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Tiago Pinto got his PhD in 2016 from the Universidade de Trás-os-Montes e Alto Douro (UTAD) Escola de Ciências e Tecnologia, his MSC in Computer Science - Knowledge and Decision Support (2011) and BSc in Computer Science (2008) from the Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto (ISEP/IPP). Tiago is an Assistant Professor at UTAD (Universidade de Trás-os-Montes e Alto Douro) and a senior researcher at INESC-TEC. He is also the Chair of IEEE PES Working Group on Multi-Agent Systems and Vice-Chair of IEEE PES Task Force on Open Data Sets. He has participated or participates in more than 45 national and international research projects, 7 of them as Project Coordinator, 1 as Co - Principal Investigator, 5 as Country coordinator. Tiago has published more than 70 papers in international journals, 16 book chapters and 8 edited books. He has also published more than 200 papers in international conferences. He has supervised/co-supervised multiple students (11 PhD, 3 concluded, 41 MSc, 21 concluded, 56 BSc, 51 concluded; and several international students from exchange programs such as EASMUS and PROPICIE). Tiago has a long experience in the organization of conferences, workshops, special sessions, tutorials and panel sessions in multiple relevant international congresses, such as IEEE PES-GM, IEEE SSCI, AAMAS, IJCAI, ECAI; and of special issues edition in international SCI journals. Tiago has received 19 prizes and awards. The main research interests are Artificial Intelligence (multiagent systems, machine learning, game theory, automated negotiation, metaheuristic optimization) in the domains of Power and Energy Systems (manly electricity markets, smart grid and building energy management) and Industry and mobility (including the development of intelligent solutions for enhanced productivity, management and operation of factories, and the development of innovative solutions for electrical vehicles).
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Identification

Personal identification

Full name
Tiago Pinto

Citation names

  • Pinto, Tiago

Author identifiers

Ciência ID
2414-9B03-C4BB
ORCID iD
0000-0001-8248-080X
Google Scholar ID
https://scholar.google.com/citations?user=RfV9O88AAAAJ&hl=en&oi=ao
Researcher Id
T-2245-2018
Scopus Author Id
35219107600

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language Speaking Reading Writing Listening Peer-review
Spanish; Castilian Intermediate (B1) Intermediate (B1) Beginner (A1) Intermediate (B1)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Portuguese Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Education
Degree Classification
2016
Concluded
 Doutoramento em Informática (Doutoramento)
Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
"Decision support for the strategic behaviour of electricity market players" (THESIS/DISSERTATION)
 19
2011
Concluded
 Engenharia Informática - Tecnologias do conhecimento e decisão (Mestrado)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
"Adaptive Learning in Agents Behaviour: A Framework for Electricity Markets Simulation " (THESIS/DISSERTATION)
 18
2008
Concluded
 Engenharia Informática (Licenciatura)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
"Adaptive Learning in Games" (THESIS/DISSERTATION)
 14
Affiliation

Science

Category
Host institution 		Employer
2022/03/01 - Current Researcher (Research) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2019/01/14 - 2022/02/20 Auxiliary Researcher (Research) Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
2015 - 2017 Contracted Researcher (Research) Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
2011 - 2015 Researcher (Research) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2008/05/01 - 2011 Researcher (Research) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2022/02/28 - Current Assistant Professor (University Teacher) Universidade de Trás-os-Montes e Alto Douro, Portugal
2019/09/01 - 2023/02/01 Invited Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Others

Category
Host institution 		Employer
2018/02/12 - 2018/12/31 CTO EcoSync, Lt., United Kingdom
2017/01/01 - 2018/12/31 Researcher - Marie Sklodowska Curie Individual Fellowship Universidad de Salamanca, Spain
Projects

Grant

Designation Funders
2012 - 2015 Decision Support for the Strategic Behaviour of Electricity Market Players
SFRH/BD/80632/2011
Principal investigator
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Concluded

Contract

Designation Funders
2024 - Current Comparative Analysis Among Soft Computing Techniques for Non-Technical Losses Detection in Power Distribution Systems (FAPESP RIA 2023/14980-9)
FAPESP RIA 2023/14980-9
Country coordinator
2024 - Current WindSyn - Large scale wind data modelling, forecasting and synthetic generation (FCT/RNCA 2023.10485.CPCA.A0)
FCT/RNCA 2023.10485.CPCA.A0
Principal investigator
2024 - Current Data4LEM - Synthetic and Explainable Data Generation for the Simulation and Analysis of Future Local Electricity Markets (LA/P/0063/2020)
LA/P/0063/2020
Principal investigator
2023 - Current SUCESSO@UTAD (POCH/P2020/EU social fund ref. "POCH-02-53I2-FSE-000049 - SKILLS 4 POST-COVID - Skills for the Future in Higher Education).
POCH/P2020/EU social fund ref. "POCH-02-53I2-FSE-000049 - SKILLS 4 POST-COVID - Skills for the Future in Higher Education
Researcher
2023 - Current Novas abordagens baseadas em otimização para o planejamento da expansão e operação de sistemas de distribuição de energia elétrica com mercados elétricos locais, Universidade Estadual Paulista (FAPESP Nº 22/03161-4)
FAPESP Nº 22/03161-4
Researcher
2023 - Current Estimação de Perdas Não Técnicas: Uma Abordagem Top-Down (CNPq/MCTI Nº 10/2023 2023/03151-1)
CNPq/MCTI Nº 10/2023 2023/03151-1
Researcher
2023 - Current Artificial intelligence techniques applied to electricity markets (FAPESP Nº 2022/14721-0)
FAPESP Nº 2022/14721-0
Country coordinator
2023 - Current DIH 4 Global Automotive (IAPMEI DIH despacho n.º 6269/2021)
IAPMEI DIH despacho n.º 6269/2021
Researcher
2023 - Current SCORE - Sistema complementar de apoio ao ensino (UTAD Incentivo a projetos de inovação pedagógica 2022)
UTAD Incentivo a projetos de inovação pedagógica 2022
Principal investigator
2022 - Current ATTRACT DIH - Digital Innovation Hub for Artificial Intelligence and High-Performance Computing (NECT DIGITAL-2021-EDIH-01 101083770)
NECT DIGITAL-2021-EDIH-01 101083770
Researcher
Ongoing
2022 - Current Skills for Life (PRR 002/C06-i03.03/2021 e N.º 002/C06-i04.01/2021)
PRR 002/C06-i03.03/2021 e N.º 002/C06-i04.01/2021
Researcher
2021/09/01 - Current Development of Artificial Intelligence Techniques for the Optimization of Electric Power Distribution Systems
2019.00141.CBM
Principal investigator
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
 Fundação para a Ciência e a Tecnologia
2021/09/01 - Current AMPlify - AI Modelling Platform
ITEA 3 Call AI no. 20220
Country Coordinator; WP Leader
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
 European Commission
2021/03/15 - Current PRECISE - Power and Energy Cyber-Physical Solutions with Explainable Semantic Learning
PTDC/EEI-EEE/6277/2020
Co-Principal Investigator
Fundação para a Ciência e a Tecnologia
2021 - Current InnoSale - Innovating Sales and Planning of Complex Industrial Products Exploiting Artificial Intelligence (ITEA 4 no. 20054 InnoSale)
ITEA 4 no. 20054 InnoSale
Country coordinator - Portugal; WP Leader
2020/10/01 - Current IoTalentum - Internet of Things: Advance Learning in Networked Training
H2020-MSCA-ITN-2020 953442
Researcher
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
 European Commission
Ongoing
2020/03/17 - Current AIDOS - Systematic Development of AI-based Industrial Domain Solutions
ITEA 19030
Country Coordinator; WP Leader
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
 European Commission
Ongoing
2020/02/01 - Current 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
 European Commission
Ongoing
2018 - Current MAS-Society - Multi-Agent Systems Semantic Interoperability for simulation and Decision Support in Complex Energy Systems
PTDC/EEI-EEE/28954/2017
Researcher
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Ongoing
2017 - Current CONTEST - Innovative CONsumer aggregation to improve demand response and Tariff design for Energy and Services Transactions
ANI - P2020 Ref. SAICT-POL/23575/2016
Researcher
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Ongoing
2017 - Current DOMINOES - Smart Distribution Grid: a Market Driven Approach for the Next Generation of Advanced Operation Models and Services
H2020 grant agreement no. 771066
Researcher
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Ongoing
2016 - Current ecoCASA - Intelligent Spaces And Social Computing For Behaviour Change In End-Consumers
RTC-2016-5250-6
Researcher
Universidad de Salamanca, Spain
Ongoing
2016 - Current GREEDi - Plataforma Inteligente e Segura para Gestão de Recursos Energéticos em Edifícios de Grande Dimensão
P2020-33/SI/2015-17822
Researcher
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Concluded
2016 - Current SIMOCE - Sistema inteligente para a monitorização e otimização do consumo energético
P2020-33/SI/2015-17690
Researcher
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Concluded
2015 - Current 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 Grant Agreement no. 641794
Researcher
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Concluded
2015 - Current MANTIS - Cyber Physical System based Proactive Collaborative Maintenance
ECSEL JU Grant nr. 662189
Researcher
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Concluded
2014 - Current SASGER-MeC - Simulation and analysis of smart grids with renewable energy sources in the scope of competitive markets
NORTE-07-0162-FEDER-000101
Researcher
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Concluded
2013 - Current GID-MicroRede – Intelligent and Decentralized Management System for Private Microgrids
ADI - Project no. 34086
Researcher
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Concluded
2013 - Current SEAS – Smart Energy Aware Systems
project ITEA2 no. 12004
Researcher
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Concluded
2012 - Current Analysis to Promote Energy Efficiency Considering Demand Response and Non-technical Losses
PIRSES-GA-2012-318912
Researcher
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Concluded
2012 - Current MAN-REM - Multi-agent Negotiation and Risk Management in Electricity Markets
PTDC/EEA-EEL/122988/2010
Researcher
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Concluded
2010 - Current ID-MaP - Intelligent Decision Support for Electricity Market Players
PTDC/EEA-EEL/099832/2008
Research Fellow
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Concluded
2019/03 - 2025/02 Strategic decision making and context aware machine learning for agents negotiations in local energy markets
CEECIND/01811/2017
Principal investigator
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
 Fundação para a Ciência e a Tecnologia
Ongoing
2017/01/01 - 2018/12/31 ADAPT - Adaptive Decision support for Agents negotiation in electricity market and smart grid Power Transactions
H2020-MSCA-IF Grant Agreement no. 703689
Principal investigator
Universidad de Salamanca, Spain
2012/04/01 - 2015/09/30 MAN-REM - Negociação Multi-agente e Gestão de Risco em Mercados de Energia Eléctrica
PTDC/EEA-EEL/122988/2010
Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal

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

Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2007/10/01 - 2011/02/28 ViP-DiGEM - Produtores Virtuais e Comercialização de Produção Distribuída em Mercados de Energia
PTDC/ENR/72889/2006
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2008 - 2010 ViP-DiGEM - VIrtual power Producers and DIstributed Generation trading in Energy Markets
PTDCC/ENER/72889/2006
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
Concluded
Outputs

