Personal information

Inteligent control, Machine learning, Fault detection

Activities

Employment (1)

Universidade da Coruña: A Coruña, ES

2022 to present | Predoctoral researcher (CITIC)
Employment
Source: Self-asserted source
Álvaro Michelena

Education and qualifications (2)

Universidade da Coruña: Ferrol, ES

2021 | Máster Universitario en Informática Industrial y Robótica
Education
Source: Self-asserted source
Álvaro Michelena

Universidade da Coruña: Ferrol, ES

2019 | Graduado en Ingeniería Electrónica Industrial y Automática
Education
Source: Self-asserted source
Álvaro Michelena

Professional activities (3)

Comité Español de Automática: Barcelona, Barcelona, ES

2022 | Premio Nacional al Mejor TFM/TFG en Control Inteligente
Distinction
Source: Self-asserted source
Álvaro Michelena

Cátedra Emalcsa-UDC: A Coruña, ES

2022 | Premio cátedra Emalcsa-UDC al mejor TFM
Distinction
Source: Self-asserted source
Álvaro Michelena

Universidade da Coruña: A Coruña, ES

2020 | Premio extraordinario de Grado en Ingeniería Electrónica Industrial y Automática
Distinction
Source: Self-asserted source
Álvaro Michelena

Works (50 of 60)

Items per page:
Page 1 of 2

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
2025 | Conference paper
Contributors: Manuel Rubiños; Paula Arcano-Bea; Míriam Timiraos; Álvaro Michelena; Rafael Vega Vega; José Manuel Andújar; José-Luis Casteleiro-Roca
Source: Self-asserted source
Álvaro Michelena

Characterization of Water Consumers in Urban Areas Based on Data Visualization Techniques

2025 | Book chapter
Contributors: Manuel Rubiños; Paula Arcano-Bea; Antonio Díaz-Longueira; Míriam Timiraos; Álvaro Michelena; Francisco Zayas-Gato
Source: check_circle
Crossref

DoS Attack Detection and Identification over Zigbee Environments Using Supervised Classification Algorithms

2025 | Book chapter
Contributors: Lawrence Nforh; Álvaro Michelena; Jose Aveleira-Mata; María Teresa García-Ordás; Francisco Zayas-Gato; Esteban Jove; Héctor Alaiz-Moretón
Source: check_circle
Crossref

Identification and Behavior Pattern Recognition of Cows in Intensive and Extensive Farms Using Intelligent Collars and Dimensional Reduction Techniques

Hybrid Artificial Intelligent Systems. HAIS 2024. Lecture Notes in Computer Science
2025 | Conference paper
Contributors: Álvaro Michelena; Francisco Zayas-Gato; José-Luis Casteleiro-Roca; Héctor Quintián; Óscar Fontenla-Romero; José Luis Calvo-Rolle
Source: Self-asserted source
Álvaro Michelena

Missing Meteorological Data Imputation for Mini Eolic Electrical Power Prediction

2025 | Book chapter
Contributors: María Teresa García-Ordás; Antonio Díaz-Longueira; Álvaro Michelena; Esteban Jove; Martín Bayón-Gutiérrez; Héctor Alaiz-Moretón
Source: check_circle
Crossref

Potable Water Quality Assessment Through an Intelligent Classification Model

2025 | Book chapter
Contributors: Míriam Timiraos; Antonio Díaz-Longueira; Álvaro Michelena; Francisco Zayas-Gato; José-Luis Casteleiro-Roca; José Luis Calvo-Rolle
Source: check_circle
Crossref

A new deep learning-based approach for predicting the geothermal heat pump’s thermal power of a real bioclimatic house

Applied Intelligence
2025-04 | Journal article
Contributors: Francisco Zayas-Gato; Antonio Díaz-Longueira; Paula Arcano-Bea; Álvaro Michelena; Jose Luis Calvo-Rolle; Esteban Jove
Source: check_circle
Crossref

Comparative analysis of unsupervised anomaly detection techniques for heat detection in dairy cattle

