Publications

Publications by Tiago Manuel Campelos

2018

Iberian electricity market ontology to enable smart grid market simulation

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

Publication
Energy Inform.

Abstract
Several approaches have been proposed to enhance the potential of distributed generation (DG). Some of the most prominent solutions include the aggregation of DG units and other players, culminating in the concept of and Smart Grid (SG). In this context, several simulation tools arose to study and test the new market mechanisms. However, all of these simulators are closed and centred in their object of study, neglecting the potential advantages of interoperating with other systems from the same domain. This work proposes the use of ontologies for systems interoperability in the power and energy systems domain. The ontologies have been developed and implemented in MASCEM and MASGriP - multi-agent simulators of electricity markets, and SG operation and management,respectively; thus enabling joint electricity market and SG simulations.

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2019

Hybrid approach based on particle swarm optimization for electricity markets participation

Authors
Faia, R; Pinto, T; Vale, ZA; Corchado, JM;

Publication
Energy Inform.

Abstract

2021

Intelligent Energy Systems Ontology: Local flexibility market and power system co-simulation demonstration

Authors
Santos, G; Morais, H; Pinto, T; Corchado, JM; Vale, Z;

Publication

Abstract

2019

Identifying Most Probable Negotiation Scenario in Bilateral Contracts with Reinforcement Learning

Authors
Silva, F; Pinto, T; Praça, I; Vale, ZA;

Publication
New Knowledge in Information Systems and Technologies - Volume 1, World Conference on Information Systems and Technologies, WorldCIST 2019, Galicia, Spain, 16-19 April, 2019

Abstract

2016

Energy consumption forecasting based on Hybrid Neural Fuzzy Inference System

Authors
Jozi, A; Pinto, T; Praça, I; Silva, F; Teixeira, B; Vale, ZA;

Publication
2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, December 6-9, 2016

Abstract

2018

Demonstration of Tools Control Center for Multi-agent Energy Systems Simulation

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

Publication
Advances in Practical Applications of Agents, Multi-Agent Systems, and Complexity: The PAAMS Collection - 16th International Conference, PAAMS 2018, Toledo, Spain, June 20-22, 2018, Proceedings

Abstract