Ph.D. Thesis Developed:
J. Villar (1997), Aplicación de la teoría de conjuntos borrosos al diagnostico de procesos industriales. Universidad Pontificia Comillas. Madrid (Spain). Supervised:
F.A. Campos (2006), Modelo Posibilista del Mercado de Energía Eléctrica a Medio Plazo en un
Entorno Liberalizado. Universidad Pontificia Comillas. Madrid (Spain).
A.P. Cucala (2003), Aplicación de la teoria de la posibilidad al análisis de planificabilidad de sistemas de tiempo real. Universidad Pontificia Comillas. Madrid (Spain). 3 Ph.D. thesis
Journal Publications
C.A. Díaz, F.A. Campos, J. Villar, M.A. Rodríguez García, "Endogenous computation of conjectured supply functions with network constraints", Electric Power Systems Research. vol. 90, pp. 117-125, September 2012.
R. Herranz, A. Muñoz, J. Villar, F.A. Campos, "Optimal demand-side bidding strategies in electricity spot markets", IEEE Transactions on Power Systems. vol. 27, no. 3, pp. 1204-1213, August 2012.
C.A. Díaz, J. Villar, F.A. Campos, M.A. Rodríguez García, "A new algorithm to compute conjectured supply function equilibrium in electricity markets", Electric Power Systems Research. vol. 81, no. 2, pp. 384-392, February 2011.
C.A. Díaz, J. Villar, F.A. Campos, J. Reneses, "Electricity market equilibrium based on conjectural variations", Electric Power Systems Research. vol. 80, no. 12, pp. 1572-1579, December 2010.
F.A. Campos, J. Villar, J. Barquín, "Solving Cournot equilibriums with variational inequalities algorithms", IET Generation Transmission & Distribution. vol. 3, no. 8, pp. 1-13, August 2009.
I.J. Pérez-Arriaga, A. Muñoz, E. Centeno, J. Villar, "Una historia de éxito en la transferencia de resultados de investigación a la industria. 25 años de Investigación en Ingeniería en el IIT", Anales de Mecánica y Electricidad. vol. LXXXVI, no. II, pp. 48-56, March 2009.
F.A. Campos, J. Villar, J. Barquín, J. Reneses, "Variational inequalities for solving possibilistic risk-averse electricity market equilibrium", IET Generation Transmission & Distribution. vol. 2, no. 5, pp. 632-645, September 2008.
F.A. Campos, J. Villar, J. Barquín, J. Ruipérez, "Robust mixed strategies in fuzzy non-cooperative Nash games", Engineering Optimization. vol. 40, no. 5, pp. 459-474, May 2008.
J. García-González, A. Muñoz, F.A. Campos, J. Villar, "Connecting the intraday energy and reserve markets by an optimal redispatch", IEEE Transactions on Power Systems. vol. 22, no. 4, pp. 2220-2231, November 2007.
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.
F.A. Campos, J. Villar, J. Barquín, "Robust Cournot strategies in electricity markets using possibilistic optimization", WSEAS Transactions on Business and Economics. vol. 3, no. 3, pp. 93-100, March 2006.
F.A. Campos, J. Villar, J. Barquín, "Application of possibility theory to robust Cournot equilibriums in electricity market", Probability in the Engineering and Informational Sciences. vol. 19, no. 4, pp. 519-531, October 2005.
F.A. Campos, J. Villar, M. Jiménez, "Robust solutions using fuzzy chance constraints", Engineering Optimization. vol. 38, no. 6, pp. 627-645, September 2005.
H. Wörn, T. Längle, M. Albert, A. Kazi, A. Brighenti, S. Revuelta, C. Senior, M.A. Sanz-Bobi, J. Villar, "DIAMOND - Distributed Multi-Agent Architecture for Monitoring and Diagnosis", Production, Planning and Control. vol. 15, no. 2, pp. 189-200, March 2004.
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.
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.
