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Fernando Lezama (PhD, 2014) is an Integrated Researcher in GECAD - Research Group on Intelligent Engineering and Computing for Advanced Innovation and Development, Polytechnic of Porto (IPP). He received the Ph.D. in ICTs from the Tecnologico de Monterrey (ITESM) in 2014. Dr. Lezama's areas of research include the application of computational intelligence (CI), such as natural computing or machine learning, to address optimization challenges in power and energy systems. His solid background in mathematical programming and evolutionary algorithms complements his research interests, which span energy resource management, electricity markets, energy sharing, and demand response. Dr. Lezama's work advances the understanding of complex energy systems, and it has been instrumental in numerous articles and projects, driving innovation in the field. Since 2017, he coordinates the GECAD team of interdisciplinary energy systems optimization, which has 1 doctorate senior researcher, 2 PhD students and 1 MSc student, along with collaboration with senior members of GECAD, visiting researchers, and students. The team specializes in developing models and solutions for complex optimization within energy systems, including transactive energy systems, local energy markets, and energy resource management, all of which contribute to various GECAD projects. Dr. Lezama participated in more than 7 international and 7 national projects and has past/current experience in R&D projects coordination: Principal Investigator at the industry HRI - R&D consultancy project funded by Honda Research Institute Europe GmbH; GECAD/ISEP coordinator of European F4iTECH (C2021/1-10) funded by CELTIC-NEXT; and GECAD/ISEP coordinator of Portuguese project NGS-BP12. He was the international coordinator of task 5.1 on business models, and WP3 Local market enabled DR, from H2020 DOMINOES (771076) project, as well as WP2 of F4iTECH. A leader in academia, he has organized over 18 events, including competitions, special sessions, and workshops in CI for power and energy systems, supported by top-level organizations such as IEEE CIS and IEEE PES. He is a key organizer of the Evolutionary Computation in the Energy Domain competition series at major conferences (PES-GM, CEC, GECCO) since 2017. These events foster interdisciplinary collaboration and serve as educational platforms, promoting open science by facilitating the sharing of methodologies and software tools. With 23 oral presentations at conferences and other events, Dr. Lezama actively contributes to knowledge dissemination. He is Associate Editor of Artificial Intelligence Review of Springer and has been guest editor of 5 special issues. He also has +100 reviews in JCR-indexed journals fully recognized by WOS. In addition, Dr. Lezama is regularly a program committee member of scientific conferences such as WCCI, CEC, MALECON, EI.A, COMIA, or ECTA. Dr. Lezama is the author of +100 scientific articles, 40 of them in indexed journals. He contributed to 15 book sections and published over 50 articles at conferences in power energy systems and computer sciences. As of 18/02/24, Dr. Lezama has +1790 citations on Google Scholar and a h-index of 20. He has successfully supervised 4 MSc dissertations and co-supervised 10 (with 3 ongoing), in addition to supervising/co-supervising 5 BSc projects. Moreover, he supervised one international visiting PhD student from UNESP Brazil. Since 2021, Dr. Lezama participated in teaching activities as auxiliary Professor of the course Electric Mobility of the Power and Energy Systems MSc program at ISEP (Portugal). Starting in 2023, he is also Visiting Professor at UNESP, Brazil, giving lectures on applying metaheuristics in complex energy systems. Finally, Fernando Lezama’s achievements have been recognized with awards and memberships, such as the co-chair of IEEE ISATC Task Force on CI for the Energy Domain, IEEE Senior Member, and SNI-1 by the national research system of Mexico.
Identificação

Identificação pessoal

Nome completo
Fernando Lezama Cruzvillasante

Nomes de citação

  • Lezama, Fernando

Identificadores de autor

Ciência ID
E31F-56D6-1E0F
ORCID iD
0000-0001-8638-8373
Google Scholar ID
LIpiLCoAAAAJ&hl
Scopus Author Id
36810077500

Endereços de correio eletrónico

  • flz@isep.ipp.pt (Profissional)

Websites

Domínios de atuação

  • Ciências da Engenharia e Tecnologias - Engenharia Eletrotécnica, Eletrónica e Informática

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Espanhol; Castelhano Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Inglês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Italiano Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador independente (B1) Utilizador proficiente (C1)
Português Utilizador independente (B2) Utilizador proficiente (C1) Utilizador independente (B1) Utilizador proficiente (C1)
Formação
Grau Classificação
2019/03/01
Concluído
Equivalência (Outros)
Especialização em Doutoramento
Universidade do Minho, Portugal
2014/12/05
Concluído
Ph.D. in Information and Communication Technologies (Doctor)
Monterrey Institute of Technology and Higher Education (ITESM), México
"Application of differential evolution algorithm to optimization problems in optical networks" (TESE/DISSERTAÇÃO)
99.35/100
2011/05/12
Concluído
Master in Electronic Engineering (Telecommunications) (Master)
Monterrey Institute of Technology and Higher Education (ITESM), México
"Implementation of differential evolution algorithm to the wavelength converters placement problem in a multichannel optical network" (TESE/DISSERTAÇÃO)
98.69/100
2008/12
Concluído
Bachelor in Electronic Engineering (Bachelor)
Minatitlan Technological Institute (ITM), México
"Graduated by excellence mode." (TESE/DISSERTAÇÃO)
97.54/100
Percurso profissional

