PUBLICATIONS

@inproceedings{GonzalezHerbon2023Digital,

title = {Gemelo digital de una célula electro-neumática robotizada},

author = {Raúl González-Herbón and Guzmán González-Mateos and José Ramón Rodríguez-Ossorio and Serafín Alonso and Juan J Fuertes and Manuel Domínguez},

url = {https://doi.org/10.17979/spudc.9788497498609.225},

year  = {2023},

date = {2023-09-06},

urldate = {2023-09-06},

booktitle = {XLIV Jornadas de Automática},

pages = {225-230},

publisher = {Universidade da Coruña. Servizo de Publicacións},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, INDUSTRIA 4.0, LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{RodriguezOssorio2023Adaptive,

title = {Adaptive Model for Industrial Systems Using Echo State Networks},

author = {José Ramón Rodríguez-Ossorio and Antonio Morán and Juan J Fuertes and Miguel A Prada and Ignacio Díaz and Manuel Domínguez},

doi = {10.1007/978-3-031-34204-2_31},

isbn = {978-3-031-34204-2},

year  = {2023},

date = {2023-06-07},

urldate = {2023-06-07},

booktitle = {Engineering Applications of Neural Networks},

pages = {367--378},

publisher = {Springer Nature Switzerland},

address = {Cham},

abstract = {When a model of an industrial system is developed, it is expected that this model performs consistently when applied to other identically designed systems. However, different operating hours, degradation or maintenance, among other circumstances, cause a change in the dynamics of the system and result in the model not performing as expected. For this reason, it is necessary to build a model that continuously adapts to changes in the dynamics of the system, in order to handle such deviations and thus reduce the estimation error.},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{GonzalezHerbon2023Virtual,

title = {Virtual Flow Meter for an Industrial Process},

author = {Raúl González-Herbón and Guzmán González-Mateos and Serafín Alonso and Miguel A Prada and Juan J Fuertes and Antonio Morán and Manuel Domínguez},

doi = {10.1007/978-3-031-34204-2_36},

isbn = {978-3-031-34203-5},

year  = {2023},

date = {2023-06-07},

urldate = {2023-06-07},

booktitle = {Engineering Applications of Neural Networks},

pages = {433--444},

publisher = {Springer Nature Switzerland},

address = {Cham},

abstract = {The digitalization process has emerged strongly in the industry, causing an increase of connected sensors and IIoT devices, which produce a great amount of varied data. However, some industrial variables are hard to measure because of its high cost, complex installation mechanisms or non-stop production requirements. These variables could be indirectly estimated based on other related variables available in the process. Data-driven methods would be appropriate for this purpose, modelling real and potentially complex industrial processes. In this paper, a methodology to develop a virtual flow meter for industrial processes is presented. It assumes the impossibility of installing a flow meter in the process, so a non-invasive flow meter is used punctually to measure and capture data for training data-driven methods. Three different methods have been trained to obtain the model function: multiple linear regression (MLR), multilayer perceptron (MLP) and long-short term memory (LSTM). The developed virtual flow meter has been tested on a pilot plant built with real industrial equipment. LSTM method yields the best performance in the flow estimation, providing the lowest MAE and RMSE errors. It is able to consider temporal dependencies, besides modelling the nonlinear nature of industrial processes.},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10.1007/978-3-031-34204-2_21,

title = {Hierarchical Prediction in Incomplete Submetering Systems Using a CNN},

author = {Serafín Alonso and Antonio Morán and Daniel Pérez and Miguel A Prada and Juan J Fuertes and Manuel Domínguez},

doi = {10.1007/978-3-031-34204-2_21},

isbn = {978-3-031-34204-2},

year  = {2023},

date = {2023-06-07},

urldate = {2023-06-07},

booktitle = {Engineering Applications of Neural Networks},

pages = {239--250},

publisher = {Springer Nature Switzerland},

address = {Cham},

abstract = {Energy market liberalization brings new opportunities, since large consumers have direct access to energy trading to buy energy for the next day. However, that requires a good estimation of the expected amount of energy and its hourly distribution in advance. On the other hand, smart energy meters are being installed in many facilities with the aim of achieving holistic submetering systems. These systems consist of a set of meters structured in several levels, so that there are hierarchical relations among upstream and downstream meters. This information could be exploited for achieving accurate one-day-ahead energy predictions. However, submetering systems might be incomplete due to unavailable meters or lost energy. In this paper, we propose a hierarchical prediction method for incomplete submetering systems that is based on 2D convolutional neural network (2D CNN) and is able to perform day ahead prediction of power consumption. This method exploits the hierarchical relations among meters and considers periodicity in order to forecast the power consumption for the next day. The proposed hierarchical method has proved to be more accurate and fast to forecast power consumption in incomplete submetering systems than using an individual predictions.},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Garcia2023conditioned,

title = {Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation},

author = {Diego García and Daniel Pérez and Panagiotis Papapetrou and Ignacio Díaz and Abel A Cuadrado and José María Enguita and Ana González and Manuel Domínguez},

doi = {10.1007/978-3-031-34171-7_34},

isbn = {978-3-031-34204-2},

year  = {2023},

date = {2023-06-07},

urldate = {2023-06-07},

booktitle = {IFIP International Conference on Artificial Intelligence Applications and Innovations},

pages = {421–433},

publisher = {Springer Nature Switzerland},

address = {Cham},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Enguita2023principal,

title = {Principal Component Modes of Reservoir Dynamics in Reservoir Computing},

