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Identification

Personal identification

Full name
Gabriel Santos

Author identifiers

Ciência ID
1413-B9E5-12BE
Projects

Grant

Designation Funders
2020/02/01 - 2022/11/30 TradeRES - Tools for the Design and modelling of new markets and negotiation mechanisms for a ~100% Renewable European Power Systems
864276
Researcher
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
European Commission
Ongoing
2022/02/07 - 2022/10 RETINA - REal-Time support Infrastructure and Energy management for Intelligent carbon-Neutral smArt cities
NORTE-01-0145-FEDER-000062
Researcher
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2021/10/26 - 2022/02/06 PRECISE - Soluções Ciber-Físicas para Sistemas de Energia com Aprendizagem Semântica Explicativa
PTDC/EEI-EEE/6277/2020
Research Fellow
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2017/09/01 - 2021/10/25 Ontologias para a Interoperabilidade de Sistemas Multiagente Heterogéneos no âmbito dos Sistemas de Energia
SFRH/BD/118487/2016
PhD Student Fellow
Universidad de Salamanca, Spain
 Fundação para a Ciência e a Tecnologia
Concluded
2014 - 2015 SASGER-MeC - Simulação e Análise de Smart Grids com Energias Renováveis e Mercado Competitivo
NORTE-07-0162-FEDER-000101
Research Fellow
Concluded
2013/12/01 - 2014/06/15 MAN-REM - Multi-agent Negotiation and Risk Management in Electricity Markets
info:eu-repo/grantAgreement/FCT/COMPETE/122988/PT
Research Fellow
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2012/03/20 - 2013/11/30 ID-MaP - Intelligent Decision Support for Electricity Market Players
info:eu-repo/grantAgreement/FCT/5876-PPCDTI/99832/PT
Research Fellow
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2011/02/04 - 2011/08/04 Computational Approach to Ontology Profiling of Scientific Research Organisations (COPSRO)
info:eu-repo/grantAgreement/FCT/3599-PPCDT/69988/PT
Research Fellow
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2007/10/01 - 2010/10 ViP-DiGEM - VIrtual power Producers and DIstributed Generation trading in Energy Markets
info:eu-repo/grantAgreement/FCT/5876-PPCDTI/72889/PT
Integration into Research Grant Fellow
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Fundação para a Ciência e a Tecnologia

Contract

Designation Funders
2021/01/01 - 2025/12/31 Laboratório Associado de Sistemas Inteligentes
LA/P/0104/2020
10.54499/LA/P/0104/2020
Universidade de Aveiro Instituto de Engenharia Eletrónica e Informática de Aveiro, Portugal

Universidade do Porto Faculdade de Ciências, Portugal

Universidade do Minho Centro ALGORITMI, Portugal

Instituto Politécnico do Porto Centro de Investigação em Sistemas Computacionais Embebidos e de Tempo-Real, Portugal

Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal

Universidade de Coimbra, Portugal

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Universidade do Porto Faculdade de Engenharia, Portugal

Universidade do Minho Instituto de Polímeros e Compósitos, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal

Universidade Nova de Lisboa, Portugal

Universidade de Aveiro, Portugal

Universidade Nova de Lisboa Unidade de Investigação e Desenvolvimento em Engenharia Mecânica e Industrial, Portugal

Universidade Nova de Lisboa Centro de Tecnologias e Sistemas, Portugal

Universidade do Porto Laboratório de Inteligência Artificial e Ciência de Computadores, Portugal

Universidade de Coimbra Centro de Informatica e Sistemas, Portugal

Universidade do Minho, Portugal

Universidade do Porto Centro de Matemática, Portugal

Instituto Politécnico do Cávado e do Ave, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2019/01/01 - 2019/12/31 Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento
UID/EEA/00760/2019
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Fundação para a Ciência e a Tecnologia
Concluded

Other

Designation Funders
2018/06/01 - 2022/05/31 MAS-Society - Multi-Agent Systems SemantiC Interoperability for simulation and dEcision supporT in complex energY systems
PTDC/EEI-EEE/28954/2017
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2018 - 2020 DOMINOES - Smart Distribution Grid: A Market Driven Approach for the Next Generation of Advanced Operation Models and Services
771066
Concluded
2016 - 2019 GREEDi - Intelligent and Safe Platform for Energy Resource Management in Large-Scale Buildings
17822
 Agência Nacional de Inovação SA
Concluded
2017 - 2018 CONTEST - Innovative CONsumer aggregation to improve demand response and Tariff design for Energy and Services Transactions
SAICT-POL/23575/2016
 Agência Nacional de Inovação SA
Concluded
2016 - 2018 SIMOCE - Intelligent system for the monitoring and optimization of energy consumption
NORTE-01-0247-FEDER-017690
Concluded
2014 - 2018 M2MGrids - Smart M2M Grids – M2M Internet for dynamic M2M Information Business ecosystem
ITEA nº 13011
Concluded
2016 - 2017 DREAM-GO - Enabling Demand Response for short and real-time Efficient And Market Based smart Grid Operation - An intelligent and real-time simulation approach
H2020-MSCA-RISE GA 641794
2016 - 2017 AVIGAE - Assistente Virtual Inteligente para a Gestão Ativa da Energia em Edifícios
P2020-3401
Concluded
2014 - 2017 FUSE-IT - Future Unified System for Energy and Information Technology
ITEA nº 13023
Concluded
2014 - 2016 SEAS - Smart Energy Aware Systems
ITEA nº 12004
Concluded
Outputs

