| 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 id0000-0003-0134-5660 ResearcherIDAGV-8740-2022 Scopus57485070100 | |
This section shows the teaching given in degrees, masters and other officers studies in last 6 years.
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
| Control Engineering | Compulsory | 0 | 60 |
| Control Systems Technology | Compulsory | 0 | 2 |
| Data Analysis | Compulsory | 0 | 8.75 |
| Final Year Dissertation | Compulsory | 0 | 16 |
| Fundamentals of Electronic Circuits | Compulsory | 0 | 95 |
| Power Electronics | Compulsory | 0 | 10 |
| Power Electronics | Compulsory | 0 | 10 |
| Smart Control Monitoring Systems | Optional | 0 | 10 |
| Virtual Instrument Programming | Compulsory | 0 | 10 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Control Engineering
Automation and Industrial Electronics Engineering
|
Compulsory | 0 | 30 |
|
Control Systems Technology
Master in Industrial Engineering
Master in Industrial Engineering
|
Compulsory | 0 | 2 |
|
Data Analysis
Master's Degree in Textile Technology and Sustainable Fashion
|
Compulsory | 0 | 8.75 |
|
Final Year Dissertation
Automation and Industrial Electronics Engineering
|
Compulsory | 0 | 4 |
|
Master`s Dissertation
Master´s Degree in Energy Efficiency and Sustainability
|
Compulsory | 0 | 4 |
|
Master's Dissertation
Master's Degree in Industrial Computing and Robotics
|
Compulsory | 0 | 4 |
|
Power Electronics
Automation and Industrial Electronics Engineering
|
Compulsory | 0 | 10 |
|
Power Electronics
Degree in Electrical Engineering
|
Compulsory | 0 | 10 |
|
Smart Control Monitoring Systems
Automation and Industrial Electronics Engineering
|
Optional | 0 | 10 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Control Engineering
Automation and Industrial Electronics Engineering
|
Compulsory | 0 | 30 |
|
Control Systems Technology
Master in Industrial Engineering
Master in Industrial Engineering
|
Compulsory | 0 | 2 |
|
Control Technology
Master's Degree in Industrial Computing and Robotics
|
Optional | 0 | 1 |
|
Final Year Dissertation
Automation and Industrial Electronics Engineering
|
Compulsory | 0 | 12 |
|
Master's Dissertation
Master's Degree in Industrial Computing and Robotics
|
Compulsory | 0 | 8 |
|
Power Electronics
Automation and Industrial Electronics Engineering
|
Compulsory | 0 | 10 |
|
Power Electronics
Degree in Electrical Engineering
|
Compulsory | 0 | 10 |
|
Smart Control Monitoring Systems
Automation and Industrial Electronics Engineering
|
Optional | 0 | 10 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Control Engineering
Automation and Industrial Electronics Engineering
|
Compulsory | 0 | 20 |
|
Control Systems Technology
Master in Industrial Engineering
Master in Industrial Engineering
|
Compulsory | 0 | 2 |
|
Power Electronics
Automation and Industrial Electronics Engineering
|
Compulsory | 0 | 10 |
|
Power Electronics
Degree in Electrical Engineering
Degree in Electrical Engineering
|
Compulsory | 0 | 20 |
|
Smart Control Monitoring Systems
Automation and Industrial Electronics Engineering
|
Optional | 0 | 10 |
Defined tutoring by teacher for 2025/2026 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Wednesday
17:00 a 18:00 |
Despacho 2A Batallones -Teams |
| 1st quarter |
Thursday
12:00 a 16:00 |
Despacho 2A Batallones -Teams |
Directed or codirected by current teacher since 2013 year.
Select merit type and year to query research merits.
