2015
Autores
Pinto, T; Vale, Z; Praca, I; Pires, EJS; Lopes, F;
Publicação
ENERGIES
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.
2015
Autores
Silva, F; Teixeira, B; Pinto, T; Santos, G; Praça, I; Vale, ZA;
Publicação
Advances in Practical Applications of Agents, Multi-Agent Systems, and Sustainability: The PAAMS Collection - 13th International Conference, PAAMS 2015, Salamanca, Spain, June 3-4, 2015, Proceedings
Abstract
2015
Autores
Santos, G; Pinto, T; Gomes, L; Silva, MR; Morais, H; Vale, ZA; Praça, I;
Publicação
Highlights of Practical Applications of Agents, Multi-Agent Systems, and Sustainability - The PAAMS Collection - International Workshops of PAAMS 2015, Salamanca, Spain, June 3-4, 2015. Proceedings
Abstract
2015
Autores
Faia, R; Pinto, T; Vale, ZA;
Publicação
Highlights of Practical Applications of Agents, Multi-Agent Systems, and Sustainability - The PAAMS Collection - International Workshops of PAAMS 2015, Salamanca, Spain, June 3-4, 2015. Proceedings
Abstract
2015
Autores
Ribeiro, C; Pinto, T; Silva, MR; Ramos, S; Vale, ZA;
Publicação
26th International Workshop on Database and Expert Systems Applications, DEXA 2015, Valencia, Spain, September 1-4, 2015
Abstract
2015
Autores
Pinto, T; Silva, H; Vale, ZA; Santos, G; Praça, I;
Publicação
26th International Workshop on Database and Expert Systems Applications, DEXA 2015, Valencia, Spain, September 1-4, 2015
Abstract
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