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento
Empregador
2021/03/08 - 2023/04/26 Professor Adjunto Convidado (Docente Ensino Superior Politécnico) Instituto Politécnico do Porto, Portugal
Instituto Politécnico do Porto, Portugal

Outros

Categoria Profissional
Instituição de acolhimento
Empregador
2019/09/13 - Atual Researcher Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
2023/11/13 - 2023/11/30 Visiting Professor at UNESP - Ilha Solteira (Prof. Visitante Associado) Instituto Politécnico do Porto, Portugal
Universidade Estadual Paulista Júlio de Mesquita Filho - Câmpus de Ilha Solteira, Brasil
2017/08/01 - 2019/09/12 Postdoctoral Researcher Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
2015/08/01 - 2017/07/01 Postdoctoral Researcher at the Computer Science Department. Instituto Nacional de Astrofísica Óptica y Electrónica, México
2016/12/01 - 2017/05/31 Visiting Researcher Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
2015/03/01 - 2015/05/31 Research assistant at TECIP Istituto di Tecnologie della Comunicazione, dellInformazione e della Percezione. Lecturer of the course Computational Intelligence in Optical Networks (10 hours). Scuola Superiore Sant'Anna, Itália
2012/09/01 - 2013/08/01 Research assistant at DEIS-Department of electronics, computer sciences, and systems. Study on trunk reservation techniques to guarantee fairness in Flexible Optical Networks. Università degli Studi di Bologna, Itália
Projetos

Bolsa

Designação Financiadores
2023/04/01 - Atual NGS - New Generation Storage (BP12)
Investigador
Em curso
2022/03/01 - Atual (National) F4iTECH-Federated AI Platform for Industrial Technologies
Bolseiro de Investigação
ANI - P2020
Em curso
2022/03 - Atual (International) F4iTECH-Federated AI Platform for Industrial Technologies
Bolseiro de Investigação
CELTIC-NEXT
Em curso
2022 - Atual TradeRES - Tools for the Design and modelling of new markets and negotiation mechanisms for a ~100% Renewable European Power Systems
Investigador
Laboratório Nacional de Energia e Geologia, Portugal

Technische Universiteit Delft, Países Baixos

Teknologian tutkimuskeskus VTT Oy, Finlândia

TNO, Países Baixos

Imperial College of Science Technology and Medicine, Reino Unido

Deutsches Zentrum für Luft- und Raumfahrt eV, Alemanha

Smartwatt SA, Portugal

EnBW Energie Baden-Württemberg AG, Alemanha

BITYOGA AS, Noruega
Horizon 2020
Em curso
2022 - Atual Development of Optimization Methods to Support the Planning of Distribution Systems with Distributed Energy
CNPq/MCTI/FNDCT Nº 18/2021
still 409359/2021-1
Investigador
Universidade Estadual Paulista Júlio de Mesquita Filho, Brasil

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2021 - 2022 DESENVOLVIMENTO DE TÉCNICAS DE INTELIGÊNCIA ARTIFICIAL PARA A OTIMIZAÇÃO DE SISTEMAS DE DISTRIBUIÇÃO DE ENERGIA ELÉTRICA
CNPq/MCTI/FNDCT Nº18/2021
409359/2021-1
Investigador
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Universidade Estadual Paulista Júlio de Mesquita Filho - Câmpus de Ilha Solteira, Brasil
Fundação para a Ciência e a Tecnologia
Concluído
2019/09/13 - 2021/07/25 MAS-Society - Multi-Agent Systems SemantiC Interoperability for simulation and dEcision supporT in complex energY systems
Investigador
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Associação para a Inovação e Desenvolvimento da FCT
Concluído
2019/09/13 - 2021/06/30 DOMINOES - Smart Distribution Grid: a Market Driven Approach for the Next Generation of Advanced Operation Models and Services
Investigador
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal

Universidad de Sevilla, Espanha

EMPOWER IM OY, Finlândia

Virtual Power Solutions VPS, Portugal

LUT School of Engineering Science, Finlândia

University of Leicester, Reino Unido

EDP, Portugal

EDP Centre for New Energy Technologies, Portugal
Horizon 2020
Concluído
2019/09/13 - 2021/05/31 COLORS - COntextual LOad flexibility Remuneration Strategies
Investigador
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
Associação para a Inovação e Desenvolvimento da FCT
Concluído
2017/08 - 2019/09 SIMOCE - Intelligent system for monitoring and optimizaition of power consumption - Sistema inteligente para a monitorização e otimização do consumo energético
Bolseiro de Pós-Doutoramento
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
Agência Nacional de Inovação SA
Concluído
2017/08 - 2019/01 DREAM-GO Enabling demand response for short and real-time efficient and market-based smart grid operation. An intelligent and real-time simulation approach
Investigador
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
European Union
Concluído
2015/08 - 2017/07 CEMIE-Eolico- P12. Develop technology based on artificial intelligence and mechatronics (AI & M) to integrate a generation park of wind power into an intelligent network (smart grid).
Bolseiro de Pós-Doutoramento
Instituto Nacional de Astrofísica Óptica y Electrónica, México
Consejo Nacional de Ciencia y Tecnología
Concluído
2016/12 - 2017/05 NETEFFICITY - Virtual Power Networks Efficient Management
Investigador
Agência Nacional de Inovação SA
Concluído

Projeto

Designação Financiadores
2023/02 - Atual NETWORK FOR THE LARGE-SCALE INTEGRATION OF RENEWABLE ENERGIES IN ELECTRIC SYSTEMS
Investigador
Universidad de Jaén, Espanha
Em curso
2021/01/01 - 2025/12/31 Laboratório Associado de Sistemas Inteligentes
Universidade Nova de Lisboa Centro de Tecnologias e Sistemas, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal

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

Universidade do Minho, Portugal

Universidade do Porto Faculdade de Ciências, Portugal

Universidade do Porto Centro de Matemática, Portugal

Instituto Politécnico do Cávado e do Ave, Portugal

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

Universidade do Minho Instituto de Polímeros e Compósitos, Portugal

Universidade de Aveiro, Portugal

Universidade de Aveiro Instituto de Engenharia Eletrónica e Informática de Aveiro, Portugal

Universidade do Minho Centro ALGORITMI, Portugal

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

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

Universidade de Coimbra, Portugal

Universidade de Coimbra Centro de Informatica e Sistemas, Portugal

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

Universidade do Porto Faculdade de Engenharia, Portugal

Universidade NOVA de Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2021/01/01 - 2025/12/31 Intelligent Systems Associate Laboratory
LA/P/0104/2020
Universidade Nova de Lisboa Centro de Tecnologias e Sistemas, Portugal

Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal

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

Universidade do Minho, Portugal

Universidade do Porto Faculdade de Ciências, Portugal

Universidade do Porto Centro de Matemática, Portugal

Instituto Politécnico do Cávado e do Ave, Portugal

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

Universidade do Minho Instituto de Polímeros e Compósitos, Portugal

Universidade de Aveiro, Portugal

Universidade de Aveiro Instituto de Engenharia Eletrónica e Informática de Aveiro, Portugal

Universidade do Minho Centro ALGORITMI, Portugal

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

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

Universidade de Coimbra, Portugal

Universidade de Coimbra Centro de Informatica e Sistemas, Portugal

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

Universidade do Porto Faculdade de Engenharia, Portugal

Universidade NOVA de Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2024/01/01 - 2024/12 Honda Research Institute - R&D consultancy
GECAD-HRI_004
Investigador
Instituto Politécnico do Porto, Portugal
Em curso
2023/01/01 - 2023/12 Honda Research Institute - R&D consultancy
HRI-GECAD-003
Co-Investigador Responsável (Co-IR)
Honda Research Institute Europe GmbH, Alemanha
Honda Research Institute Europe GmbH
Concluído
2022/06/01 - 2022/11/30 Honda Research Institute - R&D consultancy
HRI-GECAD-002
Investigador responsável
Honda Research Institute Europe GmbH, Alemanha
Honda Research Institute Europe GmbH
Concluído
2021/12/01 - 2022/03/31 Honda Research Institute - R&D consultancy
HRI-GECAD-001
Investigador
Honda Research Institute Europe GmbH, Alemanha
Honda Research Institute Europe GmbH
Concluído
2019/01/01 - 2019/12/31 Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento
UID/EEA/00760/2019
Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal

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

Publicações

Artigo em conferência
  1. Lezama, Fernando; Almeida, José; Soares, João; Canizes, Bruno; Vale, Zita. "Insights into the 2022 WCCI-GECCO Competition: Statistical Analysis of Evolutionary Computation in the Energy Domain". Mexico city, 2023.
    Publicado • 10.1109/ssci52147.2023.10371963
  2. Lezama, Fernando; Almeida, José; Soares, Joao; Vale, Zita. "Explainergy: Towards Explainability of Metaheuristic Performance in the Energy Field". Mexico city, 2023.
    Publicado • 10.1109/ssci52147.2023.10371844
  3. José Almeida; Lezama, Fernando; João André Pinto Soares; Bruno Canizes; Fábio Castro; Gabriel Puerta; Leonardo Macedo; Vale, Zita; Ruben Romero. Autor correspondente: Bruno Canizes. "Hybrid-Adaptive Differential Evolution with Iterated Local Search for Long- Term Transmission Network Expansion Planning Optimization". Trabalho apresentado em 15th International Conference on Applied Energy (ICAE2023), Doha, 2023.
    Aceite para publicação
  4. José Almeida; Fernando Lezama; João Soares; Leonardo Macedo; Zita Vale; Ruben Romero. "Metaheuristic Optimization for Transmission Network Expansion Planning: Testebed 2 of the Competition on Evolutionary Computation in the Energy Domain". 2023.
    10.1145/3583133.3596347
  5. Luis Cordero; Brian Jaramillo-Leon; Jonatas Leite; John Franco; José Almeida; Fernando Lezama; João Soares. "Probabilistic-based Optimization for PV Hosting Capacity with Confidence Interval Restrictions". 2023.
    10.1145/3583133.3596351
  6. Luis Gomes; Bruno Ribeiro; Fernando Lezama; Zita Vale. "A Multi-Agent System Empowered by Federated Learning and Genetic Programming". 2023.
    10.1109/SIU59756.2023.10223778
  7. Lezama, Fernando; Faia, Ricardo; Faria, Pedro; Vale, Zita. "Analysing the Impact of Local Electricity Transactions with EV Penetration on the Electrical Grid". Trabalho apresentado em 2023 19th International Conference on the European Energy Market (EEM), 2023.
    Publicado • 10.1109/eem58374.2023.10161857
  8. Santos, Gabriel; Faia, Ricardo; Lezama, Fernando; Vale, Zita. "Multilevel Electricity Trading Simulation considering Energy Communities Participation". Trabalho apresentado em 2023 19th International Conference on the European Energy Market (EEM), 2023.
    Publicado • 10.1109/eem58374.2023.10161969
  9. Almeida, José; Barbarroxa, Rafael; Lezama, Fernando; Soares, Joao; Gomes, Luis; Oliveira, Francisco; Vale, Zita. "Meta-ERM: Metaheuristic Optimization Platform for Energy Resource Management in the Smart Grid". Santa Clara, CA, 2023.
    Publicado • 10.1109/cai54212.2023.00034
  10. Oliveira, Francisco; Lezama, Fernando; Gomes, Luis; Soares, João; Vale, Zita. "Risk assessment model based on centrifugal governors and artificial neural networks". Trabalho apresentado em 2023 IEEE Conference on Artificial Intelligence (CAI), Santa Clara, 2023.
    Publicado • 10.1109/cai54212.2023.00101
  11. Wenlei Bai; Fernando Lezama; Kwang Y. Lee. "Optimal Trading in Local Electricity Market Based on an Enhanced Evolutionary Algorithm with Distribution Estimation". Trabalho apresentado em IFAC 2023, 2023.
    10.1016/j.ifacol.2023.10.1598
  12. Foroozandeh, Zahra; Limmer, Steffen; Lezama, Fernando; Faia, Ricardo; Ramos, Sergio; Soares, Joao. "A MBNLP Method for Centralized Energy Pricing and Scheduling in Local Energy Community". La Paz, 2022.
    Publicado • 10.1109/ieeepesgtdlatinameri53482.2022.10038287
  13. Khojasteh, Meysam; Faria, Pedro; Lezama, Fernando; Vale, Zita. "Optimal Strategy of Energy Aggregators in the Energy and Regulation markets: Chance-Constrained Approach". Novi Sad, 2022.
    Publicado • 10.1109/isgt-europe54678.2022.9960348
  14. de São José, Débora; Lezama, Fernando; Faria, Pedro; Vale, Zita. "Use cases for contextual load flexibility remuneration strategies". Trabalho apresentado em ICEER 2022 - The 9th International Conference on Energy and Environment Research ¿Greening Energy to Shape a Sustainable Future¿, Porto, 2022.
    No prelo
  15. Lacerda, Eduardo; Lezama, Fernando; Soares, Joao; Canizes, Bruno; Vale, Zita. "Metaheuristic Optimization Solving Demand Response Contract Markets with Network Validation". Trabalho apresentado em IEEE Congress on Evolutionary Computation (CEC), Padua, 2022.
