023

SMART PRE2: Inteligencia Artificial aplicada a la predicción y prevención de enfermedades profesionales

Funding entity Red.es
Main researches José Luis Calvo Rolle ; Óscar Fontenla Romero
Type Proyecto Programas Nacionales
Dates From 01/09/2022 to 30/04/2024

Búsqueda de sensores indirectos para generación de alertas tempranas sobre: (i) contaminación y (ii) aparición de anomalías en EDAR

Funding entity UTE URDECON S.A., Sociedad Anónima Agricultores de La Vega de Valencia y Depuración de Aguas del Mediterráneo, S.L.
Main researches Moisés Canle López (IP1) / José Luis Calvo Rolle (IP2)
Type Contrato
Dates From 21/12/2022 to 21/03/2024

Estudio mediante machine learning y técnicas de análisis multicriterio de un nuevo sistema de gestión de repuestos embarcables en buques militares

Funding entity ISDEFE SA SME MP
Main researches José Luis Calvo Rolle
Type Contrato
Dates From 01/10/2021 to 01/07/2022

Desarrollo y asesoría para la medición de radiación ambiental

Funding entity Univ. de Castilla la Mancha (UCLM)
Main researches José Luis Calvo Rolle
Type Contrato
Dates From 01/11/2020 to 31/10/2022

RESUAIR (Resucitador Autónomo Reutilizable)

Funding entity Axencia Galega de Innovación
Main researches Juan José Medina Albero
Type Proyecto Programas Autonomicos
Dates From 01/04/2020 to 31/12/2020

BRAIN-IoT (model Based fRamework for dependable sensing and Actuation in INtelligent decentralized IoT systems)

Funding entity COMISIÓN EUROPEA
Main researches Ricardo Vázquez Pérez
Type Proyecto UE
Dates From 01/05/2018 to 31/12/2020

MEmpHIS

Funding entity Fondo Europeo de Desarrollo Regional (FEDER)
Main researches Juan J. Pardo Expósito
Type Proyecto Programas Nacionales
Dates From 01/01/2018 to 31/12/2020

NERO

Funding entity Axencia Galega de Innovación
Main researches David Rodríguez Olmo
Type Proyecto Programas Autonomicos
Dates From 01/05/2018 to 31/12/2020

iECO-City (Diseño, desarrollo e implementación de una solución para la gestión de la huella de carbono, la huella hídrica y relación agua-energía en actividades comerciales de entornos urbanos, que aporte información de valor para la toma de decisión en corporaciones municipales, PYMES y ciudadanía)

Funding entity Axencia Galega de Innovación
Main researches Francisco Zayas Gato
Type Proyecto Programas Autonomicos
Dates From 02/05/2016 to 30/04/2018

WATERWATCH (Sistema de Alerta Temprana y detección de toxicidad en aguas continentales)

Funding entity Axencia Galega de Innovación
Main researches Francisco Zayas Gato
Type Proyecto Programas Autonomicos
Dates From 02/05/2016 to 30/04/2018

COWARE

Funding entity Axencia Galega de Innovación
Main researches Juan M. Lema
Type Proyecto Programas Autonomicos
Dates From 01/05/2014 to 31/12/2016

CENTINEL (Control de la Edificación y su eNtorno para el soporTe e Innovación de sErvicios de vaLor)

Funding entity Centro para el Desarrollo Tecnológico e Industrial (CDTI)
Main researches Francisco Zayas Gato
Type Proyecto Programas Nacionales
Dates From 08/04/2013 to 31/12/2014

Virtual laboratories for distance learning in STEAM degrees

Authors Míriam Timiraos, Francisco Zayas-Gato, Álvaro Michelena, Elena Arce
Journal REVISTA DE INVESTIGACIÓN EN EDUCACIÓN Vol. 22 Num. 1 (pages 87 to 106)
DOI https://doi.org/10.35869/reined.v22i1.5184

Beta Hebbian Learning for intrusion detection in networks with MQTT Protocols for IoT devices