Publications

Book
  1. Silva, J.; Praça, I.; Pinto, T.; Vale, Z.. Energy consumption forecasting using ensemble learning algorithms. 2020.
    10.1007/978-3-030-23946-6_1
  2. Pinto, Tiago; Soares, J ou Soares, João; Lezama, Fernando. Multi-Agent Energy Systems Simulation. MDPI. 2020.
    Published • 10.3390/books978-3-03943-650-7
  3. Pinto, T.; Praça, I.; Vale, Z.; Santos, C.. Collaborative reinforcement learning of energy contracts negotiation strategies. 2019.
    10.1007/978-3-030-24299-2_17
  4. Faia, R.; Pinto, T.; Vale, Z.. Fair remuneration of energy consumption flexibility using shapley value. 2019.
    10.1007/978-3-030-30241-2_45
  5. Pinto, T.; Vale, Z.. Contextual simulated annealing q-learning for pre-negotiation of agent-based bilateral negotiations. 2019.
    10.1007/978-3-030-30241-2_44
  6. Silva, F.; Pinto, T.; Praça, I.; Vale, Z.. Identifying Most Probable Negotiation Scenario in Bilateral Contracts with Reinforcement Learning. 2019.
    10.1007/978-3-030-16181-1_53
  7. 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
  8. Nascimento, J.; Pinto, T.; Vale, Z.. Electricity price forecast for futures contracts with artificial neural network and spearman data correlation. 2019.
    10.1007/978-3-319-99608-0_2
  9. Andrade, R.; Pinto, T.; Praça, I.; Vale, Z.. UCB1 based reinforcement learning model for adaptive energy management in buildings. 2019.
    10.1007/978-3-319-99608-0_1
  10. Jozi, A.; Ramos, D.; Gomes, L.; Faria, P.; Pinto, T.; Vale, Z.. Demonstration of an energy consumption forecasting system for energy management in buildings. 2019.
    10.1007/978-3-030-30241-2_39
  11. Ribeiro, C.; Pinto, T.; Vale, Z.; Baptista, J.. Data mining for prosumers aggregation considering the self-generation. 2018.
    10.1007/978-3-319-62410-5_12
  12. 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
  13. Silva, F.; Faia, R.; Pinto, T.; Praça, I.; Vale, Z.. Optimizing opponents selection in bilateral contracts negotiation with particle swarm. 2018.
    10.1007/978-3-319-94779-2_11
  14. Rodriguez-Fernandez, J.; Pinto, T.; Silva, F.; Praça, I.; Vale, Z.; Corchado, J.M.. Reputation computational model to support electricity market players energy contracts negotiation. 2018.
    10.1007/978-3-319-94779-2_12
  15. Santos, G.; Pinto, T.; Vale, Z.. Ontologies for the interoperability of heterogeneous multi-agent systems in the scope of power and energy systems. 2017.
    10.1007/978-3-319-61578-3_42
  16. Vinagre, E.; Pinto, T.; Vale, Z.; Ramos, C.. Big data in efficient smart grids management. 2017.
    10.1007/978-3-319-61578-3_41
  17. Silva, F.; Pinto, T.; Praça, I.; Vale, Z.; Teixeira, B.; Marreiros, G.. Decision support system for the negotiation of bilateral contracts in electricity markets. 2017.
    10.1007/978-3-319-61578-3_44
  18. Faia, R.; Pinto, T.; Vale, Z.. Decision support for agents’ participation in electricity markets. 2017.
    10.1007/978-3-319-61578-3_43
  19. Ribeiro, C.; Pinto, T.; Vale, Z.; Baptista, J.. Remuneration and tariffs in the context of virtual power players. 2017.
    10.1007/978-3-319-61578-3_39
  20. Gazafroudi, A.S.; Prieto-Castrillo, F.; Pinto, T.; Corchado, J.M.. Organization-based multi-agent system of local electricity market: Bottom-up approach. 2017.
    10.1007/978-3-319-61578-3_38
  21. Canizes, B.; Pinto, T.; Soares, J.; Vale, Z.; Chamoso, P.; Santos, D.. Smart city: A GECAD-BISITE energy management case study. 2017.
    10.1007/978-3-319-61578-3_9
  22. Gazafroudi, A.S.; Prieto-Castrillo, F.; Pinto, T.; Jozi, A.; Vale, Z.. Economic evaluation of predictive dispatch model in MAS-based smart home. 2017.
    10.1007/978-3-319-61578-3_8
  23. Santos, G.; Pinto, T.; Praça, I.; Vale, Z.. Nord pool ontology to enhance electricity markets simulation in MASCEM. 2017.
    10.1007/978-3-319-65340-2_24
  24. Faia, R.; Pinto, T.; Vale, Z.. Initial solution heuristic for portfolio optimization of electricity markets participation. 2017.
    10.1007/978-3-319-60285-1_11
  25. Teixeira, B.; Pinto, T.; Santos, G.; Praça, I.; Vale, Z.. Tools control center to enable the joint simulation of multi-agent systems. 2017.
    10.1007/978-3-319-61578-3_45
  26. Pinto, T.; Vale, Z.; Praça, I.; Santos, G.. Demonstration of ALBidS: Adaptive learning strategic bidding system. 2016.
    10.1007/978-3-319-39324-7_31
  27. Faia, R.; Pinto, T.; Vale, Z.. Optimization of electricity markets participation with simulated annealing. 2016.
    10.1007/978-3-319-40159-1_3
  28. Santos, G.; Pinto, T.; Vale, Z.; Praça, I.; Morais, H.. Electricity markets ontology to support MASCEM’s simulations. 2016.
    10.1007/978-3-319-39387-2_33
  29. Ribeiro, C.; Pinto, T.; Vale, Z.. Customized normalization method to enhance the clustering process of consumption profiles. 2016.
    10.1007/978-3-319-40114-0_8
  30. Freitas, A.; Praça, I.; Pinto, T.; Sousa, T.; Vale, Z.. Network operator agent: Endowing MASCEM simulator with technical validation. 2016.
    10.1007/978-3-319-39387-2_32
  31. Faia, R.; Pinto, T.; Vale, Z.. Dynamic fuzzy estimation of contracts historic information using an automatic clustering methodology. 2015.
    10.1007/978-3-319-19033-4_23
  32. Santos, G.; Pinto, T.; Gomes, L.; Silva, M.; Morais, H.; Vale, Z.; Praça, I.. Agent-based smart grid market simulation with connection to real infrastructures. 2015.
    10.1007/978-3-319-19033-4_24
  33. Pinto, T.; Santos, G.; Marques, L.; Sousa, T.M.; Praça, I.; Vale, Z.; Abreu, S.L.. Solar intensity characterization using data-mining to support solar forecasting. 2015.
    10.1007/978-3-319-19638-1_22
  34. Sousa, T.M.; Pinto, T.; Praça, I.; Vale, Z.; Morais, H.. Reinforcement learning based on the bayesian theorem for electricity markets decision support. 2014.
    10.1007/978-3-319-07593-8_18
  35. Pereira, R.; Sousa, T.M.; Pinto, T.; Praça, I.; Vale, Z.; Morais, H.. Strategic bidding for electricity markets negotiation using support vector machines. 2014.
    10.1007/978-3-319-07476-4_2
  36. Pereira, I.F.; Sousa, T.M.; Praça, I.; Freitas, A.; Pinto, T.; Vale, Z.; Morais, H.. Data extraction tool to analyse, transform and store real data from electricity markets. 2014.
    10.1007/978-3-319-07593-8_45
  37. Pereira, I.F.; Sousa, T.M.; Praca, I.; Freitas, A.; Pinto, T.; Vale, Z.; Morais, H.. Automatic electricity markets data extraction for realistic multi-agent simulations. 2014.
    10.1007/978-3-319-07551-8_41
  38. Pinto, T.; Vale, Z.; Sousa, T.M.; Sousa, T.; Morais, H.; Praça, I.. Particle Swarm Optimization of Electricity Market Negotiating Players Portfolio. 2014.
    10.1007/978-3-319-07767-3_25
  39. Fernandes, R.; Santos, G.; Praça, I.; Pinto, T.; Morais, H.; Pereira, I.F.; Vale, Z.. Elspot: Nord Pool Spot Integration in MASCEM Electricity Market Simulator. 2014.
    10.1007/978-3-319-07767-3_24
  40. Santos, G.; Pinto, T.; Vale, Z.; Morais, H.; Praça, I.. Upper ontology for multi-agent energy systems' applications. 2013.
    10.1007/978-3-319-00551-5_73
  41. Pinto, T.; Vale, Z.. Adaptive learning in games: Defining profiles of competitor players. 2013.
    10.1007/978-3-319-00551-5_43
  42. Pinto, T.; Praça, I.; Santos, G.; Vale, Z.. Demonstration of the multi-agent simulator of competitive electricity markets. 2013.
    10.1007/978-3-642-38073-0-36
  43. Sousa, T.M.; Pinto, T.; Vale, Z.; Praça, I.; Morais, H.. Adaptive learning in multiagent systems: A forecasting methodology based on error analysis. 2012.
    10.1007/978-3-642-28762-6_42
  44. Pinto, T.; Sousa, T.M.; Vale, Z.; Praça, I.; Morais, H.. Metalearning in ALBidS: A strategic bidding system for electricity markets. 2012.
    10.1007/978-3-642-28762-6_30
  45. Pinto, T.; Vale, Z.; Rodrigues, F.; Morais, H.; Praça, I.. Bid definition method for electricity markets based on an adaptive multiagent system. 2011.
    10.1007/978-3-642-19875-5_39
  46. Pinto, T.; Vale, Z.; Rodrigues, F.; Morais, H.; Praça, I.. Strategic bidding methodology for electricity markets using adaptive learning. 2011.
    10.1007/978-3-642-21827-9_50
  47. Silva, P.S.; Trigo, A.; Varajão, J.; Pinto, T.. Simulation - Concepts and applications. 2010.
    10.1007/978-3-642-16324-1_51
Book chapter
  1. Rodrigo Pereira; Claudio Lima; Arsénio Reis; Tiago Pinto; João Barroso. "Review of Platforms and Frameworks for Building Virtual Assistants". 2024.
    10.1007/978-3-031-45648-0_11
  2. Bruno Veiga; Tiago Pinto; Rúben Teixeira; Carlos Ramos. "Vision Transformers Applied to Indoor Room Classification". 2023.
    10.1007/978-3-031-49011-8_44
  3. Arlindo Santos; Claudio Lima; Arsénio Reis; Tiago Pinto; Paulo Nogueira; João Barroso. "Design of Context-Aware Information Systems in Manufacturing Industries: Overview and Challenges". 2023.
    10.1007/978-3-031-38318-2_32
  4. Dani Vidal; Tiago Pinto; José Baptista. "Sizing of Urban Power Systems Based on Renewable Sources". 2023.
    10.1007/978-3-031-38318-2_26
  5. Brígida Teixeira; Ricardo Faia; Tiago Pinto; Zita Vale. "Study of Forecasting Methods’ Impact in Wholesale Electricity Market Participation". 2023.
    10.1007/978-3-031-38318-2_27
  6. Rodrigo Pereira; Arsénio Reis; João Barroso; José Sousa; Tiago Pinto. "Virtual Assistants Applications in Education". 2022.
    10.1007/978-3-031-22918-3_38
  7. Carlos Rodrigues; Arsénio Reis; Rodrigo Pereira; Paulo Martins; José Sousa; Tiago Pinto. "A Review of Conversational Agents in Education". 2022.
    10.1007/978-3-031-22918-3_37
  8. Jacint Duduka; Arsénio Reis; Rodrigo Pereira; Eduardo Pires; José Sousa; Tiago Pinto. "The Impact of Artificial Intelligence on Chatbot Design". 2022.
    10.1007/978-3-031-22918-3_39
  9. Pinto, Tiago; Gomes, Luis; Faria, Pedro; Vale, Zita; Teixeira, Nuno; Ramos, Daniel. "Intelligent Simulation and Emulation Platform for Energy Management in Buildings and Microgrids". In Machine Learning for Smart Environments/Cities, 167-181. Springer International Publishing, 2022.
    Published • 10.1007/978-3-030-97516-6_9
  10. Mota, Bruno; Pinto, Tiago; Vale, Zita; Ramos, Carlos. "Chapter 3: Deep Learning in Intelligent Power and Energy Systems". In Intelligent Data Mining and Analysis in Power and Energy Systems: Models and Applications for Smarter Efficient Power Systems, edited by Vale, Zita; Pinto, Tiago; Negnevitsky, M.; Venayagamoorthy, G.K.. Wiley, 2022.
    Published • doi.org/10.1002/9781119834052.ch3
  11. Pinto, Tiago; Vale, Zita. "Chapter 8: Electricity market participation profiles classification for decision support in market negotiation". In Intelligent Data Mining and Analysis in Power and Energy Systems: Models and Applications for Smarter Efficient Power Systems. Wiley, 2022.
    Published • doi.org/10.1002/9781119834052.ch8
  12. Barreto, Rúben; Pinto, Tiago; Vale, Zita. "Chapter 9: Socio-demographic, economic and behavioural analysis of electric vehicles". In Intelligent Data Mining and Analysis in Power and Energy Systems: Models and Applications for Smarter Efficient Power Systems. 2022.
    Published • doi.org/10.1002/9781119834052.ch9
  13. Vale, Zita; Pinto, Tiago; Negnevitsky, Michael; Venayagamoorthy, Ganesh Kumar. "Conclusions". In Intelligent Data Mining and Analysis in Power and Energy Systems: Models and Applications for Smarter Efficient Power Systems. Wiley, 2022.
    Published
  14. Francisco Lecumberri de Alba; Alfonso González-Briones; Pablo Chamoso; Tiago Pinto; Zita Vale; Juan M. Corchado. "A P2P Electricity Negotiation Agent Systems in Urban Smart Grids". 97-106. Springer International Publishing, 2021.
    10.1007/978-3-030-53829-3_9
  15. 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
  16. 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
  17. 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
  18. Rui Andrade; Tiago Pinto; Isabel Praça. "Trust Model for a Multi-agent Based Simulation of Local Energy Markets". 2020.
    10.1007/978-3-030-51999-5_15
  19. Vale, Zita; Pinto, Tiago. "Chapter 7: Electricity Markets - 7.3 - Market Analysis and Clearing". In Applications of Modern Heuristic Optimization Methods in Power and Energy Systems, edited by Lee, Kwang; Vale, Zita, 781. 2020.
  20. Pinto, Tiago; Vale, Zita. "Chapter 7: Electricity Markets - 7.4 - Electricity Market Forecasting". In Applications of Modern Heuristic Optimization Methods in Power and Energy Systems, edited by Lee, Kwang; Vale, Zita, 793. 2020.
  21. Pinto, Tiago; Vale, Zita. "Chapter 7: Electricity Markets - 7.6 - Conclusions". In Applications of Modern Heuristic Optimization Methods in Power and Energy Systems, edited by Lee, Kwang; Vale, Zita, 812. 2020.
  22. Fernando Lezama; Enrique Munoz de Cote; Alessandro Farinelli; João Soares; Tiago Pinto; Zita Vale. "Distributed Constrained Optimization Towards Effective Agent-Based Microgrid Energy Resource Management". 2019.
    10.1007/978-3-030-30241-2_37
  23. Pinto, T.; Vale, Z.; Praça, I.; Gomes, L.; Faria, P.. "Multi-agent electricity markets and smart grids simulation with connection to real physical resources". 305-327. 2018.
    10.1007/978-3-319-74263-2_11
  24. Pinto, Tiago; Morais, Hugo; Vale, Zita; Pereira, Isabel Cecília Correia da Silva Praça Gomes. "Multi-Agent Negotiation for Coalition Formation and Management in Electricity Markets". In Sustainable Cities and Society. Lisboa: Bentham e-books, 2012.
    Published
  25. Vale, Zita A.; Morais, Hugo; Pinto, Tiago; Praça, Isabel; Ramos, Carlos. "Electricity Markets Simulation: MASCEM Contributions to the Challenging Reality". In Handbook of Networks in Power Systems I, 173-212. Springer Berlin Heidelberg, 2012.
    10.1007/978-3-642-23193-3_7
Conference paper
  1. Inês Teixeira; José Baptista; Pinto, Tiago. "Solar intensity classification with imbalanced data", 2023 International Conference on Intelligent Systems Design and Applications (ISDA), December 11-13, 2023". 2023.
  2. Bruno Veiga; Pinto, Tiago; Ruben Teixeira; Carlos Ramos. "Vision Transformers Applied to Indoor Room Classification", 22nd EPIA Conference on Artificial Intelligence, Horta, Azores, Portugal, September, 2023". 2023.
  3. Aria Jozi; Pinto, Tiago; Luis Gomes; Goreti Marreiros; Vale, Zita. "Rule-Based System for Intelligent Energy Management in Buildings", 22nd EPIA Conference on Artificial Intelligence, Horta, Azores, Portugal, September, 2023". 2023.
  4. Carvalho, João; Pinto, Tiago; Home-Ortiz, Juan M.; Teixeira, Brigida; Vale, Zita; Romero, Ruben. "Dynamic parameterization of metaheuristics using a multi-agent system for the optimization of electricity market participation". Paper presented in International Symposium on Distributed Computing and Artificial Intelligence (DCAI), Guimarães, 2023.
    Published • 10.1007/978-3-031-38318-2_25
  5. Pedro Monteiro ; Claudio Lima; Pinto, Tiago; Paulo Nogueira; Reis, Arsénio; Filipe, Vítor. "Context-Aware Applications in Industry 4.0: A Systematic Literature Review", International Symposium on Distributed Computing and Artificial Intelligence (DCAI), Special Sessions, Guimarães, Portugal, July 2023". 2023.
  6. Dani Vidal; Pinto, Tiago; José Baptista. "Sizing of Urban Power Systems Based on Renewable Sources", International Symposium on Distributed Computing and Artificial Intelligence (DCAI), Special Sessions, Guimarães, Portugal, July 2023". 2023.
  7. Hugo Anes; Pinto, Tiago; Cláudio Lima; Paulo Nogueira; Reis, Arsénio. "Wearable Devices in Industry 4.0: A Systematic Literature Review", International Symposium on Distributed Computing and Artificial Intelligence (DCAI), Special Sessions, Guimarães, Portugal, July 2023". 2023.
  8. Teixeira, Brígida; Carvalhais, Leonor; Pinto, Tiago; Vale, Zita. "Application of XAI-based framework for PV Energy Generation Forecasting". Paper presented in 2023 IEEE Conference on Artificial Intelligence (CAI), Santa Clara, 2023.
    Published • 10.1109/cai54212.2023.00036
  9. 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
  10. Carvalho, Rui; Faia, Ricardo; Santos, Gabriel; Pinto, Tiago; Vale, Zita. "Advanced Clearing Model in Prosumer Centric Local Flexibility Market". Paper presented in 18th European Energy Market Conference (EEM), Ljubljana, 2022.
    Published • 10.1109/eem54602.2022.9920996
