Universidad Nacional de Educación a Distancia

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Universidad Nacional de Educación a Distancia - UNED

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SEBASTIAN DORMIDO CANTO - COORD. PROGRAMA DOC. INGENIERIA DE SISTEMAS Y DE CONTROL

SEBASTIAN DORMIDO CANTO

COORD. PROGRAMA DOC. INGENIERIA DE SISTEMAS Y DE CONTROL

CATEDRÁTICO DE UNIVERSIDAD

INFORMÁTICA Y AUTOMÁTICA

ESCUELA TÉCN.SUP INGENIERÍA INFORMÁTICA

sebas@dia.uned.es

(+34) 91398-7194

Formación Académica

Sebastián Dormido Canto es Ingeniero Industrial (Especialidad Electrónica) por la Universidad Pontificia de Comillas, ICAI (1994) y Doctor en Ciencias Físicas por la Universidad Nacional de Educación a Distancia, UNED (2001). Comenzó su labor profesional como becario de investigación del proyecto HITO (Herramienta Integrada Total para Optimización) durante unos meses en el año 1994.

Puestos académicos desempeñados

Ha desempeñado distintos puestos en el Departamento de Informática y Automática de la Uned: Ayudante de Escuela Universitaria (15/12/94 - 14/01/97), Titular Interino de Escuela Universitaria (15/01/97 - 29/07/99), Titular de Escuela Universitaria (30/07/99 - 10/03/03), Titular de Universidad (11/03/03 - 27/02/18), Catedrático de Universidad (28/02/18 - actualidad).

Actividad Investigadora

Es coautor de más de 60 publicaciones en revistas con índice de impacto (JCR), de más de 65 publicaciones en congresos y 15 conferencias invitadas y 2 capítulos de libros orientados a la investigación. Ha participado en 15 proyectos de investigación competitivos, siendo investigador principal en 3 proyectos del Plan Nacional, en una tarea internacional y en un proyecto de la UNED/Banco Santander. Ha participado en la firma de 3 contratos de investigación, es investigador responsable del convenio firmado con Siemens dentro del marco del Máster de Ingeniería de Sistemas y Control. Tiene reconocidos 3 sexenios de investigación. Ha dirigido 13 tesis doctorales (tres de ellas con premio extraordinario de doctorado) y tutorizado 2 tesis más, ha dirigido 15 proyectos final de carrera y 16 trabajos fin de máster.

Ha realizado 11 estancias investigación en centros extranjeros, destacando los 18 meses que ha estado los últimos años en JET (The Joint European Torus) contribuyendo de una forma activa en el campo de la predicción de disrupciones en los dispositivos experimentales de fusión ttermonuclear. La investigación realizada en los últimos años ha dado como resultado un predictor de disrupciones (APODIS, Advanced Predictor Of DISruptions) que se ha instalado en la red de tiempo real de JET.

