Please use this identifier to cite or link to this item: http://repositorio.inesctec.pt/handle/123456789/4897
Title: Decision Support for Energy Contracts Negotiation with Game Theory and Adaptive Learning
Authors: Pinto,T
Vale,Z
Praca,I
Eduardo Pires
Lopes,F
Issue Date: 2015
Abstract: This paper presents a decision support methodology for electricity market players' bilateral contract negotiations. The proposed model is based on the application of game theory, using artificial intelligence to enhance decision support method's adaptive features. This model is integrated in AiD-EM (Adaptive Decision Support for Electricity Markets Negotiations), a multi-agent system that provides electricity market players with strategic behavior capabilities to improve their outcomes from energy contracts' negotiations. Although a diversity of tools that enable the study and simulation of electricity markets has emerged during the past few years, these are mostly directed to the analysis of market models and power systems' technical constraints, making them suitable tools to support decisions of market operators and regulators. However, the equally important support of market negotiating players' decisions is being highly neglected. The proposed model contributes to overcome the existing gap concerning effective and realistic decision support for electricity market negotiating entities. The proposed method is validated by realistic electricity market simulations using real data from the Iberian market operatorMIBEL. Results show that the proposed adaptive decision support features enable electricity market players to improve their outcomes from bilateral contracts' negotiations.
URI: http://repositorio.inesctec.pt/handle/123456789/4897
http://dx.doi.org/10.3390/en8099817
metadata.dc.type: article
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Appears in Collections:CRIIS - Articles in International Journals

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