M.A. Sanz-Bobi, R. Palacios, J. Villar, A. Arenas, "Prototipo de bomba de calor por efecto Peltier para aplicaciones de climatización", Anales de Mecánica y Electricidad. vol. IX, no. 3, pp. 251-253, September 1992. 17 publications
Conference Papers
F.A. Campos, J. Villar, C.A. Díaz, A. Contreras, "Solving conjectured multi-leader-follower equilibriums for electricity markets with quadratic optimization problems", 9th International Conference on the European Energy Market - EEM 12. ISBN: 978-1-4673-0832-8, Florencia, Italy, 10-12 May 2012
J. Villar, C.A. Díaz, J. Arnau, F.A. Campos, "Impact of plug-in-electric vehicles penetration on electricity demand, prices and thermal generation dispatch", 9th International Conference on the European Energy Market - EEM 12. ISBN: 978-1-4673-0832-8, Florencia, Italy, 10-12 May 2012
C.A. Díaz, F.A. Campos, J. Villar, "Impact of the electricity contracts on the generators’ strategic behavior", 9th International Conference on the European Energy Market - EEM 12. ISBN: 978-1-4673-0832-8, Florencia, Italy, 10-12 May 2012
J. Villar, F.A. Campos, C.A. Díaz, "Short term constraints for a long term joint energy and reserve equilibrium", 8th International Conference on the European Energy Market - EEM11. ISBN: 978-1-61284-284-4, pp. 81-86, Zagreb, Croatia, 25-27 May 2011
C.A. Díaz, F.A. Campos, J. Villar, M.A. Rodríguez García, "Fundamental conjectured supply function equilibrium: application to the Iberian system", 8th International Conference on the European Energy Market - EEM11. ISBN: 978-1-61284-284-4, pp. 232-237, Zagreb, Croacia, 25-27 May 2011
F.A. Campos, J. Villar, C.A. Díaz, "Curve fitting with mixed integer programming: applications to electricity markets models", 8th International Conference on the European Energy Market - EEM11. ISBN: 978-1-61284-284-4, pp. 238-243, Zagreb, Croatia, 25-27 May 2011
J. Villar, F.A. Campos, C.A. Díaz, J. González del Santo, A. Díaz Casado, M.A. Rodríguez García, P. Rodríguez Fernández, "MORSE: Tools for long-term strategic analysis of the Spanish electricity sector", 7th Conference on the European Energy Market - EEM10. ISBN: 978-1-4244-6838-6, Madrid, Spain, 23-25 June 2010
J. Villar, F.A. Campos, C.A. Díaz, "Forecasting medium and long term electricity prices", 30th International Symposium on Forecasting. San Diego, U.S.A., 20-23 June 2010
J. Villar, F.A. Campos, C.A. Díaz, "Tools for long term strategic Spanish electricity sector analysis", 23rd European Conference on Operational Research. Bonn, Germany, 5-8 July 2009
C.A. Díaz, F.A. Campos, J. Villar, "Linear supply functions determination in electricity market equilibrium", XIV Congreso Latino Ibero Americano de Investigación de Operaciones - CLAIO 2008. ISBN: 978 958 825283-4. Asociación Latino-Americana de Investigación de Operaciones. Cartagena de Indias, Colombia, 9-12 September 2008
F.A. Campos, J. Villar, J. Barquín, "Possibilistic Cournot equilibrium for electricity markets", 7th WSEAS International Conference on Fuzzy Systems (FS'06), pp. 43-48. ISBN: 960-8457-46-7, Cavtat, Croatia, 12-14 June 2006
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
F.A. Campos, J. Villar, J. Barquín, "Application of possibility theory to robust Cournot equilibriums in electricity market", 8th International Conference on Probability Methods Applied to Power Systems - PMAPS. Iowa State University. ISBN: 0-9761319-1-9, Ames, Iowa, U.S.A., 12-16 September 2004
F.A. Campos, J. Villar, "Medium-Term electricity generation with fuzzy availability", Second International Conference on Soft Methods in Probability and Statistics (SMPS), pp. 685-692. ISBN: 978-3-540-22264-4, Oviedo, Asturias, Spain, 2-4 September 2004
F.A. Campos, J. Villar, "Robust solutions with fuzzy linear chance constrained programming", 10th Congress of International Association for fuzzy -Set Management and Economy: "Emergent Solutions for the Information and Knowledge Economy". ISBN: 84-9773-070-4, León, Spain, 9-11 October 2003
A.P. Cucala, J. Villar, "Schedulability Analysis of Real-Time Systems under Uncertainty: Fuzzy Approach", International Conference IMPMU'2002 Congress. Annecy, France, 1-5 July 2002
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
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
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
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
A.P. Cucala, J. Villar, "Fuzzy schedulability analysis of real time systems", 2001 WSES International Conference on: Fuzzy Sets & Fuzzy Systems (FSFS'01). Tenerife, Spain, 11-15 February 2001
J. Villar, M.A. Sanz-Bobi, "Semantic analysis of fuzzy models, application to Yager models", 2001 WSES International Conference on: Fuzzy Sets & Fuzzy Systems (FSFS'01). ISBN: 960-8052-25-4, Tenerife, Spain, 11-15 February 2001
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
A.P. Cucala, J. Villar, "Graphical fuzzy algebra applied to schedulability analysis of real time systems", IPMU 2000 - 8th International Conference on Information Processing and Management of Uncertainty in Knowledge Based Systems. ISBN: 84-95479-02-8, Madrid, Spain, 3-7 July 2000
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
A. Muñoz, C. Lozano, J. Villar, C. Fernández, M.A. Sanz-Bobi, J. Bodelón, R. Cardiel, "SINBAD: On line detection on unbalanced energy measurements in power network nodes", 13th Power Systems Computing Conference (PSCC'99). Trondheim, Norway, 28 June - 2 July 1999
J. Villar, M.A. Sanz-Bobi, "Aplicación de la teoría de conjuntos borrosos al diagnóstico de procesos industriales", VI Congresso Ibero-Americano de Inteligencia Artificial (IBERAMIA'98). I Concurso Ibero-Americano de Teses e Dissertações em Inteligência Artificial (CTDIA'98). Lisboa, Portugal, 6-9 October 1998
J. Villar, "Firing conditions of fuzzy rules, generalised possibility and necessity measures", 6th IEEE International conference on Fuzzy Systems. Barcelona, Spain, 1-5 July 1997
M.A. Sanz-Bobi, A. García-Cerrada, R. Palacios, J. Villar, J. Rolán, B. Morán, "Experiencies learned from on-line internal monitoring of the behaviour of a transformer", IEEE International Electrical Machines & Drives Conference. ISBN: 0-7803-3946-0, pp. TC3/11.1 - TC3/11.3, Milwaukee, U.S.A., 18-21 May 1997
J. Villar, "Conditions for equivalence between the compositional rule of inference and the compatibility modification inference", Fifth IEEE International conference on Fuzzy Systems. New Orleans, Louisiana, U.S.A., 8-11 September 1996
R. Palacios, M.A. Sanz-Bobi, J. Villar, A. Arenas, "Prototype of heat pump based on Peltier effect. Results of performance tests", Second European Workshop on Thermoelectrics. Nancy, France, 7-8 November 1995
A. Muñoz, J. Villar, M.A. Sanz-Bobi, "Neural network approach to the diagnosis of the boiler combustion in a coal power plant", Power-Gen Europe '95. Amsterdam, Netherlands, 16-18 May 1995
J. Villar, M.A. Sanz-Bobi, "Análisis de los rasgos característicos de las funciones de implicación según su comportamiento en un sistema borroso", IV Congreso Español sobre Tecnologías y Lógica Fuzzy. Blanes, Girona, Spain, 14-16 September 1994
M.A. Sanz-Bobi, J. Villar, A. Muñoz, A. Gimeno, "SEDFIPA: Diagnosis expert system of the preheating circuit in a coal power plant", 2nd World Congress on Expert Systems. Estoril, Portugal, 9-15 January 1994
M.A. Sanz-Bobi, J. Villar, A. Muñoz, A. Gimeno, "SEDFIPA: Sistema experto de diagnóstico del circuito de precalentamiento de agua de una central térmica", V Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA 93. Madrid, Spain, 16-18 November 1993
A. Muñoz, J. Villar, M.A. Sanz-Bobi, "Sistema de monitorización y supervisión de la llama de la caldera de una central térmica basado en redes neuronales", V Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA 93. Madrid, Spain, 16-18 November 1993
M.A. Sanz-Bobi, A. García-Cerrada, R. Palacios, J. Villar, J. Rolán, A.M. Alonso, J.C. Burgos, "TRAFES: Sistema experto de diagnóstico de transformadores de potencia", 3as Jornadas Hispano-Lusas de Ingeniería Eléctrica, Vol. III, pp. 1205-14. ISBN: 84-604-6840-2, Barcelona, Spain, 1-3 July 1993
M.A. Sanz-Bobi, R. Palacios, J. Villar, A. Arenas, "Prototype of heat pump based on Peltier effect for applications in ambient temperature conditioning", XI International Conference on Thermoelectrics. University of Texas. Austin, TX, U.S.A., 7-9 October 1992
M.A. Sanz-Bobi, R. Palacios, J. Villar, A. Arenas, "Prototipo de bomba de calor por efecto Peltier para aplicaciones de climatización", X Congreso Nacional de Ingeniería Mecánica. Madrid, Spain, 16-18 September 1992
A. Muñoz, J. Villar, J. Alba, "SIMCC: simulador cualitativo basado en restricciones", IV Reunión Técnica de la Asociación Española para la Inteligencia Artificial (AEPIA 91). Madrid, Spain, 23-25 October 1991
40 publications
Books and Book chapters
M. Muñoz, R. Giannetti, A. Muñoz, J. Villar, "TIC y sostenibilidad en el ámbito de la salud", 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.