Authors Álvaro Michelena, María Teresa García Ordás, José Antonio Aveleira-Mata, David Yeregui Marcos del Blanco, Míriam Timiraos, Francisco Zayas-Gato, Esteban Jove, José-Luis Casteleiro-Roca, Hector Quintian, Héctor Alaiz Moretón, José Luís Calvo-Rolle
Journal LOGIC JOURNAL OF THE IGPL Vol. 32 Num. 2 (pages 352 to 365)
DOI https://doi.org/10.1093/jigpal/jzae013

Clustering techniques performance comparison for predicting the battery state of charge: A hybrid model approach

Authors María Teresa Ordás, David Yeregui Marcos del Blanco, José Aveleira-Mata, Francisco Zayas-Gato, Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, José Luis Calvo-Rolle, Héctor Alaiz-Moreton
Journal LOGIC JOURNAL OF THE IGPL
DOI https://doi.org/10.1093/jigpal/jzae021

Novel adaptive approach for anomaly detection in nonlinear and time-varying industrial systems

Authors Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, Óscar Fontenla-Romero, José Luis Calvo-Rolle
Journal LOGIC JOURNAL OF THE IGPL (pages 1 to 16)
DOI https://doi.org/10.1093/jigpal/jzae070

An Intelligent Regression-Based Approach for Predicting a Geothermal Heat Exchanger¿s Behavior in a Bioclimatic House Context

Authors Antonio Díaz-Longueira, Manuel Rubiños, Paula Arcano-Bea, José Luis Calvo-Rolle, Héctor Quintián, Francisco Zayas-Gato
Journal ENERGIES Vol. 17 Num. 11 (pages 1 to 15)
DOI https://doi.org/10.3390/en17112706

A novel method for anomaly detection using Beta Hebbian Learning and Principal Component Analysis

Authors Francisco Zayas-Gato, Álvaro Michelena, Héctor Quintián, Esteban Jove, José-Luis Casteleiro-Roca, Paulo Leitão, José Luis Calvo-Rolle
Journal LOGIC JOURNAL OF THE IGPL Vol. 31 Num. 2 (pages 390 to 399)
DOI https://doi.org/10.1093/jigpal/jzac026

Intelligent model for active power prediction of a small wind turbine

Authors Zayas Gato, Francisco, Esteban Jove, José Luis Casteleiro-Roca, Héctor Quintián, Francisco Javier Perez Castelo, Andrés José Piñón Pazos, Elena Arce Fariña, Jose Luis Calvo Rolle
Journal LOGIC JOURNAL OF THE IGPL Vol. 31 Num. 4 (pages 785 to 803)
DOI https://doi.org/10.1093/jigpal/jzac040

Gasificación de biomasa

Authors José Luis Casteleiro-Roca, Francisco Zayas-Gato, Antonio Díaz-Longueira, Míriam Timiraos, Paula Arcano-Bea, Héctor Quintián, Esteban Jove, Álvaro Michelena, José Luis Calvo-Rolle
Journal Ingeniería y Ciencias Aplicadas en la Industria Vol. 2 Num. 2 (pages 20 to 23)
DOI https://doi.org/10.53591/easi.v2i2.2571

Gestión de la energía en sistemas renovables híbridos

Authors Esteban Jove, Antonio Díaz-Longueira, Paula Arcano-Bea, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato, Héctor Quintián, Jose-Luis Casteleiro-Roca, José Luis Calvo-Rolle
Journal Ingeniería y Ciencias Aplicadas en la Industria Vol. 2 Num. 2 (pages 11 to 15)
DOI https://doi.org/10.53591/easi.v2i2.2535

One-Class-Based Intelligent Classifier for Detecting Anomalous Situations During the Anesthetic Process