  11. Santos, Gabriel; Faia, Ricardo; Pereira, Helder; Pinto, Tiago; Vale, Zita. "Blockchain-based Local Electricity Market Solution". Paper presented in 18th European Energy Market Conference (EEM), Ljubljana, 2022.
    Published • 10.1109/eem54602.2022.9921035
  12. Vieira, Miguel; Faia, Ricardo; Pinto, Tiago; Vale, Zita. "Schedule Peer-to-Peer Transactions of an Energy Community Using Particle Swarm". Paper presented in 18th European Energy Market Conference (EEM), Ljubljana, 2022.
    Published • 10.1109/eem54602.2022.9921094
  13. Ramos, António; Teixeira, Brígida; Santos, Gabriel; Pinto, Tiago; Vale, Zita. "Explainable artificial intelligence (XAI) techniques for energy consumption". Paper presented in 9th International Conference on Energy and Environment Research - ICEER, Porto, 2022.
    In press
  14. Oliveira, Vitor; Pinto, Tiago; Faia, Ricardo; Veiga, Bruno; Soares, Joao; Romero, Ruben; Vale, Zita. "Electricity Market Participation Using Sequential Model Algorithm Configuration". Paper presented in 21st EPIA Conference on Artificial Intelligence, EPIA 2022, Lisbon, 2022.
    Published • 10.1007/978-3-031-16474-3_21
  15. João Carvalho; Pinto, Tiago; Romero, Ruben. "Online adaptation of the search process of meta-heuristic algorithms, Workshop on Artificial Intelligence Techniques for the Optimization of Electric Power Distribution Systems, Porto, Portugal, DOI: 10.5281/zenodo.6586829, May 2022". 2022.
  16. Vitor Oliveira; Pinto, Tiago; Romero, Ruben. "Offline Metaheuristic Parameterization using Sequential Model Algorithm Configuration, Workshop on Artificial Intelligence Techniques for the Optimization of Electric Power Distribution Systems, Porto, Portugal, DOI: 10.5281/zenodo.6586885 May 2022". 2022.
  17. Oliveira, V; Pinto, T; Faia, R; Veiga, B; Soares, JP; Romero, R; Vale, Z. "Automatic Configuration of Genetic Algorithm for the Optimization of Electricity Market Participation Using Sequential Model Algorithm Configuration". 2022.
  18. Rocha, T; Pinto, T; Carvalho, D; Martins, P; Barroso, J. "Designing augmented reality cards as an educational resource to teach Portuguese Sign Language". 2022.
    10.1109/artefacto57448.2022.10061261
  19. Baptista, J; Pimenta, N; Morais, R; Pinto, T. "Modeling Stand-Alone Photovoltaic Systems with Matlab/Simulink". 2022.
    10.1007/978-3-031-16474-3_22
  20. Pinto, T; Rocha, T; Reis, A; Vale, Z. "Clustering-Based Filtering of Big Data to Improve Forecasting Effectiveness and Efficiency". 2022.
  21. Duduka, J; Reis, A; Pereira, R; Solteiro Pires, EJ; Sousa, J; Pinto, T. "The Impact of Artificial Intelligence on Chatbot Design". 2022.
  22. 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
  23. Decebal Constantin Mocanu; Elena Mocanu; Pinto, Tiago; Selima Curci; Phuong H. Nguyen; Madeleine Gibescu; Damien Ernst; Zita A. Vale. "Sparse Training Theory for Scalable and Efficient Agents". Paper presented in 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), 2021.
  24. Faia, Ricardo; Pinto, Tiago; Vale, Zita; Juan M Corchado. "Decision support for participation in local electricity markets participation considering the transaction of services and electricity at the local level, Jornadas Universidad de Salamanca, April 2021, Salamanca, Spain". 2021.
  25. Gabriel Santos; Pinto, Tiago; Vale, Zita; Juan M. Corchado. "Ontologies for the Interoperability of Heterogeneous Multi-Agent Systems in the scope of Energy and Power Systems", Jornadas Universidad de Salamanca, April 2021, Salamanca, Spain". 2021.
  26. Mocanu, DC; Mocanu, E; Pinto, T; Curci, S; Nguyen, PH; Gibescu, M; Ernst, D; Vale, ZA. "Sparse Training Theory for Scalable and Efficient Agents". 2021.
  27. Machado, EP; Morais, H; Pinto, T. "Wind Speed Forecasting Using Feed-Forward Artificial Neural Network". 2021.
  28. Teixeira, B; Pinto, T; Faria, P; Vale, ZA. "PV Generation Forecasting Model for Energy Management in Buildings". 2021.
  29. Santos, G; Canito, A; Carvalho, R; Pinto, T; Vale, ZA; Marreiros, G; Corchado, JM. "Semantic Services Catalog for Multiagent Systems Society". 2021.
  30. Santos, G; Pinto, T; Vale, ZA; Corchado, JM. "Semantic Interoperability for Multiagent Simulation and Decision Support in Power Systems". 2021.
  31. Pinto, Tiago. "Multiagent Simulation of Demand Flexibility Integration in Local Energy Markets". Paper presented in International Conference on Renewable Energy, 2020.
  32. Faia, Ricardo; Pinto, Tiago; Lezama, Fernando; Zita Vale, ISEP/IPP; Juan M. Corchado. "Optimisation for Coalitions Formation Considering the Fairness in Flexibility Market Participation". Paper presented in International Conference on Renewable Energy, 2020.
  33. Pinto, Tiago. "Trust Model for a Multi-agent Based Simulation of Local Energy Markets". Paper presented in PAAMS 2020, 2020.
  34. Pinto, Tiago; Faia, Ricardo; Fernando Lezama; Zita Vale; Juan M. Corchado. "Prosumers Flexibility as Support for Ancillary Services in Low Voltage Level". Paper presented in Workshop on Artificial Intelligence in Power and Energy Systems, 24th European Conference on Artificial Intelligence - ECAI 2020, 2020.
  35. Pinto, Tiago; Zita Vale. "Adaptive learning in multiagent systems for automated energy contacts negotiation". Paper presented in 24th European Conference on Artificial Intelligence - ECAI 2020, 2020.
  36. Pinto, Tiago; Zita Vale. "Contextual Q-Learning". Paper presented in 24th European Conference on Artificial Intelligence - ECAI 2020, 2020.
  37. Pinto, Tiago. "A P2P electricity negotiation agent systems in Urban Smart Grids". Paper presented in Distributed Computing and Artificial Intelligence, Special Sessions, 17th International Conference. DCAI 2020, 2020.
  38. Fernando Lezama; Pinto, Tiago; Ricardo Faia; Zita Vale. "Exploiting flexibility of end-users at DSO-TSO levels acting in dynamic coalitions". Paper presented in Power and Energy General Meetin, Montreal, 2020.
  39. Pinto, Tiago. "MARTINE: Multi-agent based real-time infrastructure for energy". Paper presented in 19th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020), 2020.
  40. Pinto, T; Gomes, L; Faria, P; Sousa, F; Vale, ZA. "MARTINE: Multi-Agent based Real-Time INfrastructure for Energy". 2020.
  41. de Alba, FL; Briones, AG; Chamoso, P; Pinto, T; Vale, ZA; Corchado, JM. "A P2P Electricity Negotiation Agent Systems in Urban Smart Grids". 2020.
  42. Pinto, T; Vale, ZA. "Adaptive Learning in Multiagent Systems for Automated Energy Contacts Negotiation". 2020.
  43. Pinto, T; Vale, ZA. "Contextual Q-Learning". 2020.
  44. Ribeiro, C; Pinto, T; Vale, ZA; Baptista, J. "Data Mining for Remuneration of Consumers Demand Response Participation". 2020.
    10.1007/978-3-030-51999-5_27
  45. Andrade, R; Pinto, T; Praça, I. "Trust Model for a Multi-agent Based Simulation of Local Energy Markets". 2020.
  46. Jozi, Aria; Teixeira, Brígida; Sousa, Filipe; Ramos, Daniel; Gomes, Luis; Faria, Pedro; Pinto, Tiago; Vale, Zita. "Energy Consumption Forecasting System for Energy Management in Buildings". Paper presented in AAMAS 2020 / IFAAMAS, 2020.
  47. Pinto, Tiago. "Multi-agent semantic interoperability in complex energy systems simulation and decision support". Paper presented in 20th ISAP International Conference on Intelligent System Applications to Power Systems, 2019.
  48. Pinto, Tiago; Zita Vale, ISEP/IPP. "Distributed learning of energy contracts negotiation strategies with collaborative reinforcement learning". Paper presented in 16th International Conference on the European Energy Market, 2019.
  49. Pinto, Tiago. "A MAS Simulation Model for Trusted Local Energy Markets". Paper presented in EPIA 2019 – EPIA Conference on Artificial Intelligence, 2019.
  50. Pinto, Tiago. "Contextual Simulated Annealing Q-Learning for Pre-negotiation of Agent-Based Bilateral Negotiations". Paper presented in EPIA 2019 – EPIA Conference on Artificial Intelligence, 2019.
  51. Pinto, Tiago. "Demonstration of an Energy Consumption Forecasting System for Energy Management in Buildings". Paper presented in EPIA 2019 – EPIA Conference on Artificial Intelligence, 2019.
  52. Pinto, Tiago. "Fair Remuneration of Energy Consumption Flexibility Using Shapley Value". Paper presented in EPIA 2019 – EPIA Conference on Artificial Intelligence, 2019.
  53. Fernando Lezama; Enrique Munoz de Cote; Alessandro Farinelli; João Soares; Pinto, Tiago; Zita Vale. "Distributed Constrained Optimization Towards Effective Agent-Based Microgrid Energy Resource Management". Paper presented in EPIA 2019 – EPIA Conference on Artificial Intelligence, 2019.
  54. Pinto, Tiago; Zita Vale. "An Adaptive System for Decision Support of Electricity Markets Negotiations". Paper presented in Artificial Intelligence for Social Good Workshop, 28th International Joint Conference on Artificial Intelligence (IJCAI 2019, Macau, 2019.
  55. Pinto, Tiago. "Case-based reasoning for dynamic application of optimization algorithms". Paper presented in Data science meets optimization Workshop, 28th International Joint Conference on Artificial Intelligence (IJCAI 2019),, Macau, 2019.
  56. Gonzalez-Briones, A.; Hernandez, G.; Pinto, T.; Vale, Z.; Corchado, J.M.. "A Review of the main machine learning methods for predicting residential energy consumption". 2019.
    10.1109/EEM.2019.8916406
  57. Nascimento, J.; Pinto, T.; Vale, Z.. "Day-ahead electricity market price forecasting using artificial neural network with spearman data correlation". 2019.
    10.1109/PTC.2019.8810618
  58. Faia, R.; Pinto, T.; Vale, Z.; Corchado, J.M.; Soares, J.; Lezama, F.. "Genetic Algorithms for Portfolio Optimization with Weighted Sum Approach". 2019.
    10.1109/SSCI.2018.8628773
  59. Pinto, T.; Vale, Z.. "Distributed learning of energy contracts negotiation strategies with collaborative reinforcement learning". 2019.
    10.1109/EEM.2019.8916342
  60. Pinto, A.; Pinto, T.; Praca, I.; Vale, Z.. "Classification of local energy trading negotiation profiles using artificial neural networks". 2019.
    10.1109/PESGM40551.2019.8973600
  61. Jozi, A.; Pinto, T.; Praça, I.; Vale, Z.. "Day-ahead forecasting approach for energy consumption of an office building using support vector machines". 2019.
    10.1109/SSCI.2018.8628734
  62. Jozi, A.; Pinto, T.; Marreiros, G.; Vale, Z.; Jozi, Aria; Pinto, Tiago; Marreiros, Goreti; Vale, Zita. "Electricity consumption forecasting in office buildings: An artificial intelligence approach". 2019.
    10.1109/PTC.2019.8810503
  63. Ribeiro, C.; Pinto, T.; Faria, P.; Ramos, S.; Vale, Z.; Baptista, J.; Soares, J.; Navarro-Caceres, M.; Corchado, J.M.. "Dynamic electricity tariff definition based on market price, consumption and renewable generation patterns". 2019.
    10.1109/PSC.2018.8664006
  64. Faia, R.; Pinto, T.; Vale, Z.; Corchado, J.M.. "A Local Electricity Market Model for DSO Flexibility Trading". 2019.
    10.1109/EEM.2019.8916563
  65. Silva, F.; Pinto, T.; Vale, Z.. "Decision support system for opponents selection in electricity markets bilateral negotiations: Demonstration". 2019.
  66. Pinto, T.; Vale, Z.. "AID-EM: Adaptive decision support for electricity markets negotiations". 2019.
  67. Pinto, T.; Santos, G.; Vale, Z.. "Practical application of a multi-agent systems society for energy management and control: Demonstration". 2019.
  68. Pinto, T.; Vale, Z.. "ALBidS: A decision support system for strategic bidding in electricity markets: Demonstration". 2019.
  69. Pinto, T; Vale, ZA. "ALBidS: A Decision Support System for Strategic Bidding in Electricity Markets". 2019.
  70. Silva, F; Pinto, T; Vale, ZA. "Decision Support System for Opponents Selection in Electricity Markets Bilateral Negotiations". 2019.
  71. Pinto, T; Santos, G; Vale, ZA. "Practical Application of a Multi-Agent Systems Society for Energy Management and Control". 2019.
  72. Silva, J; Praça, I; Pinto, T; Vale, ZA. "Energy Consumption Forecasting Using Ensemble Learning Algorithms". 2019.
  73. Pinto, T; Vale, ZA. "Contextual Simulated Annealing Q-Learning for Pre-negotiation of Agent-Based Bilateral Negotiations". 2019.
  74. Jozi, A; Ramos, D; Gomes, L; Faria, P; Pinto, T; Vale, ZA. "Demonstration of an Energy Consumption Forecasting System for Energy Management in Buildings". 2019.
  75. Lezama, F; de Cote, EM; Farinelli, A; Soares, JP; Pinto, T; Vale, ZA. "Distributed Constrained Optimization Towards Effective Agent-Based Microgrid Energy Resource Management". 2019.
  76. Faia, R; Pinto, T; Vale, ZA. "Fair Remuneration of Energy Consumption Flexibility Using Shapley Value". 2019.
  77. Pinto, T; Vale, ZA. "AiD-EM: Adaptive Decision Support for Electricity Markets Negotiations". 2019.
  78. Pinto, T; Praça, I; Vale, ZA; Santos, C. "Collaborative Reinforcement Learning of Energy Contracts Negotiation Strategies". 2019.
  79. Silva, F; Pinto, T; Praça, I; Vale, ZA. "Identifying Most Probable Negotiation Scenario in Bilateral Contracts with Reinforcement Learning". 2019.
  80. Gazafroudi, A.S.; Prieto-Castrillo, F.; Pinto, T.; Corchado, J.M.. "Energy flexibility management in power distribution systems: Decentralized approach". 2018.
    10.1109/SEST.2018.8495713
  81. Pinto, A.; Pinto, T.; Praca, I.; Vale, Z.; Faria, P.. "Clustering-based negotiation profiles definition for local energy transactions". 2018.
    10.1109/SmartGridComm.2018.8587572
  82. Faia, R.; Pinto, T.; Vale, Z.; Corchado, J.M.. "Case-based reasoning using expert systems to determine electricity reduction in residential buildings". 2018.
    10.1109/PESGM.2018.8585963
  83. Rodriguez-Fernandez, J.; Pinto, T.; Silva, F.; Praca, I.; Vale, Z.; Corchado, J.M.. "Bilateral contract prices estimation using a Q-leaming based approach". 2018.
    10.1109/SSCI.2017.8285198
  84. Lezama, F.; Soares, J.; Faia, R.; Pinto, T.; Vale, Z.. "A New Hybrid-Adaptive Differential Evolution for a Smart Grid Application under Uncertainty". 2018.
    10.1109/CEC.2018.8477808
  85. Soares, J.; Lezama, F.; Canizes, B.; Ghazvini, M.A.F.; Vale, Z.; Pinto, T.. "Day-ahead stochastic scheduling model considering market transactions in smart grids". 2018.
    10.23919/PSCC.2018.8442538
  86. Madureira, B.; Pinto, T.; Fernandes, F.; Vale, Z.; Ramos, C.. "Context classification in energy resource management of residential buildings using Artificial Neural Network". 2018.
    10.1109/IntelliSys.2017.8324297
  87. 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
  88. Faia, R.; Lezama, F.; Soares, J.; Vale, Z.; Pinto, T.; Corchado, J.M.. "Differential Evolution Aplication in Portfolio optimization for Electricity Markets". 2018.
    10.1109/IJCNN.2018.8489117
  89. 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
  90. Pinto, A.; Pinto, T.; Silva, F.; Praca, I.; Vale, Z.; Corchado, J.M.. "Automated combination of bilateral energy contracts negotiation tactics". 2018.
    10.1109/PESGM.2018.8586003
  91. Jozi, A.; Pinto, T.; Praca, I.; Ramos, S.; Vale, Z.; Goujon, B.; Petrisor, T.. "Energy consumption forecasting using neuro-fuzzy inference systems: Thales TRT building case study". 2018.
    10.1109/SSCI.2017.8285200
  92. Gazafroudi, A.S.; Pinto, T.; Prieto-Castrillo, F.; Corchado, J.M.; Abrishambaf, O.; Jozi, A.; Vale, Z.. "Energy flexibility assessment of a multi agent-based smart home energy system". 2018.
    10.1109/ICUWB.2017.8251008
  93. Faria, P.; Pinto, Â.; Vale, Z.; Khorram, M.; De Lima Neto, F.B.; Pinto, T.. "Lighting consumption optimization using fish school search algorithm". 2018.
    10.1109/SSCI.2017.8285441
  94. Faia, R.; Pinto, T.; Vale, Z.; Corchado, J.M.. "Multi-objective portfolio optimization of electricity markets participation". 2018.
    10.23919/PSCC.2018.8443006
  95. Jozi, A.; Pinto, T.; Praça, I.; Vale, Z.; Soares, J.. "Day ahead electricity consumption forecasting with MOGUL learning model". 2018.
    10.1109/IJCNN.2018.8489134
  96. Faia, R.; Pinto, T.; Vale, Z.; Corchado, J.M.. "Hybrid particle swarm optimization of electricity market participation portfolio". 2018.
    10.1109/SSCI.2017.8285218
  97. Faia, R.; Pinto, T.; Vale, Z.; Corchado, J.M.. "Optimization of Multiple Electricity Markets Participation Using Evolutionary PSO". 2018.
    10.1109/TDC.2018.8440534
  98. Lezama, F; Soares, JP; Faia, R; Pinto, T; Vale, ZA. "A New Hybrid-Adaptive Differential Evolution for a Smart Grid Application Under Uncertainty". 2018.
