Publications

Publications by HumanISE

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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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

2018

Multi-agent Systems Society for Power and Energy Systems Simulation

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

Publication
Multi-Agent-Based Simulation XIX - 19th International Workshop, MABS 2018, Stockholm, Sweden, July 14, 2018, Revised Selected Papers

Abstract

2018

Electricity Price Forecast for Futures Contracts with Artificial Neural Network and Spearman Data Correlation

Authors
Nascimento, J; Pinto, T; Vale, ZA;

Publication
Distributed Computing and Artificial Intelligence, 15th International Conference, DCAI 2018, Toledo, Spain, 20-22 June 2018, Special Sessions I.

Abstract

2018

UCB1 Based Reinforcement Learning Model for Adaptive Energy Management in Buildings

Authors
Andrade, R; Pinto, T; Praça, I; Vale, ZA;

Publication
Distributed Computing and Artificial Intelligence, 15th International Conference, DCAI 2018, Toledo, Spain, 20-22 June 2018, Special Sessions I.

Abstract

2018

A New Hybrid-Adaptive Differential Evolution for a Smart Grid Application Under Uncertainty

Authors
Lezama, F; Soares, JP; Faia, R; Pinto, T; Vale, ZA;

Publication
2018 IEEE Congress on Evolutionary Computation, CEC 2018, Rio de Janeiro, Brazil, July 8-13, 2018

Abstract