Neurocomputing
2025-02 | Journal article
Contributors: Álvaro Michelena; Antonio Díaz-Longueira; Paulo Novais; Dragan Simić; Óscar Fontenla-Romero; José Luis Calvo-Rolle
Source: check_circle
Crossref

A Comparative Analysis of Algorithms and Metrics to Perform Clustering

2024 | Book chapter
Contributors: Manuel Rubiños; Antonio Díaz-Longueira; Míriam Timiraos; Álvaro Michelena; María Teresa García-Ordás; Héctor Alaiz-Moretón
Source: check_circle
Crossref

A Hybrid Intelligence Model Forecasts the Temperature of a Battery Used in Electric Vehicles

2024 | Book chapter
Contributors: Manuel Rubiños; Paula Arcano-Bea; Antonio Díaz-Longueira; Álvaro Michelena; Rafael Vega Vega; José-Luis Casteleiro-Roca; José Manuel Andújar
Source: check_circle
Crossref

Characterization of Cattle Behavior Based on Dimensional Reduction Techniques

19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024
2024 | Book chapter
Contributors: Álvaro Michelena; Antonio Díaz-Longueira; Míriam Timiraos; Héctor Quintián; Óscar Fontenla-Romero; José Luis Calvo-Rolle
Source: Self-asserted source
Álvaro Michelena

Cyberattack Detector for Real-Time IoT Devices and Networks

17th International Conference on Computational Intelligence in Security for Information Systems CISIS 2024)
2024 | Book chapter
Contributors: Antonio Díaz-Longueira; Álvaro Michelena; Francisco Zayas-Gato; Marta-María Álvarez-Crespo; Óscar Fontenla-Romero; José Luis Calvo-Rolle
Source: Self-asserted source
Álvaro Michelena

Dimensional Reduction Techniques for the Characterization of Behavioral Patterns in Dairy Cows

2024 | Book chapter
Contributors: Álvaro Michelena; Antonio Díaz-Longueira; Paula Arcano-Bea; Héctor Quintián; Óscar Fontenla-Romero; José Luis Calvo-Rolle
Source: check_circle
Crossref

Intelligent learning models for renewable energy forecasting

Intelligent Learning Approaches for Renewable and Sustainable Energy
2024 | Book chapter
Part of ISBN: 9780443158063
Contributors: Esteban Jove; Álvaro Michelena; Miriam Timiraos; Víctor Caínzos López; Hector Quintian; Jose Luis Calvo-Rolle
Source: Self-asserted source
Álvaro Michelena

Wind Speed Virtual Sensor for Small Wind Turbine

2024 | Book chapter
Contributors: Antonio Díaz-Longueira; Paula Arcano-Bea; Míriam Timiraos; Álvaro Michelena; Francisco Javier de Cos Juez; José Luis Calvo-Rolle
Source: check_circle
Crossref

Evaluation of One-Class Techniques for Early Estrus Detection on Galician Intensive Dairy Cow Farm Based on Behavioral Data From Activity Collars

ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal
2024-12-31 | Journal article
Part of ISSN: 2255-2863
Contributors: Álvaro Michelena; Esteban Jove; Óscar Fontenla-Romero; José-Luis Calvo-Rolle
Source: Self-asserted source
Álvaro Michelena

Intelligent Modeling of a Solar Photovoltaic System Located in a Bioclimatic Home

VII Congreso XoveTIC: impulsando el talento científico
2024-11-01 | Conference paper
Contributors: Anabel Díaz-Labrador; Álvaro Michelena; Héctor Quintián; José-Luis Calvo-Rolle
Source: Self-asserted source
Álvaro Michelena

A One-Class-Based Supervision System to Detect Unexpected Events in Wastewater Treatment Plants

Applied Sciences
2024-06-14 | Journal article
Contributors: Paula Arcano-Bea; Míriam Timiraos; Antonio Díaz-Longueira; Álvaro Michelena; Esteban Jove; José Luis Calvo-Rolle
Source: check_circle
Crossref
grade
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Novel adaptive approach for anomaly detection in nonlinear and time-varying industrial systems

