Publications

Publications by Tiago Manuel Campelos

2013

Load control timescales simulation in a Multi-Agent Smart Grid Platform

Authors
Oliveira, P; Gomes, L; Pinto, T; Faria, P; Vale, ZA; Morais, H;

Publication
4th IEEE PES Innovative Smart Grid Technologies Europe, ISGT Europe 2013, Lyngby, Denmark, October 6-9, 2013

Abstract

2016

Customized Normalization Method to Enhance the Clustering Process of Consumption Profiles

Authors
Ribeiro, C; Pinto, T; Vale, ZA;

Publication
Ambient Intelligence - Software and Applications - 7th International Symposium on Ambient Intelligence, ISAmI 2016, Seville, Spain, June 1-3, 2016

Abstract

2019

AiD-EM: Adaptive Decision Support for Electricity Markets Negotiations

Authors
Pinto, T; Vale, ZA;

Publication
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019

Abstract
This paper presents the Adaptive Decision Support for Electricity Markets Negotiations (AiD-EM) system. AiD-EM is a multi-agent system that provides decision support to market players by incorporating multiple sub-(agent-based) systems, directed to the decision support of specific problems. These sub-systems make use of different artificial intelligence methodologies, such as machine learning and evolutionary computing, to enable players adaptation in the planning phase and in actual negotiations in auction-based markets and bilateral negotiations. AiD-EM demonstration is enabled by its connection to MASCEM (Multi-Agent Simulator of Competitive Electricity Markets).

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2014

Data mining approach to support the generation of Realistic Scenarios for multi-agent simulation of electricity markets

Authors
Teixeira, B; Silva, F; Pinto, T; Praça, I; Santos, G; Vale, ZA;

Publication
2014 IEEE Symposium on Intelligent Agents, IA 2014, Orlando, FL, USA, December 9-12, 2014

Abstract

2013

Scenarios generation for multi-agent simulation of electricity markets based on intelligent data analysis

Authors
Santos, G; Praça, I; Pinto, T; Ramos, S; Vale, ZA;

Publication
2013 IEEE Symposium on Intelligent Agents, IA 2013, Singapore, April 16-19, 2013

Abstract

2014

Distributed intelligent management of microgrids using a multi-agent simulation platform

Authors
Gomes, L; Pinto, T; Faria, P; Vale, ZA;

Publication
2014 IEEE Symposium on Intelligent Agents, IA 2014, Orlando, FL, USA, December 9-12, 2014

Abstract