BIOTECARE - Avance tecnológico basado en datos para la optimización de procesos biotecnológicos, sanitarios y de cuidados
| Funding entity | Instituto Tecnológico de Castilla y León (ITCL) |
| Main researches | José Luis Calvo Rolle; Esteban Jove Pérez |
| Type | Contrato |
| Dates | From 23/07/2025 to 30/09/2026 |
QuamtumCrip - Investigación de la ambivalencia de la computación cuántica para resolver problemas de optimización y encriptación post-cuántica
| Funding entity | Instituto Tecnológico de Castilla y León (ITCL) |
| Main researches | José Luis Calvo Rolle; Esteban Jove Pérez |
| Type | Contrato |
| Dates | From 28/10/2025 to 31/05/2027 |
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 |
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 |
Comparative analysis of unsupervised anomaly detection techniques for heat detection in dairy cattle
| Authors | Álvaro Michelena, Antonio Díaz-Longueira, Paulo Novais, Dragan Simic, Óscar Fontenla-Romero, José Luis Calvo-Rolle |
| Journal | Neurocomputing Vol. 618 (pages 1 to 12) |
| DOI | https://doi.org/10.1016/j.neucom.2024.129088 |
A new deep learning-based approach for predicting the geothermal heat pump¿s thermal power of a real bioclimatic house
| Authors | Francisco Zayas-Gato, Antonio Díaz-Longueira, Paula Arcano-Bea, Álvaro Michelena, José Luis Calvo-Rolle, Esteban Jove |
| Journal | APPLIED INTELLIGENCE Vol. 55 |
| DOI | https://doi.org/10.1007/s10489-025-06457-7 |
CoAP_UAD: CoAP under attack dataset - A comprehensive dataset for CoAP-based IoT security research
| Authors | José Aveleira-Mata, Álvaro Michelena, Isaías García-Rodríguez, José Luis Calvo-Rolle, Carmen Benavides, Esteban Jove |
| Journal | Data in Brief Vol. 63 |
| DOI | https://doi.org/10.1016/j.dib.2025.112210 |
A novel intelligent approach for man-in-the-middle attacks detection over internet of things environments based on message queuing telemetry transport
| Authors | Álvaro Michelena, José Aveleira-Mata, Esteban Jove, Martín Bayon-Gutiérrez, Paulo Novais, Óscar Fontenla-Romero, José Luis Calvo-Rolle, Héctor Aláiz-Moreton |
| Journal | EXPERT SYSTEMS Vol. 41 Num. 2 |
| DOI | https://doi.org/10.1111/exsy.13263 |
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 |
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 |
A One-Class-Based Supervision System to Detect Unexpected Events in Wastewater Treatment Plants
| Authors | Paula Arcano-Bea, Míriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Esteban Jove, José Luis Calvo-Rolle |
| Journal | Applied Sciences Vol. 14 Num. 12 (pages 1 to 15) |
| DOI | https://doi.org/10.3390/app14125185 |
A review and future trends of precision livestock over dairy and beef cow cattle with artificial intelligence
| Authors | Álvaro Michelena, Óscar Fontenla-Romero, Jose Luis Calvo Rolle |
| Journal | LOGIC JOURNAL OF THE IGPL (pages 1 to 49) |
| DOI | https://doi.org/10.1093/jigpal/jzae111 |
Evaluation of One-Class Techniques for Early Estrus Detection on Galician Intensive Dairy Cow Farm Based on Behavioral Data From Activity Collars
| Authors | Álvaro Michelena, Esteban Jove, Óscar Fontenla-Romero, José Luis Calvo-Rolle |
| Journal | ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal Vol. 13 Num. 1 (pages 1 to 37) |
| DOI | https://doi.org/10.14201/adcaij.32508 |
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 |
A Fault-Detection System Approach for the Optimization of Warship Equipment Replacement Parts Based on Operation Parameters
| Authors | Álvaro Michelena, Víctor Caínzos López, Francisco Lamas López, Elena Arce, José Mendoza García, Andrés Suárez-García, Guillermo García Espinosa, José Luis Calvo-Rolle, Héctor Quintián |
| Journal | Sensors Vol. 23 Num. 7 (pages 1 to 20) |
| DOI | https://doi.org/10.3390/s23073389 |
Development of an Intelligent Classifier Model for Denial of Service Attack Detection
| Authors | Álvaro Michelena, Jose Aveleira-Mata, Esteban Jove, Héctor Alaiz Moretón, Héctor Quintián, José Luis Calvo-Rolle |
| Journal | International Journal of Interactive Multimedia and Artificial Intelligence Vol. 8 Num. 3 (pages 33 to 42) |
| DOI | https://doi.org/10.9781/ijimai.2023.08.003 |
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 |
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 |
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 |
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 |
Intelligent learning models for renewable energy forecasting
| Authors | Esteban Jove. Álvaro Michelena. Míriam Timiraos. Víctor Caínzos López. Héctor Quintián. José Luis Calvo-Rolle |
| Book |
Intelligent Learning Approaches for Renewable and Sustainable Energy Publishing: Elsevier. ISBN: 9780443158063 |
| Pages | From 105 to 155 |
Service-Learning as a Tool for Innovative Teaching to Achieve the Sustainable Development Goals
| Authors | Míriam Timiraos. Elena Arce. Álvaro Michelena. Francisco Zayas-Gato |
| Book |