Authors Alberto Leira, Esteban Jove, Jose M Gonzalez-Cava, José-Luis Casteleiro-Roca, Héctor Quintián, Zayas Gato, Francisco, Santiago Torres Álvarez, Svetlana Simic, Juan-Albino Méndez-Pérez, José Luis Calvo-Rolle
Journal LOGIC JOURNAL OF THE IGPL Vol. 30 Num. 2 (pages 326 to 341)
DOI https://doi.org/10.1093/jigpal/jzaa065

A One-class Classifier Based on a Hybrid Topology to Detect Faults in Power Cells

Authors Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, Zayas Gato, Francisco, Gianni Vercelli, José Luis Calvo-Rolle
Journal LOGIC JOURNAL OF THE IGPL Vol. 30 Num. 4 (pages 679 to 694)
DOI https://doi.org/10.1093/jigpal/jzab011

Intelligent One-Class Classifiers for the Development of an Intrusion Detection System: The MQTT Case Study

Authors Esteban Jove, José Aveleira-Mata, Héctor Aláiz-Moretón, José-Luis Casteleiro-Roca, David Yeregui Marcos del Blanco, Zayas Gato, Francisco, Hector Quintian Pardo, Jose Luis Calvo Rolle
Journal Electronics Vol. 11 Num. 3 (pages 1 to 12)
DOI https://doi.org/10.3390/electronics11030422

A hybrid one-class approach for detecting anomalies in industrial systems

Authors Francisco Zayas-Gato, Esteban Jove, José Luis Casteleiro-Roca, Héctor Quintián, Andrés-José Piñón-Pazos, Dragan Simic, Jose Luis Calvo Rolle
Journal EXPERT SYSTEMS
DOI https://doi.org/10.1111/exsy.12990

A distributed topology for identifying anomalies in an industrial environment

Authors Zayas Gato, Francisco, Álvaro Michelena Grandío, Esteban Jove, José Luis Casteleiro-Roca, Hector Quintian, Paulo Novais, Juan Albino Méndez Pérez, Jose Luis Calvo Rolle
Journal NEURAL COMPUTING & APPLICATIONS
DOI https://doi.org/10.1007/s00521-022-07106-7

Intelligent Model for Power Cells State of Charge Forecasting in EV

Authors Víctor Caínzos López, Esteban Jove, Francisco Zayas Gato, Francisco Pinto-Santos, Andrés José Piñón-Pazos, Jose-Luis Casteleiro-Roca, Hector Quintian, Jose Luis Calvo-Rolle
Journal Processes Vol. 10 Num. 7
DOI https://doi.org/10.3390/pr10071406

Experiencia blended learning apoyada en un laboratorio virtual para educación de materias STEM

Authors Elena Arce, Francisco Zayas-Gato, Andrés Suárez-García, Álvaro Michelena, Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, José Luis Calvo-Rolle
Journal Bordón. Revista de Pedagogía Vol. 74 Num. 4 (pages 125 to 143)
DOI https://doi.org/10.13042/bordon.2022.95592

Hybrid Intelligent Model to Predict the Remifentanil Infusion Rate in Patients Under General Anesthesia

Authors Esteban Jove, Jose M Gonzalez-Cava, José-Luis Casteleiro-Roca, Héctor Quintián, Juan Albino Méndez Pérez, Rafael Vega Vega, Francisco Zayas-Gato, Francisco Javier de Cos Juez, Ana León, María Martín, José A Reboso, Michal Wozniak, José Luis Calvo-Rolle
Journal LOGIC JOURNAL OF THE IGPL Vol. 29 Num. 2 (pages 193 to 206)
DOI https://doi.org/10.1093/jigpal/jzaa046

Detection of DoS Attacks in an IoT Environment with MQTT Protocol Based on Intelligent Binary Classifiers

Authors Álvaro Michelena, Zayas Gato, Francisco, Esteban Jove, José Luis Calvo-Rolle
Journal Engineering Proceedings Vol. 7 Num. 1
DOI https://doi.org/10.3390/engproc2021007016

Distributed Computing and Artificial Intelligence, Special Sessions II - Intelligent Systems Applications, 20th International Conference