author = {José María Enguita and Ignacio Ignacio Díaz and Diego García and Abel A Cuadrado and José Ramón Rodríguez-Ossorio},

doi = {10.1007/978-3-031-34171-7_35},

isbn = {978-3-031-34204-2},

year  = {2023},

date = {2023-06-07},

urldate = {2023-06-07},

booktitle = {IFIP International Conference on Artificial Intelligence Applications and Innovations},

pages = {434–445},

publisher = {Springer Nature Switzerland},

address = {Cham},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{delapeña_2022,

title = {Overview and future trends of control education},

author = {David Muñoz Peña and Manuel Domínguez and Fabio Gomez-Estern and Oscar Reinoso and Fernando Torres and Sebastian Dormido},

doi = {10.1016/J.IFACOL.2022.09.228},

issn = {2405-8963},

year  = {2022},

date = {2022-10-06},

urldate = {2022-01-01},

booktitle = {IFAC-PapersOnLine},

volume = {55},

number = {17},

pages = {79-84},

publisher = {Elsevier B.V.},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{domínguez2022Remote,

title = {Remote training in cybersecurity for industrial control systems},

author = {Manuel Domínguez and Daniel Pérez and Antonio Morán and Serafín Alonso and Miguel A Prada and Juan J Fuertes},

doi = {10.1016/J.IFACOL.2022.09.299},

issn = {2405-8963},

year  = {2022},

date = {2022-10-06},

urldate = {2022-01-01},

booktitle = {IFAC-PapersOnLine},

volume = {55},

number = {17},

pages = {320-325},

publisher = {Elsevier B.V.},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, CIBERSEGURIDAD EN INFRAESTRUCTURAS CRÍTICAS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{balboa2022armario,

title = {Armario para la formación en automatización y control de subestaciones eléctricas de tracción},

author = {Martín Balboa and Serafín Alonso and Juan J Fuertes and Antonio Morán and Miguel A Prada and Daniel Pérez and Manuel Domínguez},

url = {https://doi.org/10.17979/spudc.9788497498418.0255},

year  = {2022},

date = {2022-09-01},

urldate = {2022-09-01},

booktitle = {XLIII Jornadas de Automática},

pages = {255--261},

organization = {Universidade da Coruña. Servizo de Publicacións},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gonzalez2022control,

title = {Control de caudal con un sensor virtual basado en técnicas de deep learning},

author = { Raúl González-Herbón and José Ramón Rodríguez-Ossorio and Guzmán González-Mateos and Antonio Morán and Serafín Alonso and Juan J Fuertes},

doi = {10.17979/spudc.9788497498418.0368},

year  = {2022},

date = {2022-09-01},

urldate = {2022-01-01},

booktitle = {XLIII Jornadas de Automática},

pages = {368--375},

organization = {Universidade da Coruña. Servizo de Publicacións},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, INDUSTRIA 4.0, MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nokey,

title = {Sensor virtual de caudal basado en técnicas de deep learning},

author = { José Ramón Rodríguez-Ossorio and Raúl González-Herbón and Guzmán González-Mateos and Antonio Morán and Miguel A Prada and Ignacio Díaz and Manuel Domínguez},

doi = {10.18002/simceaci},

year  = {2022},

date = {2022-06-29},

urldate = {2022-07-01},

booktitle = {XVII Simposio CEA de Control Inteligente},

journal = {XVII Simposio CEA de Control Inteligente},

pages = {81-86},

keywords = {INDUSTRIA 4.0, MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{alonso2022Reconstructing,

title = {Reconstructing Electricity Profiles in Submetering Systems Using a GRU-AE Network},

author = {Serafín Alonso and Antonio Morán and Daniel Pérez and Miguel A Prada and Juan J Fuertes and Manuel Domínguez},

doi = {10.1007/978-3-031-08223-8_21},

issn = {1865-0937},

year  = {2022},

date = {2022-06-10},

urldate = {2022-01-01},

booktitle = {Communications in Computer and Information Science},

volume = {1600 CCIS},

pages = {247-259},

publisher = {Springer Science and Business Media Deutschland GmbH},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{alonso2020probabilistic,

title = {Probabilistic Estimation of Evaporated Water in Cooling Towers Using a Generative Adversarial Network},

author = { Serafín Alonso and Antonio Morán and Daniel Pérez and Miguel A Prada and Juan J Fuertes and Manuel Domínguez},

doi = {10.1007/978-3-030-48791-1_11},

year  = {2020},

date = {2020-01-01},

booktitle = {International Conference on Engineering Applications of Neural Networks},

pages = {155--166},

organization = {Springer, Cham},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Spagnolini2019,

title = {Data mining tool for academic data exploitation: Webtool description and usage},

author = {Umberto Spagnolini and Luca Fontana and Anna Paganoni and Aldo Torrebruno and Miguel A Prada and Manuel Domínguez and Antonio Morán and Ramón Vilanova and J. L. Vicario and Maria J Varanda and Paulo Alves and Michal Podpora and Marian Barbu},

isbn = {978-989-20-9286-7},

year  = {2019},

date = {2019-09-01},

booktitle = {Webtool description and usage Erasmus+ KA2 /KA203 project SPEET- Student Profiel for Enhancing Engineering Tutoring},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Barbu2019,

title = {Data mining tool for academic data exploitation: Publication Report on Engineering Students Profiles},

author = {Marian Barbu and Ramón Vilanova and J. L. Vicario and Maria J Varanda and Paulo Alves and Michal Podpora and A. Kawala-Janik and Miguel A Prada and Manuel Domínguez and Umberto Spagnolini and Luca Fontana},