    Publicado • 10.1109/cec55065.2022.9870325
  16. Vieira, Miguel; Faia, Ricardo; Lezama, Fernando; Vale, Zita. "A Sensitivity Analysis of PSO Parameters Solving the P2P Electricity Market Problem". Trabalho apresentado em IEEE Congress on Evolutionary Computation (CEC), Padua, 2022.
    Publicado • 10.1109/cec55065.2022.9870290
  17. Almeida, José; Lezama, Fernando; Soares, João; Vale, Zita; Canizes, Bruno. "Preliminary results of advanced heuristic optimization in the risk-based energy scheduling competition". Trabalho apresentado em Genetic and Evolutionary Computation Conference (GECCO), 2022.
    Publicado • 10.1145/3520304.3535080
  18. Lezama, Fernando; Soares, Joao; Foroozandeh, Zahra; Vale, Zita; Lezama, Fernando; Faia, Ricardo. "Bidding in Local Electricity Markets Considering Community Storage Systems". Trabalho apresentado em IEEE International Conference on Environment and Electrical Engineering, Ljubljana, 2022.
    Publicado • 10.1109/eeeic/icpseurope54979.2022.9854566
  19. Bairrão, D. R.; Soares, J ou Soares, João; Bruno Canizes; Lezama, Fernando; Vale, Zita. "Retail Electricity Tariffs for Electric Vehicles in Europe: A Multivariate Analysis in 4 European Countries". Trabalho apresentado em 11th IFAC Symposium on Control of Power and Energy Systems CPES 2022, Online, 2022.
    Publicado • https://doi.org/10.1016/j.ifacol.2022.07.053
  20. de Lima, Tayenne Dias; Soares, Joao; Lezama, Fernando; Franco, John F.; Vale, Zita. "Eco-friendly Planning of DG units and EV Charging Stations in Electrical Distribution Systems: A Multi-Objective Mixed Integer Linear Programming Model". Trabalho apresentado em International Conference on Probabilistic Methods Applied to Power Systems (PMAPS), Manchester, 2022.
    Publicado • 10.1109/pmaps53380.2022.9810639
  21. Almeida, José; Soares, J ou Soares, João; Lezama, Fernando; Vale, Zita; Francois, Bruno. "Evolutionary Algorithms for Risk-based Energy Resource Management considering Conditional Value-at-Risk Analysis". Trabalho apresentado em 14th International Conference of the International Association for Mathematics and Computer in Simulation (Electrimacs 2022), Nancy, 2022.
  22. Lezama, Fernando; Soares, Joao; Canizes, Bruno; Vale, Zita. "A Statistical Analysis of Performance in the 2021 CEC-GECCO-PESGM Competition on Evolutionary Computation in the Energy Domain". Orlando, FL, 2021.
    Publicado • 10.1109/ssci50451.2021.9660117
  23. Almeida, Jose; Soares, Joao; Lezama, Fernando; Canizes, Bruno; Vale, Zita. "Evolutionary Algorithms applied to the Intraday Energy Resource Scheduling in the Context of Multiple Aggregators". Orlando, FL, 2021.
    Publicado • 10.1109/ssci50451.2021.9660005
  24. Soares, Joao; Lezama, Fernando; Trindade, Aldo; Ramos, Sergio; Canizes, Bruno; Vale, Zita. "Electric Vehicles Trips and Charging Simulator Considering the User Behaviour in a Smart City". Spoo, 2021.
    Publicado • 10.1109/isgteurope52324.2021.9640054
  25. Lezama, Fernando; Soares, Joao; Faia, Ricardo; Faria, Pedro; Vale, Zita. "Bidding in Local Energy Markets Considering Uncertainty from Renewables and Demand". Bari, 2021.
    Publicado • 10.1109/eeeic/icpseurope51590.2021.9584480
  26. Khojasteh, Meysam; Faria, Pedro; Lezama, Fernando; Vale, Zita. "Optimal Strategy of Energy Storage Aggregators in Ancillary Service Markets: Stochastic Programming Approach". Vaasa, 2021.
    10.1109/sest50973.2021.9543415
  27. Lacerda, Eduardo; Lezama, Fernando; Soares, Joao; Vale, Zita. Autor correspondente: Lezama, Fernando. "DSO Contract Market for Demand Response Using Evolutionary Computation". 2021.
    Publicado • 10.1109/cec45853.2021.9504987
  28. Almeida, Jose; Soares, Joao; Canizes, Bruno; Lezama, Fernando; Ghazvini Fotouhi, Mohammad Ali; Vale, Zita. "Evolutionary Algorithms for Energy Scheduling under uncertainty considering Multiple Aggregators". Krakow, 2021.
    Publicado • 10.1109/cec45853.2021.9504942
  29. Lezama, Fernando; Pinto, Tiago; Faia, Ricardo; Vale, Zita. "Exploiting flexibility of end-users at DSO-TSO levels acting in dynamic coalitions". Trabalho apresentado em IEEE PES General Meeting, 2020.
    No prelo
  30. Lezama, Fernando; Ricardo Faia; Pedro Faria; Zita Vale. "Large-scale optimization of households with photovoltaic-battery system and demand response". Trabalho apresentado em IFAC World Congress, 2020.