Publications

Book chapter
  1. David Araújo; Gabriel Santos; Brígida Teixeira; Pedro Faria; Zita Vale. "Reinforcement Learning for Real-Time Price Prediction in Energy Systems". 2026.
    10.1007/978-3-032-05179-0_34
  2. Lezama, Fernando; Pinto, Tiago; Vale, Zita; Santos, Gabriel; Widergren, Steve. "From the smart grid to the local electricity market". In Local Electricity Markets, 63-76. Elsevier, 2021.
    10.1016/b978-0-12-820074-2.00023-x
  3. Gabriel Santos; Tiago Pinto; Zita Vale; Juan M. Corchado. "Semantic Interoperability for Multiagent Simulation and Decision Support in Power Systems". 2021.
    10.1007/978-3-030-85710-3_18
  4. Gabriel Santos; Alda Canito; Rui Carvalho; Tiago Pinto; Zita Vale; Goreti Marreiros; Juan M. Corchado. "Semantic Services Catalog for Multiagent Systems Society". 2021.
    10.1007/978-3-030-85739-4_19
  5. Santos, G.; Pinto, T.; Vale, Z.. "Multi-agent Systems Society for Power and Energy Systems Simulation". 2019.
    10.1007/978-3-030-22270-3_10
  6. Santos, Gabriel; Pinto, Tiago; Vale, Zita. "Ontologies for the Interoperability of Heterogeneous Multi-agent Systems in the Scope of Power and Energy Systems". In Trends in Cyber-Physical Multi-Agent Systems. The PAAMS Collection - 15th International Conference, PAAMS 2017, edited by De la Prieta, Fernando;; Vale, Zita;; Antunes, Luis;; Pinto, Tiago;; Campbell, Andrew T.;; Juli{\'a, 300-301. Springer International Publishing, 2017.
    10.1007/978-3-319-61578-3_42
  7. Teixeira, Brígida; Pinto, Tiago; Santos, Gabriel; Praça, Isabel; Vale, Zita. "Tools Control Center to Enable the Joint Simulation of Multi-agent Systems". In Trends in Cyber-Physical Multi-Agent Systems. The PAAMS Collection - 15th International Conference, PAAMS 2017, 307-308. Springer International Publishing, 2017.
    10.1007/978-3-319-61578-3_45
  8. Santos, Gabriel; Pinto, Tiago; Praça, Isabel; Vale, Zita. "Nord Pool Ontology to Enhance Electricity Markets Simulation in MASCEM". In Progress in Artificial Intelligence, edited by Oliveira, Eug{\'e, 283-294. Springer International Publishing, 2017.
    10.1007/978-3-319-65340-2_24
  9. Santos, Gabriel; Pinto, Tiago; Vale, Zita; Praça, Isabel; Morais, Hugo. "Electricity Markets Ontology to Support MASCEM’s Simulations". In Highlights of Practical Applications of Scalable Multi-Agent Systems. The PAAMS Collection, 393-404. Cham: Springer International Publishing, 2016.
    10.1007/978-3-319-39387-2_33
  10. Pinto, Tiago; Vale, Zita; Praça, Isabel; Santos, Gabriel. "Demonstration of ALBidS: Adaptive Learning Strategic Bidding System". In Advances in Practical Applications of Scalable Multi-agent Systems. The PAAMS Collection, 281-285. Cham: Springer International Publishing, 2016.
    10.1007/978-3-319-39324-7_31
  11. Pinto, Tiago; Santos, Gabriel; Marques, Luis; Sousa, Tiago M.; Praça, Isabel; Vale, Zita; Abreu, Samuel L.. "Solar Intensity Characterization Using Data-Mining to Support Solar Forecasting". In Distributed Computing and Artificial Intelligence, 12th International Conference, 193-201. Cham: Springer International Publishing, 2015.
    10.1007/978-3-319-19638-1_22
  12. Silva, Francisco; Teixeira, Brígida; Pinto, Tiago; Santos, Gabriel; Praça, Isabel; Vale, Zita. "Demonstration of Realistic Multi-agent Scenario Generator for Electricity Markets Simulation". In Advances in Practical Applications of Agents, Multi-Agent Systems, and Sustainability: The PAAMS Collection, 316-319. Cham: Springer International Publishing, 2015.
    10.1007/978-3-319-18944-4_36
  13. Santos, Gabriel; Pinto, Tiago; Gomes, Luís; Silva, Marco; Morais, Hugo; Vale, Zita; Praça, Isabel. "Agent-Based Smart Grid Market Simulation with Connection to Real Infrastructures". In Highlights of Practical Applications of Agents, Multi-Agent Systems, and Sustainability - The PAAMS Collection, 283-295. Cham: Springer International Publishing, 2015.
    10.1007/978-3-319-19033-4_24
  14. Fernandes, Ricardo; Santos, Gabriel; Praça, Isabel; Pinto, Tiago; Morais, Hugo; Pereira, Ivo F.; Vale, Zita. "Elspot: Nord Pool Spot Integration in MASCEM Electricity Market Simulator". In Highlights of Practical Applications of Heterogeneous Multi-Agent Systems. The PAAMS Collection, 262-272. Cham: Springer International Publishing, 2014.