Innovative Approaches to Learning: Global Advances in Sustainable, Inclusive, and Creative Education Publishing: Start Scholars press. ISBN: 979-8-89524-000-7 |
| Pages | From 112 to 119 |
Comparative Analysis of Cattle Behavior Across Intensive Dairy Farms Through Dimensional Reduction Techniques
20th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2025)
International
| Authors | Manuel Rubiños, Álvaro Michelena, Agustín García-Fischer, Anabel Díaz-Labrador, Gonzalo Xoel Otero-González, José-Luis Casteleiro-Roca |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-032-08465-1_1 |
Analyzing DoS Attacks on CoAP Networks Using Low-Dimensional Latent Representations
20th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2025)
International
| Authors | Álvaro Michelena, José Aveleira-Mata, Marta-María Álvarez-Crespo, Emilio Lima-Bullones, Agustín García-Fischer, Carmen Benavides-Cuellar, José Luis Calvo-Rolle |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-032-08465-1_12 |
Power Prediction System for Photovoltaic Panels Using Time Series Neural Networks
IWANN 2025: 18th International Work-Conference on Artificial Neural Networks
International
| Authors | Noel Freire-Mahía, Álvaro Michelena, Antonio Díaz-Longueira, Héctor Quintián, Esteban Jove |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.1007/978-3-032-02728-3_28 |
Missing Meteorological Data Imputation for Mini Eolic Electrical Power Prediction
19th International Conference on Hybrid Artificial Intelligent Systems. HAIS 2024
International
| Authors | María Teresa García-Ordás, Antonio Díaz-Longueira, Álvaro Michelena, Esteban Jove, Martín Bayón-Gutiérrez, Héctor Alaiz Moretón |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-031-74186-9_7 |
Identification and Behavior Pattern Recognition of Cows in Intensive and Extensive Farms Using Intelligent Collars and Dimensional Reduction Techniques
19th International Conference on Hybrid Artificial Intelligent Systems. HAIS 2024
International
| Authors | Álvaro Michelena, Francisco Zayas-Gato, José-Luis Casteleiro-Roca, Héctor Quintián, Óscar Fontenla-Romero, José Luis Calvo-Rolle |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-031-74186-9_1 |
Characterization of Water Consumers in Urban Areas Based on Data Visualization Techniques
19th International Conference on Hybrid Artificial Intelligent Systems. HAIS 2024
International
| Authors | Manuel Rubiños, Paula Arcano-Bea, Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Francisco Zayas-Gato |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-031-74186-9_8 |
Cyberattack Detector for Real-Time IoT Devices and Networks
International Joint Conferences 17th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2024) and 15th International Conference on European Transnational Education (ICEUTE 2024)
International
| Authors | Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, Marta-María Álvarez-Crespo, Óscar Fontenla-Romero, José Luís Calvo-Rolle |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-031-75016-8_24 |
A Comparative Analysis of Algorithms and Metrics to Perform Clustering
21st International Conference on Distributed Computing and Artificial Intelligence. DCAI 2024
International
| Authors | Manuel Rubiños, Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, María Teresa García-Ordás, Héctor Alaiz Moretón |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-031-73910-1_7 |
A Hybrid Intelligence Model Forecasts the Temperature of a Battery Used in Electric Vehicles
21st International Conference on Distributed Computing and Artificial Intelligence. DCAI 2024
International
| Authors | Manuel Rubiños, Paula Arcano-Bea, Antonio Díaz-Longueira, Álvaro Michelena, Rafael Vega Vega, José-Luis Casteleiro-Roca, José Manuel Andújar |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-031-73910-1_6 |
Dimensional Reduction Techniques for the Characterization of Behavioral Patterns in Dairy Cows
21st International Conference on Distributed Computing and Artificial Intelligence. DCAI 2024
International
| Authors | Álvaro Michelena, Antonio Díaz-Longueira, Paula Arcano-Bea, Héctor Quintián, Óscar Fontenla-Romero, José Luis Calvo-Rolle |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-031-73910-1_4 |
Wind Speed Virtual Sensor for Small Wind Turbine
21st International Conference on Distributed Computing and Artificial Intelligence. DCAI 2024
International
| Authors | Antonio Díaz-Longueira, Paula Arcano-Bea, Míriam Timiraos, Álvaro Michelena, Francisco Javier de Cos Juez, José Luis Calvo-Rolle |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-031-73910-1_8 |
A Hybrid Intelligence Model Forecasts the SOC of Electric Vehicle¿s Battery
19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024
International
| Authors | Manuel Rubiños, Paula Arcano-Bea, Míriam Timiraos, Álvaro Michelena, Rafael Vega Vega, José Manuel Andújar, José-Luis Casteleiro-Roca |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-031-75010-6_31 |
Characterization of Cattle Behavior Based on Dimensional Reduction Techniques
19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024
International
| Authors | Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Héctor Quintián, Óscar Fontenla-Romero, José Luis Calvo-Rolle |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-031-75013-7_13 |
Intelligent Modeling of a Solar Photovoltaic System Located in a Bioclimatic Home
VII Congreso XoveTIC 2024
International
| Authors | Anabel Díaz-Labrador, Álvaro Michelena, Héctor Quintián, José Luis Calvo-Rolle |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.17979/spudc.9788497498913.21 |
DoS Attack Detection and Identification over Zigbee Environments Using Supervised Classification Algorithms
15th International Symposium on Ambient Intelligence (ISAmI 2024)
International
| Authors | Lawrence Nforh, Álvaro Michelena, José Aveleira-Mata, María Teresa García-Ordás, Francisco Zayas-Gato, Esteban Jove, Héctor Alaiz Moretón |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-031-83117-1_32 |
Potable Water Quality Assessment Through an Intelligent Classification Model
15th International Symposium on Ambient Intelligence (ISAmI 2024)
International
| Authors | Míriam Timiraos, Antonio Díaz-Longueira, Álvaro Michelena, Francisco Zayas-Gato, José Luis Casteleiro-Roca, José Luis Calvo-Rolle |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-031-83117-1_28 |
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 |
Hybrid Classification Model Based on Supervised Techniques for Denial of Service Attacks Detection over CoAP Protocol
20th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2023
International
| Authors | Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Francisco Javier de Cos Juez, Héctor Aláiz Moretón, Dragan Simic, Óscar Fontenla-Romero, José Luis Calvo-Rolle |
| Place | Guimaraes (Portugal) |
| DOI | https://doi.org/10.1007/978-3-031-38616-9_1 |
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 |
A Novel Method for Failure Detection Based on Real-Time Systems Identification
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 | Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Héctor Quintián, Óscar Fontenla-Romero, José Luis Calvo-Rolle |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-031-42519-6_5 |
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 |
Categorization of CoAP DoS Attack Based on One-Class Boundary Methods
18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023)
International
| Authors | Míriam Timiraos, Álvaro Michelena, Antonio Díaz-Longueira, Esteban Jove, Jose Aveleira-Mata, Isaías García-Rodríguez, Martín Bayon-Gutiérrez, Héctor Alaiz Moretón, José Luis Calvo-Rolle |
| Organization | Universidad de Salamanca |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-031-42529-5_11 |
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 |
One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP
18th International Conference on Hybrid Artificial Intelligence Systems (HAIS 2023)
International
| Authors | Álvaro Michelena, Antonio Díaz-Longueira, Míriam Timiraos, Esteban Jove, Jose Aveleira-Mata, Isaías García-Rodríguez, María Teresa García-Ordás, José Luis Calvo-Rolle, Héctor Alaiz Moretón |
| Organization | Universidad de Salamanca (USAL) |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-031-40725-3_1 |
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 |
Development of a Virtual Sensor for COD Measurement in a Wastewater Treatment Plant
VI Congreso XoveTIC 2023
National
| Authors | Antonio Díaz-Longueira, Míriam Timiraos, Álvaro Michelena, Óscar Fontenla-Romero, José Luis Calvo-Rolle |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.17979/spudc.000024.46 |
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) |
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 |
Dimensionality-Reduction Methods for the Analysis of Web Traffic
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 | Nuño Basurto, Álvaro Michelena, Daniel Urda, Héctor Quintián, José Luis Calvo-Rolle, Álvaro Herrero |
| Place | Salamanca (España) |
| DOI | https://doi.org/10.1007/978-3-031-18409-3_7 |
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 |
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 |
Denial of Service Attack Detection Based on Feature Extraction and Supervised Techniques
19th International Conference on Distributed Computing and Artificial Intelligence, DCAI 2022
International
| Authors | Álvaro Michelena, José Antonio Aveleira-Mata, Esteban Jove, Héctor Alaiz-Moretón, Héctor Quintián, José Luis Calvo-Rolle |
| Place | L'Aquila (Italia) |
| DOI | https://doi.org/10.1007/978-3-031-23210-7_6 |
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 |
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 |
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 |
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 |
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 |
Academic or management positions held by teacher.