Docencia

Docencia

N.º de tramos reconocidos de evaluación docente

5

Investigación

N.º de tramos reconocidos de actividad investigadora

3

Publicaciones

  • PUBLICACIONES
    • J. Vega, A. Murari, S. Dormido-Canto, G. A. Rattá, M. Gelfusa and JET Contributors: “Disruption prediction with artificial intelligence techniques in tokamak plasmas”, https://doi.org/10.1038/s41567-022-01602-2, Nature Physics volume 18, pages 741–750 (2022).
    • S. González, S. Dormido-Canto, J. Sánchez. "Obtaining high preventive and resilience capacities infraestructure by industrial automation cells". International Journal of Critical Infraestructure Protection, vol. 29, 100355, pp: 1-16, 2020, ISSN: 1874-5482, DOI: 10.1016/j.ijcip.2020.100355.
    • J. Vega, R. Castro, S. Dormido-Canto, G. A. Rattá, M. Ruíz. "Automatic recognition of plasma revelant events: Implications for ITER", Fusion Engineering and Design, vol. 156, 111638, pp:1-5, ISSN 0920-3796, 2020, DOI: 10.1016/j.fusengdes.2020.111638.
    • E. Fabregas, G. Farias, E. Aranda-Escolástico, G. Garcia, D. Chaos, S. Dormido-Canto, S. Dormido. "Simulation and experimental results of a new control strategy for point sta­bilization of nonholonomic mobile robots". IEEE Transactions on Industrial Electronics, vol. 67, Issue 8, pp. 1-9, 2020, ISSN: 0278-0046, DOI: 10.1109/TIE.2019.2935976. 
    • G. Farias, E. Fabregas, S. Dormido-Canto, J. Vega, S. Vergara. "Automatic recogni­tion of anomalous patterns in discharges by recurrent neural networks". Fusion Engineering and Design, vol. 154, 111495, ISSN 0920-3796, pp. 1-5, 2020, DOI: 10.1016/j.fusengdes.2020.111495. 
    • G. Farias, E. Fabregas, A. Díaz-Barrera, B. Ponce, C. Castro, S. Dormido-Canto. "Automatic Control for the Production of Alginate by Azotobacter Vinelandii". IEEE Access, vol. 7, Issue 1, pp. 1-7, 2019, ISSN: 2169-3536, DOI: 10.1109/ACCESS.2019.2954180. 
    • G. Farias, E. Fabregas, E. Peralta, H. Vargas, S. Dormido-Canto, S. Dormido. "De­velopment of an easy-to-use multi-agent platform for teaching mobile robotics". IEEE Access, vol. 7, Issue 1, pp. 55885-55897, 2019, ISSN: 2169-3536, DOI: 10.1109/AC-CESS.2019.2913916. 
    • Farias G., Dormido-Canto S., Vega J., Martínez I., Hermosilla G., Fábregas E., “Image classification by using a reduced set of features in the TJ-II Thomson Scattering diagnostic” Thomson Scattering, Fusion Engineering and Design, 2018, Aceptado.  ISSN: 0920-3796.
    • Martínez F.J., Vega J., Dormido-Canto S., Pastor I., Fábregas E., “Software parallelization of a probabilistic classifier base on Venn prediction: application to the TJ-II Thomson Scattering”, Fusion Engineering and Design, 2018, Aceptado.  ISSN: 0920-3796.
    • Esquembri S., Vega J., Murari A., Ruíz M., Barrera E., Dormido-Canto S., Felton R., Tsalas M., Valcarcel D. “Real-time implementation in JET of the SPAD disruption predictor using MARTe”, IEEE Transactions on Nuclear Science, 2018, vol. 65, pp: 1-8, ISNN: 0018-9499. DOI: 10.1109/TNS.2018.2791719.
    • Farias G., Dormido-Canto S., Vega J., Martínez I., Alfaro L., Martínez F, “Adaboost classification of TJ-II Thomson Scattering images”, Fusion Engineering and Design, 2017, vol. 123, pp: 759-763.  ISSN: 0920-3796.
    • Mur A., Dormido R., Vega J., Duro N., Dormido-Canto S., “Unsupervised event characterization and detection in multichannel signals: An EEG application”, Sensors, 2016, vol. 16, 590, pp: 1-14, ISSN: 1424-8220.
    • Fabregas E., Farias G., Dormido-Canto S., Guinaldo M., Sánchez J., Dormido S., “Platform for Teaching Mobile Robotics”, Journal of Intelligent and Robotic Systems, 2016, vol. 81, pp: 131-143, ISSN: 0921-0296.