    10.1007/978-3-319-07767-3_24
  15. Santos, Gabriel; Pinto, Tiago; Vale, Zita; Morais, Hugo; Praça, Isabel. "Upper Ontology for Multi-Agent Energy Systems’ Applications". In Distributed Computing and Artificial Intelligence, 617-624. Cham: Springer International Publishing, 2013.
    10.1007/978-3-319-00551-5_73
  16. Pinto, Tiago; Praça, Isabel; Santos, Gabriel; Vale, Zita; Pinto, T.; Praça, I.; Santos, G.; Vale, Z.. "Demonstration of the Multi-Agent Simulator of Competitive Electricity Markets". In Advances on Practical Applications of Agents and Multi-Agent Systems, 316-319. Berlin, Heidelberg: Springer Berlin Heidelberg, 2013.
    10.1007/978-3-642-38073-0_36
Conference paper
  1. Teixeira, Brígida; Santos, Gabriel; GOMES, LETÍCIA; Araújo, David; Pinto, Tiago; Vale, Zita. "REACTS: Reasoning-based, Explainable and Adaptive Contextual Tool for Smart Energy Management". Paper presented in 28th European Conference on Artificial Intelligence, Bologna, 2025.
    Accepted
  2. Gomes, Letícia; Santos, Gabriel; Lezama, Fernando; Faria, Pedro; Vale, Zita. "Power Network Validation of Energy Trades: A 2030 Study of the Iberian Transmission System". Paper presented in 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), Valletta, 2025.
    Accepted • 10.1109/isgteurope64741.2025.11305258
  3. Couto, António; Algarvio, Hugo; Lopes, Fernando; Estanqueiro, Ana; Santos, Gabriel; Lezama, Fernando; Faia, Ricardo; et al. "From Day-Ahead to a 6-Hour Period-Ahead Market Adapted to the Stochastic Behaviour of Variable Energy Renewable Sources". Paper presented in 2025 21st International Conference on the European Energy Market (EEM), 2025.
    10.1109/eem64765.2025.11050295
  4. Algarvio, Hugo; Couto, António; Lopes, Fernando; Estanqueiro, Ana; Faia, Ricardo; Santos, Gabriel; Carvalho, Rui; Faria, Pedro; Vale, Zita. "The Role of Demand and Vres Flexibility in Carbon-Neutral Power Systems: Insights from Portugal and Spain in Prospective 2050 Scenarios". Paper presented in 2025 21st International Conference on the European Energy Market (EEM), 2025.
    10.1109/eem64765.2025.11050161
  5. Teixeira, Brígida; Santos, Gabriel; Gomes, Letícia; Araújo, David; Vale, Zita. "Smart Building Platform for Energy Resource Management". Paper presented in CAI, Santa Clara, California, 2025.
    10.1109/cai64502.2025.00063
  6. Algarvio, Hugo; Couto, António; Estanqueiro, Ana; Carvalho, Rui; Santos, Gabriel; Faia, Ricardo; Faria, Pedro; Vale, Zita. "Reduction of the Market Splitting Occurrences: A Dynamic Line Rating Approach for the 2030 Iberian Day-ahead Market Scenarios". Paper presented in 20th International Conference on the European Energy Market (EEM 2024), Istanbul, 2024.
    Published • 10.1109/eem60825.2024.10608899
  7. Khojasteh, Meysam; Canizes, Bruno; Santos, Gabriel; Faria, Pedro; Vale, Zita. "Energy management in energy communities with participation in MIBEL". 2024.
    10.1049/icp.2024.1853
  8. A. Estanqueiro; G. Strbac; N. Chrysanthopoulos; Santos, Gabriel; S. Jo-hanndeiter; H. Algarvio; H. Syse; et al. "Innovative electricity market designs to support a transition to (near) 100% renewable power system: first results from H2020 TradeRES project". Copenhagen, 2023.
    Published • 10.1049/icp.2023.2748
  9. Santos, Gabriel; Faia, Ricardo; Lezama, Fernando; Vale, Zita. "Multilevel Electricity Trading Simulation considering Energy Communities Participation". Paper presented in 2023 19th International Conference on the European Energy Market (EEM), 2023.
    Published • 10.1109/eem58374.2023.10161969
  10. Santos, Gabriel; Teixeira, Brígida; Pinto, Tiago; Vale, Zita. "Automated energy management and learning". Paper presented in 2023 IEEE Conference on Artificial Intelligence (CAI), Santa Clara, 2023.
    Published • 10.1109/cai54212.2023.00037
  11. Carvalho, Rui; Faia, Ricardo; Santos, Gabriel; Pinto, Tiago; Vale, Zita. "Advanced Clearing Model in Prosumer Centric Local Flexibility Market". Paper presented in 18th International Conference on the European Energy Market (EEM22), Ljubljana, 2022.
    Published • 10.1109/eem54602.2022.9920996