Editors Esteban Jove, Francisco Zayas-Gato, Álvaro Michelena, José Luis Calvo-Rolle
Publishing Springer, Cham (Suiza)
ISBN 978-3-031-38615-2

Creación de laboratorios virtuales para asignaturas de control con Factory I/O® y Simulink®

Authors Álvaro Michelena Grandío, J. L. Castelerio-Roca, Esteban Jove-Perez, Zayas Gato, Francisco, Hector Quintian Pardo, José Luís Calvo-Rolle
Publishing Universidad de A Coruña, Coruña, A (España)
ISBN 978-84-9749-837-1

Hidrógeno y su almacenamiento: el futuro de la energía eléctrica

Authors Aguado Molina, R., Casteleiro Roca, J.L., Jove Pérez, E., Zayas Gato, F., Quintián Pardo, H., Calvo Rolle, J.L.
Publishing Universidade da Coruña, Coruña, A (España)
ISBN 978-84-9749-798-5

Diseño de controladores PID

Authors Francisco Zayas-Gato, Héctor Quintián, Esteban Jove, José-Luis Casteleiro-Roca, José Luis Calvo-Rolle
Publishing Universidade da Coruña, (España)
ISBN 978-84-9749-785-5

Incorporación del Design Sprint a la materia de Expresión Gráfica. Experiencia de uso

Authors Elena Arce. María Isabel Fernández-Ibáñez. José Antonio López-Vázquez. Andrés Suárez-García. Raquel Fernández-González. Francisco Zayas-Gato
Book Innovación en la práctica educativa universitaria
Publishing: Educación Editora.
ISBN: 978-84-15524-48-9
Pages From 151 to 158

Low-cost hardware platform implementation for system identification and emulation of a real-level control plant
INTED2023. 17th International Technology, Education and Development Conference
International

Authors Daniel Méndez-Busto, Francisco Zayas-Gato, Álvaro Michelena, Miriam Timiraos-Díaz, Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, José Luis Calvo-Rolle
Place Valencia (España)
DOI https://doi.org/10.21125/inted.2023.0728

Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction
20th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2023
International

Authors Míriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, Héctor Quintián, Héctor Alaiz-Moretón, Óscar Fontenla-Romero, José Luis Calvo-Rolle
Place Guimaraes (Portugal)
DOI https://doi.org/10.1007/978-3-031-38616-9_2

Comparative Study of Forecasting Techniques for Small Wind Turbine Power Generation by Meteorological Parameters
20th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2023
International

Authors Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, Roberto Casado-Vara, Óscar Fontenla-Romero, José Luis Calvo-Rolle
Place Guimaraes (Portugal)
DOI https://doi.org/10.1007/978-3-031-38616-9_7

System Identification and Emulation of a Physical Level Control Plant Using a Low Cost Embedded System
International Joint Conference 16th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2023) 14th International Conference on EUropean Transnational Education (ICEUTE 2023)
International

Authors Daniel Méndez-Busto, Antonio Díaz-Longueira, Álvaro Michelena, Míriam Timiraos, Francisco Zayas-Gato, Esteban Jove, Elena Arce, Héctor Quintián
Place Salamanca (España)
DOI https://doi.org/10.1007/978-3-031-42519-6_23

Comparative Study of Regression Models Applied to the Prediction of Energy Generated by a Micro Wind Turbine
18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023)
International

Authors Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato, José-Luis Casteleiro-Roca, Esteban Jove, Héctor Quintián, Dragan Simic, José Luis Calvo-Rolle
Organization Universidad de Salamanca
Place Salamanca (España)
DOI https://doi.org/10.1007/978-3-031-42529-5_14

Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction
18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023)
International

Authors Míriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, José-Luis Casteleiro-Roca, Esteban Jove, Héctor Quintián, Óscar Fontenla-Romero, José Luis Calvo-Rolle
Organization Universidad de Salamanca
Place Salamanca (España)
DOI https://doi.org/10.1007/978-3-031-42529-5_15

Machine Learning Based System for Detecting Battery State-of-Health
18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023)
International