Logic Journal of the IGPL
2024-05-14 | Journal article
Part of ISSN: 1367-0751
Part of ISSN: 1368-9894
Contributors: Álvaro Michelena; Francisco Zayas-Gato; Esteban Jove; José-Luis Casteleiro-Roca; Héctor Quintián; Óscar Fontenla-Romero; José Luis Calvo-Rolle
Source: Self-asserted source
Álvaro Michelena

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

Logic Journal of the IGPL
2024-03-20 | Journal article
Part of ISSN: 1367-0751
Part of ISSN: 1368-9894
Contributors: Álvaro Michelena; María Teresa García Ordás; José Aveleira-Mata; David Yeregui Marcos del Blanco; Míriam Timiraos Díaz; Francisco Zayas-Gato; Esteban Jove; José-Luis Casteleiro-Roca; Héctor Quintián; Héctor Alaiz-Moretón et al.
Source: Self-asserted source
Álvaro Michelena

A novel intelligent approach for man‐in‐the‐middle attacks detection over internet of things environments based on message queuing telemetry transport

Expert Systems
2024-02 | Journal article
Contributors: Álvaro Michelena; José Aveleira‐Mata; Esteban Jove; Martín Bayón‐Gutiérrez; Paulo Novais; Oscar Fontenla Romero; José Luis Calvo‐Rolle; Héctor Aláiz‐Moretón
Source: check_circle
Crossref
grade
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Virtual laboratories for distance learning in STEAM degrees

Revista de Investigación en Educación
2024-02-02 | Journal article
Part of ISSN: 2172-3427
Part of ISSN: 1697-5200
Contributors: Miriam Timiraos; Francisco Zayas-Gato; Álvaro Michelena; Elena Arce
Source: Self-asserted source
Álvaro Michelena

An Anomaly Detection Approach for Realtime Identification Systems Based on Centroids

2023 | Book chapter
Contributors: Álvaro Michelena; Francisco Zayas-Gato; Esteban Jove; José-Luis Casteleiro-Roca; Héctor Quintián; Óscar Fontenla-Romero; José Luis Calvo-Rolle
Source: check_circle
Crossref

Comparative Analysis of Intelligent Techniques for Categorization of the Operational Status of LiFePo4 Batteries

2023 | Book chapter
Contributors: Antonio Díaz-Longueira; Álvaro Michelena; Míriam Timiraos; Francisco Zayas-Gato; Héctor Quintián; Carmen Benavides Cuellar; Héctor Alaiz-Moretón; José Luis Calvo-Rolle; María Teresa García-Ordás
Source: check_circle
Crossref

Comparative Study of Forecasting Techniques for Small Wind Turbine Power Generation by Meteorological Parameters

2023 | Book chapter
Contributors: Antonio Díaz-Longueira; Míriam Timiraos; Álvaro Michelena; Francisco Zayas-Gato; Esteban Jove; Roberto Casado-Vara; Óscar Fontenla-Romero; José Luis Calvo-Rolle
Source: check_circle
Crossref

Denial of Service Attack Detection Based on Feature Extraction and Supervised Techniques

Distributed Computing and Artificial Intelligence, Special Sessions, 19th International Conference
2023 | Conference paper
Part of ISBN: 9783031232091
Part of ISBN: 9783031232107
Part of ISSN: 2367-3370
Part of ISSN: 2367-3389
Contributors: Álvaro Michelena; José Aveleira-Mata; Esteban Jove; Héctor Alaiz-Moretón; Héctor Quintián; José Luis Calvo-Rolle
Source: Self-asserted source
Álvaro Michelena

Development of an Intelligent Classifier Model for Denial of Service Attack Detection

International Journal of Interactive Multimedia and Artificial Intelligence
2023 | Journal article
Part of ISSN: 1989-1660
Contributors: Álvaro Michelena; Jose Aveleira-Mata; Esteban Jove; Héctor Alaiz-Moretón; Héctor Quintián; José Luis Calvo-Rolle
Source: Self-asserted source
Álvaro Michelena

Dimensionality-Reduction Methods for the Analysis of Web Traffic

2023 | Book chapter
Contributors: Nuño Basurto; Álvaro Michelena; Daniel Urda; Hector Quintián; José Luis Calvo-Rolle; Álvaro Herrero
Source: check_circle
Crossref

Hybrid Classification Model Based on Supervised Techniques for Denial of Service Attacks Detection over CoAP Protocol

2023 | Book chapter
Contributors: Álvaro Michelena; Antonio Díaz-Longueira; Míriam Timiraos; Francisco Javier de Cos Juez; Héctor Aláiz Moretón; Dragan Simic; Óscar Fontenla-Romero; José Luis Calvo-Rolle
Source: check_circle
Crossref

One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP

2023 | Book chapter
Contributors: Álvaro Michelena; Antonio Díaz-Longueira; Míriam Timiraos; Esteban Jove; Jose Aveleira-Mata; Isaías García-Rodiguez; María Teresa García-Ordás; José Luis Calvo-Rolle; Héctor Alaiz-Moretón
Source: check_circle
Crossref

Gasificación de biomasa

EASI: Ingeniería y Ciencias Aplicadas en la Industria
2023-12-26 | Journal article
Contributors: 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
Source: check_circle
Crossref

Gestión de la energía en sistemas renovables híbridos

EASI: Ingeniería y Ciencias Aplicadas en la Industria
2023-12-26 | Journal article
Contributors: Esteban Jove; Antonio Díaz-Longueira; Paula Arcano-Bea; Míriam Timiraos; Álvaro Michelena; Francisco Zayas-Gato; Héctor Quintián; José-Luis Casteleiro-Roca; José Luis Calvo-Rolle
Source: check_circle
Crossref

Development of a Virtual Sensor for COD Measurement in a Wastewater Treatment Plant

Congreso XoveTIC: impulsando el talento científico (6º. 2023. A Coruña)
2023-10-02 | Conference paper
Contributors: Antonio Díaz-Longueira; Míriam Timiraos; Álvaro Michelena; Óscar Fontenla-Romero; José Luis Calvo-Rolle
Source: Self-asserted source
Álvaro Michelena

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)
2023-09 | Conference paper
Part of ISBN: 9783031425189
Part of ISBN: 9783031425196
Part of ISSN: 2367-3370
Part of ISSN: 2367-3389
Contributors: Álvaro Michelena; Antonio Díaz-Longueira; Míriam Timiraos; Héctor Quintián; Óscar Fontenla Romero; José Luis Calvo-Rolle
Source: Self-asserted source
Álvaro Michelena

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)
2023-09 | Conference paper
Part of ISBN: 9783031425288
Part of ISBN: 9783031425295
Part of ISSN: 2367-3370
Part of ISSN: 2367-3389
Contributors: Míriam Timiraos; Álvaro Michelena; Antonio Díaz-Longueira; Esteban Jove; Jose Aveleira-Mata; Isaías García-Rodiguez; Martín Bayón-Gutiérrez; Héctor Alaiz-MoretÓn; José Luis Calvo-Rolle
Source: Self-asserted source
Álvaro Michelena

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)
2023-09 | Conference paper
Part of ISBN: 9783031425288
Part of ISBN: 9783031425295
Part of ISSN: 2367-3370
Part of ISSN: 2367-3389
Contributors: Antonio Díaz-Longueira; Míriam Timiraos; Álvaro Michelena; Francisco Zayas-Gato; José-Luis Casteleiro-Roca; Esteban Jove; Héctor Quintián; Dragan Simić; José Luis Calvo-Rolle
Source: Self-asserted source
Álvaro Michelena

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)
2023-09 | Conference paper
Part of ISBN: 9783031425288
Part of ISBN: 9783031425295
Part of ISSN: 2367-3370
Part of ISSN: 2367-3389
Contributors: 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
Source: Self-asserted source
Álvaro Michelena
grade
Preferred source (of 2)‎

Machine Learning Based System for Detecting Battery State-of-Health

18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023)
2023-09 | Conference paper
Part of ISBN: 9783031425288
Part of ISBN: 9783031425295
Part of ISSN: 2367-3370
Part of ISSN: 2367-3389
Contributors: 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
Source: Self-asserted source
Álvaro Michelena