  12. Santos, Gabriel; Faia, Ricardo; Pereira, Helder; Pinto, Tiago; Vale, Zita. "Blockchain-based Local Electricity Market Solution". Paper presented in 18th International Conference on the European Energy Market (EEM22), 2022.
    Published • 10.1109/eem54602.2022.9921035
  13. António Ramos; Teixeira, Brígida; Santos, Gabriel; Tiago Pinto; Zita Vale. "Explainable artificial intelligence (XAI) techniques for energy consumption". Paper presented in 9th International Conference on Energy and Environment Research (ICEER 2023), 2022.
    In press
  14. Leonor Carvalhais; Teixeira, Brígida; Santos, Gabriel; Zita Vale. "A framework proposal for explainable AI-based building energy management". Paper presented in 9th International Conference on Energy and Environment Research (ICEER 2023), 2022.
    In press
  15. Veiga, Bruno; Santos, Gabriel; Pinto, Tiago; Faia, Ricardo; Ramos, Carlos; Vale, Zita. "Electricity market and power flow services for dynamic market simulations". Paper presented in International Conference on Sustainable Energy & Environmental Protection (SEEP2021), Vienna, 2021.
    Published
  16. Canito, A.; Santos, G.; Corchado, J.M.; Marreiros, G.; Vale, Z.. "Semantic Web Services for Multi-Agent Systems Interoperability". 2019.
    10.1007/978-3-030-30244-3_50
  17. Pinto, Tiago; Santos, Gabriel; Vale, Zita. "Practical application of a multi-agent systems society for energy management and control". Paper presented in AAMAS 2019 – 18th International Conference on Autonomous Agents and Multiagent Systems, Montereal, 2019.
    Published
  18. Santos, G.; Pinto, T.; Vale, Z.; Corchado, J.M.. "Multi-agent semantic interoperability in complex energy systems simulation and decision support". 2019.
    10.1109/ISAP48318.2019.9065951
  19. Tamani, N.; Ahvar, S.; Santos, G.; Istasse, B.; Praca, I.; Brun, P.-E.; Ghamri, Y.; Crespi, N.; Becue, A.. "Rule-based model for smart building supervision and management". 2018.
    10.1109/SCC.2018.00009
  20. Santos, G.; Silva, F.; Teixeira, B.; Vale, Z.; Pinto, T.. "Power systems simulation using ontologies to enable the interoperability of multi-agent systems". 2018.
    10.23919/PSCC.2018.8442888
  21. Teixeira, B.; Silva, F.; Pinto, T.; Santos, G.; Praca, I.; Vale, Z.. "TOOCC: Enabling heterogeneous systems interoperability in the study of energy systems". 2018.
    10.1109/PESGM.2017.8274338
  22. Teixeira, B.; Silva, F.; Pinto, T.; Santos, G.; Praça, I.; Vale, Z.. "Demonstration of tools control center for multi-agent energy systems simulation". 2018.
    10.1007/978-3-319-94580-4_37
  23. Ahvar, Shohreh; Santos, Gabriel; Tamani, Nouredine; Istasse, Bernard; Praca, Isabel; Brun, Paul-Emmanuel; Ghamri, Yacine; Crespi, Noel. "Ontology-based model for trusted critical site supervision in FUSE-IT". 2017.
    10.1109/icin.2017.7899430
  24. Santos, Gabriel; Pinto, Tiago; Praca, Isabel; Vale, Zita. "EPEX ontology: Enhancing agent-based electricity market simulation". 2017.
    10.1109/isap.2017.8071411
  25. Pinto, Tiago; Gazafroudi, Amin Shokri; Prieto-Castrillo, Francisco; Santos, Gabriel; Silva, Francisco; Corchado, Juan Manuel; Vale, Zita. "Reserve costs allocation model for energy and reserve market simulation". 2017.
    10.1109/isap.2017.8071410
  26. Teixeira, Brígida; Pinto, Tiago; Santos, Gabriel; Praça, Isabel; Vale, Zita. "Framework to Enable Heterogeneous Systems Interoperability". 2017.
    10.5281/ZENODO.2677567
  27. Santos, Gabriel; Femandes, Filipe; Pinto, Tiago; Silva, Marco; Abrishambaf, Omid; Morais, Hugo; Vale, Zita. "House management system with real and virtual resources: Energy efficiency in residential microgrid". 2016.
    10.1109/giis.2016.7814943
  28. T. Pinto; M. Silva; G. Santos; L. Gomes; B. Canizes; Z. Vale. "Smart Grid and Electricity Market joint simulation using complementary Multi-Agent platforms". Paper presented in PowerTech, 2015 IEEE Eindhoven, Eindhoven, 2015.
    Published • 10.1109/PTC.2015.7232522
  29. T. Pinto; H. Silva; Z. Vale; G. Santos; I. Praça. "Pan-European Electricity Market Simulation Considering the European Power Network Capacities". Paper presented in 2015 26th International Workshop on Database and Expert Systems Applications (DEXA), Valência, Espanha, 2015.