Authors Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Francisco Zayas-Gato, Héctor Quintián, Natalia Prieto Fernández, Héctor Alaiz Moretón, José Luis Calvo-Rolle, María Teresa García Ordás
Organization Universidad de Salamanca
Place Salamanca (España)
DOI https://doi.org/10.1007/978-3-031-42529-5_16

Comparative Analysis of Intelligent Techniques for Categorization of the Operational Status of LiFePo4 Batteries
18th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2023)
International

Authors Antonio Díaz-Longueira, Álvaro Michelena, Míriam Timiraos, Francisco Zayas-Gato, Hector Quintian, Carmen Benavides Cuellar, Héctor Alaiz Moretón, José Luis Calvo-Rolle, María Teresa García Ordás
Organization Universidad de Salamanca (USAL)
Place Salamanca (España)
DOI https://doi.org/10.1007/978-3-031-40725-3_46

BLENDED LEARNING APPROACH USING VIRTUALIZATION SOFTWARE FOR CONTROL ENGINEERING EDUCATION
16th international technology, education and development conference (Inted 2022)
International

Authors Zayas Gato, F., Álvaro Michelena, E. Jove, M.I. Fernández-Ibáñez, Jose Luis Calvo Rolle
Place Valencia (España)

SERVICE-LEARNING EXPERIENCE WITH ENGINEERING STUDENTS USING THE DESIGN THINKING APPROACH
INTED2022, the 16th annual International Technology, Education and Development Conference
International

Authors E. Arce, A. Suárez-García, F. Zayas, M.D. Seijo, J.A. López-Vázquez
Organization Inted 2022
Place Valencia (España)

A Novel Proposal for Estimating PID Parameters Based on Centroids
CONTROLO
International

Authors Álvaro Michelena Grandío, Francisco Zayas-Gato, Esteban Jove-Pérez, José-Luis Casteleiro-Roca, Hector Quintian Pardo, Óscar Fontenla-Romero, José Luis Calvo-Rolle
Place Caparica (Portugal)
DOI https://doi.org/10.1007/978-3-031-10047-5_47

Metodología de reducción del tiempo de ajuste de controladores PID autoajustables basado en hiperesferas
XVII Simposio CEA de Control Inteligente
National

Authors Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, Héctor Quintián, José-Luis Casteleiro-Roca, José Luis Calvo-Rolle
Organization Comité Español de Automática
Place León (España)
DOI https://doi.org/10.18002/simceaci

Técnicas de clasificación supervisadas para la detección de anomalías en el control de procesos industriales
XLIII Jornadas de Automática
National

Authors Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, Natalia Prieto Fernández, Héctor Alaiz Moretón, José Luis Calvo-Rolle
Place Logroño (España)
DOI https://doi.org/10.17979/spudc.9788497498418.0224

An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids
International Joint Conference 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) 13th International Conference on EUropean Transnational Education (ICEUTE 2022)
International

Authors Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, Óscar Fontenla-Romero, José Luis Calvo-Rolle
Place Salamanca (España)
DOI https://doi.org/10.1007/978-3-031-18409-3_5

3D Virtual Laboratory for Control Engineering Using Blended Learning Methodology
International Joint Conference 15th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2022) 13th International Conference on EUropean Transnational Education (ICEUTE 2022)
International

Authors Francisco Zayas-Gato, Álvaro Michelena, Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, Elena Arce, José Luis Calvo-Rolle
Place Salamanca (España)
DOI https://doi.org/10.1007/978-3-031-18409-3_25

Jupyter notebooks for the teaching of business management in STEM degrees
14th International Conference on Education and New Learning Technologies
International

Authors A. Suárez-García, M.A. Álvarez-Feijoo, Elena Arce, Francisco Zayas-Gato, M. Novo
Place Palma (España)
DOI https://doi.org/10.21125/edulearn.2022.0982

Analysis of the use of binary surveys for the collection of student opinion and replacement of linkert surveys
16th international technology, education and development conference (Inted 2022)
International