    No prelo
  31. Canizes, B.; Soares, J.; Lezama, F.; Vale, Z.. "Complex Large-Scale Energy Resource Management Optimization Considering Demand Flexibility". 2020.
    10.1109/CEC48606.2020.9185617
  32. Soares, J.; Lezama, F.; Vale, Z.; Brisset, S.; Francois, B.. "Safety Isolating Transformer Design using HyDE-DF algorithm". 2020.
    10.1109/CEC48606.2020.9185619
  33. Lezama, F.; Faia, R.; Soares, J.; Faria, P.; Vale, Z.. "Learning Bidding Strategies in Local Electricity Markets using Ant Colony optimization". 2020.
    10.1109/CEC48606.2020.9185520
  34. Faia, R.; Lezama, F.; Faria, P.; Vale, Z.. "Multi-Objective Energy Bill Optimization Considering Demand Response in a Residential House". 2020.
    10.1109/TD39804.2020.9299987
  35. Lezama, F.; Soares, J.; Faia, R.; Faria, P.; Vale, Z.. "Learning Bidding Strategies in Local Electricity Markets using a Nature-Inspired Algorithm". 2020.
    10.1109/EEM49802.2020.9221939
  36. Lezama, F.; Soares, J.; Faia, R.; Vale, Z.; Macedo, L.H.; Romero, R.. "Business models for flexibility of electric vehicles: Evolutionary computation for a successful implementation". 2019.
    10.1145/3319619.3326807
  37. Lezama, F.; Soares, J.; Faia, R.; Vale, Z.. "Hybrid-adaptive differential evolution with decay function (Hyde-DF) applied to the 100-digit challenge competition on single objective numerical optimization". 2019.
    10.1145/3319619.3326747
  38. Cembranel, S.S.; Lezama, F.; Soares, J.; Ramos, S.; Gomes, A.; Vale, Z.. "A Short Review on Data Mining Techniques for Electricity Customers Characterization". 2019.
    10.1109/GTDAsia.2019.8715891
  39. Joench, R.L.; Soares, J.; Lezama, F.; Ramos, S.; Gomes, A.; Vale, Z.. "A Short Review on Smart Building Energy Resource Optimization". 2019.
    10.1109/GTDAsia.2019.8715982
  40. Faia, R.; Lezama, F.; Faria, P.; Vale, Z.. "Differential Evolution Optimization for a Residential Demand Response Application". 2019.
    10.1109/ISAP48318.2019.9065955
  41. Lezama, F.; Soares, J.; Vale, Z.. "Optimal Bidding in Local Energy Markets using Evolutionary Computation". 2019.
    10.1109/ISAP48318.2019.9065976
  42. 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". Trabalho apresentado em Power Systems Computation Conference (PSCC), Dublin, 2018.
    Publicado • 10.23919/PSCC.2018.8442538
  43. Lezama, F.; Soares, J.; Faia, R.; Pinto, T.; Vale, Z.. "A New Hybrid-Adaptive Differential Evolution for a Smart Grid Application under Uncertainty". Trabalho apresentado em EEE Congress on Evolutionary Computation, Rio de Janeiro, 2018.
    Publicado • 10.1109/CEC.2018.8477808
  44. Faia, R.; Lezama, F.; Soares, J.; Vale, Z.; Pinto, T.; Corchado, J.M.. "Differential Evolution Aplication in Portfolio optimization for Electricity Markets". Trabalho apresentado em International Joint Conference on Neural Networks (IJCNN), Rio de Janeiro, 2018.
    Publicado • 10.1109/IJCNN.2018.8489117
  45. Sousa, T.; Lezama, F.; Soares, J.; Ramos, S.; Vale, Z.. "A Flexibility Home Energy Management System to Support Agreggator Requests in Smart Grids". Trabalho apresentado em IEEE Symposium Series on Computational Intelligence (SSCI), Bangalore, 2018.
    Publicado • 10.1109/SSCI.2018.8628918
  46. Faia, R.; Pinto, T.; Vale, Z.; Corchado, J.M.; Soares, J.; Lezama, F.; Corchado, J. M.; Lezama, Fernando. "Genetic Algorithms for Portfolio Optimization with Weighted Sum Approach". Trabalho apresentado em IEEE Symposium Series on Computational Intelligence (SSCI), Bangalore, 2018.
    Publicado • 10.1109/SSCI.2018.8628773
  47. Joao Soares; Zita Vale; Nuno Borges; Fernando Lezama; Nelson Kagan; Soares, J.; Vale, Z.; et al. "Multi-objective robust optimization to solve energy scheduling in buildings under uncertainty". Trabalho apresentado em International Conference on Intelligent System Application to Power Systems (ISAP), San Antonio, Texas, 2017.
    Publicado • 10.1109/isap.2017.8071417
  48. Fernando Lezama; Enrique Munoz de Cote; Luis Enrique Sucar; Joao Soares; Zita Vale; Lezama, F.; De Cote, E.M.; et al. "Evolutionary framework for multi-dimensional signaling method applied to energy dispatch problems in smart grids". Trabalho apresentado em International Conference on Intelligent System Application to Power Systems (ISAP), San Antonio, Texas, 2017.
