Assessment of possibilities for demand response resources identification in small and medium customer segments
| Autor: | Gabaldón Marín, Antonio, Guillamón Frutos, Antonio, Ruiz Abellón, María del Carmen, Valero Verdú, Sergio, García Franco, Francisco J., Álvarez Bel, Carlos, Ortiz García, Mario |
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| Jazyk: | angličtina |
| Rok vydání: | 2007 |
| Předmět: |
Mercado de la electricidad
Tipo de cliente de mercado eléctrico Demanda de recurso eléctrico Electricity market Ingeniería Eléctrica Mapa de autoorganización Managing and reducing energy cost Demand for electricity resource Gestión y reducción de costos de energía Customer type electricity market Self organizing maps |
| Popis: | 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. This work was supported by Ministerio de Educación y Ciencia (Spain) and by EU Sixth Framework Program (research project EU-DEEP SES6-CT-2003-503516). |
| Databáze: | OpenAIRE |
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