Authors María Álvarez Hernández, Andrés Suárez García, Elena Arce, Francisco Zayas-Gato, Rosa Devesa Rey
Place Valencia (España)
DOI https://doi.org/10.21125/inted.2022.0868

Blended Learning Experience using Virtual Water Level Control Lab
XII National and III International Conference on Engineering Thermodynamics
International

Authors Francisco Zayas-Gato, Elena Arce, Esteban Jove, José Luis Calvo-Rolle, Miguel A. Alvarez Feijoo, Jorge Feijoo Conde
Organization Universidad Carlos III de Madrid
Place Madrid (España)

Comparative study of anomaly detection techniques for monitoring Lithium Iron Phosphate ¿ LiFePO4 batteries
V XoveTIC Conference. XoveTIC 2022
National

Authors Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, Óscar Fontenla-Romero, José Luis Calvo-Rolle
Organization Universidade da Coruña
Place Coruña, A (España)
DOI https://doi.org/10.29007/qd3p

Intelligent Model Hotel Energy Demand Forecasting by Means of LSTM and GRU Neural Networks
19th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2022
International

Authors Caínzos-López, José-Luis Casteleiro-Roca, Francisco Zayas-Gato, Juan Albino Méndez-Pérez, José Luis Calvo-Rolle
Place L'Aquila (Italia)
DOI https://doi.org/10.1007/978-3-031-23210-7_8

Diseño de prácticas de control virtuales con MatLab y Factory I/O
VI Xornadas de Innovación Docente na UDC. Contextos Universitarios Transformadores: a innovación como eixo vertebrador da docencia
National

Authors Álvaro Michelena, José-Luis Casteleiro-Roca, Esteban Jove, Héctor Quintián, Francisco Zayas-Gato, José Luis Calvo-Rolle
Organization Universidade da Coruña
Place Coruña, A (España)
DOI https://doi.org/10.17979/spudc.000016.161

Desarrollo de un entorno de aprendizaje basado en actividades de escape room en grados de ingeniería
VI Xornadas de Innovación Docente na UDC. Contextos Universitarios Transformadores: a innovación como eixo vertebrador da docencia
National

Authors Álvaro Michelena, Francisco Zayas-Gato, Esteban Jove, Héctor Quintián, José-Luis Casteleiro-Roca, José Luis Calvo-Rolle
Organization Universidade da Coruña
Place Coruña, A (España)
DOI https://doi.org/10.17979/spudc.000016.173

USING COVID-19 FOR A TEACHING EXPERIENCE IN DESIGN THINKING IN ENGINEERING DEGREES
15th International Technology, Education and Development Conference
International

Authors E. Arce, M.I. Fernández-Ibáñez, J.A. López-Vázquez, A. Suárez-García, M. Novo, J.L. Casteleiro, E. Jove, H. Quintián, F. Zayas, J.L. Calvo-Rolle
Place Valencia (España)
DOI https://doi.org/10.21125/inted.2021.1756

Intrusion Detection System for MQTT Protocol Based on Intelligent One-Class Classifiers
Sustainable Smart Cities and Territories International Conference
International

Authors Esteban Jove, Jose Aveleira-Mata, Héctor Alaiz-Moretón, José-Luis Casteleiro-Roca, David Yeregui Marcos del Blanco, Zayas Gato, Francisco, Héctor Quintián, José Luis Calvo-Rolle
Place Doha (Qatar)
DOI https://doi.org/10.1007/978-3-030-78901-5_22

Implementación virtual de prácticas de asignaturas de control como alternativa a las prácticas de laboratorio presenciales
XLII Jornadas de Automática
National

Authors Álvaro Michelena Grandío, Zayas Gato, Francisco, Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, José Luis Calvo-Rolle
Organization Universitat Jaume I (UJI)
Place Castellón de la Plana/Castelló de la Plana (España)
DOI https://doi.org/10.17979/spudc.9788497498043.259

Hybrid Model to Calculate the State of Charge of a Battery
16th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2021)
International

