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Presentation Description Organization Personnel Activities Misc

Dr. Eugenio Francisco Sánchez Úbeda

Foto
Category: Assistant Professor
Research Area: Intelligent Systems Research Group
Association date: 01/Jul/1991
Location: SM26.D-304
Phone number: +34 91 542-2800 ext. 2706
E-mail: Eugenio.SanchezATiit.upcomillas.es

Areas of interest:
Data mining. Artificial Intelligence (automatic learning, decision trees, neural networks, fuzzy logic, genetic algorithms, heuristic search). Biometrics (optical character, image and speech recognition). Electric energy systems (bidding in competitive markets, forecasting, dynamic security assessment, transmission and subtransmission planning). Multi-agent systems.

Biography:
Eugenio Francisco Sánchez Úbeda received the Electronic Engineering degree and the Ph.D. Degree from the Comillas University, Madrid, Spain, in 1991 and 1999, respectively. He is a Research Fellow at the Institute for Research in Technology (IIT), and an Associate Professor at ICAI School of Engineering of Comillas University, where he is lecturer in Algorithms, Statistics and Data Analysis. Since 1991, he has been working in the field of automatic learning techniques and forecasting and its applications. He has participated actively in more than fifty research projects related to this field, in collaboration with European utilities.

Ph.D. Thesis

Developed:

    E.F. Sánchez-Úbeda (1999), Modelos para el análisis de datos: Contribuciones al aprendizaje a partir de ejemplos. Universidad Pontificia Comillas. Madrid (Spain).
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 1 Ph.D. thesis

Journal Publications

    A. Martín, J.M. Latorre, E.F. Sánchez-Úbeda, "Un puzle de 2 millones de dólares", Anales de Mecánica y Electricidad. vol. LXXXVII, no. IV, pp. 28-35, July 2010.
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    L. Sigrist, I. Egido, E.F. Sánchez-Úbeda, L. Rouco, "Representative operating and contingency scenarios for the design of UFLS schemes", IEEE Transactions on Power Systems. vol. 25, no. 2, pp. 906-913, May 2010.
    show more   JCR   DOI icon 10.1109/TPWRS.2009.2031839     JCR impact factor 2.678 (2011)

    N. Mosquera, J. Reneses, E.F. Sánchez-Úbeda, "Medium-term risk analysis in electricity markets: A decision-tree approach", International Journal of Energy Sector Management. vol. 2, no. 3, pp. 318-339, September 2008.
    show more   DOI icon 10.1108/17506220810892900    

    E.F. Sánchez-Úbeda, A. Berzosa, "Modeling and forecasting industrial end-use natural gas consumption", Energy Economics. vol. 29, no. 4, pp. 710-742, July 2007.
    show more   JCR   DOI icon 10.1016/j.eneco.2007.01.015      JCR impact factor 2.466 (2010)

    E.F. Sánchez-Úbeda, A. Muñoz, J. Villar, "Minería y visualización de datos del mercado eléctrico español", Inteligencia Artificial - Revista Iberoamericana de Inteligencia Artificial . vol. 10, no. 29, pp. 79-88, May 2006.
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    M. Manso, E.F. Sánchez-Úbeda, "Valoración de olas de frío y calor", Anales de Mecánica y Electricidad. vol. LXXXI, no. IV, pp. 20-25, July 2004.
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    J. Villar, A. Muñoz, E.F. Sánchez-Úbeda, "SGO: Sistema de información para la realización de ofertas en el mercado eléctrico español", Anales de Mecánica y Electricidad. vol. LXXXI, no. I, pp. 40-50, January 2004.
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    E. Centeno, B. Vitoriano, F.A. Campos, A. Muñoz, J. Villar, E.F. Sánchez-Úbeda, "A goal programming model for rescheduling of generation power in deregulated markets", Annals of Operations Research. vol. 120, no. 1-4, pp. 45-57, April 2003.
    show more   JCR   DOI icon 10.1023/A:1023366127386     JCR impact factor 0.840 (2011)