A. Muñoz, J. Villar, M.A. Sanz-Bobi, A. Gimeno, L. Zarauza, "Neural Network approach to the diagnosis of the boiler combustion in a coal power plant", en Industrial Applications of Neural Networks. Editores F. Fogelman Soulié and P. Gallinari. Ed. World Scientific. River Edge, NJ, USA, 1998.
2 books
Projects
MORSE: regulatory analysis and tariffs design, ancillary services assessment and European market equilibrium, developed for: Endesa.
Jan/2013-Dec/2013
MORSE: energy and reserve market, network constraints and investments signals, developed for: Endesa.
Jan/2012-Dec/2012
MORSE: energy and reserve equilibrium and network constrained equilibrium, developed for: Endesa.
Jan/2011-Dec/2011
Quantitative analysis of the deviations of the Spanish Electric Power System, developed for: EGL Energía Iberia, S.L..
Sep/2010-Dec/2010
MORSE: strategic analysis of the Spanish electricity sector. Equilibrium with network and zonal constraints, new technologies and relationships with other industrial sectors, developed for: Endesa.
Jan/2010-Dec/2010
Optimal management of wind power generation in the Spanish electricity market, developed for: EGL España S.L..
Jul/2009-Jul/2010
New models and tools in MORSE for strategic analysis of the Spanish electricity sector, developed for: Endesa.
Feb/2009-Feb/2010
Standard advanced toll (2nd phase): Development and integration of the modular system, developed for: Ministerio de Industria Turismo y Comercio.
Jan/2009-Dec/2010
Standard advanced toll: Development and integration of the modular system, developed for: Ministerio de Industria Turismo y Comercio.
Jun/2008-Dec/2008
Optimal management of wind power generation in the Spanish electricity market, developed for: EGL España S.L..
May/2008-Nov/2008
New advanced analysis and developments in MORSE (simplified model of the electricity Spanish sector) and in SGP (Forecast Management System), developed for: Endesa.
Feb/2008-Feb/2009
Simulation models for intelligent electricity distribution networks, developed for: Everis.
Jun/2007-Sep/2009
Platform for integral intelligent management of offers and demands of parking places, developed for: Tuplaza Movilida y Desarrollo S.L .
May/2007-Mar/2008
MORSE: Simplified model of the electricity Spanish sector, for strategic medium and long term analysis, developed for: Indra-Endesa.
Feb/2007-Feb/2008
Platform for integral intelligent management of offers and demands of parking places, developed for: Ministerio de Industria, Turismo y Comercio.
Sep/2006-Apr/2007
Design and development of a flexible information system for technological prospective studies., developed for: Comisión Europea (IPTS).
Jan/2006-Jan/2007
Sensibility and multiscenario analysis of the economic forecast results of Endesa, developed for: Indra-Endesa.
Jan/2006-Jan/2007
Putting in operation and improvements of the settlement system for wind energy contracts of W2M, developed for: Wind to Market, S.A..
Nov/2005-Apr/2006
Advanced procedures to access data for the W2M analysis system, developed for: Wind to Market, S.A..
Nov/2005-Sep/2006
Development of an intelligent electricity market analysis tool for wind power management, developed for: Wind to Market, S.A..
Oct/2005-Sep/2006
Advanced procedures for accessing data in the W2M/Casandra information system, developed for: Wind to Market, S.A..