  99. Pinto, T; Arrais, R; Veiga, G. "Bridging Automation and Robotics: an Interprocess Communication between IEC 61131-3 and ROS". 2018.
    10.1109/indin.2018.8472057
  100. Nascimento, J; Pinto, T; Vale, ZA. "Electricity Price Forecast for Futures Contracts with Artificial Neural Network and Spearman Data Correlation". 2018.
  101. Andrade, R; Pinto, T; Praça, I; Vale, ZA. "UCB1 Based Reinforcement Learning Model for Adaptive Energy Management in Buildings". 2018.
  102. Jozi, A; Pinto, T; Praça, I; Vale, ZA; Soares, JP. "Day ahead electricity consumption forecasting with MOGUL learning model". 2018.
  103. Faia, R; Lezama, F; Soares, JP; Vale, ZA; Pinto, T; Corchado, JM. "Differential Evolution Aplication in Portfolio optimization for Electricity Markets". 2018.
  104. Santos, G; Pinto, T; Vale, ZA. "Multi-agent Systems Society for Power and Energy Systems Simulation". 2018.
  105. Teixeira, B; Silva, F; Pinto, T; Santos, G; Praça, I; Vale, ZA. "Demonstration of Tools Control Center for Multi-agent Energy Systems Simulation". 2018.
  106. Silva, F; Faia, R; Pinto, T; Praça, I; Vale, ZA. "Optimizing Opponents Selection in Bilateral Contracts Negotiation with Particle Swarm". 2018.
  107. Fernandez, JR; Pinto, T; Silva, F; Praça, I; Vale, ZA; Corchado, JM. "Reputation Computational Model to Support Electricity Market Players Energy Contracts Negotiation". 2018.
  108. Jozi, A; Pinto, T; Praça, I; Vale, ZA. "Day-ahead forecasting approach for energy consumption of an office building using support vector machines". 2018.
  109. Faia, R; Pinto, T; Vale, ZA; Corchado, JM; Soares, JP; Lezama, F. "Genetic Algorithms for Portfolio Optimization with Weighted Sum Approach". 2018.
  110. Pinto, A; Pinto, T; Praça, I; Vale, ZA; Faria, P. "Clustering-based negotiation profiles definition for local energy transactions". 2018.
  111. Canizes, Bruno; Pinto, Tiago; Soares, J ou Soares, João; Vale, Zita; Chamoso, Pablo; Santos, Daniel. "A Case Study for a Smart City Energy Management Resources". Paper presented in 2nd DREAM-GO Workshop ¿ Real-time demand response and intelligent direct load control, Salamanca, 2017.
  112. Teixeira, Brígida; Pinto, Tiago; Santos, Gabriel; Praça, Isabel; Vale, Zita. "Framework to Enable Heterogeneous Systems Interoperability". Paper presented in 2nd DREAM-GO Workshop ¿ Real-time demand response and intelligent direct load control, Salamanca, 2017.
  113. Vinagre, E.; Pinto, T.; Praca, I.; Gomes, L.; Soares, J.; Vale, Z.. "Shared intelligence platform for collaborative simulations using sequences of algorithms: An electricity market participation case study". 2017.
    10.1109/PTC.2017.7981228
  114. Madureira, B.; Pinto, T.; Fernandes, F.; Vale, Z.. "Context analysis in energy resource management residential buildings". 2017.
    10.1109/PTC.2017.7981222
  115. Vinagre, E.; De Paz, J.F.; Pinto, T.; Vale, Z.; Corchado, J.M.; Garcia, O.. "Intelligent energy forecasting based on the correlation between solar radiation and consumption patterns". 2017.
    10.1109/SSCI.2016.7849853
  116. Faia, R.; Pinto, T.; Vale, Z.. "GA optimization technique for portfolio optimization of electricity market participation". 2017.
    10.1109/SSCI.2016.7849858
  117. Fernandes, F.; Alves, D.; Pinto, T.; Takigawa, F.; Fernandes, R.; Morais, H.; Vale, Z.; Kagan, N.. "Intelligent energy management using CBR: Brazilian residential consumption scenario". 2017.
    10.1109/SSCI.2016.7849852
  118. Jozi, A.; Pinto, T.; Praca, I.; Silva, F.; Teixeira, B.; Vale, Z.. "Energy consumption forecasting based on Hybrid Neural Fuzzy Inference System". 2017.
    10.1109/SSCI.2016.7849859
  119. Faia, R.; Pinto, T.; Sousa, T.; Vale, Z.; Corchado, J.M.. "Automatic selection of optimization algorithms for energy resource scheduling using a case-based reasoning system". 2017.
  120. Pinto, T.; Gazafroudi, A.S.; Prieto-Castrillo, F.; Santos, G.; Silva, F.; Corchado, J.M.; Vale, Z.. "Reserve costs allocation model for energy and reserve market simulation". 2017.
    10.1109/ISAP.2017.8071410
  121. Jozi, A.; Pinto, T.; Praca, I.; Silva, F.; Teixeira, B.; Vale, Z.. "Energy consumption forecasting using genetic fuzzy rule-based systems based on MOGUL learning methodology". 2017.
    10.1109/PTC.2017.7981219
  122. Santos, G.; Pinto, T.; Praca, I.; Vale, Z.. "EPEX ontology: Enhancing agent-based electricity market simulation". 2017.
    10.1109/ISAP.2017.8071411
  123. Faia, R.; Pinto, T.; Vale, Z.. "Portfolio Optimization for Electricity Market Participation with NPSO-LRS". 2017.
    10.1109/DEXA.2016.042
  124. Silva, F.; Teixeira, B.; Teixeira, N.; Pinto, T.; Praca, I.; Vale, Z.. "Application of a Hybrid Neural Fuzzy Inference System to Forecast Solar Intensity". 2017.
    10.1109/DEXA.2016.044
  125. Santos, G.; Femandes, F.; Pinto, T.; Silva, M.; Abrishambaf, O.; Morais, H.; Vale, Z.. "House management system with real and virtual resources: Energy efficiency in residential microgrid". 2017.
    10.1109/GIIS.2016.7814943
  126. Jozi, A.; Pinto, T.; Praça, I.; Silva, F.; Teixeira, B.; Vale, Z.. "Wang and Mendel's fuzzy rule learning method for energy consumption forecasting considering the influence of environmental temperature". 2017.
    10.1109/GIIS.2016.7814944
  127. Gazafroudi, A.S.; Pinto, T.; Prieto-Castrillo, F.; Prieto, J.; Corchado, J.M.; Jozi, A.; Vale, Z.; Venayagamoorthy, G.K.. "Organization-based Multi-Agent structure of the Smart Home Electricity System". 2017.
    10.1109/CEC.2017.7969458
  128. Vinagre, E.; Pinto, T.; Ramos, S.; Vale, Z.; Corchado, J.M.. "Electrical Energy Consumption Forecast Using Support Vector Machines". 2017.
    10.1109/DEXA.2016.046
  129. Ramos, Carlos; Vinagre, Eugénia; Pinto, Tiago; Pinheiro, Gil; Vale, Zita; Corchado, Juan. "Knowledge management system for big data in a smart electricity grid context". Paper presented in 12th International Forum on Knowledge Asset Dynamics, 2017.
  130. Gazafroudi, AS; Pinto, T; Castrillo, FP; Prieto, J; Corchado, JM; Jozi, A; Vale, ZA; Venayagamoorthy, GK. "Organization-based Multi-Agent structure of the Smart Home Electricity System". 2017.
  131. Santos, G; Pinto, T; Praça, I; Vale, ZA. "Nord Pool Ontology to Enhance Electricity Markets Simulation in MASCEM". 2017.
  132. Faia, R; Pinto, T; Sousa, T; Vale, ZA; Corchado, JM. "Automatic Selection of Optimization Algorithms for Energy Resource Scheduling using a Case-Based Reasoning System". 2017.
  133. Gazafroudi, AS; Pinto, T; Castrillo, FP; Corchado, JM; Abrishambaf, O; Jozi, A; Vale, ZA. "Energy flexibility assessment of a multi agent-based smart home energy system". 2017.
  134. Gazafroudi, AS; Castrillo, FP; Pinto, T; Corchado, JM. "Organization-Based Multi-agent System of Local Electricity Market: Bottom-Up Approach". 2017.
  135. Gazafroudi, AS; Castrillo, FP; Pinto, T; Jozi, A; Vale, ZA. "Economic Evaluation of Predictive Dispatch Model in MAS-Based Smart Home". 2017.
  136. Faia, R; Pinto, T; Vale, ZA. "Decision Support for Agents' Participation in Electricity Markets". 2017.
  137. Faia, R; Pinto, T; Vale, ZA. "Initial Solution Heuristic for Portfolio Optimization of Electricity Markets Participation". 2017.
  138. Canizes, B; Pinto, T; Soares, JP; Vale, ZA; Chamoso, P; Santos, D. "Smart City: A GECAD-BISITE Energy Management Case Study". 2017.
  139. Silva, F; Teixeira, B; Pinto, T; Praça, I; Marreiros, G; Vale, ZA. "Decision Support System for the Negotiation of Bilateral Contracts in Electricity Markets". 2017.
  140. Teixeira, B; Pinto, T; Santos, G; Praça, I; Vale, ZA. "Tools Control Center to Enable the Joint Simulation of Multi-agent Systems". 2017.
  141. Silva, F; Pinto, T; Praça, I; Vale, ZA. "Decision Support System for the Negotiation of Bilateral Contracts in Electricity Markets". 2017.
  142. Santos, G; Pinto, T; Vale, ZA. "Ontologies for the Interoperability of Heterogeneous Multi-agent Systems in the Scope of Power and Energy Systems". 2017.
  143. Correia, A; Amaro, B; Junior, E; Barbosa, J; Pinto, T; Bicho, E; Soares, F; Oliveira, PM. "Teaching/Learning PBL Activity: Gantry Crane Control System Implementation". 2017.
  144. Fernandez, JR; Pinto, T; Silva, F; Praça, I; Vale, ZA; Corchado, JM. "Bilateral contract prices estimation using a Q-leaming based approach". 2017.
  145. Jozi, A; Pinto, T; Praça, I; Ramos, S; Vale, ZA; Goujon, B; Petrisor, T. "Energy consumption forecasting using neuro-fuzzy inference systems: Thales TRT building case study". 2017.
  146. Faria, P; Pinto, A; Vale, ZA; Khorram, M; Lima Neto, FBd; Pinto, T. "Lighting consumption optimization using fish school search algorithm". 2017.
  147. Faia, R; Pinto, T; Vale, ZA; Corchado, JM. "Hybrid particle swarm optimization of electricity market participation portfolio". 2017.
  148. Vinagre, E; Pinto, T; Vale, ZA; Ramos, C. "Big Data in Efficient Smart Grids Management". 2017.
  149. Fernandes, Filipe; Alves, Douglas; Pinto, Tiago; Takigawa, Fabricio; Morais, Hugo Gabriel Valente; Fernandes, Rubipiara; Vale, Zita Maria Almeida do; Kagan, Nelson. "Brazilian Scenarios of Residential Consumers to apply in House Energy Management system". Paper presented in Final ELECON Workshop ¿ Dissemination & Transfer of knowledge Florianópolis, Portugal falta local nas publicacoes, Florianópolis, 2016.
    Published
  150. Ribeiro, C.; Pinto, T.; Silva, M.; Ramos, S.; Vale, Z.. "Data Mining Approach for Decision Support in Real Data Based Smart Grid Scenario". 2016.
    10.1109/DEXA.2015.33
  151. Faia, R.; Pinto, T.; Vale, Z.; Pires, E.J.S.. "Portfolio Optimization for Electricity Market Participation with Particle Swarm". 2016.
    10.1109/DEXA.2015.31
  152. Pinto, T.; Silva, H.; Vale, Z.; Santos, G.; Praca, I.. "Pan-European Electricity Market Simulation Considering the European Power Network Capacities". 2016.
    10.1109/DEXA.2015.36
  153. Faia, R.; Pinto, T.; Vale, Z.. "Optimization of electricity markets participation with QPSO". 2016.
    10.1109/EEM.2016.7521214
  154. Pinto, T.; Cunha, S.; Pinto, J.; Briga Sá, A.; Paiva, A.. "A contribution for the pathology study of exterior tabique walls". 2016.
  155. Correia, M.; Bentes, I.; Pinto, T.; Briga Sá, A.; Pereira, S.; Teixeira, C.A.. "Sustainability analysis of Tabique". 2016.
  156. Faia, R; Pinto, T; Vale, ZA. "Portfolio Optimization for Electricity Market Participation with NPSO-LRS". 2016.
  157. Silva, F; Teixeira, B; Teixeira, N; Pinto, T; Praça, I; Vale, ZA. "Application of a Hybrid Neural Fuzzy Inference System to Forecast Solar Intensity". 2016.
  158. Vinagre, E; Pinto, T; Ramos, S; Vale, ZA; Corchado, JM. "Electrical Energy Consumption Forecast Using Support Vector Machines". 2016.
  159. Ribeiro, C; Pinto, T; Vale, ZA. "Customized Normalization Method to Enhance the Clustering Process of Consumption Profiles". 2016.
  160. Jozi, A; Pinto, T; Praça, I; Silva, F; Teixeira, B; Vale, ZA. "Wang and Mendel's fuzzy rule learning method for energy consumption forecasting considering the influence of environmental temperature". 2016.
  161. Santos, G; Fernandes, F; Pinto, T; Silva, MR; Abrishambaf, O; Morais, H; Vale, ZA. "House management system with real and virtual resources: Energy efficiency in residential microgrid". 2016.
  162. Freitas, A; Praça, I; Pinto, T; Sousa, T; Vale, ZA. "Network Operator Agent: Endowing MASCEM Simulator with Technical Validation". 2016.
  163. Faia, R; Pinto, T; Vale, ZA. "Optimization of Electricity Markets Participation with Simulated Annealing". 2016.
  164. Santos, G; Pinto, T; Vale, ZA; Praça, I; Morais, H. "Electricity Markets Ontology to Support MASCEM's Simulations". 2016.
  165. Pinto, T; Vale, ZA; Praça, I; Santos, G. "Demonstration of ALBidS: Adaptive Learning Strategic Bidding System". 2016.
  166. Vinagre, E; de Paz, JF; Pinto, T; Vale, ZA; Corchado, JM; García, O. "Intelligent energy forecasting based on the correlation between solar radiation and consumption patterns". 2016.
  167. Jozi, A; Pinto, T; Praça, I; Silva, F; Teixeira, B; Vale, ZA. "Energy consumption forecasting based on Hybrid Neural Fuzzy Inference System". 2016.
  168. Fernandes, F; Alves, D; Pinto, T; Takigawa, F; Fernandes, RC; Morais, H; Vale, ZA; Kagan, N. "Intelligent energy management using CBR: Brazilian residential consumption scenario". 2016.
  169. Faia, R; Pinto, T; Vale, ZA. "GA optimization technique for portfolio optimization of electricity market participation". 2016.
  170. Soares, T.; Santos, G.; Pinto, T.; Morais, H.; Pinson, P.; Vale, Z.. "Analysis of strategic wind power participation in energy market using MASCEM simulator". 2015.
    10.1109/ISAP.2015.7325552
  171. Santos, G.; Fernandes, R.; Pinto, T.; Praça, I.; Vale, Z.; Morais, H.. "MASCEM: EPEX SPOT Day-Ahead market integration and simulation". 2015.
    10.1109/ISAP.2015.7325554
  172. Silva, F.; Teixeira, B.; Pinto, T.; Santos, G.; Praça, I.; Vale, Z.. "Demonstration of realistic multi-agent scenario generator for electricity markets simulation". 2015.
    10.1007/978-3-319-18944-4_36
  173. Teixeira, B.; Silva, F.; Pinto, T.; Praca, I.; Santos, G.; Vale, Z.. "Data mining approach to support the generation of Realistic Scenarios for multi-agent simulation of electricity markets". 2015.
    10.1109/IA.2014.7009452
  174. Gomes, L.; Pinto, T.; Faria, P.; Vale, Z.. "Distributed intelligent management of microgrids using a multi-agent simulation platform". 2015.
    10.1109/IA.2014.7009451
  175. Pinto, T.; Barreto, J.; Praça, I.; Santos, G.; Vale, Z.; Solteiro Pires, E.J.. "Multi-agent based metalearner using genetic algorithm for decision support in electricity markets". 2015.
    10.1109/ISAP.2015.7325561
  176. Pinto, T.; Ramos, S.; Sousa, T.M.; Vale, Z.. "Short-term wind speed forecasting using Support Vector Machines". 2015.
    10.1109/CIDUE.2014.7007865
  177. Pinto, T.; Silva, M.; Santos, G.; Gomes, L.; Canizes, B.; Vale, Z.. "Smart Grid and Electricity Market joint simulation using complementary Multi-Agent platforms". 2015.
    10.1109/PTC.2015.7232522
  178. Sousa, T.; Morais, H.; Pinto, T.; Vale, Z.. "Energy resource management under the influence of the weekend transition considering an intensive use of electric vehicles". 2015.
    10.1109/PSC.2015.7101684
  179. Faia, R; Pinto, T; Vale, ZA; Solteiro Pires, EJ. "Portfolio Optimization for Electricity Market Participation with Particle Swarm". 2015.
  180. Pinto, T; Santos, G; Marques, L; Sousa, TM; Praça, I; Vale, ZA; Abreu, SL. "Solar Intensity Characterization Using Data-Mining to Support Solar Forecasting". 2015.
  181. Pinto, T; Silva, H; Vale, ZA; Santos, G; Praça, I. "Pan-European Electricity Market Simulation Considering the European Power Network Capacities". 2015.
  182. Ribeiro, C; Pinto, T; Silva, MR; Ramos, S; Vale, ZA. "Data Mining Approach for Decision Support in Real Data Based Smart Grid Scenario". 2015.
  183. Faia, R; Pinto, T; Vale, ZA. "Dynamic Fuzzy Estimation of Contracts Historic Information Using an Automatic Clustering Methodology". 2015.
  184. Silva, F; Teixeira, B; Pinto, T; Santos, G; Praça, I; Vale, ZA. "Demonstration of Realistic Multi-agent Scenario Generator for Electricity Markets Simulation". 2015.
  185. Santos, G; Pinto, T; Gomes, L; Silva, MR; Morais, H; Vale, ZA; Praça, I. "Agent-Based Smart Grid Market Simulation with Connection to Real Infrastructures". 2015.
  186. Ghazvini, M.A.F.; Abedini, R.; Pinto, T.; Vale, Z.. "Multiagent system architecture for short-term operation of integrated microgrids". 2014.
  187. Pinto, T.; Santos, G.; Pereira, I.F.; Fernandes, R.; Sousa, T.M.; Praca, I.; Vale, Z.; Morais, H.. "Towards a unified European electricity market: The contribution of data-mining to support realistic simulation studies". 2014.
    10.1109/PESGM.2014.6939565
  188. Lopes, F.; Algarvio, H.; Sousa, J.A.M.; Coelho, H.; Pinto, T.; Santos, G.; Vale, Z.; Praca, I.. "Multi-agent simulation of bilateral contracting in competitive electricity markets". 2014.
    10.1109/DEXA.2014.40
  189. Pinto, T.; Santos, G.; Vale, Z.; Praca, I.; Lopes, F.; Algarvio, H.. "Realistic multi-agent simulation of competitive electricity markets". 2014.
    10.1109/DEXA.2014.36
  190. Ferreira, D.; Pinto, C.; Borges, P.; Pinto, T.; Fonseca, E.. "Estabilidade dimensional da madeira na presença de água". 2014.