    E.F. Sánchez-Úbeda, "Algoritmos de ordenación (II)", Anales de Mecánica y Electricidad. vol. LXXVIII, no. III, pp. 18-24, May 2001.
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    E.F. Sánchez-Úbeda, "Algoritmos de ordenación (I)", Anales de Mecánica y Electricidad. vol. LXXVIII, no. II, pp. 28-33, March 2001.
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    E.F. Sánchez-Úbeda, "Aprendizaje automático a partir de ejemplos: árboles de decisión", Anales de Mecánica y Electricidad. vol. LXXIV, no. I, pp. 27-39, January 1997.
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    J. Alba, J.J. Sánchez-Quirós, E.F. Sánchez-Úbeda, E. Centeno, "Planificación de maniobras en redes eléctricas mediante búsquedas heurísticas", Novática. vol. 109, pp. 21-26, May 1994.
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 12 publications

Conference Papers

    P. Koponen, J. Ikäheimo, A. Vicino, A. Agnetis, G. De Pascale, N. Ruiz, J. Jimeno, E.F. Sánchez-Úbeda, P. García-González, R. Cossent, "Toolbox for aggregator of flexible demand", 2012 IEEE International Energy Conference and Exhibition (ENERGYCON 2012). ISBN: 978-1467314534, pp. 623-628, Florencia, Italy, 9-12 September 2012
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    E.F. Sánchez-Úbeda, A. Berzosa, "New variables to improve electricity and natural gas consumption forecasting: dynamic degree-days", 14th Conferencia de la Asociación Española para la Inteligencia Artificial - CAEPIA’11. ISBN: 978-3-642-25273-0, Tenerife, Spain, 7-11 November 2011
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    A. Gascon, E.F. Sánchez-Úbeda, "Application of multi-objective genetic algorithms to fitting piecewise linear models", 14th Conferencia de la Asociación Española para la Inteligencia Artificial - CAEPIA’11. ISBN: 978-3-642-25273-0, pp. 11, Tenerife, Spain, 7-11 November 2011
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    L. Sigrist, I. Egido, E.F. Sánchez-Úbeda, L. Rouco, "Representative contingency identification using data mining", 2008 IEEE 25th Convention of Electrical and Electronics Engineers. ISBN: 978-1-4244-2481-8, pp. 792-796, Eilat, Israel, 3-5 December 2008
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    N. Mosquera, J. Reneses, E.F. Sánchez-Úbeda, E. Centeno, "Electricity price forecasting model: application to the Italian electricity market", X Jornadas Hispano-lusas de Ingeniería Eléctrica. Madeira, Portugal, 4-6 July 2007
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    E.F. Sánchez-Úbeda, "Supervised Automatic Learning Models: A new Perspective", 6th DAA (Data Analysis in Astronomy) International Workshop. Pp. 255-263, ISBN-13 978-981-277-944-1. Erice, Italy, 15-22 April 2007
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    N. Mosquera, J. Reneses, J. Barquín, E.F. Sánchez-Úbeda, "Risk analysis in electricity markets by using decision trees", 9th International Conference on Probabilistic Methods Applied to Power Systems (PMAPS'06). ISBN: 978-91-7178-585-5, Estocolmo, Sweden, 11-15 June 2006
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    E.F. Sánchez-Úbeda, A. Muñoz, J. Villar, "Minería y visualización de datos del mercado eléctrico español", III Taller Nacional de Minería de Datos y Aprendizaje (TAMIDA’2005), dentro del I Congreso Español de Informática (CEDI’2005). PP. 289-297. ISBN: 84-9732-449-8. Granada, Spain, 13-16 September 2005
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    E.F. Sánchez-Úbeda, A. Berzosa, "Fuzzy reference model for daily outdoor air temperature", III Taller Nacional de Minería de Datos y Aprendizaje (TAMIDA’2005), dentro del I Congreso Español de Informática (CEDI’2005). Pp. 271-278. ISBN: 84-9732-449-8. Granada, Spain, 13-16 September 2005
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    J. Barquín, Á. Garro, E.F. Sánchez-Úbeda, S. Tejero, "A new model for electricity price series modelling and forward and volatility curves computation", 8th International Conference on Probability Methods Applied to Power Systems (PMAPS 2004), ISBN: 0-9761319-0-0, IEEE Catalog Number: 04EX853C. Ames, Iowa, U.S.A., 12-16 September 2004
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    M. Manso, C. Rodríguez-Morcillo, R. Palacios, E.F. Sánchez-Úbeda, "Construcción de mapas digitales tridimensionales a partir de la información contenida en mapas topográficos", X Conferencia de la Asociación Española para la Inteligencia Artificial - CAEPIA 2003, Vol. I, pp. 113-116, ISBN: 84-8373-564-4. San Sebastián, Spain, 12-14 November 2003
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    A. Mateo, E.F. Sánchez-Úbeda, A. Muñoz, J. García-González, J. Villar, M. Casado, A. Sáiz, E.J. García, R. González, "Modeling bidding curves: The linear hinges. Model versus the sigmo model", IEEE Power Tech. Conference, Vol. I, POM6-395, ISBN: 0-7803-7139-9. Oporto, Portugal, 10-13 September 2001
