Publications

Publications by HumanISE

2017

Energy flexibility assessment of a multi agent-based smart home energy system

Authors
Gazafroudi, AS; Pinto, T; Castrillo, FP; Corchado, JM; Abrishambaf, O; Jozi, A; Vale, ZA;

Publication
17th IEEE International Conference on Ubiquitous Wireless Broadband, ICUWB 2017, Salamanca, Spain, September 12-15, 2017

Abstract

2017

Automatic Selection of Optimization Algorithms for Energy Resource Scheduling using a Case-Based Reasoning System

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

Publication
Proceedings of ICCBR 2017 Workshops (CAW, CBRDL, PO-CBR), Doctoral Consortium, and Competitions co-located with the 25th International Conference on Case-Based Reasoning (ICCBR 2017), Trondheim, Norway, June 26-28, 2017.

Abstract

2017

Nord Pool Ontology to Enhance Electricity Markets Simulation in MASCEM

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

Publication
Progress in Artificial Intelligence - 18th EPIA Conference on Artificial Intelligence, EPIA 2017, Porto, Portugal, September 5-8, 2017, Proceedings

Abstract

2017

Organization-based Multi-Agent structure of the Smart Home Electricity System

Authors
Gazafroudi, AS; Pinto, T; Castrillo, FP; Prieto, J; Corchado, JM; Jozi, A; Vale, ZA; Venayagamoorthy, GK;

Publication
2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017

Abstract

2017

Bilateral contract prices estimation using a Q-leaming based approach

Authors
Rodriguez-Fernandez, J; Pinto, T; Silva, F; Praca, I; Vale, Z; Corchado, JM;

Publication
2017 IEEE Symposium Series on Computational Intelligence (SSCI)

Abstract

2017

EPEX Ontology: Enhancing Agent-based Electricity Market Simulation

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

Publication
2017 19TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEM APPLICATION TO POWER SYSTEMS (ISAP)

Abstract
Electricity markets worldwide are complex and dynamic environments with very particular characteristics. The markets' restructuring and evolution into regional and continental scales, along with the constant changes brought by the increasing necessity for an adequate integration of renewable energy sources are the main drivers. Multi-agent based software is particularly well fitted to analyse dynamic and adaptive systems with complex interactions among its constituents, such as electricity markets. This paper proposes the use of ontologies to enable the exchange of information and knowledge, to test different market models and to allow market players from different systems to interact in common market environments. Focusing, namely, on the EPEX electricity market.

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