    Published • 10.1109/DEXA.2015.36
  30. G. Santos; R. Fernandes; T. Pinto; I. Praça; Z. Vale; H. Morais. "MASCEM: EPEX SPOT Day-Ahead market integration and simulation". Paper presented in Intelligent System Application to Power Systems (ISAP), 2015 18th International Conference on, Porto, 2015.
    Published • 10.1109/ISAP.2015.7325554
  31. T. Soares; G. Santos; T. Pinto; H. Morais; P. Pinson; Z. Vale. "Analysis of strategic wind power participation in energy market using MASCEM simulator". Paper presented in Intelligent System Application to Power Systems (ISAP), 2015 18th International Conference on, Porto, 2015.
    Published • 10.1109/ISAP.2015.7325552
  32. Pinto, Tiago; Barreto, Joao; Praca, Isabel; Santos, Gabriel; Vale, Zita; Solteiro Pires, E. J.. "Multi-agent based metalearner using genetic algorithm for decision support in electricity markets". 2015.
    10.1109/isap.2015.7325561
  33. T. Pinto; G. Santos; I. F. Pereira; R. Fernandes; T. M. Sousa; I. Praça; Z. Vale; H. Morais. "Towards a unified European electricity market: The contribution of data-mining to support realistic simulation studies". Paper presented in 2014 IEEE PES General Meeting | Conference Exposition, Washington, DC, US, 2014.
    Published • 10.1109/PESGM.2014.6939565
  34. T. Pinto; G. Santos; Z. Vale; I. Praça; F. Lopes; H. Algarvio. "Realistic Multi-agent Simulation of Competitive Electricity Markets". Paper presented in 2014 25th International Workshop on Database and Expert Systems Applications, Munich, Germany, 2014.
    Published • 10.1109/DEXA.2014.36
  35. F. Lopes; H. Algarvio; J. A. M. Sousa; H. Coelho; T. Pinto; G. Santos; Z. Vale; I. Praça. "Multi-agent Simulation of Bilateral Contracting in Competitive Electricity Markets". Paper presented in 2014 25th International Workshop on Database and Expert Systems Applications, Munich, Germany, 2014.
    Published • 10.1109/DEXA.2014.40
  36. B. Teixeira; F. Silva; T. Pinto; I. Praça; G. Santos; Z. Vale. "Data mining approach to support the generation of Realistic Scenarios for multi-agent simulation of electricity markets". Paper presented in Intelligent Agents (IA), 2014 IEEE Symposium on, Orlando, Florida, USA, 2014.
    Published • 10.1109/IA.2014.7009452
  37. Santos, Gabriel; Pinto, Tiago; Vale, Zita; Praça, Isabel; Morais, Hugo. "Virtual Power Players Internal Negotiation and Management in MASCEM". Paper presented in 7th International Conference on Intelligent System Applications to Power Systems, Tokyo, 2013.
    Published
  38. Soares, Tiago; Santos, Gabriel; Faria, Pedro; Pinto, Tiago; Vale, Zita; Morais, Hugo. "Integration in MASCEM of the Joint Dispatch of Energy and Reserves Provided by Generation and Demand Resources". Paper presented in 7th International Conference on Intelligent Systems Application to Power Systems, Tokyo, 2013.
    Published
  39. G. Santos; I. Praça; T. Pinto; S. Ramos; Z. Vale. "Scenarios generation for multi-agent simulation of electricity markets based on intelligent data analysis". Paper presented in Intelligent Agent (IA), 2013 IEEE Symposium on, Singapore, 2013.
    Published • 10.1109/IA.2013.6595183
  40. C. Ribeiro; T. Pinto; H. Morais; Z. Vale; G. Santos. "Intelligent remuneration and tariffs for virtual power players". Paper presented in PowerTech (POWERTECH), 2013 IEEE Grenoble, Grenoble, 2013.
    Published • 10.1109/PTC.2013.6652157
  41. G. Santos; T. Pinto; Z. Vale; H. Morais; I. Praça. "MASCEM restructuring: Ontologies for scenarios generation in power systems simulators". Paper presented in 2013 IEEE Power Energy Society General Meeting, Vancouver, Canada, 2013.
    Published • 10.1109/PESMG.2013.6672916
  42. G. Santos; T. Pinto; Z. Vale; H. Morais; I. Praça. "Balancing market integration in MASCEM electricity market simulator". Paper presented in 2012 IEEE Power and Energy Society General Meeting, San Diego, California, USA, 2012.
    Published • 10.1109/PESGM.2012.6345652
  43. G. Santos; T. Pinto; H. Morais; Z. Vale; I. Praça. "Multi-agent Simulation of Continental, Regional, and Micro Electricity Markets". Paper presented in 2012 23rd International Workshop on Database and Expert Systems Applications, Vienna, Austria, 2012.