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    E.F. Sánchez-Úbeda, J. Peco, P. Raymont, T. Gómez, S. Bañales, A.L. Hernández, "Application of Data Mining Techniques to Identify Structural. Congestion Problems under Uncertainty", IEEE Power Tech. Conference, Vol. I, POM4-323, ISBN: 0-7803-7139-9. Oporto, Portugal, 10-13 September 2001
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    J. Villar, A. Muñoz, E.F. Sánchez-Úbeda, A. Mateo, M. Casado, F.A. Campos, J. Maté, E. Centeno, S. Rubio, J.J. Marcos, R. González, "SGO: Management information system for strategic bidding in electrical markets", IEEE Power Tech. Conference, Vol. I, POM6-394, ISBN: 0-7803-7139-9. Oporto, Portugal, 10-13 September 2001
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    M.A. Sanz-Bobi, J. Villar, E.F. Sánchez-Úbeda, G. Plaza, L.F. Robledano, S. Revuelta, A. Kazi, "DIAMOND: Multi-agent environment for intelligent diagnosis in power systems", International Conference on Intelligent Systems Application to Power Systems, ISAP 2001. Budapest, Hungary, 18-21 June 2001
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    F.A. Campos, E. Centeno, A. Muñoz, J. Villar, B. Vitoriano, E.F. Sánchez-Úbeda, "Optimización del Redespacho de las Unidades Térmicas", 7ª Jornadas Hispano-lusas de Ingeniería Eléctrica, Vol. III, pp. 75-82. ISBN: 84-95821-00-1, Madrid, Spain, 4-6 July 2001
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    A. Mateo, E.F. Sánchez-Úbeda, A. Muñoz, J. Villar, A. Saiz-Chicharro, J.T. Abarca, E. Losada, "Strategic bidding under uncertainty using genetic algorithms", PMAPS2000: 6th International Conference on Probabilistic Methods Applied to Power Systems, , ISBN: 972-95194-1-2. ISBN: 972-95194-1-2, Funchal, Madeira, Portugal, 25-28 September 2000
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    E.F. Sánchez-Úbeda, L. Wehenkel, "Automatic fuzzy-rules induction by using the ORTHO model", IPMU'2000, Information Processing and Management of Uncertainty in Knowledge-Based Systems, Vol. III, pp. 1652-1659, ISBN Vol III: 84-95479-05-2, ISBN Obra completa: 84-95479-02-8. Madrid, Spain, 3-7 July 2000
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    E.F. Sánchez-Úbeda, J. García-González, "Management of sealed-bid auction curves: Applications of the Linear Hinges Model", Proceedings of IPMU'2000, Information Processing and Management of Uncertainty in Knowledge-Based Systems, Vol. II, pp. 917-924, ISBN Vol II: 84-95479-04-4, ISBN Obra completa: 84-95479-02-8. Madrid, Spain, 3-7 July 2000
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    M.A. Sanz-Bobi, E.F. Sánchez-Úbeda, J. Villar, S. Revuelta, A. Kazi, "Multi-agent diagnosis systems in industry", 1st IFAC Workshop on Multi-Agent-Systems in Production - MAS'99. Viena, Austria, 2-4 December 1999
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    P. Tejedor, J. Martínez, E.F. Sánchez-Úbeda, "Reordenación de los ejemplos en fuzzy-ARTMAP para ganar robustez y disminuir el número de categorías: Aplicación a la extracción automática de reglas", Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA '99, pp. 158-165, ISBN: 931170-0-5. ISBN: 931170-0-5, Murcia, Spain, 16-19 November 2000
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    J. Peco, E.F. Sánchez-Úbeda, T. Gómez, "Enhancing optimal transmission or subtransmission planning by using decision trees", IEEE Power Tech '99 Conference, Paper BPT99-304-16, ISBN: 0780358376. ISBN: 0-7803-5836-8, Budapest, Hungary, 29 August - 2 September 1999
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    J. Peco, T. Gómez, E.F. Sánchez-Úbeda, "Modelo de planificación de una red de alta tensión de distribución", 6ª Jornadas Hispano-Lusas de Ingeniería Eléctrica. ISBN: 84-920984-2-2, Lisboa, Portugal, 7-9 July 1999
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    E.F. Sánchez-Úbeda, L. Wehenkel, "The Hinges model: A one-dimensional continuous piecewise polynomial model", Information Processing and Management of Uncertainty in Knowledge-Based Systems - IPMU'98. ISBN: 2-84254-013-1, pp. 878-885, París, France, 6-10 July 1998
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    E.F. Sánchez-Úbeda, J. Alba, "Un nuevo enfoque de los algoritmos de construcción de árboles de decisión: Tratamiento de información adicional", VI Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA'95, ISBN: 84-920982-0-1. Alicante, Spain, 15-17 November 1995
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    J. Alba, E.F. Sánchez-Úbeda, E. Centeno, M. Torá, A. Reig, F. Aparcero, "A Switching Operations Planner for Subtransmision Networks", 11th Power System Computation Conference (PSCC). Avignon, France, 30 August-3 September 1993
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 26 publications