isbn = {978-989-20-9286-7},

year  = {2019},

date = {2019-09-01},

booktitle = {Publication Report on Engineering Students Porfiles Erasmus+ KA2 / KA203 project SPEET -Student Profile for Enhancing Engineering Tutoring},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Pérez2019,

title = {Comparison of Network Intrusion Detection Performance Using Feature Representation},

author = {Daniel Pérez and Serafín Alonso and Antonio Morán and Miguel A Prada and Juan J Fuertes and Manuel Domínguez },

doi = {10.1007/978-3-030-20257-6_40},

isbn = {978-3-030-20257-6},

year  = {2019},

date = {2019-05-15},

booktitle = {Communications in Computer and Information Science, International Conference on Engineering Applications of Neural Networks},

pages = {463-475},

publisher = {Springer},

organization = {EANN2019},

keywords = {CIBERSEGURIDAD EN INFRAESTRUCTURAS CRÍTICAS, MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Alonso2019,

title = {Virtual Sensor Based on a Deep Learning Approach for Estimating Efficiency in Chillers},

author = {Serafín Alonso and Antonio Morán and Daniel Pérez and Perfecto Reguera and Ignacio Díaz and Manuel Domínguez},

doi = {10.1007/978-3-030-20257-6_26},

isbn = {978-3-030-20257-6},

year  = {2019},

date = {2019-05-15},

booktitle = {Communications in Computer and Information Science, International Conference on Engineering Applications of Neural Networks},

pages = {307-319},

publisher = {Springer},

organization = {EANN2019},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Vergara2019,

title = {Global and Local Clustering-Based Regression Models to Forecast Power Consumption in Buildings},

author = {Gonzalo Vergara and Juan J Carrasco and Jesus Martínez-Gómez and Manuel Domínguez and José A Gámez and Emilio Soria-Olivas },

doi = {10.1018/978-1-5225-7314-2.ch018},

year  = {2019},

date = {2019-02-21},

booktitle = {Architecture and Design: Breakthroughs in Research and Practice },

pages = {506-536},

publisher = {IGI Global},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{balboa2019sistema,

title = {Sistema de control basado en Arduino para una caldera de biomasa},

author = { Martín Balboa and Serafín Alonso and Juan J Fuertes and Antonio Morán and Miguel A Prada},

year  = {2019},

date = {2019-01-01},

booktitle = {XL Jornadas de Automática},

pages = {366--373},

organization = {Universidade da Coruña, Servizo de Publicacións},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Díaz2018,

title = {Interactive dimensionality reduction of large datasets using interpolation},

author = {Ignacio Díaz and Daniel Pérez and Abel A Cuadrado and Diego García and Manuel Domínguez},

year  = {2018},

date = {2018-03-01},

booktitle = {Proceedings of the ESANN 2018 -  European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning},

pages = {117-122},

organization = {European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{vilanova2017,

title = {SPEET: An International Collaborative Experience in Data Mining For Education},

author = {Ramón Vilanova and José Lopez and Miguel A Prada and Marian Barbu and Manuel Dominguez and Maria J Varanda and Michal Podpora and Umberto Spagnolini and Paulo Alves and Anna Paganoni},

doi = {10.21125/iceri.2017.0514},

issn = {2340-1095},

year  = {2017},

date = {2017-11-01},

booktitle = {ICERI2017 Proceedings},

pages = {1648-1656},

publisher = {IATED},

address = {Seville, Spain},

series = {10th annual International Conference of Education, Research and Innovation},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{García2017,

title = {Latent variable analysis in hospital electric power demand using non-negative matrix factorization },

author = {Diego García and Ignacio Díaz and Daniel Pérez and Abel A Cuadrado and Manuel Domínguez },

year  = {2017},

date = {2017-08-12},

booktitle = {Proceedings of ESANN 2017, 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning},

pages = {507-512},

edition = {25th},

organization = {European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{moran2017,

title = {Analysis of Parallel Process in HVAC Systems Using Deep Autoencoders},

author = {Antonio Morán and Serafín Alonso and Miguel A Prada and Juan J Fuertes and Ignacio Díaz and Manuel Domínguez},

editor = {Giacomo Boracchi and Lazaros Iliadis and Chrisina Jayne and Aristidis Likas},

doi = {10.1007/978-3-319-65172-9_2},

isbn = {978-3-319-65172-9},

year  = {2017},

date = {2017-01-01},

booktitle = {Engineering Applications of Neural Networks},

pages = {15--26},

publisher = {Springer International Publishing},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Alonso15,

title = {Analysis of Electricity Bill Data Using Interactive Dimensionality Reduction},

author = {Serafín Alonso and Miguel A Prada and Juan J Fuertes and Ignacio Díaz and Manuel Domínguez},

url = {http://doi.acm.org/10.1145/2797143.2797163},

doi = {10.1145/2797143.2797163},

isbn = {978-1-4503-3580-5},

year  = {2015},

date = {2015-01-01},

booktitle = {Proceedings of the 16th International Conference on Engineering Applications of Neural Networks (INNS)},

pages = {3:1--3:7},

publisher = {ACM},

address = {Rhodes, Greece},

series = {EANN '15},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez2014opc,

title = {OPC-DB Link for the Management of New Systems in a Remote Laboratory},

author = {Manuel Domínguez and Serafín Alonso and Juan J Fuertes and Miguel A Prada and Pablo Barrientos and others},