    Published • 10.1109/DEXA.2012.78
  44. G. Santos; T. Pinto; H. Morais; I. Praça; Z. Vale. "Complex market integration in MASCEM electricity market simulator". Paper presented in 2011 8th International Conference on the European Energy Market (EEM), Zagreb, Croatia, 2011.
    Published • 10.1109/EEM.2011.5953019
Journal article
  1. Brígida Teixeira; Gabriel Santos; David Araújo; Letícia Gomes; Zita Vale. "Semantic rule-based approach for automated energy resource management in buildings". Applied Energy (2025): http://dx.doi.org/10.1016/j.apenergy.2025.126675.
    10.1016/j.apenergy.2025.126675
  2. Santos, Gabriel; Morais, Hugo; Pinto, Tiago; Corchado, Juan M.; Vale, Zita. "Intelligent energy systems ontology to support markets and power systems co-simulation interoperability". Energy Conversion and Management: X 20 100495 (2023): http://dx.doi.org/10.1016/j.ecmx.2023.100495.
    Published • 10.1016/j.ecmx.2023.100495
  3. Santos, Gabriel; Pinto, Tiago; Ramos, Carlos; Corchado, Juan Manuel. "Editorial: Explainability in knowledge-based systems and machine learning models for smart grids". Frontiers in Energy Research 11 (2023): https://doi.org/10.3389/fenrg.2023.1269397.
    10.3389/fenrg.2023.1269397
  4. Bruno Veiga; Gabriel Santos; Tiago Pinto; Ricardo Faia; Carlos Ramos; Zita Vale. "Simulation tools for electricity markets considering power flow analysis". Energy (2023): https://doi.org/10.1016/j.energy.2023.127494.
    10.1016/j.energy.2023.127494
  5. Gabriel Santos; Luís Gomes; Tiago Pinto; Pedro Faria; Zita Vale. "MARTINE’s real-time local market simulation with a semantically interoperable society of multi-agent systems". Sustainable Energy, Grids and Networks (2023): https://doi.org/10.1016/j.segan.2023.100995.
    10.1016/j.segan.2023.100995
  6. Carvalho, Rui; Santos, Gabriel; Vale, Zita. "Open-access tools for the modelling and simulation of electricity markets". Energy Informatics 5 S4 (2022): http://dx.doi.org/10.1186/s42162-022-00232-5.
    Published • 10.1186/s42162-022-00232-5
  7. Gabriel Santos; Tiago Pinto; Zita Vale; Rui Carvalho; Brígida Teixeira; Carlos Ramos. "Upgrading BRICKS—The Context-Aware Semantic Rule-Based System for Intelligent Building Energy and Security Management". Energies (2021): https://doi.org/10.3390/en14154541.
    10.3390/en14154541
  8. Gabriel Santos; Tiago Pinto; Zita Vale. "Ontologies to Enable Interoperability of Multi-Agent Electricity Markets Simulation and Decision Support". Electronics 10 11 (2021): 1270-1270. https://doi.org/10.3390/electronics10111270.
    10.3390/electronics10111270
  9. Gabriel Santos; Pedro Faria; Zita Vale; Tiago Pinto; Juan M. Corchado. "Constrained Generation Bids in Local Electricity Markets: A Semantic Approach". Energies 13 15 (2020): 3990-3990. https://doi.org/10.3390/en13153990.
    10.3390/en13153990
  10. Santos, G.; Vale, Z.; Faria, P.; Gomes, L.. "BRICKS: Building's reasoning for intelligent control knowledge-based system". Sustainable Cities and Society 52 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85072629652&partnerID=MN8TOARS.
    10.1016/j.scs.2019.101832
  11. Brigida Teixeira; Gabriel Santos; Tiago Pinto; Zita Vale; Juan M. Corchado; Santos, Gabriel. "Application Ontology for Multi-Agent and Web-Services’ Co-Simulation in Power and Energy Systems". IEEE Access 8 (2020): 81129-81141. https://doi.org/10.1109/ACCESS.2020.2991010.
    10.1109/ACCESS.2020.2991010
  12. Tiago Pinto; Ricardo Faia; Maria Navarro-Caceres; Gabriel Santos; Juan Manuel Corchado; Zita Vale. "Multi-Agent-Based CBR Recommender System for Intelligent Energy Management in Buildings". IEEE Systems Journal 13 1 (2019): 1084-1095. https://doi.org/10.1109/JSYST.2018.2876933.
    10.1109/JSYST.2018.2876933
  13. Silva, Francisco; Santos, Gabriel; Praça, Isabel; Vale, Zita. "A context-based building security alarm through power and sensors analysis". Energy Informatics 1 S1 (2018): http://dx.doi.org/10.1186/s42162-018-0045-z.
    10.1186/s42162-018-0045-z
  14. Santos, Gabriel; Pinto, Tiago; Praça, Isabel; Vale, Zita. "Iberian electricity market ontology to enable smart grid market simulation". Energy Informatics 1 1 (2018): http://dx.doi.org/10.1186/s42162-018-0018-2.