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)
2023-09 | Conference paper
Part of ISBN: 9783031425189
Part of ISBN: 9783031425196
Part of ISSN: 2367-3370
Part of ISSN: 2367-3389
Contributors: Daniel Méndez-Busto; Antonio Díaz-Longueira; Álvaro Michelena; Míriam Timiraos; Francisco Zayas-Gato; Esteban Jove; Elena Arce; Héctor Quintián
Source: Self-asserted source
Álvaro Michelena

Desarrollo de un entorno de aprendizaje basado en actividades de escape room en grados de ingeniería

2023-05-08 | Conference paper
Contributors: Álvaro Michelena Grandío; Francisco Zayas Gato; Esteban Jove Pérez; Héctor Quintián Pardo; José Luis Casteleiro Roca; José Luis Calvo Rolle
Source: check_circle
Crossref

Diseño de prácticas de control virtuales con MatLab y Factory I/O

2023-05-08 | Conference paper
Contributors: Álvaro Michelena Grandío; José Luis Casteleiro-Roca; Esteban Jove Pérez; Héctor Quintián Pardo; Francisco Zayas-Gato; José Luis Calvo-Rolle
Source: check_circle
Crossref

LOW-COST HARDWARE PLATFORM IMPLEMENTATION FOR SYSTEM IDENTIFICATION AND EMULATION OF A REAL-LEVEL CONTROL PLANT

2023-03 | Conference paper
Contributors: Daniel Méndez-Busto; Francisco Zayas-Gato; Álvaro Michelena Michelena; Míriam Timiraos Díaz; Esteban Jove; José-Luis Casteleiro-Roca; Héctor Quintián; Jose Luis Calvo-Rolle
Source: check_circle
Crossref

A novel method for anomaly detection using beta Hebbian learning and principal component analysis

Logic Journal of the IGPL
2023-03-30 | Journal article
Part of ISSN: 1367-0751
Part of ISSN: 1368-9894
Contributors: Francisco Zayas-Gato; Álvaro Michelena; Héctor Quintián; Esteban Jove; José-Luis Casteleiro-Roca; Paulo Leitão; José Luis Calvo-Rolle
Source: Self-asserted source
Álvaro Michelena
grade
Preferred source (of 2)‎

A Fault-Detection System Approach for the Optimization of Warship Equipment Replacement Parts Based on Operation Parameters

Sensors
2023-03-23 | Journal article
Contributors: Álvaro Michelena; Víctor López; Francisco López; Elena Arce; José Mendoza García; Andrés Suárez-García; Guillermo García Espinosa; José-Luis Calvo-Rolle; Héctor Quintián
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Crossref
grade
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Comparative study of anomaly detection techniques for monitoring Lithium Iron Phosphate – LiFePO4 batteries

Proceedings of V XoveTIC Conference. XoveTIC 2022. Kalpa Publications in Computing, vol. 14
2023-02-16 | Conference paper
Part of ISSN: 2515-1762
Contributors: Álvaro Michelena Grandío; Francisco Zayas-Gato; Esteban Jove; Oscar Fontenla-Romero; Jose Luis Calvo-Rolle
Source: Self-asserted source
Álvaro Michelena

A Novel Proposal for Estimating PID Parameters Based on Centroids

2022 | Book chapter
Contributors: Álvaro Michelena; Francisco Zayas-Gato; Esteban Jove; José-Luis Casteleiro-Roca; Héctor Quintián; Óscar Fontenla-Romero; José Luis Calvo-Rolle
Source: check_circle
Crossref

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)
2022 | Conference paper
Source: Self-asserted source
Álvaro Michelena

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)
2022 | Conference paper
Source: Self-asserted source
Álvaro Michelena

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)
2022 | Conference paper
Source: Self-asserted source
Álvaro Michelena

Metodología de reducción del tiempo de ajuste de controladores PID autoajustables basado en hiperesferas

XVII Simposio CEA de Control Ingeligente
2022 | Conference paper
Contributors: Álvaro Michelena
Source: Self-asserted source
Álvaro Michelena
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