doi = {10.3182/20140824-6-ZA-1003.01042},

year  = {2014},

date = {2014-01-01},

booktitle = {IFAC World Congress},

volume = {19},

number = {1},

pages = {9715--9720},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{perez2014power,

title = {Power-Consumption Analysis through Web-Based Visual Data Exploration},

author = {Daniel Pérez and Ignacio Díaz and Abel A Cuadrado and Francisco J García and Alberto B Díez and Manuel Domínguez},

doi = {10.3182/20140824-6-ZA-1003.01267},

year  = {2014},

date = {2014-01-01},

booktitle = {World Congress},

volume = {19},

number = {1},

pages = {11257--11262},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{barrientos13,

title = {Analysis of Heating Systems in Buildings Using Self-Organizing Maps},

author = {Pablo Barrientos and Carlos Del J Canto and Antonio Morán and Serafín Alonso and Miguel A Prada and Juan J Fuertes and Manuel Domínguez},

editor = {Lazaros Iliadis and Harris Papadopoulos and Chrisina Jayne},

doi = {10.1007/978-3-642-41013-0_38},

isbn = {978-3-642-41012-3},

year  = {2013},

date = {2013-01-01},

booktitle = {Engineering Applications of Neural Networks},

volume = {383},

pages = {370--379},

publisher = {Springer},

address = {Heidelberg},

series = {Communications in Computer and Information Science},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez13ace,

title = {Education on Automatic Control for Professionals through the LRA-ULE Remote Laboratory},

author = {Manuel Domínguez and Juan J Fuertes and Miguel A Prada and Serafín Alonso and Antonio Morán and Pablo Barrientos},

doi = {10.3182/20130828-3-UK-2039.00026},

isbn = {978-3-902823-43-4},

year  = {2013},

date = {2013-01-01},

booktitle = {10th IFAC Symposium on Advances in Control Education (ACE 2013)},

pages = {90-95},

publisher = {International Federation of Automatic Control},

address = {Sheffield},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prada13ace,

title = {Remote Laboratory with an Electro-pneumatic Classification Cell},

author = {Miguel A Prada and Manuel Domínguez and Juan J Fuertes and Pablo Barrientos and Carlos Del J Canto and Sergio García},

url = {http://www.sciencedirect.com/science/article/pii/S1474667015341264},

doi = {10.3182/20130828-3-UK-2039.00075},

isbn = {978-3-902823-43-4},

year  = {2013},

date = {2013-01-01},

booktitle = {10th IFAC Symposium on Advances in Control Education (ACE 2013)},

pages = {351-356},

publisher = {International Federation of Automatic Control},

address = {Sheffield},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{alonso12,

title = {Supervisión de la energía eléctrica en edificios públicos de uso docente basada en técnicas de minería de datos visual},

author = {Serafín Alonso and Alberto B Díez and Manuel Domínguez},

year  = {2012},

date = {2012-01-01},

booktitle = {X Simposio de Ingeniería de Control},

address = {Barcelona},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{diaz12eurovis,

title = {MorphingProjections: Interactive Visualization of Electric Power Demand Time Series},

author = {Ignacio Díaz and Manuel Domínguez and Abel A Cuadrado and Alberto B Díez and Juan J Fuertes},

editor = {M Meyer and T Weinkauf},

doi = {10.2312/PE/EuroVisShort/EuroVisShort2012/121-125},

year  = {2012},

date = {2012-01-01},

booktitle = {Eurographics Conference on Visualization (EuroVis2012)},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez12d,

title = {A LabVIEW Middleware to Control and Monitor KNX Systems},

author = {Manuel Domínguez and Juan J Fuertes and Serafín Alonso and Antonio Morán and Miguel A Prada and Pablo Barrientos},

year  = {2012},

date = {2012-01-01},

booktitle = {Proceedings of the 5th KNX Scientific Conference},

address = {Las Palmas},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez12b,

title = {Advanced tools for electricity consumption monitoring},

author = {Manuel Domínguez and Juan J Fuertes and Serafín Alonso and Miguel A Prada and Antonio Morán and Pablo Barrientos},

editor = {Environment European Association for the Development of Renewable Energies and Power Quality (EA4EPQ)},

url = {http://www.icrepq.com/icrepq'12/339-dominguez.pdf},

year  = {2012},

date = {2012-01-01},

booktitle = {International Conference on Renewable Energies and Power Quality (ICREPQ12)},

address = {Santiago de Compostela},

keywords = {SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez12cb,

title = {Improving User Interaction in Remote Laboratories through HTML5/AJAX},

author = {Manuel Domínguez and Miguel A Prada and Antonio Morán and Serafín Alonso and Pablo Barrientos},

doi = {10.3182/20120619-3-RU-2024.00036},

year  = {2012},

date = {2012-01-01},

booktitle = {Advances in Control Education},

volume = {9},

number = {1},

pages = {282--287},

keywords = {LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{fuertes12b,

title = {Virtual and Remote Laboratory of a DC Motor},

author = {Juan J Fuertes and Serafín Alonso and Antonio Morán and Miguel A Prada and Sergio García and Carlos Del J Canto},

doi = {10.3182/20120619-3-RU-2024.00040},

year  = {2012},

date = {2012-01-01},

booktitle = {Advances in Control Education},

volume = {9},

number = {1},

pages = {288--293},

keywords = {LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{moran12b,

title = {Análisis de perfiles de consumo energético en edificios de uso docente utilizando técnicas de reducción de la dimensión.},

author = {Antonio Morán and Juan J Fuertes and Abel A Cuadrado and Miguel A Prada and Serafín Alonso and Manuel Domínguez},