    Publicado • 10.1109/isap.2017.8071418
  49. Soares, J.; Lezama, F.; Ramos, S.; Vale, Z.; Lopes, A.. "A residential energy management system with offline population-based optimization". Trabalho apresentado em IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, HI, 2017.
    Publicado • 10.1109/SSCI.2017.8285429
  50. Lezama, F.; Sucar, L.E.; De Cote, E.M.; Soares, J.; Vale, Z.. "Differential evolution strategies for large-scale energy resource management in smart grids". Trabalho apresentado em Genetic and Evolutionary Computation Conference (GECCO), Berlin, 2017.
    Publicado • 10.1145/3067695.3082478
  51. Lezama, F.; Rodríguez-González, A.Y.; De Cote, E.M.. "Load pattern clustering using differential evolution with Pareto Tournament". Trabalho apresentado em IEEE Congress on Evolutionary Computation (CEC), Vancouver, 2016.
    Publicado • 10.1109/CEC.2016.7743801
  52. Lezama, F.; Castanon, G.; Sarmiento, A.M.; Martins, I.B.. "Routing and spectrum allocation in flexgrid optical networks using differential evolution optimization". Trabalho apresentado em International Conference on Transparent Optical Networks (ICTON), Graz, 2014.
    Publicado • 10.1109/ICTON.2014.6876710
  53. Martins, I.B.; Castañón, G.; Lezama, F.; Aldaya, I.. "Impact of spectral width on signal transmission distance in elastic optical network". Trabalho apresentado em International Conference on Transparent Optical Networks (ICTON), Graz, 2014.
    Publicado • 10.1109/ICTON.2014.6876486
  54. Lezama, F.; Callegati, F.; Cerroni, W.; Bonani, L.H.. "Trunk reservation for elastic optical networks". Trabalho apresentado em International Conference on Transparent Optical Networks (ICTON), Cartajena, 2013.
    Publicado • 10.1109/ICTON.2013.6602813
  55. Lezama, F.; Castanon, G.; Sarmiento, A.M.. "Survivable Virtual Topology Mapping in IP-Over-WDM networks using differential evolution optimization". Trabalho apresentado em International Conference on Transparent Optical Networks (ICTON), Cartajena, 2013.
    Publicado • 10.1109/ICTON.2013.6603035
  56. Castañón, G.; Lezama, F.; Sarmiento, A.M.. "Wavelength converters placement in all optical networks using differential evolution optimization". Trabalho apresentado em IJCCI (ICEC), Valencia, 2010.
Artigo em revista
  1. Ricardo Faia; Fernando Lezama; João Soares; Tiago Pinto; Zita Vale. "Local electricity markets: A review on benefits, barriers, current trends and future perspectives". Renewable and Sustainable Energy Reviews (2024): https://doi.org/10.1016/j.rser.2023.114006.
    Publicado • 10.1016/j.rser.2023.114006
  2. Meysam Khojasteh; Pedro Faria; Fernando Lezama; Zita Vale. "A novel adaptive robust model for scheduling distributed energy resources in local electricity and flexibility markets". Applied Energy (2023): https://doi.org/10.1016/j.apenergy.2023.121144.
    10.1016/j.apenergy.2023.121144
  3. Almeida, José; Soares, Joao; Lezama, Fernando; Vale, Zita; Francois, Bruno. "Comparison of evolutionary algorithms for solving risk-based energy resource management considering conditional value-at-risk analysis". Mathematics and Computers in Simulation (2023): http://dx.doi.org/10.1016/j.matcom.2023.07.010.
    No prelo • 10.1016/j.matcom.2023.07.010
  4. Meysam Khojasteh; Pedro Faria; Fernando Lezama; Zita Vale. "A hierarchy model to use local resources by DSO and TSO in the balancing market". Energy (2023): https://doi.org/10.1016/j.energy.2022.126461.
    10.1016/j.energy.2022.126461
  5. Meysam Khojasteh; Pedro Faria; Fernando Lezama; Zita Vale. "A Robust Model for Portfolio Management of Microgrid Operator in the Balancing Market". Energies (2023): https://doi.org/10.3390/en16041700.
    10.3390/en16041700
  6. Tayenne Dias de Lima; João Soares; Fernando Lezama; John F. Franco; Zita Vale. "A Risk-Based Planning Approach for Sustainable Distribution Systems Considering EV Charging Stations and Carbon Taxes". IEEE Transactions on Sustainable Energy (2023): https://doi.org/10.1109/TSTE.2023.3261599.
    10.1109/TSTE.2023.3261599
  7. 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.
    Publicado • 10.35833/mpce.2022.000692
  8. Meysam Khojasteh; Pedro Faria; Fernando Lezama; Zita Vale. "Optimal strategy of electricity and natural gas aggregators in the energy and balance markets". Energy (2022): https://doi.org/10.1016/j.energy.2022.124753.