    10.1186/s42162-018-0018-2
  15. Teixeira, Brígida; Pinto, Tiago; Silva, Francisco; Santos, Gabriel; Praça, Isabel; Vale, Zita. "Multi-Agent Decision Support Tool to Enable Interoperability among Heterogeneous Energy Systems". Applied Sciences 8 3 (2018): 328. http://dx.doi.org/10.3390/app8030328.
    10.3390/app8030328
  16. Santos, Gabriel; Pinto, Tiago; Vale, Zita; Praça, Isabel; Morais, Hugo. "Enabling Communications in Heterogeneous Multi-Agent Systems: Electricity Markets Ontology". ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal 5 2 (2016): 15-42. http://dx.doi.org/10.14201/adcaij2016522542.
    10.14201/adcaij2016522542
  17. Santos, Gabriel; Pinto, Tiago; Praça, Isabel; Vale, Zita. "An Interoperable Approach for Energy Systems Simulation: Electricity Market Participation Ontologies". Energies 9 11 (2016): 878. http://dx.doi.org/10.3390/en9110878.
    10.3390/en9110878
  18. Santos, Gabriel; Gabriel Santos; Tiago Pinto; Isabel Praça; Zita Vale. "MASCEM: Optimizing the performance of a multi-agent system". Energy 111 1 (2016): 513-524. http://www.sciencedirect.com/science/article/pii/S0360544216307654.
    Published • http://dx.doi.org/10.1016/j.energy.2016.05.127
  19. Santos, Gabriel; Silva, F.; Teixeira, B.; Pinto, T.; Santos, G.; Vale, Z.; Praça, I.. "Generation of realistic scenarios for multi-agent simulation of electricity markets". Energy 116, Part (2016): 128-139. http://www.sciencedirect.com/science/article/pii/S0360544216313664.
    https://doi.org/10.1016/j.energy.2016.09.096
  20. Santos, Gabriel; Pinto, Tiago; Morais, Hugo; Sousa, Tiago M.; Pereira, Ivo F.; Fernandes, Ricardo; Praça, Isabel; Vale, Zita. "Multi-agent simulation of competitive electricity markets: Autonomous systems cooperation for European market modeling". Energy Conversion and Management 99 (2015): 387-399. http://dx.doi.org/10.1016/j.enconman.2015.04.042.
    Published • 10.1016/j.enconman.2015.04.042
  21. Morais, Hugo; Sousa, Tiago M.; Santos, Gabriel; Pinto, Tiago; Praça, Isabel; Vale, Zita. "Coalition of distributed generation units to Virtual Power Players - a game theory approach". Integrated Computer-Aided Engineering 22 3 (2015): 297-309. http://dx.doi.org/10.3233/ica-150490.
    10.3233/ica-150490
  22. Pinto, Tiago; Vale, Zita; Sousa, Tiago M.; Pra\c{c. "Adaptive Learning in Agents Behaviour: A Framework for Electricity Markets Simulation". Integr. Comput.-Aided Eng. 21 4 (2014): 399-415. http://dx.doi.org/10.3233/ICA-140477.
    Published • 10.3233/ICA-140477
Magazine article
  1. Ana Estanqueiro; Antonio Couto; Dawei Qiu; Goran Strbac; Evelyn Sperber; Santos, Gabriel; Joannes Kochems; et al. "New Markets Design & Models for 100% Renewable Power Systems", European Energy Innovation Magazine, 2022, https://www.europeanenergyinnovation.eu/OnlinePublication/Winter2022/index.html#p=27.
Preprint
  1. Gabriel Santos; Morais, H.; Pinto, Tiago; Corchado, Juan M.; Vale, Zita. "Intelligent Energy Systems Ontology to support markets and power systems co-simulation interoperability". 2021. https://www.researchgate.net/publication/354820157_Intelligent_Energy_Systems_Ontology_to_support_markets_and_power_systems_co-simulation_interoperability.
  2. Gabriel Santos; Gomes, Luis; Pinto, Tiago; Faria, Pedro; Vale, Zita. "MARTINE’s real-time local market simulation with a semantically interoperable society of multi-agent systems". 2021. https://www.researchgate.net/publication/353972722_MARTINE's_real-time_local_market_simulation_with_a_semantically_interoperable_society_of_multi-agent_systems.
Report
  1. Rinne, Erkka; Schimeczek, Christoph; Algarvio, Hugo; Santos, Gabriel; Cvetkovic, Milos; Jimenez, Ingrid Sanchez; Vries, Laurens de; et al. 2021. Open-access tool of linked electricity market models: Deliverable D4.8. http://hdl.handle.net/10400.9/3709.
Thesis / Dissertation
  1. "Ontologies for the Interoperability of Heterogeneous Multi-Agent Systems in the scope of Energy and Power Systems". PhD, Universidad de Salamanca, 2021. http://hdl.handle.net/10366/149386.
  2. Santos, Gabriel. "Ontologies for the interoperability of multiagent electricity markets simulation platforms". 2015. http://recipp.ipp.pt/handle/10400.22/8200.