year  = {2012},

date = {2012-01-01},

booktitle = {Proceedings of the VIII Simposio CEA de Control Inteligente},

address = {Baiona, España},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{moran12c,

title = {Visual continuous map for electrical bill comparisons},

author = {Antonio Morán and Juan J Fuertes and Manuel Domínguez and Miguel A Prada and Serafín Alonso and Pablo Barrientos},

year  = {2012},

date = {2012-01-01},

booktitle = {Proceedings of the 10th Portuguese Conference on Automatic Control},

address = {Funchal, Portugal},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{fuertes11c,

title = {Sistema de supervisión de energía eléctrica en la Universidad de León.},

author = {Juan J Fuertes and Manuel Domínguez and Serafín Alonso and Miguel A Prada and Antonio Morán and Pablo Barrientos},

year  = {2011},

date = {2011-09-01},

booktitle = {XXXII Jornadas de Automática},

address = {Sevilla},

keywords = {SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{garcia11,

title = {Spectrogram Analysis using Manifold Learning.},

author = {Francisco J García and Ignacio Díaz and Ignacio Álvarez and Daniel Pérez and Daniel G González and Manuel Domínguez},

year  = {2011},

date = {2011-09-01},

booktitle = {Physcon 2011, 5th International Scientific Conference on Physics and Control},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gonzalez11,

title = {Visual analysis of residuals from data-based models in complex industrial processes.},

author = {Daniel G González and Abel A Cuadrado and Ignacio Díaz and Francisco J García and Alberto B Díez and Juan J Fuertes},

year  = {2011},

date = {2011-09-01},

booktitle = {Physcon 2011, 5th International Scientific Conference on Physics and Control},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{moran11,

title = {Time series for fault detection in an industrial pilot plant},

author = {Antonio Morán and Serafín Alonso and Miguel A Prada and Roberto García and Juan J Fuertes},

year  = {2011},

date = {2011-09-01},

booktitle = {Physcon 2011, 5th International Scientific Conference on Physics and Control},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{perez11,

title = {Visualization of Power Systems Consumptions by Manifold Learning.},

author = {Daniel Pérez and Ignacio Díaz and Francisco J García and Pablo Barrientos},

year  = {2011},

date = {2011-09-01},

booktitle = {Physcon 2011, 5th International Scientific Conference on Physics and Control},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prada11b,

title = {Dimensionality reduction for damage detection in engineering structures.},

author = {Miguel A Prada and Antonio Morán and Serafín Alonso and Juan J Fuertes},

year  = {2011},

date = {2011-09-01},

booktitle = {Physcon 2011, 5th International Scientific Conference on Physics and Control},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez11c,

title = {Analysis of Electric Power Consumption Using Self-Organizing Maps},

author = {Manuel Domínguez and Juan J Fuertes and Ignacio Díaz and Abel A Cuadrado and Serafín Alonso and Antonio Morán},

doi = {10.3182/20110828-6-IT-1002.02092},

year  = {2011},

date = {2011-08-01},

booktitle = {Proceedings of the 8th World Congress of the International Federation of Automatic Control (IFAC 2011)},

address = {Milán, Italia},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez11b,

title = {Remote Laboratory for Learning of AC Drive Control},

author = {Manuel Domínguez and Juan J Fuertes and Perfecto Reguera and Antonio Morán and Serafín Alonso and Miguel A Prada},

doi = {10.3182/20110828-6-IT-1002.02476},

year  = {2011},

date = {2011-08-01},

booktitle = {Proceedings of the 8th World Congress of the International Federation of Automatic Control (IFAC 2011)},

address = {Milán, Italia},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{alonso11b,

title = {A variant of self-organizing map (SOM) for monitoring power consumption.},

author = {Serafín Alonso and Antonio Morán and Miguel A Prada and Pablo Barrientos and Manuel Domínguez},

year  = {2011},

date = {2011-01-01},

booktitle = {Physcon 2011, 5th International Scientific Conference on Physics and Control},

keywords = {MACHINE LEARNING, SUPERVISIÓN ENERGÉTICA EN EDIFICIOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{diaz11a,

title = {Control Maps: Visualization of Local Robustness Properties for Control System Design},

author = {Ignacio Díaz and Antonio Robles and Abel A Cuadrado and Alberto B Díez and Manuel Domínguez and Juan J Fuertes},

doi = {10.3182/20110828-6-IT-1002.02355},

year  = {2011},

date = {2011-01-01},

booktitle = {Proceedings of the 8th World Congress of the International Federation of Automatic Control (IFAC 2011)},

address = {Milán, Italia},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{garcia2011time,

title = {Time-frequency analysis of hot rolling using manifold learning},

author = {Francisco J García and Ignacio Díaz and Ignacio Álvarez and Daniel Pérez and Daniel G Ordóñez and Manuel Domínguez},

year  = {2011},

date = {2011-01-01},

booktitle = {Engineering Applications of Neural Networks},

pages = {150--155},

publisher = {Springer},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez10b,

title = {Gestión vía Internet de la iluminación en el Laboratorio Remoto de Automática de la Universidad de León},

author = {Manuel Domínguez and Juan J Fuertes and Perfecto Reguera and Serafín Alonso and Antonio Morán and Diego Fernández},

year  = {2010},

date = {2010-09-01},

booktitle = {XXXI Jornadas de Automática},

address = {Jaén},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez10c,

title = {Simulaciones interactivas en Easy Java de equipo Feedback MS-150},

author = {Manuel Domínguez and Juan J Fuertes and Perfecto Reguera and Antonio Morán and Serafín Alonso},

year  = {2010},

date = {2010-09-01},

booktitle = {XXXI Jornadas de Automática},

address = {Jaén},

keywords = {LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez10e,

title = {Practical Simulation Environment Using EJS in the Remote Laboratory of Automatic Control of the University of León},

author = {Manuel Domínguez and Juan J Fuertes and Perfecto Reguera and Serafín Alonso and Antonio Morán},

year  = {2010},

date = {2010-09-01},

booktitle = {9th Portuguese Conference on Automatic Control},

keywords = {LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{caeiro10,

title = {Practice and research in engineering education: Activities of the CESEI Technical Committee},

author = {Manuel Caeiro and Martín Llamas and Manuel Castro and Edmundo Tovar and Inmaculada Plaza and Francisco Arcega and Gabriel Díaz and José A Sánchez and Fancisco Mur and Rafael Pastor and Francisco Sánchez and Francisco Jurado and José Carpio and Francisco Falcone and Manuel Domínguez},

doi = {10.1109/EDUCON.2010.5493057},

year  = {2010},

date = {2010-04-01},

booktitle = {Education Engineering (EDUCON), 2010 IEEE},

pages = {1173-1180},

keywords = {LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{plaza10,

title = {Engineering education research in Spain: A review through the education awards of CESEI IEEE},

author = {Inmaculada Plaza and Francisco Arcega and Manuel Castro and Martín Llamas and Edmundo Tovar and Gabriel Díaz and Francisco Falcone and José Á Sánchez and Francisco Mur and Manuel Caeiro and Manuel Dominguez and Rafael Pastor and Francisco Sánchez and Francisco Jurado and José Carpio},

doi = {10.1109/EDUCON.2010.5492593},

year  = {2010},

date = {2010-04-01},

booktitle = {Education Engineering (EDUCON), 2010 IEEE},

pages = {105-110},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez10e,

title = {Lighting management system using KNX in the remote laboratory of automatic control at the University of León},

author = {Manuel Domínguez and Juan J Fuertes and Perfecto Reguera and Serafín Alonso and Antonio Morán},

year  = {2010},

date = {2010-01-01},

booktitle = {KNX Scientific Conference},

address = {Pamplona},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez10d,

title = {Simulación en Easy Java de prácticas de control realizadas con equipo Feedback MS150},

author = {Manuel Domínguez and Juan J Fuertes and Perfecto Reguera and Serafín Alonso and Antonio Morán and Diego Fernández},

year  = {2010},

date = {2010-01-01},

booktitle = {VI Jornada CEA de Enseñanza a través de Internet-Web de la Ingeniería de Sistemas y Automática (EIWISA 2010)},

address = {León},

keywords = {LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez09b,

title = {Development of an educational tool in Labview and its integration in remote laboratory of automatic control},

author = {Manuel Domínguez and Juan J Fuertes and Perfecto Reguera and Miguel A Prada and Serafín Alonso and Antonio Morán},

doi = {10.3182/20091021-3-JP-2009.00020},

year  = {2009},

date = {2009-10-01},

booktitle = {8th IFAC Symposium on Advances in Control Education (ACE09)},

address = {Kumamoto (Japón)},

keywords = {LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{diaz09,

title = {Visualization of MIMO Process Dynamics Using Local Dynamic Modelling with Self Organizing Maps},

author = {Ignacio Díaz and Abel A Cuadrado and Alberto B Díez and Juan J Fuertes and Manuel Domínguez and Miguel A Prada},

editor = {Dominic Palmer-Brown and Chrisina Draganova and Elias Pimenidis and Haris Mouratidis},

doi = {10.1007/978-3-642-03969-0_12},

isbn = {978-3-642-03969-0},

year  = {2009},

date = {2009-01-01},

booktitle = {Engineering Applications of Neural Networks},

volume = {43},

pages = {119-130},

publisher = {Springer Berlin Heidelberg},

series = {Communications in Computer and Information Science},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez09,

title = {Tool for instruction and learning on variable speed drives through the Internet.},

author = {Manuel Domínguez and Juan J Fuertes and Perfecto Reguera and Miguel A Prada and Serafín Alonso and Antonio Morán and Fernando Friz and Alberto B Díez},

year  = {2009},

date = {2009-01-01},

booktitle = {European Control Conference, ECC09},

address = {Budapest, Hungary},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez08,

title = {Inter-University Network of Remote Laboratories.},

author = {Manuel Domínguez and Juan J Fuertes and Perfecto Reguera and Miguel A Prada and Antonio Morán},

doi = {10.3182/20080706-5-KR-1001.02307},

year  = {2008},

date = {2008-01-01},

booktitle = {17th IFAC World Congress},

address = {Seoul},

keywords = {LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{fuertes08,

title = {Visualization of dynamic parameters of a multivariable system using Self-Organizing Maps.},

author = {Juan J Fuertes and Miguel A Prada and Manuel Domínguez and Perfecto Reguera and Ignacio Díaz and Alberto B Díez},

doi = {10.3182/20080706-5-KR-1001.01863},

year  = {2008},

date = {2008-01-01},

booktitle = {17th IFAC World Congress},

address = {Seoul},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{tovar07,

title = {Modeling the best practices towards the adaptation to the European credit transfer system in technical degrees within the IEEE ES chapter},

author = {Edmundo Tovar and Manuel Castro and Martín Llamas and Francisco Arcega and Francisco Jurado and Francisco Mur and Jose A Sanchez and Inmaculada Plaza and Francisco Falcone and Manuel Domínguez},

doi = {10.1109/FIE.2007.4418083},

issn = {0190-5848},

year  = {2007},

date = {2007-10-01},

pages = {F1A-1--F1A-7},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez07c,

title = {Integración de sistemas físicos externos en laboratorio remoto},

author = {Manuel Domínguez and Juan J Fuertes and Perfecto Reguera},

year  = {2007},

date = {2007-01-01},

booktitle = {CEDI 2007. Congreso Español de Informática},

address = {Zaragoza},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{fuertes07a,

title = {Remote Supervision of Industrial Processes based on PMML-defined SOM Models.},

author = {Juan J Fuertes and Miguel A Prada and Manuel Domínguez and Perfecto Reguera and Ignacio Díaz},

year  = {2007},

date = {2007-01-01},

booktitle = {European Control Conference 2007 (ECC07)},

address = {Kos, Greece},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{tovar06,

title = {Work in Progress: Modeling the best practices of adaptation to European credit transfer system in technical teachings as improvement to the mobility of students},

author = {Edmundo Tovar and Manuel Castro and Martín Llamas and Francisco Arcega and Francisco Jurado and Francisco Mur and Jose A Sanchez and Inmaculada Plaza and Francisco Falcone and Manuel Domínguez},

doi = {10.1109/FIE.2006.322492},

issn = {0190-5848},

year  = {2006},

date = {2006-10-01},

booktitle = {Frontiers in Education Conference, 36th Annual},

pages = {1 -2},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{garcia06,

title = {Remote Laboratory for Teaching Multivariable Control Techniques},

author = {Antonio A García and Manuel Berenguel and Jose L Guzmán and Sebastián Dormido and Manuel Domínguez},

year  = {2006},

date = {2006-05-01},

booktitle = {Proceedings of the 7th IFAC Symposium on Advances Control in Education ACE'06},

keywords = {LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez06b,

title = {Utilización de laboratorios remotos vía internet},

author = {Manuel Domínguez and Juan J Fuertes and Perfecto Reguera and Alberto B Díez and Antonio Robles and J A Sirgo},

year  = {2006},

date = {2006-01-01},

booktitle = {14 Congreso Universitario de Innovación Educativa en las Enseñanzas Técnicas},

address = {Gijón},

keywords = {LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez06b,

title = {Estación de supervisión remota como medio de apoyo y seguridad en la extinción de incendios forestales},

author = {Manuel Domínguez and Perfecto Reguera and Juan J Fuertes and José J González and Roberto García},

isbn = {84-931846-7-5},

year  = {2006},

date = {2006-01-01},

booktitle = {XXIV Jornadas Nacionales De Automática, CEA-IFAC},

address = {León},

note = {Dep. Legal: LE-999-2003},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{reguera06,

title = {Remote operation of ABB IRB 1400 S4 robot over the Internet},

author = {Perfecto Reguera and Manuel Domínguez and H Alaiz and Juan J Fuertes and Miguel A Prada},

doi = {10.3182/20060621-3-ES-2905.00087},

year  = {2006},

date = {2006-01-01},

booktitle = {7th IFAC SYMPOSIUM ON ADVANCES IN CONTROL EDUCATION},

address = {Madrid},

note = {Depósito legal M-26008-2006},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{reguera05,

title = {Active learning in control education},

author = {Perfecto Reguera and Juan J Fuertes and Manuel Domínguez and Bernardo A León},

doi = {10.1109/CDC.2005.1582574},

year  = {2005},

date = {2005-12-01},

booktitle = {Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05. 44th IEEE Conference on},

pages = {2721 - 2726},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez05c,

title = {Consideraciones previas en el diseño e implantación de un laboratorio remoto de automática en la Universidad de León},

author = {Manuel Domínguez and Perfecto Reguera and Juan J Fuertes},

isbn = {84-689-3386-4},

year  = {2005},

date = {2005-09-01},

booktitle = {DocenWeb: Red Temática de Docencia en Control mediante Web (2003-2004)},

pages = {93--96},

note = {Depósito Legal: A-717-2005.},

keywords = {LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez05d,

title = {Interfaz docente para el acceso remoto a sistemas industriales},

author = {Manuel Domínguez and Juan J Fuertes and Perfecto Reguera},

isbn = {84-609-6891-X},

year  = {2005},

date = {2005-01-01},

booktitle = {IV Jornadas de enseñanza vía web/internet de la Ingeniería de Sistemas y Automática. EIWISA05},

address = {Granada},

keywords = {LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez05e,

title = {Aprendizaje en automática mediante el acceso remoto vía Internet a Maquetas Industriales},

author = {Manuel Domínguez and Perfecto Reguera and Juan J Fuertes},

isbn = {84-6098149-5},

year  = {2005},

date = {2005-01-01},

booktitle = {IEEE International Conference on Engineering and Computer Education, ICECE05},

address = {Madrid},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez05b,

title = {Internet based remote Supervision of Industrial Processes using Self Organizing Maps.},

author = {Manuel Domínguez and Perfecto Reguera and Juan J Fuertes and Ignacio Díaz and Abel A Cuadrado},

year  = {2005},

date = {2005-01-01},

booktitle = {9th International Conference on Engineering Applications of Neural Networks},

address = {Francia},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{fuertes05,

title = {Industrial Supervision System based on Visual Đata Mining and Motion Ŧrajectory Analysis.},

author = {Juan J Fuertes and Perfecto Reguera and Manuel Domínguez and Ignacio Díaz and Abel A Cuadrado},