Books and Book chapters

    A. Muñoz, E.F. Sánchez-Úbeda, A. Cruz, J. Marín, "Short-term Forecasting in Power Systems: A guided Tour", en Handbook of Power Systems II. Editores Pardalos, P.M.; Rebennack, S.; Pereira, M.V.F y Iliadis, N.A.. Ed. Springer. Berlín, Germany, 2010.
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    E.F. Sánchez-Úbeda, Y. González, R. Hijón-Neira, "Desarrollo del software y sostenibilidad", en El Ingeniero del ICAI y el desarrollo sostenible. Editores Sancha Gonzalo, J.L. et al.. Ed. Asociación Nacional de Ingenieros del ICAI. Madrid, Spain, 2009.
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 2 books

Projects

    Tools for identifying patterns of behavior related to the consumption of internet content. Feasibility study, developed for: Zoomnews. Apr/2013-Jun/2013
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    Technical assistance in the use of the tools EXLA and SIROCO, developed for: Endesa. Nov/2012-Dec/2013
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    Optimal bidding strategies for the seconadary reserve market, developed for: Endesa. Feb/2012-Sep/2012
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    Application of data mining techniques for the monitoring and analysis of the Spanish electricity market, developed for: Endesa. Jan/2012-Dec/2012
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    Integration of forecasting tools at Enagas. Application to the medium-term forecasting tool for conventional demand, developed for: Indra. Jun/2011-Sep/2013
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    Optimal bidding strategies for the seconadary reserve market, developed for: Endesa. Mar/2011-Dec/2011
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    Application of data mining techniques for the monitoring and analysis of the Spanish electricity market, developed for: Endesa. Jan/2011-Dec/2011
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    Analysis and identification of improvements in the forecasting and bidding process for the Spanish secondary reserve electricity market, developed for: Endesa. Oct/2010-Dec/2010
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    Feasibility study and specification of a fast start system of gas turbines for secondary regulation, developed for: Endesa. Sep/2010-Aug/2012
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    DELFOS-E: short-term forecasting of the Spanish natural gas consumption of the combined cycle power plants, developed for: Indra. Jun/2010-Nov/2011
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    Analysis and identification of possible strategies to improve the human-based recognition process in free-flow toll roads, developed for: Indra Sistemas S.A.. Mar/2010-May/2010
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    Monitoring and diagnostic analysis of the Spanish electricity market, developed for: Endesa. Jan/2010-Dec/2010
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    Development of new algorithms for monitoring the Spanish electricity market, developed for: Endesa. Apr/2009-Dec/2009
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    Standard advanced toll (2nd phase): Development and integration of the modular system, developed for: Ministerio de Industria Turismo y Comercio. Jan/2009-Dec/2010
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    Development of an explanatory model for the daily electricity load, developed for: Eon. Sep/2008-Dec/2008
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    Standard advanced toll: Development and integration of the modular system, developed for: Ministerio de Industria Turismo y Comercio. Jun/2008-Dec/2008
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    Active distribution networks with full integration of demand and distributed energy resources, developed for: Comisión Europea. Jun/2008-May/2013
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    Development of new algorithms for monitoring the Spanish electricity market, developed for: Endesa. Feb/2008-Feb/2009
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    Load and distributed generation forecasting for an efficient management of distribution networks, developed for: Everis. Sep/2007-Mar/2009
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    Analysis of the natural gas demand, developed for: Comisión Nacional de Energía (CNE). Sep/2007-Jul/2008
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    Development of a dynamic simulator for the transport gas network, developed for: Socoin ingeniería y construcciones industriales. Jun/2007-Oct/2007
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    Analysis of the operation of the Spanish electricity market, developed for: Indra-Endesa. Feb/2007-Dec/2007
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    Report module to visualize the forecast of natural gas demand, developed for: ENAGAS. Jan/2007-Dec/2007
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    Price estimation in the Italian electricity market - Valore Italia 2007, developed for: Endesa Italia. Jan/2007-Dec/2007
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    Integrate platform for automatic analysis and validation of highway traffic images, developed for: Ministerio de Industria Turismo y Comercio. Jan/2007-Dec/2008
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    Develoment of an intelligent electricity market analysis tool for the optimal management of generation and ancillary services, developed for: Global 3. Oct/2006-Jul/2007