    • Mur A., Dormido R., Duro N., Dormido-Canto S., Vega J., “Determination of the optimal number of clusters using a spectral clustering optimization”, Expert Systems With Applications, 2016, vol. 65, pp: 304-314, ISSN: 0957-4174.
    • ur A., Dormido R., Vega J., Dormido-Canto S., Duro N., “Unsupervised event detection and classification of multichannel signals”, Expert Systems With Applications, 2016, vol. 54, pp: 294-303, ISSN: 0957-4174.
    • Moreno R., Vega J., Dormido-Canto S., “Conformal Prediction of Disruptions from Scratch: Application to an ITER Scenario”, Springer Lecture Notes in Artificial Intelligence, 2016, LNAI 9653, pp: 67–74, Springer International Publishing Switzerland, ISSN: 0302-9743.
    • Rattá G. A., Vega J., Murari A., Dormido-Canto S., Moreno R. “Global optimization driven by genetic algorithms for disruption predictors based on APODIS architecture”, Fusion Engineering and Design, 2016, vol. 112, pp: 1014-1018, ISSN: 0920-3796.
    • Moreno R., Vega J., Dormido-Canto S., Pereira A., Murari A., “Disruption prediction on JET during the ILW experimental campaigns”, Fusion Science and Technology, 2016, vol. 69, pp: 485-494. ISSN: 1536-1055.
    • Farias G., Dormido-Canto S., Vega J., Rattá G. A., Vargas H., Hermosilla G., Alfaro L., Valencia A. “Automatic feature extraction in large fusion databases by using deep learning approach”, Fusion Engineering and Design, 2016, vol. 112, pp: 979-983, ISSN: 0920-3796.
    • Farias G., Dormido-Canto S., Vega J., Díaz N. “Initial results with time series forecasting of TJ-II heliac waveforms”, Fusion Engineering and Design, 2015, vol. 96-97, pp: 777-781. ISSN 0920-3796.
    • Vega J., Murari A., Dormido-Canto S., Cruz T. “Simulations of nuclear fusion diagnostics based on projections with Venn predictors and context drift detection”, Annals of Mathematics and Artificial Intelligence, 2015, vol. 74, pp.: 223-247, ISSN: 1012-2443.
    • Pereira A., Vega J., Moreno R., Dormido-Canto S., Rattá G. A., Pavón F. “Feature selection for disruption prediction from scratch in JET by using genetic algorithms and probabilistic predictors”, Fusion Engineering and Design, 2015, vol. 96-97, pp: 907-911. ISSN 0920-3796.
    • Farias G., Dormido-Canto S., Vega J., Díaz N. “Applying forecasting to fusion databases”, Lectures Notes in Computer Science, 2015, vol. 9047, pp.: 356-365, ISSN: 0302-9743.
    • Vega J., Dormido-Canto S., Martínez F., Pastor I., Rodríguez M. C. “Computationally efficient five-class image classifier based on Venn Predictors”, Lectures Notes in Computer Science, 2015, vol. 9047, pp.: 366-375, ISSN: 0302-9743.
    • Pavón F., Vega J., Dormido-Canto S. “SOM and feature weights based method for dimensionality reduction in large gauss linear models”, Lectures Notes in Computer Science, 2015, vol. 9047, pp.: 376-385, ISSN: 0302-9743.
    • Dormido R., Sánchez J., Duro N., Dormido-Canto S., Guinaldo M., Dormido S. “An Interactive Tool for Outdoor Computer Controlled Cultivation of Microalgae in a Tubular Photobioreactor System”, Sensors, 2014, vol. 14, pp.: 4466-4483, ISSN: 1424-8220.
    • Moreno R., Vega J., Murari A., Dormido-Canto S., López J. M., Ramírez J. M. “Robustness and increased time resolution of JET Advanced Predictor of Disruptions”, Plasma Physics and Controlled Fusion, 2014, vol. 56, 114003 (8pp), 2014, ISSN: 0741-3335.