  191. Marques, Luís; Pinto, Tiago; Sousa, Tiago; Praça, Isabel; Vale, Zita; Abreu, Samuel L.. "Solar Intensity Forecasting using Artificial Neural Networks and Support Vector Machines". 2014.
  192. Pinto, T; Ramos, S; Sousa, TM; Vale, ZA. "Short-term wind speed forecasting using Support Vector Machines". 2014.
  193. Lopes, F; Algarvio, H; Sousa, JAM; Coelho, H; Pinto, T; Santos, G; Vale, ZA; Praça, I. "Multi-agent Simulation of Bilateral Contracting in Competitive Electricity Markets". 2014.
  194. Sousa, TM; Pinto, T; Praça, I; Vale, ZA; Morais, H. "Reinforcement Learning Based on the Bayesian Theorem for Electricity Markets Decision Support". 2014.
  195. Pereira, IF; Sousa, TM; Praça, I; Freitas, A; Pinto, T; Vale, ZA; Morais, H. "Data Extraction Tool to Analyse, Transform and Store Real Data from Electricity Markets". 2014.
  196. Pinto, T; Santos, G; Vale, ZA; Praça, I; Lopes, F; Algarvio, H. "Realistic Multi-agent Simulation of Competitive Electricity Markets". 2014.
  197. Teixeira, B; Silva, F; Pinto, T; Praça, I; Santos, G; Vale, ZA. "Data mining approach to support the generation of Realistic Scenarios for multi-agent simulation of electricity markets". 2014.
  198. Gomes, L; Pinto, T; Faria, P; Vale, ZA. "Distributed intelligent management of microgrids using a multi-agent simulation platform". 2014.
  199. Pereira, IF; Sousa, TM; Praça, I; Freitas, A; Pinto, T; Vale, ZA; Morais, H. "Automatic Electricity Markets Data Extraction for Realistic Multi-agent Simulations". 2014.
  200. Pereira, R; Sousa, TM; Pinto, T; Praça, I; Vale, ZA; Morais, H. "Strategic Bidding for Electricity Markets Negotiation Using Support Vector Machines". 2014.
  201. Fernandes, R; Santos, G; Praça, I; Pinto, T; Morais, H; Pereira, IF; Vale, ZA. "Elspot: Nord Pool Spot Integration in MASCEM Electricity Market Simulator". 2014.
  202. Pinto, T; Vale, ZA; Sousa, TM; Sousa, T; Morais, H; Praça, I. "Particle Swarm Optimization of Electricity Market Negotiating Players Portfolio". 2014.
  203. 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
  204. 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
  205. Ramos, S.; Soares, J.; Pinto, T.; Vale, Z.. "Short-term wind forecasting to support virtual power player operation". 2013.
  206. Faria, P.; Soares, T.; Pinto, T.; Sousa, T.M.; Soares, J.; Vale, Z.; Morais, H.. "Dispatch of distributed energy resources to provide energy and reserve in smart grids using a particle swarm optimization approach". 2013.
    10.1109/CIASG.2013.6611498
  207. Pinto, T.; Lucani, D.E.; Médard, M.. "On identifying which intermediate nodes should code in multicast networks". 2013.
    10.1109/ICC.2013.6655069
  208. Pinto, T.; Sousa, T.M.; Barreira, E.; Praca, I.; Vale, Z.. "Metalearner based on dynamic neural network for strategic bidding in electricity markets". 2013.
    10.1109/DEXA.2013.48
  209. Guedes, N.; Pinto, T.; Vale, Z.; Sousa, T.M.. "Electricity markets portfolio optimization using a particle swarm approach". 2013.
    10.1109/DEXA.2013.49
  210. Morais, H.; Vale, Z.; Pinto, T.; Gomes, L.; Fernandes, F.; Oliveira, P.; Ramos, C.. "Multi-Agent based Smart Grid management and simulation: Situation awareness and learning in a test bed with simulated and real installations and players". 2013.
    10.1109/PESMG.2013.6672478
  211. Santos, G.; Pinto, T.; Vale, Z.; Morais, H.; Praca, I.. "MASCEM restructuring: Ontologies for scenarios generation in power systems simulators". 2013.
    10.1109/PESMG.2013.6672916
  212. Oliveira, P.; Gomes, L.; Pinto, T.; Faria, P.; Vale, Z.; Morais, H.. "Load control timescales simulation in a Multi-Agent Smart Grid Platform". 2013.
    10.1109/ISGTEurope.2013.6695364
  213. Oliveira, P.; Pinto, T.; Praca, I.; Vale, Z.; Morais, H.. "Intelligent micro grid management using a multi-agent approach". 2013.
    10.1109/PTC.2013.6652263
  214. Abedini, R.; Pinto, T.; Morais, H.; Vale, Z.. "Multi-agent approach for power system in a smart grid protection context". 2013.
    10.1109/PTC.2013.6652158
  215. Barreto, J.; Praca, I.; Pinto, T.; Sousa, T.M.; Vale, Z.. "Adapting meeting tools to agent decision". 2013.
    10.1109/EAIS.2013.6604102
  216. Ribeiro, C.; Pinto, T.; Morais, H.; Vale, Z.; Santos, G.. "Intelligent remuneration and tariffs for virtual power players". 2013.
    10.1109/PTC.2013.6652157
  217. Santos, G.; Praca, I.; Pinto, T.; Ramos, S.; Vale, Z.. "Scenarios generation for multi-agent simulation of electricity markets based on intelligent data analysis". 2013.
    10.1109/IA.2013.6595183
  218. Pereira, Ivo F.; Praça, Isabel; Pinto, Tiago; Sousa, Tiago; Freitas, Ana; Vale, Zita. "An automatic tool to Extract, Transform and Load data from real electricity markets". 2013.
  219. Guedes, N; Pinto, T; Vale, ZA; Sousa, TM; Sousa, T. "Electricity Markets Portfolio Optimization Using a Particle Swarm Approach". 2013.
  220. Pinto, T; Vale, ZA. "Adaptive Learning in Games: Defining Profiles of Competitor Players". 2013.
  221. Santos, G; Pinto, T; Vale, ZA; Morais, H; Praça, I. "Upper Ontology for Multi-Agent Energy Systems' Applications". 2013.
  222. Pinto, T; Sousa, TM; Barreira, E; Praça, I; Vale, ZA. "Metalearner Based on Dynamic Neural Network for Strategic Bidding in Electricity Markets". 2013.
  223. Oliveira, P; Gomes, L; Pinto, T; Faria, P; Vale, ZA; Morais, H. "Load control timescales simulation in a Multi-Agent Smart Grid Platform". 2013.
  224. Santos, G; Praça, I; Pinto, T; Ramos, S; Vale, ZA. "Scenarios generation for multi-agent simulation of electricity markets based on intelligent data analysis". 2013.
  225. Pinto, T; Lucani, DE; Médard, M. "On identifying which intermediate nodes should code in multicast networks". 2013.
  226. Pinto, T; Praça, I; Santos, G; Vale, ZA. "Demonstration of the Multi-Agent Simulator of Competitive Electricity Markets". 2013.
  227. Sousa, T.; Pinto, T.; Morais, H.; Vale, Z.. "Intelligent electric vehicle heuristic for Energy Resource Management using Simulated Annealing". 2012.
    10.1109/ISGTEurope.2012.6465762
  228. Oliveira, P.; Pinto, T.; Morais, H.; Vale, Z.. "MASGriP a multi-agent smart grid simulation platform". 2012.
    10.1109/PESGM.2012.6345649
  229. Ribeiro, C.; Pinto, T.; Vale, Z.. "Remuneration and tariffs in the context of virtual power players". 2012.
    10.1109/DEXA.2012.53
  230. Pinto, T.; Sousa, T.M.; Vale, Z.; Morais, H.; Praca, I.. "Intelligent decision making in electricity markets: Simulated annealing Q-Learning". 2012.
    10.1109/PESGM.2012.6345606
  231. Oliveira, P.; Vale, Z.; Morais, H.; Pinto, T.; Praça, I.. "A multi-agent based approach for intelligent smart grid management". 2012.
  232. Santos, G.; Pinto, T.; Vale, Z.; Morais, H.; Praca, I.. "Balancing market integration in MASCEM electricity market simulator". 2012.
    10.1109/PESGM.2012.6345652
  233. Pinto, T.; Sousa, T.M.; Vale, Z.. "Dynamic artificial neural network for electricity market prices forecast". 2012.
    10.1109/INES.2012.6249850
  234. Santos, G.; Pinto, T.; Morais, H.; Vale, Z.; Praça, I.. "Multi-agent simulation of continental, regional, and micro electricity markets". 2012.
    10.1109/DEXA.2012.78
  235. Praça, I.; Sousa, T.M.; Freitas, A.; Pinto, T.; Vale, Z.; Silva, M.. "Adaptive tool for automatic data collection of real electricity markets". 2012.
    10.1109/DEXA.2012.79
  236. Pinto, Tiago; Soares, João; Ramos, Sérgio; Vale, Zita. "Artificial Intelligence to Predict Short-term Wind Speed". Paper presented in 11th International Workshop on Large-Scale Integration of Wind Power into Power Systems as well as on Transmission Networks for Offshore Wind Power Plants (WIW12), Lisbon, 2012.
    Published
  237. Vale, Z.A.; Canizes, B.; Soares, J.; Oliveira, P.; Sousa, T.; Pinto, T.. "Logic programming and fuzzy Monte Carlo for distribution network reconfiguration". 2011.
    10.1109/ISAP.2011.6082241
  238. Santos, G.; Pinto, T.; Morais, H.; Praca, I.; Vale, Z.. "Complex market integration in MASCEM electricity market simulator". 2011.
    10.1109/EEM.2011.5953019
  239. Vale, Z.; Pinto, T.; Morais, H.; Praça, I.; Faria, P.. "VPP's multi-level negotiation in smart grids and competitive electricity markets". 2011.
    10.1109/PES.2011.6039847
  240. Pinto, T.; Vale, Z.; Rodrigues, F.; Praça, I.; Morais, H.. "Cost dependent strategy for electricity markets bidding based on adaptive reinforcement learning". 2011.
    10.1109/ISAP.2011.6082167
  241. Pinto, T.; Vale, Z.; Rodrigues, F.; Praça, I.; Morais, H.. "Multiagent system for adaptive strategy formulation in electricity markets". 2011.
    10.1109/IA.2011.5953609
  242. Vale, Z.A.; Ramos, C.; Ramos, S.; Pinto, T.. "Data mining applications in power systems case-studies and future trends". 2009.
    10.1109/TD-ASIA.2009.5356830
  243. Oliveira, P.; Pinto, T.; Morais, H.; Vale, Z.A.; Praça, I.. "MASCEM - An electricity market simulator providing coalition support for virtual power players". 2009.
    10.1109/ISAP.2009.5352933
  244. Pinto, T.; Vale, Z.A.; Morais, H.; Praça, I.; Ramos, C.. "Multi-agent based electricity market simulator with VPP: Conceptual and implementation issues". 2009.
    10.1109/PES.2009.5275565
Edited book
  1. Rashid Mehmood; Isabel Praça; Javier Parra; Ignacio de Miguel; Ricardo Nunes; Victor Alves; Jaroslaw Wikarek; et al. 20th International Symposium on Distributed Computing and Artificial Intelligence, DCAI 2023. 2023.
  2. Vale, Zita; Pinto, Tiago; Negnevitsky, Michael; Venayagamoorthy, Ganesh Kumar. Intelligent Data Mining and Analysis in Power and Energy Systems: Models and Applications for Smarter Efficient Power Systems. Wiley-IEEE Press. 2022.
    Published
  3. Pinto, Tiago. Local Electricity Markets. Elsevier. 2021.
    Accepted • Editor
  4. De la Prieta, Fernado; Vale, Zita; Antunes, Luis; Pinto, Tiago; Campbell, Andrew T.; Julián, Vicente; Neves, Antonio J. R.; Moreno, María N.. Trends in Cyber-Physical Multi-Agent Systems. The PAAMS Collection - 15th International Conference, PAAMS 2017. Springer International Publishing. 2018.
    10.1007/978-3-319-61578-3
  5. la Prieta, Fd; Vale, ZA; Antunes, L; Pinto, T; Campbell, AT; Julián, V; Neves, AJR; Moreno, MN. Trends in Cyber-Physical Multi-Agent Systems. The PAAMS Collection - 15th International Conference, PAAMS 2017, Porto, Portugal, June 21-23, 2017, Special Sessions. 2018.
  6. Riverola, FF; Mohamad, MS; Rocha, MP; De Paz, JF; Pinto, T. 11th International Conference on Practical Applications of Computational Biology & Bioinformatics, PACBB 2017, Porto, Portugal, 21-23 June, 2017. 2017.
Journal article
  1. Faia, Ricardo; Lezama, Fernando; Soares, J ou Soares, João; Pinto, Tiago; Vale, Zita. "Local electricity markets: A review on benefits, barriers, current trends and future perspectives". Renewable and Sustainable Energy Reviews 190 (2024): 114006. http://dx.doi.org/10.1016/j.rser.2023.114006.
    Published • 10.1016/j.rser.2023.114006
  2. Vasco Ferreira; Tiago Pinto; José Baptista. "Contextual Rule-Based System for Brightness Energy Management in Buildings". Electronics (2024): https://doi.org/10.3390/electronics13010218.
    10.3390/electronics13010218
  3. 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
  4. Rodrigo Pereira; Claudio Lima; Tiago Pinto; Arsénio Reis. "Virtual Assistants in Industry 4.0: A Systematic Literature Review". Electronics (2023): https://doi.org/10.3390/electronics12194096.
    10.3390/electronics12194096
  5. Veiga, Bruno; Santos, Gabriel; Pinto, Tiago; Faia, Ricardo; Ramos, Carlos; Vale, Zita. "Simulation tools for electricity markets considering power flow analysis". Energy 275 127494 (2023): http://dx.doi.org/10.1016/j.energy.2023.127494.
    Published • 10.1016/j.energy.2023.127494
  6. 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
  7. Tiago Pinto. "Artificial Intelligence as a Booster of Future Power Systems". Energies (2023): https://doi.org/10.3390/en16052347.
    10.3390/en16052347
  8. Faia, Ricardo; Lezama, Fernando; Pinto, Tiago; Faria, Pedro; Vale, Zita; Jose Manuel Terras; Susete Albuquerque. "A Simulation of Market-Based Non-Frequency Local Ancillary Service Procurement Based on Demand Flexibility". Journal of Modern Power Systems and Clean Energy (2023): https://ieeexplore.ieee.org/abstract/document/10014586.
    Accepted
  9. Faia, Ricardo; Lezama, Fernando; Pinto, Tiago; Faria, Pedro; Vale, Zita; Manuel Terras, Jose; Albuquerque, Susete; et al. "A Simulation of Market-based Non-frequency Ancillary Service Procurement Based on Demand Flexibility". Journal of Modern Power Systems and Clean Energy 11 3 (2023): 781-792. http://dx.doi.org/10.35833/mpce.2022.000692.
    Published • 10.35833/mpce.2022.000692
  10. Catarina Ribeiro; Tiago Pinto; Zita Vale; José Baptista. "Dynamic remuneration of electricity consumers flexibility". Energy Reports (2022): https://doi.org/10.1016/j.egyr.2022.04.056.
    10.1016/j.egyr.2022.04.056
  11. José Baptista; Pedro Faria; Bruno Canizes; Tiago Pinto. "Power Quality of Renewable Energy Source Systems: A New Paradigm of Electrical Grids". Energies (2022): https://doi.org/10.3390/en15093195.
    10.3390/en15093195
  12. Eduardo Machado; Tiago Pinto; Vanessa Guedes; Hugo Morais. "Electrical Load Demand Forecasting Using Feed-Forward Neural Networks". Energies (2021): https://doi.org/10.3390/en14227644.
    10.3390/en14227644
  13. Rui Andrade; Sinan Wannous; Tiago Pinto; Isabel Praça. "Extending a Trust model for Energy Trading with Cyber-Attack Detection". Electronics (2021): https://doi.org/10.3390/electronics10161975.
    10.3390/electronics10161975
  14. 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
  15. Faia, Ricardo; Pinto, Tiago; Vale, Zita; Corchado, Juan Manuel. "Portfolio optimization of electricity markets participation using forecasting error in risk formulation". International Journal of Electrical Power & Energy Systems 129 (2021): 106739. http://dx.doi.org/10.1016/j.ijepes.2020.106739.
    10.1016/j.ijepes.2020.106739
  16. Ricardo Faia; Tiago Pinto; Zita Vale; Juan Manuel Corchado. "Prosumer Community Portfolio Optimization via Aggregator: The Case of the Iberian Electricity Market and Portuguese Retail Market". Energies 14 13 (2021): 3747-3747. https://doi.org/10.3390/en14133747.
    10.3390/en14133747
  17. 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
  18. Zita Vale; Pedro Faria; Omid Abrishambaf; Luis Gomes; Tiago Pinto. "MARTINE—A Platform for Real-Time Energy Management in Smart Grids". Energies (2021): https://doi.org/10.3390/en14071820.
    10.3390/en14071820
  19. Tiago Pinto; Isabel Praça; Zita Vale; Jose Silva. "Ensemble learning for electricity consumption forecasting in office buildings". Neurocomputing (2021): https://doi.org/10.1016/j.neucom.2020.02.124.
    10.1016/j.neucom.2020.02.124
  20. Ricardo Faia; Joao Soares; Tiago Pinto; Fernando Lezama; Zita Vale; Juan Manuel Corchado. "Optimal Model for Local Energy Community Scheduling Considering Peer to Peer Electricity Transactions". IEEE Access (2021): 1-1. https://doi.org/10.1109/ACCESS.2021.3051004.
    10.1109/ACCESS.2021.3051004
  21. Tiago Pinto; Michael Wooldridge; Zita Vale. "Consumer Flexibility Aggregation Using Partition Function Games With Non-Transferable Utility". IEEE Access 9 (2021): 51519-51535. https://doi.org/10.1109/ACCESS.2021.3069416.
    10.1109/ACCESS.2021.3069416
  22. Pinto, T; Praça, I; Vale, ZA; Silva, J. "Ensemble learning for electricity consumption forecasting in office buildings". Neurocomputing (2021):
  23. Mocanu, DC; Mocanu, E; Pinto, T; Curci, S; Nguyen, PH; Gibescu, M; Ernst, D; Vale, ZA. "Sparse Training Theory for Scalable and Efficient Agents". CoRR (2021):
  24. Pinto, T; Wooldridge, MJ; Vale, ZA. "Consumer Flexibility Aggregation Using Partition Function Games With Non-Transferable Utility". IEEE Access (2021):
  25. Faia, R; Soares, JP; Pinto, T; Lezama, F; Vale, ZA; Corchado, JM. "Optimal Model for Local Energy Community Scheduling Considering Peer to Peer Electricity Transactions". IEEE Access (2021):
  26. 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