Authors María Teresa García Ordás, David Yeregui Marcos del Blanco, José Aveleira-Mata, Zayas Gato, Francisco, Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, José Luis Calvo-Rolle, Héctor Alaiz-Moretón
Place Bilbao (España)
DOI https://doi.org/10.1007/978-3-030-86271-8_32

Beta Hebbian Learning for Intrusion Detection in Networks of IoT Devices
14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021)
International

Authors Álvaro Michelena Grandío, María Teresa García Ordás, David Yeregui Marcos del Blanco, José Aveleira-Mata, Zayas Gato, Francisco, Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, Héctor Alaiz-Moretón, José Luis Calvo-Rolle
Place Bilbao (España)
DOI https://doi.org/10.1007/978-3-030-87872-6_3

Detection of Denial of Service Attacks in an MQTT Environment Using a One-Class Approach
14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021)
International

Authors José Aveleira-Mata, Esteban Jove, David Yeregui Marcos del Blanco, María Teresa García Ordás, Zayas Gato, Francisco, Álvaro Michelena, José-Luis Casteleiro-Roca, Héctor Quintián, Héctor Alaiz-Moretón, José Luis Calvo-Rolle
Place Bilbao (España)
DOI https://doi.org/10.1007/978-3-030-87872-6_9

Virtual Implementation of Practical Control Subjects as an Alternative to Face-to-Face Laboratory Lessons
14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021)
International

Authors Zayas Gato, Francisco, Álvaro Michelena, Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, Elena Arce-Fariña, José Luis Calvo-Rolle
Place Bilbao (España)
DOI https://doi.org/10.1007/978-3-030-87872-6_25

Longitudinal Study of Grades for the Industrial Electronics and Automation Engineering Degree Programme
14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021)
International

Authors José Antonio López-Vázquez, Elena Arce, María Isabel Fernández-Ibáñez, José Luis Casteleiro-Roca, Francisco Zayas-Gato, Andrés Suárez-García
Place Bilbao (España)
DOI https://doi.org/10.1007/978-3-030-87872-6_29

Low Cost Three-Phase Motor Speed Control System Design for Educational Laboratory Practices
14th International Conference on Computational Intelligence in Security for Information Systems and 12th International Conference on European Transnational Educational (CISIS 2021 and ICEUTE 2021)
International

Authors Álvaro Michelena, Zayas Gato, Francisco, Esteban Jove, José Luis Casteleiro-Roca, Héctor Quintián, José Luis Calvo-Rolle
Place Bilbao (España)
DOI https://doi.org/10.1007/978-3-030-87872-6_31

ESTUDIO LONGITUDINAL DE LAS CALIFICACIONES EN INGENIERÍA ELÉCTRICA
XVIII FORO INTERNACIONAL SOBRE LA EVALUACIÓN DE LA CALIDAD DE LA INVESTIGACIÓN Y DE LA EDUCACIÓN SUPERIOR (FECIES)
International

Authors Mercedes Novo Pérez, José Antonio López-Vázquez, María Isabel Fernández-Ibáñez, Elena Arce-Fariña, Zayas Gato, Francisco, Andrés Suárez-García
Organization Universidad de Granada
Place Granada (España)

Sistema de prácticas virtuales como alternativa al laboratorio presencial en asignaturas de Ingeniería de Control
Xornadas de Innovación Docente (5ª. 2021. A Coruña)
Autonomous

Authors Álvaro Michelena Grandío, Zayas Gato, Francisco, Esteban Jove, José-Luis Casteleiro-Roca, María Elena Arce Fariña, Héctor Quintián, José Luis Calvo-Rolle
Organization Universidade da Coruña
Place Coruña, A (España)
DOI https://doi.org/10.17979/spudc.9788497498180.249

Design Thinking: experiencia en graos STEAM
Xornadas de Innovación Docente (5ª. 2021. A Coruña)
Autonomous