    • Vega J., Murari A., Dormido-Canto S., Moreno R., Pereira A., Acero A. “Adaptive high learning rate probabilistic disruption predictors from scratch for the next generation of tokamaks”, Nuclear Fusion, 2014, vol. 54, 123001 (1-17), ISSN: 0029-5515.
    • Farias G., Dormido-Canto S., Vega J., Santos M., Pastor I., Fingerhuth S., Ascencio J. “Iterative noise removal from temperature and density profiles in the TJ-II Thomson scattering”, Fusion Engineering and Design, 2014, vol. 89, pp: 761-765, ISSN: 0920-3796.
    • López J. M., Vega J., Alves D., Dormido-Canto S., Murari A., Ramírez J. M., Felton R., Ruíz M., de Arcas G. “Implementation of the Disruption Predictor APODIS in JET’s Real-Time Network Using the MARTe Framework”, IEEE Transactions on Nuclear Science, 2014, vol. 61, pp: 741-744 ISNN: 0018-9499.
    • Vega J., Dormido-Canto S., Cruz T., Ruiz M., Barrera E., Castro R., Murari A., Ochando M. “Real-time change detection in data streams with FPGAs”, Fusion Engineering and Design, 2014, vol. 89, pp: 644-648. ISSN 0920-3796.
    • Dormido-Canto S., Vega J., Ramírez J. M., Murari A., Moreno R., López J. M., Pereira A. “Development of an efficient real-time disruption predictor from scratch on JET and implications for ITER”, Nuclear Fusion, 2013, vol. 53, pp.: 1-8, ISSN: 0029-5515.
    • Vega J., Dormido-Canto S., López J. M., Murari A., Ramírez J. M., Moreno R., Ruíz M., Alves D., Felton R. “Results of the JET real-time disruption predictor in the ITER-like wall campaigns”, Fusion Engineering and Design, 2013, vol. 88, pp.: 1228-1231, ISSN: 0920-3796.
    • Lopez J. M., Vega J., Dormido-Canto S., Murari A., Ramirez J. M., Ruiz M., De Arcas G. “Integration and Validation of a Disruption Predictor Simulator in JET”, Fusion Science and Technology, vol. 63, pp. 26-33, 2013, ISSN: 1536-1055.
    • Makili L., Vega J., Dormido-Canto S. “Incremental support vector machines for fast reliable image recognition”, Fusion Engineering and Design, 2013, vol. 88, pp.: 1170-1173. ISSN: 0920-3796.
    • Farias G., Dormido-Canto S., Vega J., Pastor I., Santos M. “Application and Validation of Image Processing Algorithms to Reduce the Stray Light on the TJ-II Thomson Scattering Diagnostic”, Fusion Science and Technology, vol. 63, pp. 20-25, 2013, ISSN: 1536-1055.
    • Guinaldo M., Fábregas E., Farias G., Dormido-Canto S., Chaos D., Sánchez J., Dormido S. “A Mobile Robots Experimental Environment with Event-Based Wireless Communication”, Sensors, 2013, vol. 13, pp.: 9396-9413. ISSN: 1424-8220.
    • Dormido-Canto S., Farias G., Vega J., Pastor I. “Image processing methods for noise reduction in the TJ-II Thomson Scattering Diagnostic”, Fusion Engineering and Design, 2012, vol. 87, pp.: 2170-2173, ISSN: 0920-3796.
    • González S., Vega J., Murari A., Pereira A., Dormido-Canto S. “Automatic location of L/H transition times for physical studies with a large statistical basis”, Plasma Physics and Controlled Fusion, 2012, vol. 54, pp. 1-19, ISSN: 0741-3335.
    • Guinaldo M., Farias G., Fabregas E., Sánchez J., Dormido-Canto S., Dormido S. “An interactive simulator for networked mobile robots”, IEEE Network, 2012, vol. 26, pp. 14-20,  ISSN: 0890-8044.
    • González S., Vega J., Murari A., Pereira A., Dormido-Canto S., Ramírez J. M. “H/L transition time estimation in JET using conformal predictors”, Fusion Engineering and Design, 2012, vol. 87, pp.: 2084-2086, ISSN: 0920-3796.
    • Makili L., Vega J., Dormido-Canto S. “Active Learning Using Conformal Predictors: Application to Image Classification”, Fusion Science and Technology, 2012, vol. 62, pp. 347-355, ISSN: 1536-1055.