  27. José-Luis Casteleiro-Roca; Pablo Chamoso; Esteban Jove; Alfonso González Briones; Héctor Quintián; Isabel Fernández-Ibáñez; Rafael A. Vega-Vega; et al. "Solar Thermal Collector Output Temperature Prediction by Hybrid Intelligent Model for Smartgrid and Smartbuildings Applications and Optimization". Applied Sciences (2020): https://www.mdpi.com/2076-3417/10/13/4644.
    10.3390/app10134644
  28. Hugo Morais; Tiago Pinto; Zita Vale. "Adjacent Markets Influence Over Electricity Trading—Iberian Benchmark Study". Energies 13 11 (2020): 2808-2808. https://doi.org/10.3390/en13112808.
    10.3390/en13112808
  29. Pinto, T.. "Adaptive Learning in Electricity Market Negotiations Based on Determinism Theory". IEEE Intelligent Systems 35 1 (2020): 62-73. http://www.scopus.com/inward/record.url?eid=2-s2.0-85074591526&partnerID=MN8TOARS.
    10.1109/MIS.2019.2950903
  30. Teixeira, Brigida; Santos, Gabriel; Pinto, Tiago; Vale, Zita; Corchado, Juan M.. "Application Ontology for Multi-Agent and Web-Services’ Co-Simulation in Power and Energy Systems". IEEE Access 8 (2020): 81129-81141. http://dx.doi.org/10.1109/access.2020.2991010.
    10.1109/access.2020.2991010
  31. Pinto, T. "Adaptive Learning in Electricity Market Negotiations Based on Determinism Theory". IEEE Intell. Syst. (2020):
  32. Teixeira, B; Santos, G; Pinto, T; Vale, ZA; Corchado, JM. "Application Ontology for Multi-Agent and Web-Services' Co-Simulation in Power and Energy Systems". IEEE Access (2020):
  33. Tiago Pinto; Ricardo Faia; Mohammad Ali Fotouhi Ghazvini; Joao Soares; Juan Manuel Corchado; Zita Vale. "Decision Support for Small Players Negotiations Under a Transactive Energy Framework". IEEE Transactions on Power Systems 34 5 (2019): 4015-4023. https://doi.org/10.1109/TPWRS.2018.2861325.
    10.1109/TPWRS.2018.2861325
  34. Fernando Lezama; Joao Soares; Pablo Hernandez-Leal; Michael Kaisers; Tiago Pinto; Zita Vale. "Local Energy Markets: Paving the Path Toward Fully Transactive Energy Systems". IEEE Transactions on Power Systems 34 5 (2019): 4081-4088. https://doi.org/10.1109/TPWRS.2018.2833959.
    10.1109/TPWRS.2018.2833959
  35. JOZI, Aria; PINTO, Tiago; PRAÇA, Isabel; SILVA, Francisco; TEIXEIRA, Brigida; VALE, Zita. "Genetic fuzzy rule-based system using MOGUL learning methodology for energy consumption forecasting". ADCAIJ: ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL 8 1 (2019): 55. http://dx.doi.org/10.14201/adcaij2019815564.
    10.14201/adcaij2019815564
  36. Tiago Pinto; Francisco Falcão-Reis; Pinto, Tiago; Falcão-Reis, Francisco. "Strategic participation in competitive electricity markets: Internal versus sectorial data analysis". International Journal of Electrical Power & Energy Systems 108 (2019): 432-444. https://doi.org/10.1016/j.ijepes.2019.01.011.
    10.1016/j.ijepes.2019.01.011
  37. Luis Gomes; Filipe Sousa; Tiago Pinto; Zita Vale. "A Residential House Comparative Case Study Using Market Available Smart Plugs and EnAPlugs with Shared Knowledge". Energies (2019): https://doi.org/10.3390/en12091647.
    10.3390/en12091647
  38. Tiago Pinto; Hugo Morais; Juan Manuel Corchado. "Adaptive entropy-based learning with dynamic artificial neural network". Neurocomputing 338 (2019): 432-440. https://doi.org/10.1016/j.neucom.2018.09.092.
    10.1016/j.neucom.2018.09.092
  39. 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
  40. Amin Shokri Gazafroudi; João Soares; Mohammad Ali Fotouhi Ghazvini; Tiago Pinto; Zita Vale; Juan Manuel Corchado. "Stochastic interval-based optimal offering model for residential energy management systems by household owners". International Journal of Electrical Power & Energy Systems 105 (2019): 201-219. https://doi.org/10.1016/j.ijepes.2018.08.019.
    10.1016/j.ijepes.2018.08.019
  41. Aria Jozi; Tiago Pinto; Isabel Praça; Zita Vale. "Decision Support Application for Energy Consumption Forecasting". Applied Sciences (2019): https://www.mdpi.com/2076-3417/9/4/699.
    10.3390/app9040699
  42. Rodriguez-Fernandez, J.; Pinto, T.; Silva, F.; Praça, I.; Vale, Z.; Corchado, J.M.. "Context aware Q-Learning-based model for decision support in the negotiation of energy contracts". International Journal of Electrical Power and Energy Systems 104 (2019): 489-501. http://www.scopus.com/inward/record.url?eid=2-s2.0-85050291903&partnerID=MN8TOARS.
    10.1016/j.ijepes.2018.06.050
  43. Faia, R.; Pinto, Tiago; Vale, Zita; Corchado, Juan Manuel. "Hybrid approach based on particle swarm optimization for electricity markets participation". (2019): http://hdl.handle.net/10400.22/14936.
    10.1186/s42162-018-0066-7
  44. Canizes, Bruno; Soares, João; Costa, Ângelo Gonçalo Araújo Silva; Pinto, Tiago; Lezama, Fernando; Novais, Paulo; Vale, Zita; et al. "Electric vehicles¿ user charging behaviour simulator for a Smart City". Energies (2019): http://hdl.handle.net/1822/60648.
    10.3390/en12081470
  45. Pinto, T; Morais, H; Corchado, JM. "Adaptive entropy-based learning with dynamic artificial neural network". Neurocomputing (2019):
  46. Faia, R; Pinto, T; Vale, ZA; Corchado, JM. "Hybrid approach based on particle swarm optimization for electricity markets participation". Energy Inform. (2019):
  47. Pinto, T; Faia, R; Cáceres, MN; Santos, G; Corchado, JM; Vale, ZA. "Multi-Agent-Based CBR Recommender System for Intelligent Energy Management in Buildings". IEEE Syst. J. (2019):
  48. João Soares; Fernando Lezama; Tiago Pinto; Hugo Morais. "Complex Optimization and Simulation in Power Systems". Complexity (2018): https://doi.org/10.1155/2018/6562876.
    10.1155/2018/6562876
  49. 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
  50. Tiago Pinto; Mohammad Ali Fotouhi Ghazvini; João Soares; Ricardo Faia; Juan Manuel Corchado; Rui Castro; Zita Vale. "Decision Support for Negotiations among Microgrids Using a Multiagent Architecture". Energies (2018): http://www.mdpi.com/1996-1073/11/10/2526.
    10.3390/en11102526
  51. João Soares; Tiago Pinto; Fernando Lezama; Hugo Morais. "Survey on Complex Optimization and Simulation for the New Power Systems Paradigm". Complexity (2018): https://doi.org/10.1155/2018/2340628.
    10.1155/2018/2340628
  52. RIBEIRO, Catarina; PINTO, Tiago; VALE, Zita; BAPTISTA, Jose. "Customized normalization clustering meth-odology for consumers with heterogeneous characteristics". ADCAIJ: ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL 7 2 (2018): 53. http://dx.doi.org/10.14201/adcaij2018725369.
    10.14201/adcaij2018725369
  53. Pinto, Tiago. "Multi-Agent Decision Support Tool to Enable Interoperability among Heterogeneous Energy Systems". Applied Sciences (2018): http://www.mdpi.com/2076-3417/8/3/328.
    10.3390/app8030328
  54. Faia, R.; Pinto, T.; Vale, Z.; Corchado, J.M.. "Strategic Particle Swarm Inertia Selection for Electricity Markets Participation Portfolio Optimization". Applied Artificial Intelligence 32 7-8 (2018): 745-767. http://www.scopus.com/inward/record.url?eid=2-s2.0-85052134149&partnerID=MN8TOARS.
    10.1080/08839514.2018.1506971
  55. Santos, G; Pinto, T; Praça, I; Vale, ZA. "Iberian electricity market ontology to enable smart grid market simulation". Energy Inform. (2018):
  56. Soares, JP; Lezama, F; Pinto, T; Morais, H. "Complex Optimization and Simulation in Power Systems". Complex. (2018):
  57. Soares, JP; Pinto, T; Lezama, F; Morais, H. "Survey on Complex Optimization and Simulation for the New Power Systems Paradigm". Complex. (2018):
  58. Faia, R; Pinto, T; Vale, ZA; Corchado, JM. "Strategic Particle Swarm Inertia Selection for Electricity Markets Participation Portfolio Optimization". Appl. Artif. Intell. (2018):
  59. PINTO, Tiago; MARQUES, Luis; SOUSA, Tiago M; PRAÇA, Isabel; VALE, Zita; ABREU, Samuel L. "Data-Mining-based filtering to support Solar Forecasting Methodologies". ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal 6 3 (2017): 85. http://dx.doi.org/10.14201/adcaij20176385102.
    10.14201/adcaij20176385102
  60. Pinto, Tiago. "An Ad-Hoc Initial Solution Heuristic for Metaheuristic Optimization of Energy Market Participation Portfolios". Energies (2017): http://www.mdpi.com/1996-1073/10/7/883.
    10.3390/en10070883
  61. Faia, R.; Pinto, T.; Abrishambaf, O.; Fernandes, F.; Vale, Z.; Corchado, J.M.. "Case based reasoning with expert system and swarm intelligence to determine energy reduction in buildings energy management". Energy and Buildings 155 (2017): 269-281. http://www.scopus.com/inward/record.url?eid=2-s2.0-85029711864&partnerID=MN8TOARS.
    10.1016/j.enbuild.2017.09.020
  62. Gazafroudi, A.S.; Prieto-Castrillo, F.; Pinto, T.; Prieto, J.; Corchado, J.M.; Bajo, J.. "Energy flexibility management based on predictive dispatch model of domestic energy management system". Energies 10 9 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85044444207&partnerID=MN8TOARS.
    10.3390/en10091397
  63. Soares, J.; Pinto, T.; Sousa, F.; Borges, N.; Vale, Z.; Michiorri, A.. "Scalable computational framework using intelligent optimization: Microgrids dispatch and electricity market joint simulation". IFAC-PapersOnLine 50 1 (2017): 3362-3367. http://www.scopus.com/inward/record.url?eid=2-s2.0-85031770487&partnerID=MN8TOARS.
    10.1016/j.ifacol.2017.08.525
  64. 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. http://dx.doi.org/10.14201/adcaij2016522542.
    10.14201/adcaij2016522542
  65. FAIA, Ricardo; PINTO, Tiago; VALE, Zita. "Dynamic Fuzzy Clustering Method for Decision Support in Electricity Markets Negotiation". ADCAIJ: ADVANCES IN DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE JOURNAL 5 1 (2016): 23. http://dx.doi.org/10.14201/adcaij2016512336.
    10.14201/adcaij2016512336
  66. Santos, G.; Pinto, T.; Praça, I.; Vale, Z.. "MASCEM: Optimizing the performance of a multi-agent system". Energy 111 (2016): 513-524. http://www.scopus.com/inward/record.url?eid=2-s2.0-84973325744&partnerID=MN8TOARS.
    10.1016/j.energy.2016.05.127
  67. Pinto, T.; Sousa, T.M.; Praça, I.; Vale, Z.; Morais, H.. "Support Vector Machines for decision support in electricity markets' strategic bidding". Neurocomputing 172 (2016): 438-445. http://www.scopus.com/inward/record.url?eid=2-s2.0-84946491665&partnerID=MN8TOARS.
    10.1016/j.neucom.2015.03.102
  68. Santos, G.; Pinto, T.; Praça, I.; Vale, Z.. "An interoperable approach for energy systems simulation: Electricity market participation ontologies". Energies 9 11 (2016): http://www.scopus.com/inward/record.url?eid=2-s2.0-85021232874&partnerID=MN8TOARS.
    10.3390/en9110878
  69. 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 (2016): 128-139. http://www.scopus.com/inward/record.url?eid=2-s2.0-84988734772&partnerID=MN8TOARS.
    10.1016/j.energy.2016.09.096
  70. Pinto, T; Sousa, TM; Praça, I; Vale, ZA; Morais, H. "Support Vector Machines for decision support in electricity markets' strategic bidding". Neurocomputing (2016):
  71. Pinto, T; Morais, H; Sousa, TM; Sousa, T; Vale, ZA; Praça, I; Faia, R; Solteiro Pires, EJ. "Adaptive Portfolio Optimization for Multiple Electricity Markets Participation". IEEE Trans. Neural Networks Learn. Syst. (2016):
  72. Pinto, T.; Sousa, T.M.; Morais, H.; Praça, I.; Vale, Z.. "Metalearning to support competitive electricity market players' strategic bidding". Electric Power Systems Research (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84962522494&partnerID=MN8TOARS.
    10.1016/j.epsr.2016.03.012
  73. Pinto, T.; Barreto, J.; Praça, I.; Sousa, T.M.; Vale, Z.; Pires, E.J.S.. "Six thinking hats: A novel metalearner for intelligent decision support in electricity markets". Decision Support Systems 79 (2015): 1-11. http://www.scopus.com/inward/record.url?eid=2-s2.0-84939475915&partnerID=MN8TOARS.
    10.1016/j.dss.2015.07.011
  74. Morais, H.; Sousa, T.M.; Santos, G.; Pinto, T.; Praça, I.; Vale, Z.. "Coalition of distributed generation units to Virtual Power Players - A game theory approach". Integrated Computer-Aided Engineering 22 3 (2015): 297-309. http://www.scopus.com/inward/record.url?eid=2-s2.0-84931066843&partnerID=MN8TOARS.
    10.3233/ICA-150490
  75. Santos, G.; Pinto, T.; Morais, H.; Sousa, T.M.; Pereira, I.F.; Fernandes, R.; Praça, I.; Vale, Z.. "Multi-agent simulation of competitive electricity markets: Autonomous systems cooperation for European market modeling". Energy Conversion and Management 99 (2015): 387-399. http://www.scopus.com/inward/record.url?eid=2-s2.0-84930656454&partnerID=MN8TOARS.
    10.1016/j.enconman.2015.04.042
  76. Pinto, T.; Vale, Z.; Praça, I.; Pires, E.J.S.; Lopes, F.. "Decision support for energy contracts negotiation with game theory and adaptive learning". Energies 8 9 (2015): 9817-9842. http://www.scopus.com/inward/record.url?eid=2-s2.0-84945283990&partnerID=MN8TOARS.
    10.3390/en8099817
  77. Pinto, T.; Vale, Z.; Sousa, T.M.; Praça, I.. "Negotiation context analysis in electricity markets". Energy 85 (2015): 78-93. http://www.scopus.com/inward/record.url?eid=2-s2.0-84929514752&partnerID=MN8TOARS.
    10.1016/j.energy.2015.03.017
  78. Pinto, T.; Morais, H.; Sousa, T. M.; Sousa, T.; Vale, Z.; Praca, I.; Faia, R.; Pires, E. J. S.. "Adaptive Portfolio Optimization for Multiple Electricity Markets Participation". IEEE Transactions on Neural Networks and Learning Systems (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84941126040&partnerID=MN8TOARS.
    10.1109/TNNLS.2015.2461491
  79. Morais, H; Sousa, TM; Santos, G; Pinto, T; Praça, I; Vale, ZA. "Coalition of distributed generation units to Virtual Power Players - a game theory approach". Integr. Comput. Aided Eng. (2015):
  80. Sousa, T.; Vale, Z.; Carvalho, J.P.; Pinto, T.; Morais, H.. "A hybrid simulated annealing approach to handle energy resource management considering an intensive use of electric vehicles". Energy 67 (2014): 81-96. http://www.scopus.com/inward/record.url?eid=2-s2.0-84895921647&partnerID=MN8TOARS.
    10.1016/j.energy.2014.02.025
  81. Pinto, T.; Vale, Z.; Sousa, T.M.; Praça, I.; Santos, G.; Morais, H.. "Adaptive learning in agents behaviour: A framework for electricity markets simulation". Integrated Computer-Aided Engineering 21 4 (2014): 399-415. http://www.scopus.com/inward/record.url?eid=2-s2.0-84907533712&partnerID=MN8TOARS.
    10.3233/ICA-140477
  82. Pinto, T; Vale, ZA; Sousa, TM; Praça, I; Santos, G; Morais, H. "Adaptive learning in agents behaviour: A framework for electricity markets simulation". Integr. Comput. Aided Eng. (2014):
  83. Pinto, T.; Praça, I.; Vale, Z.; Morais, H.; Sousa, T.M.. "Strategic bidding in electricity markets: An agent-based simulator with game theory for scenario analysis". Integrated Computer-Aided Engineering 20 4 (2013): 335-346. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884551099&partnerID=MN8TOARS.
    10.3233/ICA-130438
  84. Pinto, T; Praça, I; Vale, ZA; Morais, H; Sousa, TM. "Strategic bidding in electricity markets: An agent-based simulator with game theory for scenario analysis". Integr. Comput. Aided Eng. (2013):
  85. Morais, H.; Pinto, T.; Vale, Z.; Praça, I.. "Multilevel negotiation in smart grids for VPP management of distributed resources". IEEE Intelligent Systems 27 6 (2012): 8-16. http://www.scopus.com/inward/record.url?eid=2-s2.0-84870869546&partnerID=MN8TOARS.
    10.1109/MIS.2012.105
  86. Vale, Z.; Pinto, T.; Praça, I.; Morais, H.. "MASCEM: Electricity markets simulation with strategic agents". IEEE Intelligent Systems 26 2 (2011): 9-17. http://www.scopus.com/inward/record.url?eid=2-s2.0-79955396145&partnerID=MN8TOARS.
    10.1109/MIS.2011.3
  87. Pinto, T.; Morais, H.; Oliveira, P.; Vale, Z.; Praça, I.; Ramos, C.. "A new approach for multi-agent coalition formation and management in the scope of electricity markets". Energy 36 8 (2011): 5004-5015. http://www.scopus.com/inward/record.url?eid=2-s2.0-79961126017&partnerID=MN8TOARS.
    10.1016/j.energy.2011.05.045
Thesis / Dissertation
  1. "Decision support for the strategic behaviour of electricity market players". 2016.
  2. "Adaptive Learning in Agents Behaviour: A framework for electricity markets simulation”, MSc Thesis, Institute of Engineering, Polytechnic of Porto, November 2011". Master, 2011.
  3. "Rock-scissors-paper & penalty shootout simulation -adaptive learning perspective“, BSc Final Project Report, Glasgow Caledonian University, Scotland, U.K., February 2008". Degree, 2008.

Other

Dataset
  1. Bruno Veiga; Gabriel Santos; Pinto, Tiago; Faia, Ricardo; Carlos Ramos; Vale, Zita. Demonstration of Simulation Tools for Electricity Markets considering Power Flow Analysis (1.0)” [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7635797. 2023.
  2. Gomes, Luis; Pinto, Tiago; Vale, Zita. A full-year data regarding a smart building. https://zenodo.org/record/6778782. 2022.
    doi.org/10.5281/zenodo.6778782
  3. Luis Gomes; Vale, Zita; Pinto, Tiago. Photovoltaic generation data, for 3 years, regarding the 2022-3 Competition on solar generation forecasting (1.0)” [Data set]. Zenodo. https://doi.org/10.5281/zenodo.7330512. 2021.
  4. Gabriel Santos; Hugo Morais; Pinto, Tiago; Juan M. Corchado; Vale, Zita. Intelligent Energy Systems Ontology: Local flexibility market and power system co-simulation demonstration (1.0)” [Data set]. Zenodo. https://doi.org/10.5281/zenodo.5526903. 2021.
  5. Gabriel Santos; Luis Gomes; Pinto, Tiago; Vale, Zita; Pedro Faria. MARTINE Semantic Interoperability: Local Electricity Market Hour-Ahead Session (1.0)” [Data set]. Zenodo. https://doi.org/10.5281/zenodo.4524991. 2021.
Other output
  1. Semantic Services Catalog: Demonstration of Multiagent Systems Society co-simulation. 2021. Santos, G; Canito, A; Carvalho, R; Pinto, T; Vale, Z; Marreiros, G; Corchado, JM.
  2. Intelligent Energy Systems Ontology: Local flexibility market and power system co-simulation demonstration. 2021. Santos, G; Morais, H; Pinto, T; Corchado, JM; Vale, Z.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2023/09/12 Invited talk: " SCORE – Sistema complementar de apoio ao ensino", I Fórum de Inovação Pedagógica, 12 September 2023, Vila Real, Portugal
2023/07 Invited talk: “Competition on solar generation forecasting results”, Panel "Benchmarking of artificial intelligence methods for energy generation and consumption forecasting", 2023 IEEE Power and Energy Society General Meeting, Orlando, Florida, US, July 2023
2022/07 Invited talk: “Deep Generative Models for Synthetic Building Data generation”, Panel Deep Learning Methods and Applications for Power and Energy, 2022 IEEE Power and Energy Society General Meeting, Denver, Colorado, US, July 2022
2022/07 Invited talk: “Forecasting energy resources using artificial intelligence models”, Panel Benchmarking of Artificial Intelligence Methods for Energy Generation and Consumption Forecasting, 2022 IEEE Power and Energy Society General Meeting, Denver, Colorado, US, July 2022
2022/07 Invited talk: “Forecasting energy resources using artificial intelligence models”, Panel Benchmarking of Artificial Intelligence Methods for Energy Generation and Consumption Forecasting, 2022 IEEE Power and Energy Society General Meeting, Denver, Colorado, US, July 2022
2022/05 Invited talk: “Aprendizagem automática e apoio à decisão em sistemas de energia”, QTDEI, Porto, May, 2022
2021/12/10 Invited talk: “The contribution of artificial intelligence towards smart building energy management”, Workshop on Energy Flexibility in Smart Buildings and Smart Grids, 10 December 2021, Porto, Portugal
2021/06 Invited talk: “The contribution of artificial intelligence for an efficient energy transition”, Encontro Ciência 2021, Lisboa, Portugal, June 2021
2020/08/04 Learning from consumption data for buildings increased efficiency Panel Session on: Intelligent consumers and load data processing for efficient operation of buildings and smartgrids, IEEE PES General Meeting 2020
IEEE PES-GM
2020/08 Invited Lecture: “Multi-agent strategic behaviour in electricity market negotiations” 24th European Conference on Artificial Intelligence (ECAI 2020)
2020/07 Invited lecture: Online Training Course: "Machine learning methodologies and strategic behaviour in electricity market negotiations", Machine Learning, Agent-based Systems and Optimization in Power and Energy
2020/06 Invited Lecture: "Redes neuronais artificiais e sua aplicação em sistemas de energia", Seminário LEMA (Mathematical Engineering lab), School of Engineering, Polytechnic of Porto
2020 Invited talk: “Learning from consumption data for buildings increased efficiency” Panel Session on: Intelligent consumers and load data processing for efficient operation of buildings and smartgrids, IEEE PES General Meeting
(Virtual)
2020 Invited lecture: Decision Support Systems, MSc in Computer Science - Knowledge and Decision Technologies, Polytechnic of Porto ¿ School of Engineering (ISEP/IPP)
2020 Invited lecture: Machine Learning, MSc in Artificial Intelligence Engineering, Polytechnic of Porto – School of Engineering (ISEP/IPP)
2019/12/11 Invited talk: "IF ADAPT Adaptive Decision support for Agents negotiation in electricity market and smart grid Power Transactions" Panel Session - Artificial Intelligence in DIGITAL, European Commision's Marie Sklodowska-Curie Actions Artificial Intelligence Cluster event
2019/08 Invited talk: ”Intelligent data analysis and processing to support local energy markets operation” IEEE PES General Meeting
(Porto, Portugal)
2019/08 Invited Lecture: “Multi-Agent Simulation and Decision Support in Power and Energy Systems” IJCAI 2019, the 28th International Joint Conference on Artificial Intelligence, Tutorial on Scalable Deep Learning: From Theory to Practice
(Macao, China)
2019/07 Invited talk: “Power and energy systems and electricity markets: an artificial intelligence based approach” Encontro Ciência 2019
(Lisbon, Portugal)
2019/05/21 Invited talk: “Artificial Intelligence in Smart Cities and Smart Grids” Panel on Connecting People with Cities Powered by NOS, Portugal Smart Cities Summit
(Portugal)
2019/05 Invited Lecture: “Multi-Agent Simulation and Decision Support in Power and Energy Systems” AAMAS (International Conference on Autonomous Agents and Multiagent Systems), Tutorial on Scalable Deep Learning: From Theory to Practice
(Montreal, Canada)
2019/03 Keynote talk: “Artificial Intelligence in Power and Energy Management” International Conference on Innovative Applied Energy (IAPE’19)
(Oxford, United Kingdom)
2019/01 Invited talk: “ADAPT - Adaptive Decision support for Agents negotiation in electricity market and smart grid Power Transactions” Workshop on Demand response approaches for real-time renewable energy integration
(Porto, Portugal)
2018/08 Invited talk: ”Decision support for small players negotiations under a transactive energy framework” IEEE PES General Meeting panel session Transactive Approaches to Integration of Flexible Demand and Distributed Generation: Highlights from the TPWRS Special Section
(Portland, United States)
2017/12 Invited talk: “Computational Intelligence in Power Systems” IEEE Symposium on Computational Intelligence Applications in Smart Grid)
(Hawaii, United States)
2017/07 Invited talk: “Cyber-physical system resilience testing with an hybrid real-time simulation platform” IEEE PES General Meeting session Resilient Control Systems for Cyber Physical Power and Energy Systems
(Chicago, United States)
2017/06 Invited talk: “Hybrid Simulation and Emulation in Power and Energy Systems through Multi-Agent Systems Interoperability” MASGES 2017 (Multi-agent based Applications for Smart Grids and Sustainable Energy Systems), 15th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2017)
(Porto, Portugal)
2017/03 Invited talk: “Machine Learning” 2nd DREAM-GO Workshop – Enabling Demand Response for short and real-time Efficient And Market Based smart Grid Operation – An intelligent and real-time simulation approach
(Salamanca, Spain)
2016/09/05 Invited talk: “Decision Support in agent-based electricity markets negotiation” IATEM 2016 (Fifth International Workshop on Artificial Intelligence Techniques for Power Systems and Energy Markets) of the 27th International Conference on Database and Expert Systems Applications (DEXA 2016)
(Porto, Portugal)
2015/11/17 Invited talk: “Regulatory electricity market models” 3rd ELECON WORKSHOP - "Regulatory context of Smart Grids in Europe and Brazil: Current State and Trends"
(Grenoble, France)
2015/09/01 Invited talk: “Multi-Agent simulation of electricity markets and smart grids” IATEM 2015 (Fourth International Workshop on Artificial Intelligence Techniques for Power Systems and Energy Markets) of the 26th International Conference on Database and Expert Systems Applications (DEXA 2015)
(Valencia, Spain)
2013/09/24 Invited talk: “An Electricity Market Simulator with Strategic Players” First ELECON Workshop: Towards Efficient European and Brazilian Electricity Markets
(Porto, Portugal)
2013/08/23 Invited talk: “MASCEM: Multi-agent Simulator of Competitive Electricity Markets” IATEM 2013 (Fourth International Workshop on Artificial Intelligence Techniques for Power Systems and Energy Markets) of the 24th International Conference on Database and Expert Systems Applications (DEXA 2013)
(Prague, Czech Republic)
2013/04 Invited talk: “Regulatory Electricity Markets and Electricity Market Simulation in Europe”
Instituto Federal de Santa Catarina (Florianópolis, Brazil)
2012/12/03 Invited talk: ” Demo - MASCEM System for Electricity Markets” 2nd Workshop on Power Systems and Energy Markets
(Lisbon, Portugal)
2011/10/27 Invited talk: ”Strategic Behavior in MASCEM negotiating Players” 1st Workshop on Power Systems and Energy Markets
(Lisbon, Portugal)
2010/07 Invited talk: “Electricity Market Players Strategy Formulation: Agent Behavior and Market Prices Prediction" Summer School on Neural Networks in Classification, Regression and Data Mining
(Porto, Portugal)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2024 - Current Evaluating the energy transition from a Multi-Criteria Decision Making Process perspective in Austria
Co-supervisor
Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal

Fachhochschule Technikum Wien, Austria
2024 - Current Ecosistema de software na área da mobilidade
Co-supervisor
Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2023 - Current Inteligência Artificial Explicativa para modelos de geração de dados sintéticos
Co-supervisor
Universidade Estadual Paulista Júlio de Mesquita Filho - Câmpus de Ilha Solteira, Brazil
2022 - Current Modelo de previsão de incidentes rodoviários com informação contextual
Co-supervisor
 Engenharia Informática (PhD)
Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2022 - Current Otimização do planeamento de intervenções em vias rodoviárias baseada em modelos preditivos
Co-supervisor
Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2022 - Current Otimização metaheuristica para a reconfiguração de redes de energia elétrica
Co-supervisor
Universidade Estadual Paulista Júlio de Mesquita Filho - Câmpus de Ilha Solteira, Brazil
2021/02 - Current Análise e Identificação de Padrões de Consumo
Co-supervisor of Francisco Manuel Pereira Resende de Andrade
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - Current Explainable Contextual Models for Automated Machine Learning in Power and Energy Systems
Co-supervisor
Universidad de Salamanca, Spain
2020/09/01 - Current Contextual energy consumption forecasting
Supervisor
 Computer Science (PhD)
Universidad de Salamanca, Spain
2020/09/01 - Current Wind generation forecasting with prediction error-corrected machine learning approach
Co-supervisor
 Electrical Engineering (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2020/02 - Current Sistema inteligente de gestão energética em edifícios
Co-supervisor of Ana Filipa Lopes de Jesus
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020/02 - Current EXPLICAÇÃO AUTOMÁTICA DE DECISÕES EM SISTEMA INTELIGENTE DE GESTÃO ENERGÉTICA EM EDIFÍCIOS
Co-supervisor of Tiago Ribeiro Mendes
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2017 - Current Ontologias para a Interoperabilidade de Sistemas Multiagente Heterogéneos no âmbito dos Sistemas de Energia
Co-supervisor
 Computer Science (PhD)
Universidad de Salamanca, Spain
2017 - Current Apoio à decisão para participação em mercados de energia elétrica
Co-supervisor
 Computer Science (PhD)
Universidad de Salamanca, Spain
2016 - Current Big Data in Smart Grids
Co-supervisor
 Computer Science (PhD)
Universidad de Salamanca, Spain
2016 - Current Multi-agent approach for local energy markets
Co-supervisor
 Computer Science (PhD)
Universidad de Salamanca, Spain
2016 - Current Apoio à validação técnica da rede em ambiente de simulação multi-agente de mercados de energia elétrica
Co-supervisor
 Engenharia Informatica (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2018 - 2022 Decision Support for Participation in Electric Markets considering the Transaction of Services and Electricity at the Local Level
Supervisor
Universidad de Salamanca, Spain
2015/01/01 - 2019/05/10 Tarifas e Remuneração de Agentes Virtuais de Energia no âmbito dos Mercados de Energia Elétrica
Co-supervisor
 Engenharia Eletrotécnica e de Computadores (PhD)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2018 - 2019 ESTUDO E SIMULAÇÃO DE MERCADOS LOCAIS DE ENERGIA E FLEXIBILIDADE
Supervisor
 Engenharia Electrotécnica - Sistemas Eléctricos de Energia (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Instituto Federal de Educação Ciência e Tecnologia de Santa Catarina - Campus Florianópolis, Brazil
2018 - 2019 Sistema inteligente de gestão energética em edificios Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2016 - 2019 Sociedade de Sistemas Multi-Agente para o Estudo de Sistemas de Energia Elétrica
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2012 - 2019 Tarifas e Remuneração de Agentes Virtuais de Energia
Co-supervisor
 Engenharia Electrotécnica e de Computadores (PhD)
Universidade de Trás-os-Montes e Alto Douro, Portugal
2015 - 2016 OTIMIZAÇÃO DE PORTFÓLIO DE PARTICIPAÇÃO EM MERCADOS DE ENERGIA ELÉTRICA
Co-supervisor
 Engenharia Electrotécnica - Sistemas Eléctricos de Energia (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2015 - 2016 Sistema multiagente PARA O ESTUDO E GESTÃO DO CONSUMO EM HABITAÇÕES
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2013 - 2015 Ontologies for the interoperability of multi-agent electricity markets simulation platforms
Co-supervisor
 Engenharia Informática (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2011 - 2013 Six Thinking Hats for Electricity Markets Simulation Adapting Meeting Tools to Agent Decision
Co-supervisor
 Engenharia Informatica (Master)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Event organisation