    10.1016/j.energy.2022.124753
  9. Ansel Y. Rodríguez-González; Fernando Lezama; Yoan Martínez-López; Julio Madera; Joao Soares; Zita Vale. "WCCI/GECCO 2020 Competition on Evolutionary Computation in the Energy Domain: An overview from the winner perspective". Applied Soft Computing (2022): https://doi.org/10.1016/j.asoc.2022.109162.
    10.1016/j.asoc.2022.109162
  10. Dharmesh Dabhi; Kartik Pandya; Joao Soares; Fernando Lezama; Zita Vale. "Cross Entropy Covariance Matrix Adaptation Evolution Strategy for Solving the Bi-Level Bidding Optimization Problem in Local Energy Markets". Energies (2022): https://doi.org/10.3390/en15134838.
    10.3390/en15134838
  11. Faia, Ricardo; Pinto, Tiago; Lezama, Fernando; Vale, Zita; Corchado, Juan Manuel; González-Briones, Alfonso; Faia, Ricardo; et al. "Prosumers Flexibility as Support for Ancillary Services in Low Voltage Level". ADCAIJ: Advances in Distributed Computing and Artificial Intelligence Journal 11 1 (2022): 65-80. http://dx.doi.org/10.14201/adcaij.27896.
    Publicado • 10.14201/adcaij.27896
  12. Jose Almeida; Joao Soares; Fernando Lezama; Zita Vale. "Robust Energy Resource Management Incorporating Risk Analysis Using Conditional Value-at-Risk". IEEE Access 10 (2022): 16063-16077. https://doi.org/10.1109/ACCESS.2022.3147501.
    10.1109/ACCESS.2022.3147501
  13. Tayenne D. De Lima; John F. Franco; Fernando Lezama; Joao Soares. "A Specialized Long-Term Distribution System Expansion Planning Method With the Integration of Distributed Energy Resources". IEEE Access (2022): 1-1. https://doi.org/10.1109/ACCESS.2022.3146799.
    10.1109/ACCESS.2022.3146799
  14. Lezama, Fernando; Soares, Joao; Faia, Ricardo; Vale, Zita; Kilkki, Olli; Repo, Sirpa; Segerstam, Jan. Autor correspondente: Lezama, Fernando. "Bidding in local electricity markets with cascading wholesale market integration". International Journal of Electrical Power & Energy Systems 131 (2021): 107045. http://dx.doi.org/10.1016/j.ijepes.2021.107045.
    10.1016/j.ijepes.2021.107045
  15. de Lima, Tayenne Dias; Franco, John F.; Lezama, Fernando; Soares, João; Vale, Zita. "Joint Optimal Allocation of Electric Vehicle Charging Stations and Renewable Energy Sources Including CO2 Emissions". Energy Informatics 4 S2 (2021): http://dx.doi.org/10.1186/s42162-021-00157-5.
    Publicado • 10.1186/s42162-021-00157-5
  16. Yoan Martínez-López; Ansel Y. Rodríguez-González; Julio Madera; Miguel Bethencourt Mayedo; Fernando Lezama. "Cellular estimation of distribution algorithm designed to solve the energy resource management problem under uncertainty". Engineering Applications of Artificial Intelligence (2021): https://doi.org/10.1016/j.engappai.2021.104231.
    10.1016/j.engappai.2021.104231
  17. Faria, Pedro; Lezama, Fernando; Vale, Zita; Khorram, Mahsa. Autor correspondente: Vale, Zita. "A methodology for energy key performance indicators analysis". Energy Informatics 4 1 (2021): http://dx.doi.org/10.1186/s42162-021-00140-0.
    Publicado • 10.1186/s42162-021-00140-0
  18. 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
  19. Lezama, F.; Martínez-Herrera, A.F.; Castañón, G.; Del-Valle-Soto, C.; Sarmiento, A.M.; de Cote, E.M.. "Solving routing and spectrum allocation problems in flexgrid optical networks using pre-computing strategies". Photonic Network Communications 41 1 (2021): 17-35. http://www.scopus.com/inward/record.url?eid=2-s2.0-85094918312&partnerID=MN8TOARS.
    10.1007/s11107-020-00918-4
  20. Steffen Limmer; Fernando Lezama; Joao Soares; Zita Vale. "Coordination of Home Appliances for Demand Response: An Improved Optimization Model and Approach". IEEE Access 9 (2021): 146183-146194. https://doi.org/10.1109/ACCESS.2021.3122928.
    10.1109/ACCESS.2021.3122928
  21. Fernando Lezama; Ricardo Faia; Pedro Faria; Zita Vale. "Demand Response of Residential Houses Equipped with PV-Battery Systems: An Application Study Using Evolutionary Algorithms". Energies 13 10 (2020): 2466-2466. https://doi.org/10.3390/en13102466.
    10.3390/en13102466
  22. Zahra Foroozandeh; Sérgio Ramos; João Soares; Fernando Lezama; Zita Vale; António Gomes; Rodrigo L. Joench. "A Mixed Binary Linear Programming Model for Optimal Energy Management of Smart Buildings". