Publicaciones
Artículos
| [1] | Random extreme learning machines to predict electric load in buildings , Progress in Artificial Intelligence, 2016. [pdf] [doi] |
| [2] | A Low-Cost Open Source Hardware in Control Education. Case Study: Arduino-Feedback MS-150 , IFAC-PapersOnLine, volume 48, 2015. (IFAC Workshop on Internet Based Control Education IBCE15 (Italy), November 4-6, 2015) [doi] |
| [3] | Challenges and solutions in remote laboratories. Application to a remote laboratory of an electro-pneumatic classification cell , Computers & Education, Elsevier, 2015. [doi] |
| [4] | Dimensionality reduction techniques to analyze heating systems in buildings , Information Sciences, Elsevier, volume 294, 2015. [doi] |
| [5] | Remote Laboratory for Cybersecurity of Industrial Control Systems , IFAC-PapersOnLine, volume 48, 2015. (IFAC Workshop on Internet Based Control Education IBCE15 (Italy), November 4-6, 2015) [doi] |
| [6] | Visual analysis of a cold rolling process using a dimensionality reduction approach , Engineering Applications of Artificial Intelligence, Elsevier, volume 26, 2013. [doi] |
| [7] | Analysis of electricity bills using visual continuous maps , Neural Computing and Applications, Springer-Verlag, 2013. [doi] |
| [8] | Analysis of electricity consumption profiles in public buildings with dimensionality reduction techniques , Engineering Applications of Artificial Intelligence, volume 26, 2013. [doi] |
| [9] | Machine learning methods to forecast temperature in buildings , Expert Systems with Applications, Elsevier, volume 40, 2013. [doi] |
| [10] | A virtual laboratory of d.c. motors for learning control theory , International Journal of Electrical Engineering Education, Manchester University Press, volume 50, 2013. [doi] |
| [11] | Power monitoring system for university buildings: Architecture and advanced analysis tools , Energy and Buildings, volume 59, 2013. [doi] |
| [12] | Dimensionality reduction for damage detection in engineering structures. , International Journal of Modern Physics B, World Scientific Publishing Company, volume 26, 2012. [doi] |
| [13] | Visual analysis of residuals from data-based models in complex industrial processes , International Journal of Modern Physics B, World Scientific Publishing Company, volume 26, 2012. [doi] |
| [14] | Time series for fault detection in an industrial pilot plant , International Journal of Modern Physics B, World Scientific Publishing Company, volume 26, 2012. [doi] |
| [15] | Visualization Maps based on SOM to analyze MIMO systems , Neural Computing and Applications, 2012. [doi] |
| [16] | Monitoring industrial processes with SOM-based dissimilarity maps. , Expert Systems With Applications., volume 39, 2012. [doi] |
| [17] | Monitoring Power Consumption using a Generalized Variant of Self-Organizing Map (SOM) , International Journal of Modern Physics B, World Scientific Publishing Company, volume 26, 2012. [doi] |
| [18] | Remote laboratory of a quadruple tank process for learning in control engineering using different industrial controllers , Computer Applications in Engineering Education, Wiley Subscription Services, Inc., 2011. [doi] |
| [19] | Entornos de experimentación para la enseñanza de conceptos básicos de modelado y control , Revista Iberoamericana de Automática e Informática Industrial, volume 7, 2010. [doi] |
| [20] | Visual dynamic model based on self-organizing maps for supervision and fault detection in industrial processes , Engineering Applications of Artificial Intelligence, volume 23, 2010. [doi] |
| [21] | Los recursos tecnológicos para la teleformación en España: Comparativa e implantación. , IEEE-RITA, volume 4, 2009. |
| [22] | Case-Based Reasoning and System Identification for Control Engineering Learning , IEEE Transactions on Education, volume 51, 2008. [doi] |
| [23] | A new approach to exploratory analysis of system dynamics using SOM. Applications to industrial processes. , Expert Systems with Applications., volume 34, 2008. [doi] |
| [24] | Internet-based remote Supervision of Industrial Processes using Self-organizing maps. , Engineering Applications of Artificial Intelligence, volume 20, 2007. [doi] |
| [25] | Estrategias docentes colaborativas basadas en la utilización de Laboratorios Remotos vía Internet , Cuadernos de Innovación Educativa en la Enseñanzas Técnicas Universitarias, volume 1, 2007. [pdf] |
| [26] | Laboratorio Remoto para la Enseñanza de la Automática en la Universidad de León (España) , Revista Iberoamericana de Automática e Informática Industrial, volume 2, 2005. [pdf] |
| [27] | Maqueta industrial para docencia e investigación , Revista Iberoamericana de Automática e Informática Industrial, volume 1, 2004. [pdf] |
Libros
| [28] | Premio 09 a la innovación en la enseñanza. Desarrollo de un laboratorio remoto para la formación vía internet en Automática. , Universidad de León. Consejo Social., 2009. |
Capítulos de libros
| [29] | Forecasting Techniques for Energy Optimization in Buildings , Chapter in , IGI, volume Encyclopedia of Information Science and Technology, Third Edition, 2015. [doi] |
| [30] | Two-stage approach for electricity consumption forecasting in public buildings , Chapter in Advances in Intelligent Data Analysis XI (Jaakko Hollmén, Frank Klawonn, Allan Tucker, eds.), Springer Berlin / Heidelberg, volume 7619, 2012. [doi] |
| [31] | Analysis of electricity consumption profiles by means of dimensionality reduction techniques , Chapter in Engineering Applications of Neural Networks (Chrisina Jayne, Shigang Yue, Lazaros Iliadis, eds.), Springer Berlin / Heidelberg, volume 311, 2012. |
| [32] | Intelligent Data Analysis for Real-Life Applications: Theory and Practice , Chapter in Supervision of Industrial Processes using Self Organizing Maps (Rafael Magdalena-Benedito, Marcelino Martínez-Sober, José M. Martínez-Martínez, Pablo Escandell-Moreno, Joan Vila-Francés, eds.), IGI Global, 2012. [doi] |
| [33] | Comparative analysis of power consumption in university buildings using envSOM. , Chapter in Advances in Intelligent Data Analysis, IDA 2011, Spri, volume 7014, 2011. [doi] |
| [34] | Manifold Learning for Visualization of Vibrational States of a Rotating Machine , Chapter in Artificial Neural Networks and Machine Learning - ICANN 2011 (Timo Honkela, Wlodzislaw Duch, Mark Girolami, Samuel Kaski, eds.), Springer Berlin / Heidelberg, volume 6792, 2011. [doi] |
| [35] | EnvSOM: A SOM Algorithm Conditioned on the Environment for Clustering and Visualization , Chapter in Advances in Self-Organizing Maps (Jorma Laaksonen, Timo Honkela, eds.), Springer Berlin / Heidelberg, volume 6731, 2011. [doi] |
| [36] | Application of SOM-Based Visualization Maps for Time-Response Analysis of Industrial Processes , Chapter in Artificial Neural Networks - ICANN 2010 (Konstantinos Diamantaras, Wlodek Duch, Lazaros Iliadis, eds.), Springer Berlin / Heidelberg, volume 6353, 2010. [doi] |
| [37] | Visualization of Changes in Process Dynamics Using Self-Organizing Maps , Chapter in Artificial Neural Networks - ICANN 2010 (Konstantinos Diamantaras, Wlodek Duch, Lazaros Iliadis, eds.), Springer Berlin / Heidelberg, volume 6353, 2010. [doi] |
| [38] | Modeling of Dynamics using Process State Projection on the Self Organizing Map. , Chapter in International Conference on Artificial Neural Networks 2007, Part I, Lecture Notes in Computer Science (J. Marques de Sá, W. Duch, L. A. Alexandre, eds.), Springer-Verlag, volume 4668, 2007. [doi] |
| [39] | Visualization of Dynamics Using Local Dynamic Modelling with Self Organizing Maps. , Chapter in International Conference on Artificial Neural Networks 2007, Part I, Lecture Notes in Computer Science (J. Marques de Sá, W. Duch, L. A. Alexandre, eds.), Springer-Verlag, volume 4668, 2007. [doi] |
Ponencias a congresos
| [40] | Analysis of Electricity Bill Data Using Interactive Dimensionality Reduction , Proceedings of the 16th International Conference on Engineering Applications of Neural Networks (INNS), ACM, 2015. [pdf] [doi] |
| [41] | Power-Consumption Analysis through Web-Based Visual Data Exploration , World Congress, volume 19, 2014. [doi] |
| [42] | OPC-DB Link for the Management of New Systems in a Remote Laboratory , IFAC World Congress, volume 19, 2014. [doi] |
| [43] | Remote Laboratory with an Electro-pneumatic Classification Cell , 10th IFAC Symposium on Advances in Control Education (ACE 2013), International Federation of Automatic Control, 2013. [doi] |
| [44] | Education on Automatic Control for Professionals through the LRA-ULE Remote Laboratory , 10th IFAC Symposium on Advances in Control Education (ACE 2013), International Federation of Automatic Control, 2013. [doi] |
| [45] | Analysis of Heating Systems in Buildings Using Self-Organizing Maps , Engineering Applications of Neural Networks (Lazaros Iliadis, Harris Papadopoulos, Chrisina Jayne, eds.), Springer, volume 383, 2013. [doi] |
| [46] | Visual continuous map for electrical bill comparisons , Proceedings of the 10th Portuguese Conference on Automatic Control, 2012. |
| [47] | Análisis de perfiles de consumo energético en edificios de uso docente utilizando técnicas de reducción de la dimensión. , Proceedings of the VIII Simposio CEA de Control Inteligente, 2012. |
| [48] | Virtual and Remote Laboratory of a DC Motor , Advances in Control Education, volume 9, 2012. [doi] |
| [49] | A LabVIEW Middleware to Control and Monitor KNX Systems , Proceedings of the 5th KNX Scientific Conference, 2012. |
| [50] | Improving User Interaction in Remote Laboratories through HTML5/AJAX , Advances in Control Education, volume 9, 2012. [doi] |
| [51] | Advanced tools for electricity consumption monitoring , International Conference on Renewable Energies and Power Quality (ICREPQ12) (Environment European Association for the Development of Renewable Energies, Power Quality (EA4EPQ), eds.), 2012. [pdf] |
| [52] | MorphingProjections: Interactive Visualization of Electric Power Demand Time Series , Eurographics Conference on Visualization (EuroVis2012) (M. Meyer, T. Weinkauf, eds.), 2012. [doi] |
| [53] | Supervisión de la energía eléctrica en edificios públicos de uso docente basada en técnicas de minería de datos visual , X Simposio de Ingeniería de Control, 2012. |
| [54] | Visual analysis of residuals from data-based models in complex industrial processes. , Physcon 2011, 5th International Scientific Conference on Physics and Control, 2011. |
| [55] | Sistema de supervisión de energía eléctrica en la Universidad de León. , XXXII Jornadas de Automática, 2011. |
| [56] | Time series for fault detection in an industrial pilot plant , Physcon 2011, 5th International Scientific Conference on Physics and Control, 2011. |
| [57] | A variant of self-organizing map (SOM) for monitoring power consumption. , Physcon 2011, 5th International Scientific Conference on Physics and Control, 2011. |
| [58] | Visualization of Power Systems Consumptions by Manifold Learning. , Physcon 2011, 5th International Scientific Conference on Physics and Control, 2011. |
| [59] | Dimensionality reduction for damage detection in engineering structures. , Physcon 2011, 5th International Scientific Conference on Physics and Control, 2011. |
| [60] | Spectrogram Analysis using Manifold Learning. , Physcon 2011, 5th International Scientific Conference on Physics and Control, 2011. |
| [61] | Analysis of Electric Power Consumption Using Self-Organizing Maps , Proceedings of the 8th World Congress of the International Federation of Automatic Control (IFAC 2011), 2011. [doi] |
| [62] | Remote Laboratory for Learning of AC Drive Control , Proceedings of the 8th World Congress of the International Federation of Automatic Control (IFAC 2011), 2011. [doi] |
| [63] | Control Maps: Visualization of Local Robustness Properties for Control System Design , Proceedings of the 8th World Congress of the International Federation of Automatic Control (IFAC 2011), 2011. [doi] |
| [64] | Time-frequency analysis of hot rolling using manifold learning , Engineering Applications of Neural Networks, Springer, 2011. |
| [65] | Lighting management system using KNX in the remote laboratory of automatic control at the University of León , KNX Scientific Conference, 2010. |
| [66] | Simulaciones interactivas en Easy Java de equipo Feedback MS-150 , XXXI Jornadas de Automática, 2010. |
| [67] | Practical Simulation Environment Using EJS in the Remote Laboratory of Automatic Control of the University of León , 9th Portuguese Conference on Automatic Control, 2010. |
| [68] | Gestión vía Internet de la iluminación en el Laboratorio Remoto de Automática de la Universidad de León , XXXI Jornadas de Automática, 2010. |
| [69] | Simulación en Easy Java de prácticas de control realizadas con equipo Feedback MS150 , VI Jornada CEA de Enseñanza a través de Internet-Web de la Ingeniería de Sistemas y Automática (EIWISA 2010), 2010. |
| [70] | Practice and research in engineering education: Activities of the CESEI Technical Committee , Education Engineering (EDUCON), 2010 IEEE, 2010. [doi] |
| [71] | Engineering education research in Spain: A review through the education awards of CESEI IEEE , Education Engineering (EDUCON), 2010 IEEE, 2010. [doi] |
| [72] | Development of an educational tool in Labview and its integration in remote laboratory of automatic control , 8th IFAC Symposium on Advances in Control Education (ACE09), 2009. [doi] |
| [73] | Tool for instruction and learning on variable speed drives through the Internet. , European Control Conference, ECC09, 2009. |
| [74] | Visualization of MIMO Process Dynamics Using Local Dynamic Modelling with Self Organizing Maps , Engineering Applications of Neural Networks (Dominic Palmer-Brown, Chrisina Draganova, Elias Pimenidis, Haris Mouratidis, eds.), Springer Berlin Heidelberg, volume 43, 2009. [doi] |
| [75] | Visualization of dynamic parameters of a multivariable system using Self-Organizing Maps. , 17th IFAC World Congress, 2008. [doi] |
| [76] | Inter-University Network of Remote Laboratories. , 17th IFAC World Congress, 2008. [doi] |
| [77] | Modeling the best practices towards the adaptation to the European credit transfer system in technical degrees within the IEEE ES chapter , Frontiers In Education Conference - Global Engineering: Knowledge Without Borders, Opportunities Without Passports, 2007. FIE '07. 37th Annual, 2007. [doi] |
| [78] | Remote Supervision of Industrial Processes based on PMML-defined SOM Models. , European Control Conference 2007 (ECC07), 2007. |
| [79] | Integración de sistemas físicos externos en laboratorio remoto , CEDI 2007. Congreso Español de Informática, 2007. |
| [80] | Remote Laboratory for Teaching Multivariable Control Techniques , Proceedings of the 7th IFAC Symposium on Advances Control in Education ACE'06, 2006. |
| [81] | Work in Progress: Modeling the best practices of adaptation to European credit transfer system in technical teachings as improvement to the mobility of students , Frontiers in Education Conference, 36th Annual, 2006. [doi] |
| [82] | Remote operation of ABB IRB 1400 S4 robot over the Internet , 7th IFAC SYMPOSIUM ON ADVANCES IN CONTROL EDUCATION, 2006. (Depósito legal M-26008-2006) [doi] |
| [83] | Utilización de laboratorios remotos vía internet , 14 Congreso Universitario de Innovación Educativa en las Enseñanzas Técnicas, 2006. |
| [84] | Estación de supervisión remota como medio de apoyo y seguridad en la extinción de incendios forestales , XXIV Jornadas Nacionales De Automática, CEA-IFAC, 2006. (Dep. Legal: LE-999-2003) |
| [85] | Consideraciones previas en el diseño e implantación de un laboratorio remoto de automática en la Universidad de León , DocenWeb: Red Temática de Docencia en Control mediante Web (2003-2004), 2005. (Depósito Legal: A-717-2005.) |
| [86] | Active learning in control education , Decision and Control, 2005 and 2005 European Control Conference. CDC-ECC '05. 44th IEEE Conference on, 2005. [doi] |
| [87] | Laboratorio remoto para el proceso de los cuatro tanques y su aplicación en docencia de control multivariable , IV Jornadas de enseñanza vía Web/Internet de la Ingeniería de Sistemas y Automática, EIWISA05, 2005. |
| [88] | Industrial Supervision System based on Visual Data Mining and Motion Trajectory Analysis. , International Federation of Automatic Control 16th IFAC World Congress, 2005. [doi] |
| [89] | Aprendizaje en automática mediante el acceso remoto vía Internet A MAQUETAS INDUSTRIALES , IEEE International Conference on Engineering and Computer Education, ICECE05, 2005. |
| [90] | Interfaz docente para el acceso remoto a sistemas industriales , IV Jornadas de enseñanza vía web/internet de la Ingeniería de Sistemas y Automática. EIWISA05, 2005. |
| [91] | Internet based remote Supervision of Industrial Processes using Self Organizing Maps. , 9th International Conference on Engineering Applications of Neural Networks, 2005. |
| [92] | Control remoto de posición con Java , XXV Jornadas Nacionales De Automática, CEA-IFAC, 2004. (Dep. Legal: CR-388-2004) |
| [93] | Operating systems resources on web-based training in engineering education. , IBCE04 IFAC Workshop. Laboratoire dáutomatique, 2004. |
| [94] | Docencia de la asignatura Regulación Automática en la Universidad de León , DocenWeb: Red Temática de Docencia en Control mediante Web (2003-2004), 2004. (Depósito Legal: A-717-2005) |
| [95] | Docencia de automatización y control en la titulación de Ingeniero en Informática en la Universidad de León , DocenWeb: Red Temática de Docencia en Control mediante Web (2003-2004), 2004. (Depósito Legal: A-717-2005) |
| [96] | Maqueta industrial para control de 4 variables con fines docentes y de investigación , XXIV Jornadas Nacionales de Automática. CEA-IFAC, 2003. (Dep. Legal: LE-999-2003) |
| [97] | Propuesta de laboratorio remoto. Universidad de León. , I Jornadas Nacionales de Laboratorios Virtuales y Remotos, 2003. |
| [98] | MAPREX: A SOM-based condition monitoring system , 15TH IFAC World Congress of Automatic Control, 2002. [doi] |
| [99] | Prior Knowledge Integration in Self Organizing Maps for Complex Process Supervision , 15th IFAC World Congress, 2002. [doi] |
| [100] | Optimización de tiempos en el acceso remoto vía Internet a planta piloto para prácticas , Enseñanza Vía Internet/web de la Ingeniería de Sistemas y Automática, Editorial Club Universitario, 2002. |
| [101] | Connection Pilot Plant to Internet. , IBCE01 IFAC Workshop on Internet based control education, 2001. |
| [102] | Diseño de un sistema de supervisión y monitorización para el grupo II de la central térmica de La Robla. Unión Fenosa. León. , XV Congreso Nacional de Ingeniería de Proyectos, 1999. |
Otras publicaciones
| [103] | Técnicas de extracción del conocimiento basadas en data mining visual para la supervisión de procesos industriales. Análisis de la dinámica basado en mapas auto-organizados , PhD thesis, Universidad de León, 2009. |
| [104] | Modelado y Representación de la Dinámica de Sistemas Complejos mediante Técnicas de Data Mining Visual para la Supervisión Remota de Procesos Industriales vía Internet. , PhD thesis, Universidad de Oviedo, 2006. |
| [105] | Formalización del Conocimiento de Procesos Simples con Fines Didácticos para la Ingeniería de Control , PhD thesis, Universidad de León, 2004. |
| [106] | Supervisión remota de procesos complejos vía Internet mediante Técnicas de Data Mining Visual. Aplicación a una planta piloto industrial. , PhD thesis, Universidad de Oviedo, 2003. |
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