    • Sánchez J., Dormido-Canto S., Farias G., Godoy F., Dormido S. “Understanding Automatic Control Concepts by Playing Game”, International Journal of Engineering Education, 2011, vol. 27, no. 3, pp. 528-534, ISSN: 0949-149x/91.
    • Fabregas E., Farias G., Dormido-Canto S., Dormido S., Esquembre F. “Developing a Remote Laboratory for Engineering Education”, Computers & Education, 2011, vol. 57, no. 2, pp. 1686-1697, ISSN: 0360-1315.
    • Makili L., Vega J., Dormido-Canto S., Pastor I., Murari A. “Computationally efficient SVM multi-class image recognition with confidence measures”, Fusion Engineering and Design, 2011, vol. 86, pp.: 1213-1216. ISSN: 0920-3796.
    • Sánchez J., Dormido-Canto S., Vega J., Duro N., Dormido R., Dormido S. “Application of Event-Based Sampling Strategies for Fusion Research”, Fusion Science and Technology, 2010, vol. 58, pp. 666-674, ISSN: 1536-1055.
    • González S., Vega J., Murari A., Pereira A., Ramírez J. M., Dormido-Canto S. “Support Vector Machine-Based Feature Extractor for L/H transition in JET”, Review of Scientific Instruments, 2010, vol. 81, pp.: 10E123-1/10E123-3, ISSN: 0034-6748.
    • Vega J., Murari A., Rattá G., González S., Dormido-Canto S. “Progress on Statistical Learning Systems as Data Mining Tools for the Creation of Automatic Databases in Fusion Environments”, Fusion Engineering and Design, 2010, vol. 85, pp.: 399-402. ISSN: 0920-3796.
    • Ramírez J. M., Dormido-Canto S., Vega J. “Parallelization of Automatic Classification Systems Based on Support Vector Machines: Comparison and Application to JET Database”, Fusion Engineering and Design, 2010, vol. 85, pp.: 425-427. ISSN: 0920-3796.
    • Makili L., Vega J., Dormido-Canto S., Pastor I., Pereira A., Farias G., Portas A., Pérez-Risco D., Rodríguez-Fernández, Busch P. “Upgrade of the Automatic Analysis System in the TJ-II Thomson Scattering Diagnostic: New Image Recognition Classifier and Fault Condition Detection”, Fusion Engineering and Design, 2010, vol. 85, pp.: 415-418. ISSN: 0920-3796.
    • Martín J. A., Santos M., Farias G., Duro N., Sánchez J., Dormido R., Dormido-Canto S., Vega J., Vargas H. “Dynamic Clustering and Modelling Approaches for Fusion Plasma Signals”, IEEE Transaction on Instrumentation and Measurement, 2009, vol. 58, no. 9, pp.: 2969-2978. ISSN: 0018-9456.
    • Duro N., Dormido R., Vega J., Dormido-Canto S., Farias G.,  Sánchez J., Vargas H., Murari A. “Automated recognition system for ELM classification in JET”, Fusion Engineering and Design, 2009, vol. 84, pp.: 712-715. ISSN: 0920-3796.
    • Vargas H., Sánchez J., Duro N., Dormido R., Dormido-Canto S., Farias G., Dormido S., Esquembre F., Salzmann Ch., Gillet D. "A systematic Two-layer Approach to Develop Web-Based ExperimentationEnviroments for Control Engineering Education", Intelligent Automation and Soft Computing, 2008, vol. 14, no.4, pp.: 505-524. ISSN: 1079-8587.
    • Dormido-Canto S., Sánchez, J., Dormido S. “A New Control Laboratory Using Parallel Programming”, International Journal of Engineering Education, 2008, vol. 24, no. 6, pp.: 1170-1179. ISSN: 0949-149x/91.
    • Duro N., Dormido R., Vargas H., Dormido-Canto S., Sánchez, J., Farias G., Esquembre F., Dormido S. “An Integrated Virtual and Remote Control Lab: The Three-Tank System as a Case Study”, Computing in Science and Engineering Magazine, 2008, vol. 10, no. 4, pp.: 50-58. ISSN: 1521-9615.
    • Dormido-Canto S., Farias G., Vega J., Dormido R., Sánchez J., Duro N., Vargas H., Murari A. “Classifier based on Support Vector Machine for JET Plasma Configurations”, Review of Scientific Instruments, 2008, vol. 79, pp.: 10F326-1/10F326-3, ISSN: 0034-6748.
