
MANUEL
DOMÍNGUEZ GONZÁLEZ
Catedrático de Universidad
Publications (106)
2022
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Remote training in cybersecurity for industrial control systems
IFAC-PapersOnLine
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Reconstructing Electricity Profiles in Submetering Systems Using a GRU-AE Network
Communications in Computer and Information Science
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Overview and future trends of control education
IFAC-PapersOnLine
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Armario para la formación en automatización y control de subestaciones eléctricas de tracción
XLIII Jornadas de Automática: libro de actas: 7, 8 y 9 de septiembre de 2022, Logroño (La Rioja)
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Design of Platforms for Experimentation in Industrial Cybersecurity
Applied Sciences (Switzerland), Vol. 12, Núm. 13
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Demostradores para la formación en digitalización de la industria
coord.
Premios a la innovación en la enseñanza, Núm. 21, pp. 65-116
2021
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Virtual sensor for probabilistic estimation of the evaporation in cooling towers
Integrated Computer-Aided Engineering, Vol. 28, Núm. 4, pp. 369-381
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Fully-Convolutional Denoising Auto-Encoders for NILM in Large Non-Residential Buildings
IEEE Transactions on Smart Grid, Vol. 12, Núm. 3, pp. 2722-2731
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Evaluation of feature learning for anomaly detection in network traffic
Evolving Systems, Vol. 12, Núm. 1, pp. 79-90
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Environment for education on Industry 4.0
IEEE Access
2020
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Development of a Remote Industrial Laboratory for Automatic Control based on Node-RED
IFAC-PapersOnLine
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Probabilistic Estimation of Evaporated Water in Cooling Towers Using a Generative Adversarial Network
Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, pp. 155-166
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Feature extraction from building submetering networks using deep learning
Sensors (Switzerland), Vol. 20, Núm. 13, pp. 1-21
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Estimating cooling production and monitoring efficiency in chillers using a soft sensor
Neural Computing and Applications, Vol. 32, Núm. 23, pp. 17291-17308
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Educational Data Mining for Tutoring Support in Higher Education: A Web-Based Tool Case Study in Engineering Degrees
IEEE Access, Vol. 8, pp. 212818-212836
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Development of a Remote Industrial Laboratory for Automatic Control based on Node-RED
IFAC-PapersOnLine, Vol. 53, Núm. 2, pp. 17210-17215
2019
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Data-driven tool for monitoring of students performance
IFAC-PapersOnLine
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Comparison of network intrusion detection performance using feature representation
Communications in Computer and Information Science
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A deep learning approach for fusing sensor data from screw compressors
Sensors (Switzerland), Vol. 19, Núm. 13
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A data-driven approach for enhancing the efficiency in chiller plants: A hospital case study
Energies, Vol. 12, Núm. 5