doi = {10.3182/20050703-6-CZ-1902.01829},

year  = {2005},

date = {2005-01-01},

booktitle = {International Federation of Automatic Control 16th IFAC World Congress},

address = {Prague},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{garcia05,

title = {Laboratorio remoto para el proceso de los cuatro tanques y su aplicación en docencia de control multivariable},

author = {Antonio A García and Manuel Berenguel and Jose L Guzmán and Sebastián Dormido and Manuel Domínguez},

isbn = {84-9732-451-X},

year  = {2005},

date = {2005-01-01},

booktitle = {IV Jornadas de enseñanza vía Web/Internet de la Ingeniería de Sistemas y Automática, EIWISA05},

address = {Granada},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez04b,

title = {Docencia de automatización y control en la titulación de Ingeniero en Informática en la Universidad de León},

author = {Manuel Domínguez and Juan J Fuertes and Perfecto Reguera},

isbn = {84-689-3386-4},

year  = {2004},

date = {2004-01-01},

booktitle = {DocenWeb: Red Temática de Docencia en Control mediante Web (2003-2004)},

pages = {285--299},

note = {Depósito Legal: A-717-2005},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez04c,

title = {Docencia de la asignatura Regulación Automática en la Universidad de León},

author = {Manuel Domínguez and Juan J Fuertes and Perfecto Reguera},

isbn = {84-689-3386-4},

year  = {2004},

date = {2004-01-01},

booktitle = {DocenWeb: Red Temática de Docencia en Control mediante Web (2003-2004)},

pages = {153--156},

note = {Depósito Legal: A-717-2005},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{reguera04b,

title = {Operating systems resources on web-based training in engineering education.},

author = {Perfecto Reguera and Juan J Fuertes and Manuel Domínguez},

year  = {2004},

date = {2004-01-01},

booktitle = {IBCE04 IFAC Workshop. Laboratoire dáutomatique},

address = {Grenoble, Francia},

keywords = {LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{reguera04bb,

title = {Control remoto de posición con Java},

author = {Perfecto Reguera and Juan J Fuertes and Manuel Domínguez and Ángel Alonso},

isbn = {84-688-7460-4},

year  = {2004},

date = {2004-01-01},

booktitle = {XXV Jornadas Nacionales De Automática, CEA-IFAC},

address = {Ciudad Real},

note = {Dep. Legal: CR-388-2004},

keywords = {LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez03b,

title = {Propuesta de laboratorio remoto. Universidad de León.},

author = {Manuel Domínguez and Juan J Fuertes and Perfecto Reguera},

year  = {2003},

date = {2003-01-01},

booktitle = {I Jornadas Nacionales de Laboratorios Virtuales y Remotos},

address = {Madrid},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL, LABORATORIOS VIRTUALES Y REMOTOS},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez03c,

title = {Maqueta industrial para control de 4 variables con fines docentes y de investigación},

author = {Manuel Domínguez and Juan J Fuertes and Perfecto Reguera and José J González and Juan M Ramón},

isbn = {84-931846-7-5},

year  = {2003},

date = {2003-01-01},

booktitle = {XXIV Jornadas Nacionales de Automática. CEA-IFAC},

address = {León},

note = {Dep. Legal: LE-999-2003},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{diaz02c,

title = {Prior Knowledge Integration in Self Organizing Maps for Complex Process Supervision},

author = {Ignacio Díaz and Alberto B Díez and Abel A Cuadrado and Manuel Domínguez},

doi = {10.3182/20020721-6-ES-1901.00919},

year  = {2002},

date = {2002-07-01},

booktitle = {15th IFAC World Congress},

address = {Barcelona, Spain},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{cuadrado02,

title = {MAPREX: A SOM-based condition monitoring system},

author = {Abel A Cuadrado and Ignacio Díaz and Alberto B Díez and Manuel Domínguez and Faustino Obeso},

doi = {10.3182/20020721-6-ES-1901.00771},

isbn = {0-08-044295-1},

year  = {2002},

date = {2002-01-01},

booktitle = {15TH IFAC World Congress of Automatic Control},

address = {Barcelona},

keywords = {MACHINE LEARNING},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez02,

title = {Optimización de tiempos en el acceso remoto vía Internet a planta piloto para prácticas},

author = {Manuel Domínguez and Ángel Alonso and Perfecto Reguera and José J González and Juan J Fuertes},

isbn = {84-8454-159-2},

year  = {2002},

date = {2002-01-01},

booktitle = {Enseñanza Vía Internet/web de la Ingeniería de Sistemas y Automática},

pages = {51--55},

publisher = {Editorial Club Universitario},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez01,

title = {Connection Pilot Plant to Internet.},

author = {Manuel Domínguez and Perfecto Reguera and Juan J Fuertes and David Marcos and F Blazquez},

isbn = {0-08-043984-5},

year  = {2001},

date = {2001-01-01},

booktitle = {IBCE01 IFAC Workshop on Internet based control education},

pages = {43-47},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{dominguez99,

title = {Diseño de un sistema de supervisión y monitorización para el grupo II de la central térmica de La Robla. Unión Fenosa. León.},

author = {Manuel Domínguez and Alberto B Díez},

year  = {1999},

date = {1999-09-01},

booktitle = {XV Congreso Nacional de Ingeniería de Proyectos},

address = {León},

keywords = {AUTOMATIZACIÓN CONTROL Y SUPERVISIÓN INDUSTRIAL},

pubstate = {published},

tppubtype = {inproceedings}

}