Agent Learning Methodology for Generators in an Electricity Market

Delgadillo Vega, Andrés Ramiro; Gallego Vega, Luis Eduardo; Duarte, Oscar; Jiménez, Diana; Camargo, Martha

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Campo DC	Valor	Lengua/Idioma
dc.contributor.author	Delgadillo Vega, Andrés Ramiro	es-ES
dc.contributor.author	Gallego Vega, Luis Eduardo	es-ES
dc.contributor.author	Duarte, Oscar	es-ES
dc.contributor.author	Jiménez, Diana	es-ES
dc.contributor.author	Camargo, Martha	es-ES
dc.date.accessioned	2016-01-15T11:27:35Z	-
dc.date.available	2016-01-15T11:27:35Z	-
dc.date.issued	2008-07-20	es_ES
dc.identifier.uri	http://hdl.handle.net/11531/5628	-
dc.description	Capítulos en libros	es_ES
dc.description.abstract		es-ES
dc.description.abstract	In this paper, a model of the Colombian electricity market is implemented using the Agent-based Computational Economics (ACE) methodology. The paper propose a methodology to model the offer price behavior of generation companies upon the actual colombian market structure and the effects in market prices and agents’ profits. This model is based on a learning algorithm that uses some soft computing techniques to face the discovery of a complex function among offer prices, power system variables and profits. In addition, this methodology allows the agents to improve their offer strategies by maximizing their own profits. Finally, the paper presents some results obtained from the model about the behavior of spot prices and agents profits.	en-GB
dc.format.mimetype	application/pdf	es_ES
dc.language.iso	en-GB	es_ES
dc.publisher	Sin editorial (Pittsburgh, Estados Unidos de América)	es_ES
dc.rights		es_ES
dc.rights.uri		es_ES
dc.source	Libro: IEEE Power & Energy Society General Meeting - IEEE PES GM 2008, Página inicial: 1-7, Página final:	es_ES
dc.subject.other	Instituto de Investigación Tecnológica (IIT)	es_ES
dc.title	Agent Learning Methodology for Generators in an Electricity Market	es_ES
dc.type	info:eu-repo/semantics/bookPart	es_ES
dc.description.version	info:eu-repo/semantics/publishedVersion	es_ES
dc.rights.accessRights	info:eu-repo/semantics/restrictedAccess	es_ES
dc.keywords		es-ES
dc.keywords	Agent-based Computational Economics, Genetic Algorithms, Artificial Neural Networks, Electricity Market.	en-GB
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