May/2005-Jul/2005
Extension and improvement of the forecast and analysis tools of the forecast Management System (SGP), developed for: Indra-Endesa.
Jan/2005-Jan/2006
AQUARIOS: Quantitative Risk Analysis for Tunnels in Road Networks, developed for: TEKIA Consultores.
Dec/2004-May/2005
Maintenance of the SGO integrated bidding computer system developed for the Spanish electricity market (2005), developed for: Indra-Endesa.
Nov/2004-Dec/2005
Settlement system for wind energy contracts in the Spanish electricity market, developed for: Wind to Market, S.A..
Oct/2004-Feb/2006
Consultancy for AESL about the Spanish electricity market, developed for: AESL.
Oct/2004-Jan/2005
SGO: Development of an integrated bidding computer system for the Spanish electricity market, developed for: Endesa.
Feb/2004-Jul/2004
Development of new algorithms and tools integrated into the System for analysis and monitoring of economic and energetic outcomes of Endesa (SGS), developed for: Endesa.
Jan/2004-Jan/2005
Development of new algorithms and tools integrated into the forecast Management System (SGP), developed for: Endesa.
Jan/2004-Jan/2005
Maintenance of the SGO integrated bidding computer system developed for the Spanish electricity market (2004), developed for: Indra-Endesa.
Jan/2004-Oct/2004
Wind energy management in the spanish electricity market, developed for: Gamesa Energías Renovables S.A.- Sociedad Unipersonal.
Jul/2003-Jun/2004
Development of an information system for the management of analysis and forecasts in the Spanish electricity market, developed for: Endesa.
Jan/2003-Jan/2004
SGO: Development of an integrated bidding computer system for the Spanish electricity market, developed for: Endesa.
Jan/2003-Jan/2004
Integration of the analysis and monitoring of economic and energetic outcomes in the SGP Information System, developed for: Endesa.
Jan/2003-Jan/2004
Development of the forecast and the analysis modules of the Forcast Management System (SGP), developed for: Endesa.
Jan/2003-Jan/2004
Integration of the analysis and monitoring of economic and energetic outcomes in the SGP Information System, developed for: Endesa.
Apr/2002-Nov/2002
SGO: Development of an integrated bidding computer system for the Spanish electrical market, developed for: Endesa.
Jan/2002-Jan/2003
Development of the forecast and the analysis modules of the Forcast Management System (SGP), developed for: Endesa.
Jan/2002-Jan/2003
SGO: Development of an integrated bidding computer system for the Spanish electrical market, developed for: Endesa.
Jan/2001-Jan/2002
SGP: Development of an information system for the management of forecasts, developed for: Endesa.
Jan/2001-Jan/2002
Specification of management system for planning forecasts (SGP), developed for: Endesa.
Nov/2000-Dec/2000
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
The study of energy recuperation of residual heat in industrial and domestic sectors using devices based on thermoelectricity, developed for: Ministerio de Educación y Cultura.
Dec/1999-Dec/2002
, developed for: Endesa.
Jan/1999-Dec/1999
DIAMOND. Distributed architecture for monitoring and diagnosis, developed for: Comisión Europea (Programa SPRIT 28735).
Dec/1998-Jun/2001
ODISEO: Optimization and diagnosis of the operation of coal power plants using expert systems, developed for: Unión Fenosa.
Apr/1998-Sep/1999
SEVILLA: Expert system for on-line monitoring of the flame of a boiler in a coal power plant, developed for: Unión Fenosa Generación.
Jan/1998-Dec/1999
Development of new tools and procedures to be used in the new competitive Spanish power sector (I-2), developed for: Endesa.
Jan/1998-Dec/1998
Monitoring, diagnosis and control of a limestone kiln., developed for: Comunidad de Madrid.
Dec/1994-Dec/1996
MIRAM: Machine management for increasing reliability, availability and maintainability., developed for: Proyecto dentro del programa BRITE/EURAM de la CEE.
Nov/1991-Nov/1994
TRAFES: Diagnosis expert system of incipient failures in power transformers., developed for: UEFSA, E.T.S.I.I. de la U.P.M., ABB-Trafosur, RYMOIL, HE.
Sep/1991-Dec/1994
Heat pump based on the Peltier effect., developed for: ADAE.
Oct/1990-Dec/1993
52 projects
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