    • Dormido Canto S., Farias G., Dormido R., Sánchez J., Duro N., Vargas H., Vega J., Ratta G., Pereira A., Portas A. “Structural Pattern Recognition Methods Based on String Comparison for Fusion Databases”, Fusion Engineering and Design, 2008, vol. 83, pp.: 421-424. ISSN: 0920-3796.
    • Rattá G. A., Vega J., Pereira A., Portas A., De la Luna E., Dormido-Canto S., Farias G., Dormido R., Sánchez J., Duro N., Vargas H., Santos M., Pajares G., Murari A. “First Applications of Structural Pattern Recognition Methods to the Investigation of Specific Physical Phenomena at JET”, Fusion Engineering and Design, 2008, vol. 83, pp.: 467-470. ISSN: 0920-3796.
    • Dormido R., Vargas H., Duro N., Sánchez J., Dormido-Canto S., Farias G., Esquembre F., Dormido S. “Development of a Web-based Control Laboratory for Automation Technicians: The Three Tank System”, IEEE Transaction on Education, 2008, vol. 51, no. 1, pp.: 35-44. ISSN: 0018-9359.
    • Vega J., Pereira A., Portas A., Dormido-Canto S., Farias G., Dormido R., Sánchez J., Duro N., Santos M., Sánchez E., Pajares G. “Data Mining Technique for Fast Retrieval of Similar Waveform in Fusion Massive Databases”, Fusion Engineering and Design, 2008, vol. 83, pp.: 132-139. ISSN: 0920-3796.
    • Dormido-Canto S., Farias G., Vega J., Dormido R., Sánchez J., Duro N., Santos M., Martín J. A., Pajares G. “Search and Retrieval of Plasma Waveforms: Structural Pattern Recognition Approach”, Review of Scientific Instruments, 2006, vol. 77, pp.: 10F514-1/10F514-4, ISSN: 0034-6748.
    • Farias G., Dormido-Canto S., Vega J., Sánchez J., Duro N., Dormido R., Ochando M., Pajares G., Santos M. “Searching for patterns in TJ-II temporal evolution signals”, Fusion Engineering and Design, 2006, vol. 81, pp.: 1993-1997. ISSN: 0920-3796.
    • Duro N., Vega J., Dormido R., Farias G., Dormido-Canto S., Sánchez J., Santos M., Pajares G. “Automated clustering procedure for TJ-II experimental signals”, Fusion Engineering and Design, 2006, vol. 81, pp.: 1987-1991. ISSN: 0920-3796.
    • Dormido-Canto S., Vega J., Sánchez J., Farias G. “Information retrieval and classification with wavelets and support vector machines”, Lectures Notes in Computer Science, 2005, vol. 3562, pp.: 548-556, ISSN: 0302-9743.
    • Dormido-Canto S., Pérez de Madrid A., Dormido Bencomo S. “Parallel Dynamic Programming on Clusters of Workstations”, IEEE Transactions on Parallel and Distributed Systems, 2005, vol. 16, pp: 785-798, ISSN: 1045-9219.
    • Parrilla M., Aranda J., Dormido-Canto S. “Parallel Evolutionary Computation: Application of an EA to Controller Design”, Lectures Notes in Computer Science, 2005, vol. 3562, pp.: 153-162, ISSN: 0302-9743.
    • Dormido S., Dormido-Canto S., Dormido R., Sánchez J., Duro N. “The Role of Interactivity in Control Learning”, International Journal of Engineering Education, 2005, vol. 21, nº 6, pp: 1122-1133, ISSN: 0949-149x.
    • Sánchez J., Esquembre F., Martín C., Dormido S., Dormido-Canto S., Canto R. D., Pastor R., Urquía A. “Easy Java Simulations: An Open-Source Tool to Develop Interactive Virtual Laboratories Using MATLAB/Simulink”, International Journal of Engineering Education, 2005, vol. 21, nº 5, pp: 798-813, ISSN: 0949-149x.
    • Dormido-Canto S., Farias G., Dormido R., Vega J., Sánchez J., Santos M. “TJ-II Waveforms Analysis with Wavelets and Support Vector Machines”, Review of Scientific Instruments, 2004, vol. 75 (10), pp.: 4254-4257, ISSN: 0034-6748.

     
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