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    VALORE ITALIA 2006, developed for: Endesa Italia. Apr/2006-Dec/2006
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    New developments in the Secondary Reserve Forecasting System SIPREBAN, developed for: Indra-Endesa. Jun/2005-Jul/2006
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    Analysis of the connection rules for solving network constraints and estimation of the demand decomposition coefficients, developed for: Indra-Endesa. Feb/2005-Sep/2005
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    New developments of the information system for the management of analysis and forecasts in the Spanish electricity market (SGAP), developed for: Indra-Endesa. Feb/2005-Sep/2005
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    Maintenance of the SGO integrated bidding computer system developed for the Spanish electricity market (2005), developed for: Indra-Endesa. Nov/2004-Dec/2005
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    Development of a short term wind generation forecasting tool based on artificial neural networks, developed for: Gamesa Energía. Oct/2004-May/2005
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    Tools for power system operation and power system operation planning, developed for: Indra. Sep/2004-Jul/2005
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    Development of intelligent algorithms to improve recognition rates in an automatic toll collection facility based on artificial vision (VNE), developed for: Indra. Jul/2004-Dec/2004
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    Development of intelligent algorithms to improve recognition rates in an automatic toll collection facility based on artificial vision (AVSUR), developed for: Indra. Jul/2004-Dec/2004
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    Analysis and improvement of the accuracy in an automatic toll collection facility based on artificial vision (VNE), developed for: Indra. Jun/2004-Sep/2004
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    Maintenance and new developments for Viesgo Tools, developed for: Viesgo. Apr/2004-Mar/2005
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    Development of an information system for the management of analysis and forecasts in the Spanish electricity market, developed for: Indra-Endesa. Feb/2004-Jan/2005
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    MADE, a forecasting tool designed to produce medium-term predictions of natural gas consumption, developed for: ENAGAS. Oct/2003-Oct/2006
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    Analysis and improvement of the accuracy in an automatic toll collection facility based on artificial vision, developed for: Indra. Sep/2003-Oct/2003
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    Development of an information system for the management of analysis and forecasts in the Spanish electricity market, developed for: Endesa. Jan/2003-Jan/2004
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    SGO: Development of an integrated bidding computer system for the Spanish electricity market, developed for: Endesa. Jan/2003-Jan/2004
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    Not Available, developed for: Viesgo. Oct/2002-Dec/2002
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    PATRONES NIVEL-1, a forecasting tool designed to produce medium-term predictions of the total Spanish natural gas consumption, developed for: ENAGAS. Jun/2002-Jun/2003
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    SGO: Development of an integrated bidding computer system for the Spanish electrical market, developed for: Endesa. Jan/2002-Jan/2003
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    Risk Management in Energy Markets, developed for: Endesa. Jan/2002-Dec/2003
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    Integrated resources management in the electricity market with weekly scope, developed for: Viesgo. Jan/2002-Dec/2002
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    A software tool for forecasting demand gas patterns, developed for: SEMA. May/2001-Jun/2002
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    SGO: Development of an integrated bidding computer system for the Spanish electrical market, developed for: Endesa. Jan/2001-Jan/2002
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    VAROPE. Assessment of the risk of electrical power systems operation, developed for: Endesa. Jan/2001-Dec/2001
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    Application of data mining techniques to identify structural congestion problems in a situation of uncertainty, developed for: EDF (Electricité de France). Mar/2000-Jun/2001
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    Development of new methods and tools for the operation of electrical power systems under competition (III-1): Bidding computer system SGO, developed for: Endesa Servicios. Jan/2000-Jan/2001
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    Development and improvement of simulation tools for planning, regulation and risk management applications (COSME-2000), developed for: Endesa. Jan/2000-Dec/2000
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    , developed for: Endesa. Jan/1999-Dec/1999
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    DIAMOND. Distributed architecture for monitoring and diagnosis, developed for: Comisión Europea (Programa SPRIT 28735). Dec/1998-Jun/2001
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 55 projects

Recent Training Courses

    Course on analysis and forecast of electricity markets with the intelligent data analysis tool (IDAT), developed for: Endesa. Oct/2012-Dec/2012
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    Estadística aplicada a mercados energéticos, in . Endesa, Madrid (Spain). Jun 2012 - Jun 2012.

    Course on Analysis and Forecast of Electricity Markets with the Intelligent Data Analysis Tool (IDAT), developed for: Global 3 Energía. Nov/2011-Dec/2011
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    Métodos y modelos de decisión, in Máster en Administración de Empresas e Ingeniería de Organización (MBAE). Escuela Técnica Superior de Ingenieros de Caminos, Canales y Puertos de la Universidad Castilla-La Mancha, Ciudad Real (Spain). May 2010 - May 2010.

    Métodos y modelos de decisión, in Máster en Administración de Empresas e Ingeniería de Organización (MBAE). Escuela Técnica Superior de Ingenieros de Caminos, Canales y Puertos de la Universidad Castilla-La Mancha, Ciudad Real (Spain). Mar 2009 - Mar 2009.

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Recent other Activities

    Organization of "8th Workshop on Industrial Systems and Energy Technologies- JOSITE'2012". Universidad Pontificia Comillas. Madrid (Spain). Jul 2012.

    Organization of "7th Workshop on Industrial Systems and Energy Technologies- JOSITE'2011". Universidad Pontificia Comillas. Madrid (Spain). Jun 2011.

    Miembro del Comité del programa del I Workshop on Time Series. Red española de Series Temporales. Tenerife (Spain). May - Nov 2011.

    Miembro de la Red española de Series Temporales. Universidad de Granada y Universidad de Pablo de Olavide. Granada (Spain). Sep 2010 - Sep 2011.

    Miembro de la Red Española de Minería de Datos y Aprendizaje (TIC2002-11124-E). Ministerio de Ciencia y Tecnología. Madrid (Spain). Sep 2010 - Sep 2011.

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