Other

Dataset
  1. Gabriel Santos; Morais, H.; Pinto, Tiago; Corchado, Juan M.; Vale, Zita. Intelligent Energy Systems Ontology: Local flexibility market and power system co-simulation demonstration [v2]. https://zenodo.org/records/10137320. 2023.
    10.5281/zenodo.10137320
  2. Veiga, Bruno; Gabriel Santos; Pinto, Tiago; Faia, Ricardo; Ramos, Carlos; Vale, Zita. Demonstration of Simulation Tools for Electricity Markets considering Power Flow Analysis. https://zenodo.org/records/7635797. 2023.
    10.5281/zenodo.7635797
  3. Gabriel Santos; Morais, H.; Pinto, Tiago; Corchado, Juan M.; Vale, Zita. Intelligent Energy Systems Ontology: Local flexibility market and power system co-simulation demonstration [v1]. https://zenodo.org/records/5526903. 2021.
    10.5281/zenodo.5526903
  4. Gabriel Santos; Canito, Alda; Carvalho, Rui; Pinto, Tiago; Vale, Zita; Marreiros, Goreti; Corchado, Juan M. Semantic Services Catalog: Demonstration of Multiagent Systems Society co-simulation. https://zenodo.org/records/4717828. 2021.
    10.5281/zenodo.4717828
  5. Gabriel Santos; Gomes, Luis; Pinto, Tiago; Vale, Zita; Faria, Pedro. MARTINE Semantic Interoperability: Local Electricity Market Hour-Ahead Session. https://zenodo.org/records/4524991. 2021.
    10.5281/zenodo.4524991
Other output
  1. Horizontal Solutions for Cyber-Physical Systems evaluated in Energy Flexibility and Traffic Accident cases. 2020. Latvakoski, Juhani; Roelands, Marc; Tilvis, Marko; Genga, Laura; Santos, Gabriel; Marreiros, Goreti; Vale, Zita; et al. https://itea3.org/project/result/download/7344/Horizontal Solutions for Cyber-Physical Systems evaluated in Energy Flexibility and Traffic Accident cases.pdf.
    10.13140/RG.2.2.13495.34728