Authors Elena Arce, López-Vázquez, José Antonio, Fernández-Ibáñez, María Isabel, Zayas-Gato, Francisco, Ribas, José Roberto, Suárez-García, Andrés
Organization Universidade da Coruña
Place Coruña, A (España)
DOI https://doi.org/10.17979/spudc.9788497498180.013

Hybrid Approximate Convex Hull One-Class Classifier for an Industrial Plant
13th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2020)
International

Authors Iago Núñez, Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Dragan Simic, José Luis Calvo-Rolle
Place Burgos (España)
DOI https://doi.org/10.1007/978-3-030-57805-3_27

A Comparative Study to Detect Flowmeter Deviations Using One-Class Classifiers
13th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2020)
International

Authors Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, Zayas Gato, Francisco, Paulo Novais, Juan Albino Méndez-Pérez, José Luis Calvo-Rolle
Place Burgos (España)
DOI https://doi.org/10.1007/978-3-030-57805-3_7

Data Collection Description for Evaluation and Analysis of Engineering Students Academic Performance
The 11th International Conference on EUropean Transnational Educational (ICEUTE 2020)
International

Authors José Antonio López Vázquez, José-Luis Casteleiro-Roca, Esteban Jove, Zayas Gato, Francisco, Héctor Quintián, José Luis Calvo-Rolle
Place Burgos (España)
DOI https://doi.org/10.1007/978-3-030-57799-5_33

A Fault Detection System for Power Cells During Capacity Confirmation Test Through a Global One-Class Classifier
International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2020)
International

Authors Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, Zayas Gato, Francisco, José Luis Calvo-Rolle
Place Guimaraes (Portugal)
DOI https://doi.org/10.1007/978-3-030-62365-4_45

A Solar Thermal System Temperature Prediction of a Smart Building for Data Recovery and Security Purposes
International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2020)
International

Authors José-Luis Casteleiro-Roca, María Teresa García-Ordás, Esteban Jove, Zayas Gato, Francisco, Héctor Quintián, Héctor Aláiz-Moretón, José Luis Calvo-Rolle
Place Guimaraes (Portugal)
DOI https://doi.org/10.1007/978-3-030-62365-4_44

A Hybrid One-Class Topology for Non-convex Sets
15th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2020)
International

Authors Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, Zayas Gato, Francisco, Roberto Casado-Vara, Bruno Baruque, Juan Albino Méndez-Pérez, José Luis Calvo-Rolle
Place Gijón (España)
DOI https://doi.org/10.1007/978-3-030-61705-9_28

Positions

Academic or management positions held by teacher.

Profesorado responsable titulacións Escola Politécnica de Enxeñaría

Grao en Enxeñaría Electrónica Industrial e Automática
Profesor responsable de titulación

From 01/10/2023.

Comisión de Calidade da Escola Politécnica de Enxeñaría de Ferrol

Vogal Coordinador de Título

From 27/06/2023.

Consello do Departamento Enxeñaría Industrial

PDI (Membros Natos)

From 15/03/2023.

Xunta da Escola Politécnica de Enxeñaría de Ferrol

Vocal PDI

From 15/03/2023.

Comisión de Biblioteca da Escola Politécnica de Enxeñaría de Ferrol

Vocal PDI

From 21/07/2022.

Comisión Académica M. U. Eficiencia Enerxética e Sustentabilidade

Vocal PDI

From 21/07/2022.

Comisión Académica M. U. Informática Industrial e Robótica

Vocal PDI

From 21/07/2022.

Profesorado responsable titulacións Escola Politécnica de Enxeñaría

Grao en Enxeñaría Electrónica Industrial e Automática
Profesor responsable de titulación

From 27/06/2023 to 30/09/2023.

Xunta da Escola Politécnica de Enxeñaría de Ferrol

Vocal PDI

From 04/11/2021 to 14/03/2023.

Xunta da Escola Universitaria Politécnica

Vocal PDI

From 10/03/2021 to 03/11/2021.

Consello do Departamento Enxeñaría Industrial

PDI (Membros Natos)