Assessment of possibilities for demand response resources identification in small and medium customer segments
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AuthorGabaldón Marín, Antonio; Guillamón Frutos, Antonio; Ruiz Abellón, María del Carmen; Valero Verdú, Sergio; García Franco, Francisco J.; [et al.]
Knowledge AreaIngeniería Eléctrica
SponsorsThis work was supported by Ministerio de Educación y Ciencia (Spain) and by EU Sixth Framework Program (research project EU-DEEP SES6-CT-2003-503516).
PublisherAssociation des Ingenieurs de Montefiore (AIM)
Bibliographic CitationGABALDÓN, Antonio, GUILLAMÓN, Antonio, VALERO, Sergio, GARCÍA FRANCO, Francisco J., ÁLVAREZ, Carlos, ORTIZ, Carlos. Assessment of possibilities for demand response resources identification in small and medium customer segments. En: International Conference And Exhibition on Electricity Distribution. (19º: 2007: Viena). 19th International Conference on Electricity Distribution. Vienna, 21-24 May 2007. Bélgica: Association des Ingenieurs de Montefiore. 2007. 4 p.
KeywordsMapa de autoorganización
Mercado de la electricidad
Demanda de recurso eléctrico
Tipo de cliente de mercado eléctrico
Gestión y reducción de costos de energía
Self organizing maps
Demand for electricity resource
Customer type electricity market
Managing and reducing energy cost
The objective of this research is to show the capacity of Self-Organizing Maps to classify customer and their response potential from electrical demand databases with the help of Non-Parametric Estimation and Physically Load Based modelling as support tools. The searching of customer suitability is focussed to real time products, whose interest is growing in developed countries. In this way customer demand and response have been tested and compared with energy price curves extracting patterns from these curves. Results show the capability of this approach to improve data management and select coherent policies to accomplish cleared demand offers amongst different prices scenarios in an easy way.
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