Search Results - "Praca, I."

A new approach for multi-agent coalition formation and management in the scope of electricity markets by Pinto, T., Morais, H., Oliveira, P., Vale, Z., Praça, I., Ramos, C.

“…This paper presents a new methodology for the creation and management of coalitions in Electricity Markets. This approach is tested using the multi-agent…”
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Context aware Q-Learning-based model for decision support in the negotiation of energy contracts by Rodriguez-Fernandez, J., Pinto, T., Silva, F., Praça, I., Vale, Z., Corchado, J.M.

“…•New methodology based on Q-Learning, adapted to learn under different contexts.•A new dimension, representing the context, is included in Q-Learning to…”
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MASCEM: a multiagent system that simulates competitive electricity markets by Praca, I., Ramos, C., Vale, Z., Cordeiro, M.

“…Around the world, the electricity industry, which has long been dominated by vertically integrated utilities, is experiencing major changes in the structure of…”
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Multi-agent based electricity market simulator with VPP: Conceptual and implementation issues by Pinto, T., Vale, Z. A., Morais, H., Praca, I., Ramos, C.

“…This paper presents a new architecture for MASCEM, a multi-agent electricity market simulator. The main focus is the MASCEM ability to provide the means to…”
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VPP's multi-level negotiation in smart grids and competitive electricity markets by Vale, Z., Pinto, T., Morais, H., Praca, I., Faria, P.

“…The increase of distributed generation (DG) has brought about new challenges in electrical networks electricity markets and in DG units operation and…”
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Adaptive Tool for Automatic Data Collection of Real Electricity Markets by Praca, I., Sousa, T. M., Freitas, A., Pinto, T., Vale, Z., Silva, M.

“…The study of electricity markets operation has been gaining an increasing importance in last years, as result of the new challenges that the electricity…”
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MASCEM: Electricity Markets Simulation with Strategic Agents by Vale, Z, Pinto, T, Praça, I, Morais, H

“…To study and understand this type of market, we developed the Multiagent Simulator of Competitive Electricity Markets (MASCEM) platform based on multiagent…”
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Balancing market integration in MASCEM electricity market simulator by Santos, G., Pinto, T., Vale, Z., Morais, H., Praca, I.

“…With the restructuring of the energy sector in industrialized countries there is an increased complexity in market players' interactions along with emerging…”
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Multi-agent Simulation of Continental, Regional, and Micro Electricity Markets by Santos, G., Pinto, T., Morais, H., Vale, Z., Praca, I.

“…Renewable based power generation has significantly increased over the last years. However, this process has evolved separately from electricity markets,…”
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Intelligent decision making in electricity markets: Simulated annealing Q-Learning by Pinto, T., Sousa, T. M., Vale, Z., Morais, H., Praca, I.

“…Electricity markets are complex environments, involving a large number of different entities, playing in a dynamic scene to obtain the best advantages and…”
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Multi-agent electricity market simulation with dynamic strategies & virtual power producers by Praca, I., Morais, H., Ramos, C., Vale, Z., Khodr, H.

“…Distributed energy resources will provide a significant amount of the electricity generation and will be a normal profitable business. In the new decentralized…”
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McEM: a multiagent system that simulates competitive electricity markets by Praca, I, Ramos, C, Vale, Z, Cordeiro, M

“…Around the world, the electricity industry, which has long been dominated by vertically integrated utilities, is experiencing major changes in the structure of…”
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Virtual Power Producers Market Strategies by Morais, H., Cardoso, M., Khodr, H., Praca, I., Vale, Z.

“…This paper presents MASCEM - a multi-agent based electricity market simulator. MASCEM uses game theory, machine learning techniques, scenario analysis and…”
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Multiagent system for adaptive strategy formulation in electricity markets by Pinto, T., Vale, Z., Rodrigues, F., Praca, I., Morais, H.

“…Electricity markets are complex environments with very particular characteristics. MASCEM is a market simulator developed to allow deep studies of the…”
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MASCEM - An Electricity Market Simulator providing Coalition Support for Virtual Power Players by Oliveira, P., Pinto, T., Morais, H., Vale, Z.A., Praca, I.

“…This paper presents MASCEM - a multi-agent based electricity market simulator. MASCEM uses game theory, machine learning techniques, scenario analysis and…”
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Cost dependent strategy for electricity markets bidding based on adaptive reinforcement learning by Pinto, T., Vale, Z., Rodrigues, F., Praca, I., Morais, H.

“…Electricity markets are complex environments, involving a large number of different entities, playing in a dynamic scene to obtain the best advantages and…”
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Complex market integration in MASCEM electricity market simulator by Santos, G., Pinto, T., Morais, H., Praca, I., Vale, Z.

“…The restructuring that the energy sector has suffered in industrialized countries originated a greater complexity in market players' interactions, and thus new…”
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Seller, buyer and VPP agents behavior on a simulated electricity market by Praca, I., Morais, H., Ramos, C., Vale, Z.A.

“…Competitive electricity markets are complex environments, involving a large number of different entities, playing in a dynamic scene to obtain the best…”
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Decision Making in an Agent-based Marketplace by Viamonte, M.J., Praca, I., Ramos, C., Vale, Z.

“…This paper presents a multi-agent market simulator designed for analyzing agent market strategies based on a complete understanding of buyer and seller…”
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Learning Business Strategies for Competitive Electronic Marketplaces by Praca, I., Viamonte, M.J., Ramos, C., Vale, Z.

“…This paper presents a Multi-Agent Market simulator designed for developing new agent market strategies based on a complete understanding of buyer and seller…”
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