ANTONIO
MORÁN ÁLVAREZ
Profesor Titular de Universidad
Universidad de Oviedo
Oviedo, EspañaPublications in collaboration with researchers from Universidad de Oviedo (15)
2024
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Deep Echo State Networks for Modelling of Industrial Systems
Communications in Computer and Information Science
2023
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Adaptive Model for Industrial Systems Using Echo State Networks
Communications in Computer and Information Science
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Echo State Networks for anomaly detection in industrial systems
IFAC-PapersOnLine
2020
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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
2019
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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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Virtual sensor based on a deep learning approach for estimating efficiency in chillers
Communications in Computer and Information Science
2018
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Interactive visualization for NILM in large buildings using non-negative matrix factorization
Energy and Buildings, Vol. 176, pp. 95-108
2017
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Analysis of parallel process in hvac systems using deep autoencoders
Communications in Computer and Information Science
2013
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Analysis of electricity consumption profiles in public buildings with dimensionality reduction techniques
Engineering Applications of Artificial Intelligence, Vol. 26, Núm. 8, pp. 1872-1880
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Visualization maps based on SOM to analyze MIMO systems
Neural Computing and Applications, Vol. 23, Núm. 5, pp. 1407-1419
2012
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Analysis of Electricity Consumption Profiles by Means of Dimensionality Reduction Techniques
Communications in Computer and Information Science
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Monitoring industrial processes with SOM-based dissimilarity maps
Expert Systems with Applications, Vol. 39, Núm. 8, pp. 7110-7120
2011
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Analysis of electric power consumption using self-organizing maps
IFAC Proceedings Volumes (IFAC-PapersOnline)
2010
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Application of SOM-based visualization maps for time-response analysis of industrial processes
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2009
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Tool for instruction and learning on variable speed drives through the Internet
2009 European Control Conference, ECC 2009