Dr. Alberto Miguel Cruz García

FORMER IIT MEMBER

Current position:

Research Area:

Intelligent Systems

Membership dates:

18/oct/2009 - 17/Oct/2010

Journal Publications

Cruz, A., Muñoz, A., Zamora, J., Espínola, R., The effect of wind generation and weekday on Spanish electricity spot price forecasting. Electric Power Systems Research. Vol. 81, nº. 10, pp. 1924 - 1935, October 2011. [Online: June 2011] JCR: 1,478 Q2 (2011); 3,900 Q2 (2022) - SJR: Q1 (2011); 1,099 Q1 (2022)
Arranz, A.L., Cruz, A., Sanz-Bobi, M.A., Castelló, P.R., Coutiño, J., DADICC: Intelligent system for anomaly detection in a combined cycle gas turbine plant. Expert Systems with Applications. Vol. 34, nº. 4, pp. 2267 - 2277, May 2008. [Online: April 2007] JCR: 2,596 (2008); 8,500 Q1 (2022) - SJR: 1,873 Q1 (2022)

show 2 journal publications

Projects

show 8 projects

Ph.D. Thesis

Developed:

A. Cruz (2013), Contribuciones a la predicción a corto plazo del precio de la electricidad mediante modelos de series temporales. Universidad Pontificia Comillas. Madrid (Spain).

show 1 Ph.D. Thesis

Conference Papers

show 7 conference papers

Books and Book Chapters

Muñoz, A., Sánchez-Úbeda, E.F., Cruz, A., Marín, J., Short-term Forecasting in Power Systems: A guided Tour, in Short-term Forecasting in Power Systems: A guided Tour. Editors Iliadis, N.A.; Pardalos, P.M.; Pereira, M. V.; Rebennack, S. Ed. Springer. Berlin, Germany, 2010.

show 1 books and book chapters

Invited Conferences and Seminars

Conference "Modelos de predicción a corto plazo del precio del mercado eléctrico español" seminario de la Cátedra UAM-IIC de Aprendizaje Automático en Modelado y Predicción. Instituto de Ingeniería del Conocimiento (Universidad Autónoma de Madrid). Madrid (Spain). May 2009.

show 1 invited conferences and seminars

Working Papers

show 2 working papers

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Dr. Alberto Miguel Cruz García

Journal Publications

Projects

Quantitative analysis of the effect of Wind Energy in the Spanish day-ahead Electricity Market price. Carried out for Acciona Green Energy Developments. Apr/2010-Jul/2010

Optimal management of wind power generation in the Spanish electricity market. Carried out for EGL España S.L. Jul/2009-Jul/2010

Development of an explanatory model for the daily electricity load. Carried out for Eon. Sep/2008-Dec/2008

Load and distributed generation forecasting for an efficient management of distribution networks. Carried out for Everis. Sep/2007-Mar/2009

Develoment of an intelligent electricity market analysis tool for the optimal management of generation and ancillary services. Carried out for Global 3. Oct/2006-Jul/2007

Maintenance of the SGO integrated bidding computer system developed for the Spanish electricity market (2005). Carried out for Indra-Endesa. Nov/2004-Dec/2005

Maintenance of the SGO integrated bidding computer system developed for the Spanish electricity market (2004). Carried out for Indra-Endesa. Jan/2004-Oct/2004

System for detection and diagnosis of anomalies in the operation of combined-cycle power plants. Carried out for Iberdrola Generación. Nov/2003-Oct/2004

Ph.D. Thesis

Developed:

A. Cruz (2013), Contribuciones a la predicción a corto plazo del precio de la electricidad mediante modelos de series temporales. Universidad Pontificia Comillas. Madrid (Spain).

Conference Papers

Cruz, A., Muñoz, A., Predicción a corto plazo del precio de la electricidad con modelos semiparamétricos con cambio de régimen, XXXII Congreso Nacional de Estadística e Investigación Operativa - SEIO 2010, Corunna (Spain). 14-17 September 2010.

Muñoz, A., Cruz, A., Day-ahead electricity price forecasting with semi-nonparametric regime switching models, 30th International Symposium on Forecasting - ISF2010, San Diego (United States of America). 20-23 June 2010.

Cruz, A., Muñoz, A., Density forecasting of electricity spot prices with seminonparametric regime switching models, Workshop Industry and Price Forecasting (WIPFOR), Paris (France). 03-04 June 2010.

Muñoz, A., Cruz, A., Zamora, J., Espínola, R., Forecasting electricity prices with periodic dynamic regression models, 28th International Symposium on Forecasting - ISF2008, Nice (France). 22-25 June 2008.

Espínola, R., Cruz, A., Muñoz, A., Zamora, J., A hybric model to forecast electricity market prices, 27th International Symposium on Forecasting, New York (United States of America). 24-27 June 2007.

Arranz, A.L., Cruz, A., Sanz-Bobi, M.A., AMADIS: Arquitectura Multi-Agente para la Detección de Anomalías y Diagnóstico Inteligente de sistemas industriales, Congreso Español de Informática (CEDI '2005). Ciclo de Conferencias SICO, Granada (Spain). 13-16 September 2005.

Books and Book Chapters

Muñoz, A., Sánchez-Úbeda, E.F., Cruz, A., Marín, J., Short-term Forecasting in Power Systems: A guided Tour, in Short-term Forecasting in Power Systems: A guided Tour. Editors Iliadis, N.A.; Pardalos, P.M.; Pereira, M. V.; Rebennack, S. Ed. Springer. Berlin, Germany, 2010.

Invited Conferences and Seminars

Conference "Modelos de predicción a corto plazo del precio del mercado eléctrico español" seminario de la Cátedra UAM-IIC de Aprendizaje Automático en Modelado y Predicción. Instituto de Ingeniería del Conocimiento (Universidad Autónoma de Madrid). Madrid (Spain). May 2009.

Working Papers

Cruz, A., Muñoz, A., Zamora, J., Espínola, R., The effect of wind generation and weekday on Spanish electricity spot price forecasting, July 2010

Muñoz, A., Sánchez-Úbeda, E.F., Cruz, A., Marín, J., Short term forecasting in power systems: A Guided Tour, March 2009