Event name
Type of event (Role) 		Institution / Organization
2024/11 - Current Special Track "AI in education" International Conference on Technology and Innovation in Learning, Teaching and Education (TECH-EDU), Abu Dhabi, UAE, November 2024 (2024)
Workshop (Member of the Organising Committee)
2024/09 - Current Thematic track AIPES (Artificial Intelligence in Power and Energy Systems) in the 23rd EPIA Conference on Artificial Intelligence, Viana do Castelo, Portugal, September, 2024 (2024)
Workshop (Member of the Organising Committee)
2024/07 - Current Panel Session: MAS based methods for techno-economic performance of future low inertia multi-energy systems, 2024 IEEE Power and Energy Society General Meeting, Seattle, Washington, US, July 2024 (2024)
2023/11/29 - Current Organization team of UTAD “Code and Conquer” Hackathon / Code Masters 2023, 29 November 2023 (2023)
2023/11/21 - Current Workshop "Aplicação de Inteligência Artificial e Otimização em Recursos Energéticos Distribuídos", Universidade Estadual de São Paulo, Campus de Ilha Solteira, 21 de Novembro 2023 (2023)
Workshop (Member of the Organising Committee)
2023/09 - Current Thematic track AIPES (Artificial Intelligence in Power and Energy Systems) in the 22nd EPIA Conference on Artificial Intelligence, Faial Island, Azores, Portugal, September, 2023 (2023)
Workshop (Member of the Organising Committee)
2023/07 - Current Panel Session: Multi-agent decision support in local electricity markets, 2023 IEEE Power and Energy Society General Meeting, Orlando, Florida, US, July 2023 (2023)
2023/07 - Current Panel Session: The synergy of multi-agent systems and machine learning in power system applications, 2023 IEEE Power and Energy Society General Meeting, Orlando, Florida, US, July 2023 (2023)
2023/07 - Current Panel Session: Benchmarking of artificial intelligence methods for energy generation and consumption forecasting, 2023 IEEE Power and Energy Society General Meeting, Orlando, Florida, US, July 2023 (2023)
2022/09 - Current Special Track "AI in education" International Conference on Technology and Innovation in Learning, Teaching and Education (TECH-EDU), Lisbon, Portugal, September 2022 (2022)
Workshop (Member of the Organising Committee)
2022/09 - Current Thematic track AIPES (Artificial Intelligence in Power and Energy Systems) in the 21st EPIA Conference on Artificial Intelligence, Lisbon, Portugal, September, 2022 (2022)
Workshop (Member of the Organising Committee)
2022/09 - Current International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion (DSAI) organization committee, Lisbon, Portugal, September 2022 (2022)
Conference (Member of the Organising Committee)
2022/09 - Current International Conference on Technology and Innovation in Learning, Teaching and Education (TECH-EDU), organization committee, Lisbon, Portugal, September 2022 (2022)
Conference (Member of the Organising Committee)
2022/07 - Current Panel Session: Multi-agent systems for distributed optimal power flow in integrated Microgrids, 2022 IEEE Power and Energy Society General Meeting, Denver, Colorado, US, July 2022 (2022)
2022/07 - Current Panel Session: Intelligent decision making in power and energy systems using multi-agent systems, 2022 IEEE Power and Energy Society General Meeting, Denver, Colorado, US, July 2022 (2022)
2022/07 - Current Panel Session: Deep learning methods and applications for power and energy, 2022 IEEE Power and Energy Society General Meeting, Denver, Colorado, US, July 2022 (2022)
2022/05/05 - Current Workshop on Artificial Intelligence Techniques for the Optimization of Electric Power Distribution Systems, Porto, Portugal, 5 May 2022 (2022)
Workshop (Member of the Organising Committee)
2021/12/07 - Current Special Session on Computational Intelligence Approaches for Efficient Energy Transition of IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2021), December 7th 2021, online, USA (2021)
Workshop (Member of the Organising Committee)
2021/09/06 - Current Thematic track AIPES (Artificial Intelligence in Power and Energy Systems) in the 20th EPIA Conference on Artificial Intelligence, Vila Real, Portugal, September, 2021 (2021/09/06)
Conference (Co-organisor)
2021/09 - Current Thematic track AIPES (Artificial Intelligence in Power and Energy Systems) in the 20th EPIA Conference on Artificial Intelligence, online, September, 2021 (2021)
Workshop (Member of the Organising Committee)
2021/07 - Current Panel Session: Performance evaluation of artificial intelligence methods for energy consumption forecasting using open data sets, 2021 IEEE Power and Energy Society General Meeting (PES-GM 2021), online, July 2021 (2021)
2020 - Current Workshop AIPES (Artificial Intelligence in Power and Energy Systems) in the 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Spain (2020)
Workshop (Member of the Organising Committee)
2019/09 - Current ¿ 19th EPIA Conference on Artificial Intelligence, Vila Real, Portugal, September, 2019 (2019/09)
2019/09 - Current Panel Session: Artificial Intelligence in Power and Energy Systems, EPIA 2019, Vila Real, Portugal, September, 2019 (2019)
2019/08 - Current Panel Session “Intelligent approaches for IoT applications in smartgrids”, in the 2019 IEEE Power and Energy Society General Meeting (PES-GM 2019), Atlanta, US, August, 2019 (2019)
2019 - Current ¿ Thematic track AIPES (Artificial Intelligence in Power and Energy Systems) in the 19th EPIA Conference on Artificial Intelligence, Vila Real, Portugal, September, 2019 (2019)
Conference (Co-organisor)
2019 - Current ¿ ADRESS 2019 (Special Session on Advances on Demand Response and Renewable Energy Sources in Smart Grids), in DCAI 2019 (16th International Conference on Distributed Computing and Artificial Intelligence), Avila, Spain, June 2019 (2019)
Conference
2019 - Current ¿ MASGES 2019 (Multi-agent based Applications for Smart Grids and Sustainable Energy Systems), in PAAMS 2019 (17th International Conference on Practical Applications of Agents and Multi-Agent Systems), Avila, Spain, June 2019 (2019)
2019 - Current ¿ ADRESS 2018 (Special Session on Advances on Demand Response and Renewable Energy Sources in Smart Grids), in DCAI 2018 (15th International Conference on Distributed Computing and Artificial Intelligence), Toledo, Spain, June 2018 (2018)
Conference (Co-organisor)
2018/08 - Current Panel session “The role of datahubs and data analysis in the transition towards local energy markets” in the 2018 IEEE Power and Energy Society General Meeting (PES-GM 2018), Portland, US, August, 2018 (2018)
2018 - Current ¿ Special Session on Optimizing the use of Distributed Energy Resources in Smart Grids with Effective Demand Response, 2018 IEEE Symposium on Computational Intelligence Applications in Smart Grid (CIASG'18), IEEE Symposium Series on Computational Intelligence (IEEE SSCI) 2018 (2018)
Conference (Co-organisor)
2018 - Current ¿ MASGES 2018 (Multi-agent based Applications for Smart Grids and Sustainable Energy Systems), in PAAMS 2018 (16th International Conference on Practical Applications of Agents and Multi-Agent Systems), Toledo, Spain, June 2018 (2018)
Conference (Co-organisor)
2017 - Current ¿ 18th EPIA Conference on Artificial Intelligence, Porto, Portugal, September, 2017 (2017/09)
2017 - Current ¿ PAAMS 2017 (15th International Conference on Practical Applications of Agents and Multi-Agent Systems), Porto, Portugal, June 2017 (2017)
Conference (Co-organisor)
2017 - Current ¿ PAACB 2017 (11th International Conference on Practical Applications of Computational Biology & Bioinformatics), Porto, Portugal, June 2017 (2017/06)
Conference (Co-organisor)
2017 - Current ¿ Special Session on Agent-based modeling for smart grids and M2M applications in CIASG 2017 (IEEE Symposium on Computational Intelligence Applications in Smart Grid), Hawaii, US, December, 2017 (2017)
Conference (Co-organisor)
2017 - Current ¿ Thematic track AIPES (Artificial Intelligence in Power and Energy Systems) in the 18th EPIA Conference on Artificial Intelligence, Porto, Portugal, September, 2017 (2017)
Conference (Co-organisor)
2017 - Current ¿ Special Session COPES 2017 (Communications and Control in Power and Energy Systems), in ICUWB 2017 (IEEE International Conference on Ubiquitous Wireless Broadband), Salamanca, Spain, September 2017 (2017)
Conference (Co-organisor)
2017 - Current ¿ MASGES 2017 (Multi-agent based Applications for Smart Grids and Sustainable Energy Systems), Porto, Portugal, June 2017 (2017)
Conference (Co-organisor)
2017 - Current ¿ DREAM-GO Workshop – Enabling Demand Response for short and real-time Efficient And Market Based smart Grid Operation – An intelligent and real-time simulation approach, Salamanca, Spain, March 2017 (2017)
Meeting (Co-organisor)
2017 - Current ¿ ADRESS 2017 (Special Session on Advances on Demand Response and Renewable Energy Sources in Agent Based Smart Grids), Porto, Portugal, June 2017 (2017)
Conference (Co-organisor)
2016 - Current ¿ GIIS 2016 (Global Information Infrastructure and Networking Symposium), October 2016, Porto, Portugal (2016/10)
Conference (Co-organisor)
2016 - Current ¿ 27th International Conference on Database and Expert Systems Applications (DEXA 2016), September 5-8, 2016, Porto, Portugal (2016)
Conference (Co-organisor)
2015 - Current ¿ SUComS 2015 (6th International Conference on Security-enriched Urban Computing and Smart Grids), June 21-23, 2015, Porto, Portugal (2015)
Conference (Co-organisor)
2011 - Current ¿ IEA/AIE 2011 (Twenty-fourth International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems), 29 June – 1 July, 2011, Syracuse, U.S.A. (2011)
Conference (Member of the Organising Committee)
2010 - Current ¿ Summer School on Neural Networks in Classification, Regression and Data Mining, July 12-16, 2010, Porto, Portugal (2010)
2009 - Current ¿ ISCIES 2009 (International Symposium on Computational Intelligence for Engineering Systems), November 18-19, 2009, Porto, Portugal (2009)
Conference
2024/11/13 - 2024/11/15 International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion (DSAI) organization committee, Abu Dhabi, United Arab Emirates (UAE), 13 – 15 November 2024 (2024)
Conference (Member of the Organising Committee)
2024/11/13 - 2024/11/15 International Conference on Technology and Innovation in Learning, Teaching and Education (TECH-EDU), organization committee, Abu Dhabi, United Arab Emirates (UAE), 13 – 15 November 2024 (2024)
Conference (Member of the Organising Committee)
2024/06/26 - 2024/06/28 Special Session on Power System Optimization and Machine Learning Models (PSO-ML), 15th Symposium on Ambient Intelligence, Salamanca (Spain), 26th-28th June, 2024 (2024)
Workshop (Member of the Organising Committee)
2024/06/26 - 2024/06/28 Special Session on Novel Technologies for Smart Industry and Mobility (SmartMob), 21st International Conference on Distributed Computing and Artificial Intelligence, Salamanca (Spain), 26th-28th June, 2024 (2024)
Workshop (Member of the Organising Committee)
2023/07/12 - 2023/07/14 Special Session on Power System Optimization and Machine Learning Models (PSO-ML), 20th International Conference on Distributed Computing and Artificial Intelligence, Guimarães (Portugal), 12th-14th July, 2023 (2023)
Workshop (Member of the Organising Committee)
2023/07/12 - 2023/07/14 Special Session on Smart Factories of the Future (SmartFoF), 20th International Conference on Distributed Computing and Artificial Intelligence, Guimarães (Portugal), 12th-14th July, 2023 (2023)
Workshop (Member of the Organising Committee)
2022 - 2023/07 Competition on solar generation forecasting, 2023 IEEE Power & Energy Society General Meeting, July 2023 (2022-2023) (2022)
2019/09/03 - 2019/09/06 DOMINOES Summer School, at the EPIA Conference on Artificial Intelligence at Vila Real, Portugal in September 3rd-6th, 2019; integrated in the Artificial Intelligence in Power and Energy Systems (AIPES) thematic track (2019)

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2023/02 - Current Invited lecture: “Preparação de dados e avaliação de resultados”, MSc in Electrical Engineering, Universidade Estadual Paulista, February 2023
2023/02 - Current Invited lecture: “Aprendizagem automática e apoio à decisão em sistemas de energia”, MSc in Electrical Engineering, Universidade Estadual Paulista, February 2023
2023/02 - Current Invited lecture: “Introdução à aprendizagem automática”, MSc in Electrical Engineering, Universidade Estadual Paulista, February 2023
2023 - Current Técnicas de inteligência artificial aplicadas a mercados de eletricidade, 2023 Universidade Estadual Paulista Júlio de Mesquita Filho - Câmpus de Ilha Solteira, Brazil
2022/06 - Current Invited lecture, “Sistemas multi-agente para simulação e apoio à decisão em sistemas de energia”, Multi-Agent Systems, MSc in Artificial Intelligence Engineering, Polytechnic of Porto – School of Engineering (ISEP/IPP), June, 2022
2022/05 - Current Invited lecture, “Aprendizagem automática e apoio à decisão em sistemas de energia”, Postgrad / Pós-graduação em Big Data & Decision Making, Polytechnic of Porto – School of Engineering (ISEP/IPP), May 2022
2021/07 - Current Tutorial on Cyber-physical multi-agent systems, 22nd European Agent Systems Summer School (EASSS 2021), Porto, Portugal, July 2021 o Including Lecture: “Agent-based machine learning”
2021/05 - Current Tutorial on Cyber-physical multi-agent systems, 20th International Conference on Autonomous Agents and Multiagent Systems, May 2021 o Including Lecture: “Agent-based machine learning”
2021/03/08 - Current Aprendizagem Automática II – Machine Learning II MSc in Artificial Intelligence Engineering Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/01 - Current Tutorial on Scalable Deep Learning: How far is one billion neurons?, 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI2020), January 2021 online o Including Lecture: “Multi-agent strategic behaviour in electricity market negotiations”
2020/09/01 - Current Planeamento e Tomada de Decisão – Planning and Decision Making MSc in Artificial Intelligence Engineering Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020/09/01 - Current Engenharia do Conhecimento – Knowledge Engineering MSc in Artificial Intelligence Engineering Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020/08 - Current Tutorial on Scalable Deep Learning: How far is one billion neurons?, 24th European Conference on Artificial Intelligence (ECAI 2020), online, August 2020 o Including Lecture: “Multi-agent strategic behaviour in electricity market negotiations”
2020/01/02 - Current Linguagens de Programação – Programming Languages BSc in Computer Science, Polytechnic of Porto Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020 - Current Invited Lecture: "Redes neuronais artificiais e sua aplicação em sistemas de energia", Seminário LEMA (Mathematical Engineering lab), School of Engineering, Polytechnic of Porto, June 2020
2020 - Current Online Training Course: "Machine learning methodologies and strategic behaviour in electricity market negotiations", Machine Learning, Agent-based Systems and Optimization in Power and Energy, online, July 2020
2020 - Current Machine Learning, MSc in Artificial Intelligence Engineering, Polytechnic of Porto – School of Engineering (ISEP/IPP), 2020
2020 - Current Decision Support Systems, MSc in Computer Science - Knowledge and Decision Technologies, Polytechnic of Porto – School of Engineering (ISEP/IPP), 2020
2019/09/01 - Current Laboratório/Projeto V – Lab/Project V BSc in Computer Science, Polytechnic of Porto Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/09/01 - Current Algoritmia Avançada – Advanced Algorithms BSc in Computer Science, Polytechnic of Porto Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/09 - Current Computação Avançada - programação em Prolog (Licenciatura) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/08 - Current Tutorial on Scalable Deep Learning: From Theory to Practice, IJCAI 2019, the 28th International Joint Conference on Artificial Intelligence, Macao, China, August 2019 o Including Lecture: “Multi-Agent Simulation and Decision Support in Power and Energy Systems”
2019/05 - Current Tutorial on Scalable Deep Learning: From Theory to Practice, AAMAS (International Conference on Autonomous Agents and Multiagent Systems) 2019, Montreal, Canada, May 2019 o Including Lecture: “Multi-Agent Simulation and Decision Support in Power and Energy Systems”
2019/01/02 - Current Mercados de Energia – Energy Markets MSc in Sustainable Energy Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/01/02 - Current • Mercados de Energia – Energy Markets MSc in Electrotechnical Engineering – Electrical Energy Systems Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2012 - Current Invited lecture: Intelligent Systems, MSc in Electrical Engineering – Energy Systems, Polytechnic of Porto – School of Engineering (ISEP/IPP) MSc in Electrical Engineering – Energy Systems (Mestrado) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2011 - Current Invited lecture: Electricity Markets, MSc in Electrical Engineering – Energy Systems, Polytechnic of Porto – School of Engineering (ISEP/IPP) MSc in Electrical Engineering – Energy Systems (Mestrado) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023 - 2024 Sistemas Distribuídos – Distributed Systems (UTAD), 2023/2024 Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2023 - 2024 Compiladores – Compilers – (UTAD), 2023/2024 Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2023 - 2024 Laboratório de Projeto em Engenharia Informática – Lab of project in Computer Science, (UTAD), 2023/2024 Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2023 - 2024 Business Intelligence, UAb e UTAD, 2023/2024 Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal

Universidade Aberta, Portugal
2023 - 2024 Seminário de Informática II – Informatics Seminar II UTAD, 2023/2024 Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2023 - 2024 Formação avançada em sistemas e tecnologias de informação – Advanced training in information systems and technologies, UAb e UTAD, 2023/2024 Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal

Universidade Aberta, Portugal
2023 - 2024 Heurísticas Modernas – Modern Heuristics, UAb e UTAD, 2023/2024 (Regente UTAD) Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal

Universidade Aberta, Portugal
2023 - 2024 Programação Funcional ¿ Functional Programming, UTAD, 2023/2024 Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2023 - 2024 Armazenamento e Processamento de Big Data – Storing and Processing of Big Data, UTAD, 2023/2024 (Regente) Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2022 - 2023 Compiladores – Compilers Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2022 - 2023 Programação Funcional – Functional Programming Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2022 - 2023 Laboratório de Projeto em Engenharia Informática – Lab of project in Computer Science Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2022 - 2023 Business Intelligence | UAb; UTAD Universidade Aberta, Portugal

Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2022 - 2023 Business Intelligence Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2022 - 2023 Seminário de Informática II – Informatics Seminar II (UTAD), 2022/2023 Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2022 - 2023 Algoritmia Avançada – Advanced Algorithms, (ISEP/IPP), 2022/2023 Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022 - 2023 Planeamento e Tomada de Decisão – Planning and Decision Making, (ISEP/IPP), 2022/2023 MSc in Artificial Intelligence Engineering Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022 - 2023 Heurísticas Modernas – Modern Heuristics, , UAb e UTAD, 2022/2023 (Regente UTAD) Universidade Aberta, Portugal

Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2021 - 2022 Programação Funcional – Functional Programming (Licenciatura) Universidade de Trás-os-Montes e Alto Douro Escola de Ciências e Tecnologia, Portugal
2018 - 2019 Invited lecture: Intelligent Systems, MSc in Computer Science, Universidade do Minho MSc in Computer Science (Mestrado) Universidade do Minho, Portugal
2013 - 2013 Invited lecture: Decision Support Systems, MSc in Computer Science - Knowledge and Decision Technologies, Polytechnic of Porto – School of Engineering (ISEP/IPP) MSc in Computer Science - Knowledge and Decision Technologies (Mestrado) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2013 - 2013 Invited lecture: Electricity Markets, BSc in Electrical Engineering – Federal Institute of Santa Catarina (IFSC) Electrical Engineering (Graduado) Instituto Federal de Educação Ciência e Tecnologia de Santa Catarina, Brazil
2011 - 2011 Invited lecture: Systems’ Simulation and Modelling, MSc in Computer Science - Knowledge and Decision Technologies, Polytechnic of Porto – School of Engineering (ISEP/IPP) MSc in Computer Science - Knowledge and Decision Technologies (Mestrado) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Interview (tv / radio show)

Program Topic
2021/03 - Current Interview for “IPP TV” media broadcaster, on the work developed by H2020 projects DOMINOES and TradeRES, March 2021
2020/11 - Current Interview for “Agencia Lusa” media broadcaster, on the advances of artificial intelligence in Power and Energy Systems, November 2020

Other jury / evaluation

Activity description Institution / Organization
2020 - 2021/07 Competition on Building Energy Consumption Forecasting, 2021 IEEE Power & Energy Society General Meeting, July 2021 in Washington, DC, (2020-2021)
Distinctions

Award

2020 Best paper award, in PAAMS 2020, for the paper: "Trust Model for a Multi-Agent based simulation of Local Energy Markets”

Other distinction

2023 International Symposium on Distributed Computing and Artificial Intelligence (DCAI) Electronics Best Paper Award: paper "Dynamic parameterization of metaheuristics using a multi-agent system for the optimization of electricity market participation" by J
International Symposium on Distributed Computing and Artificial Intelligence (DCAI), Portugal
2018 2nd IBM prize for the best demonstration in PAAMS 2018, for the paper entitled: “Demonstration of Tools Control Center for Multi-Agent Energy Systems Simulation
Institute of Brain Medicine, Hong Kong SAR China
2018 Postdoctoral Grant from FCT (Portuguese Science and Technology Foundation), reference: CEECIND/01811/2017
2017 APPIA - Best PhD thesis in Artificial Intelligence 2015-2016 Prize
2016 PAAMS 2016 Grant
2016 Award of scientific excellence
2016 Marie Sklodowska Curie Individual Fellowship
2015 PAAMS 2015 Grant
2014 IEEE Computational Intelligence Society (IEEE CIS) Grant
IEEE Computational Intelligence Society, United States
2014 PAAMS 2014 Grant
2014 Excellent paper award - “Reinforcement Learning Based on the Bayesian Theorem for Electricity Markets Decision Support”
2014 excellent paper award - “Data Extraction Tool to Analyse, Transform and Store Real Data from Electricity Markets”
2013 Bolsa de participação na conferência 11th International Conference on Practical Aplications of Agents and Multi-Agent Systems, PAAMS 2013
2013 Certificado de Mérito de publicação científica
2012 2º lugar no prémio REN - Redes Energéticas Nacionais, 2011
2012 Certificado de Mérito de Publicação Científica do Instituto Politécnico do Porto
Instituto Politécnico do Porto, Portugal
2011 Certificado de Mérito de Publicação Científica do Instituto Politécnico do Porto
Instituto Politécnico do Porto, Portugal
2011 Bolsa de doutoramento aprovada pela FCT – Fundação para a ciência e tecnologia, referência: SFRH/BD/80632/2011
2011 Bolsa de participação na conferência Twenty-fourth International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2011
2007 Erasmus Grant
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal