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Other IDs

ResearcherID: ISA-3267-2023
Scopus Author ID: 58593161900

Keywords

Inteligent control, Machine learning, Fault detection, Artificial Neural Networks

Activities

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Employment (3)

Universidade da Coruña: Ferrol, A Coruña, ES

Investigadora Predoctoral
Employment
Source: Self-asserted source
Míriam Timiraos

Instituto Tecnológico de Galicia: A Coruña, ES

2022-12-31 to present | Investigadora Predoctoral (Área de Agua)
Employment
Source: Self-asserted source
Míriam Timiraos

Emalcsa: A Coruña, Galicia, ES

2022-07-01 to 2022-12-31 | Ingeniero Superior del Área de I+D+I (Departamento de I+D+I)
Employment
Source: Self-asserted source
Míriam Timiraos

Education and qualifications (3)

Universidade da Coruña Escuela Técnica Superior de Náutica y Maquinas: A Coruna, Galicia, ES

2022-09-22 to present | Programa Oficial de Doutoramento en Enerxía e Propulsión Mariña
Qualification
Source: Self-asserted source
Míriam Timiraos

Universidade da Coruña - Campus de Esteiro: Ferrol, Galicia, ES

2021-09-06 to 2022-09-22 | Máster Universitario en Informática Industrial y Robótica (Enxeñaría Industrial)
Qualification
Source: Self-asserted source
Míriam Timiraos

Universidade da Coruña - Campus de Esteiro: Ferrol, Galicia, ES

2017-09-06 to 2021-07-15 | Grao en Enxeñaría Electrónica Industrial e Automática (Enxeñaría Industrial)
Qualification
Source: Self-asserted source
Míriam Timiraos

Works (30)

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 | Book chapter
DOI: 10.1007/978-3-031-75010-6_31
Contributors: Manuel Rubiños; Paula Arcano-Bea; Míriam Timiraos; Álvaro Michelena; Rafael Vega Vega; José Manuel Andújar; José-Luis Casteleiro-Roca
Source: Self-asserted source
Míriam Timiraos

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

2025 | Book chapter
DOI: 10.1007/978-3-031-74186-9_8
Contributors: Manuel Rubiños; Paula Arcano-Bea; Antonio Díaz-Longueira; Míriam Timiraos; Álvaro Michelena; Francisco Zayas-Gato
Source: check_circle
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Potable Water Quality Assessment Through an Intelligent Classification Model

2025 | Book chapter
DOI: 10.1007/978-3-031-83117-1_28
Contributors: Míriam Timiraos; Antonio Díaz-Longueira; Álvaro Michelena; Francisco Zayas-Gato; José-Luis Casteleiro-Roca; José Luis Calvo-Rolle
Source: check_circle
Crossref

A Comparative Analysis of Algorithms and Metrics to Perform Clustering

2024 | Book chapter
DOI: 10.1007/978-3-031-73910-1_7
Contributors: Manuel Rubiños; Antonio Díaz-Longueira; Míriam Timiraos; Álvaro Michelena; María Teresa García-Ordás; Héctor Alaiz-Moretón
Source: check_circle
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A Deep Learning-Based OCR System Implementation for Traceability Ensurement in a Metal Manufacturing Workshop

2024 | Book chapter
DOI: 10.1007/978-3-031-73910-1_3
Contributors: Paula Arcano-Bea; Míriam Timiraos; Pablo Fariñas; Francisco Zayas-Gato; José Luis Calvo-Rolle; Esteban Jove
Source: check_circle
Crossref

A Machine Learning - Based System for Determining Water Potability

2024 | Book chapter
DOI: 10.1007/978-3-031-73910-1_1
Contributors: Míriam Timiraos; Antonio Díaz-Longueira; Francisco Zayas-Gato; José-Luis Casteleiro-Roca; Óscar Fontenla-Romero; José Luis Calvo-Rolle
Source: check_circle
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Characterization of Cattle Behavior Based on Dimensional Reduction Techniques

19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024
2024 | Conference paper
DOI: 10.1007/978-3-031-75013-7_13
Contributors: Álvaro Michelena; Antonio Díaz-Longueira; Míriam Timiraos; Héctor Quintián; Óscar Fontenla-Romero; José Luis Calvo-Rolle
Source: Self-asserted source
Míriam Timiraos

Intelligent learning models for renewable energy forecasting

Intelligent Learning Approaches for Renewable and Sustainable Energy
2024 | Book chapter
DOI: 10.1016/b978-0-443-15806-3.00005-x
Part of ISBN: 9780443158063
Contributors: Esteban Jove; Álvaro Michelena; Miriam Timiraos; Víctor Caínzos López; Hector Quintian; Jose Luis Calvo-Rolle
Source: Self-asserted source
Míriam Timiraos

Wind Speed Virtual Sensor for Small Wind Turbine

2024 | Book chapter
DOI: 10.1007/978-3-031-73910-1_8
Contributors: Antonio Díaz-Longueira; Paula Arcano-Bea; Míriam Timiraos; Álvaro Michelena; Francisco Javier de Cos Juez; José Luis Calvo-Rolle
Source: check_circle
Crossref

Optimizing wastewater treatment plants with advanced feature selection and sensor technologies

Logic Journal of the IGPL
2024-09-06 | Journal article
DOI: 10.1093/jigpal/jzae108
Part of ISSN: 1367-0751
Part of ISSN: 1368-9894
Contributors: Míriam Timiraos; Jesús F Águila; Elena Arce; Moisés Alberto GarcÍa Núñez; Francisco Zayas-Gato; Héctor Quintián
Source: Self-asserted source
Míriam Timiraos

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

Applied Sciences
2024-06-14 | Journal article
DOI: 10.3390/app14125185
Contributors: Paula Arcano-Bea; Míriam Timiraos; Antonio Díaz-Longueira; Álvaro Michelena; Esteban Jove; José Luis Calvo-Rolle
Source: check_circle
Crossref

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

Logic Journal of the IGPL
2024-03-20 | Journal article
DOI: 10.1093/jigpal/jzae013
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
Míriam Timiraos

Virtual laboratories for distance learning in STEAM degrees

Revista de Investigación en Educación
2024-02-02 | Journal article
DOI: 10.35869/reined.v22i1.5184
Part of ISSN: 2172-3427
Part of ISSN: 1697-5200
Contributors: Miriam Timiraos; Francisco Zayas-Gato; Álvaro Michelena; Elena Arce
Source: Self-asserted source
Míriam Timiraos
grade
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A Hybrid Intelligent Modeling approach for predicting the solar thermal panel energy production

Neurocomputing
2024-01 | Journal article
DOI: 10.1016/j.neucom.2023.126997
Contributors: Ángel Arroyo; Nuño Basurto; Roberto Casado-Vara; Míriam Timiraos; José Luis Calvo-Rolle
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grade
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Comparative Analysis of Intelligent Techniques for Categorization of the Operational Status of LiFePo4 Batteries

2023 | Book chapter
DOI: 10.1007/978-3-031-40725-3_46
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
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Comparative Study of Forecasting Techniques for Small Wind Turbine Power Generation by Meteorological Parameters

2023 | Book chapter
DOI: 10.1007/978-3-031-38616-9_7
Contributors: Antonio Díaz-Longueira; Míriam Timiraos; Álvaro Michelena; Francisco Zayas-Gato; Esteban Jove; Roberto Casado-Vara; Óscar Fontenla-Romero; José Luis Calvo-Rolle
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Comparative Study of Wastewater Treatment Plant Feature Selection for COD Prediction

2023 | Book chapter
DOI: 10.1007/978-3-031-38616-9_2
Contributors: Míriam Timiraos; Antonio Díaz-Longueira; Álvaro Michelena; Francisco Zayas-Gato; Héctor Quintián; Héctor Alaiz-Moretón; Óscar Fontenla-Romero; José Luis Calvo-Rolle
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Daily Accumulative Photovoltaic Energy Prediction Using Hybrid Intelligent Model

2023 | Book chapter
DOI: 10.1007/978-3-031-40725-3_49
Contributors: Antonio Díaz-Longueira; Míriam Timiraos; Juan Albino Méndez Pérez; José-Luis Casteleiro-Roca; Esteban Jove
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grade
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Hybrid Classification Model Based on Supervised Techniques for Denial of Service Attacks Detection over CoAP Protocol

2023 | Book chapter
DOI: 10.1007/978-3-031-38616-9_1
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
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One-Class Reconstruction Methods for Categorizing DoS Attacks on CoAP

2023 | Book chapter
DOI: 10.1007/978-3-031-40725-3_1
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
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grade
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Gasificación de biomasa

EASI: Ingeniería y Ciencias Aplicadas en la Industria
2023-12-26 | Journal article
DOI: 10.53591/easi.v2i2.2571
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
DOI: 10.53591/easi.v2i2.2535
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
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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
DOI: 10.17979/spudc.000024.46
Contributors: Antonio Díaz-Longueira; Míriam Timiraos; Álvaro Michelena; Óscar Fontenla-Romero; José Luis Calvo-Rolle
Source: Self-asserted source
Míriam Timiraos

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
DOI: 10.1007/978-3-031-42529-5_16
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
Míriam Timiraos

A Novel Method for Failure Detection Based on Real-Time Systems Identification

Lecture Notes in Networks and Systems
2023-08 | Other
DOI: 10.1007/978-3-031-42519-6_5
Part of ISSN: 2367-3370
Contributors: Álvaro Michelena; Antonio Díaz-Longueira; Míriam Timiraos; Héctor Quintián; Óscar Fontenla Romero; José Luis Calvo-Rolle
Source: Self-asserted source
Míriam Timiraos via Crossref Metadata Search
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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)
2023-08 | Other
DOI: 10.1007/978-3-031-42529-5_11
Part of ISSN: 2367-3370
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
Míriam Timiraos via Crossref Metadata Search
grade
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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)
2023-08 | Other
DOI: 10.1007/978-3-031-42529-5_14
Part of ISSN: 2367-3370
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
Míriam Timiraos via Crossref Metadata Search
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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)
2023-08 | Other
DOI: 10.1007/978-3-031-42529-5_15
Part of ISSN: 2367-3370
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
Míriam Timiraos via Crossref Metadata Search
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System Identification and Emulation of a Physical Level Control Plant Using a Low Cost Embedded System

Lecture Notes in Networks and Systems
2023-08 | Other
DOI: 10.1007/978-3-031-42519-6_23
Part of ISSN: 2367-3370
Contributors: Daniel Méndez-Busto; Antonio Díaz-Longueira; Álvaro Michelena; Míriam Timiraos; Francisco Zayas-Gato; Esteban Jove; Elena Arce; Héctor Quintián
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Míriam Timiraos via Crossref Metadata Search
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LOW-COST HARDWARE PLATFORM IMPLEMENTATION FOR SYSTEM IDENTIFICATION AND EMULATION OF A REAL-LEVEL CONTROL PLANT

INTED2023 Proceedings
2023-03 | Other
DOI: 10.21125/inted.2023.0728
Part of ISSN: 2340-1079
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: Self-asserted source
Míriam Timiraos via Crossref Metadata Search
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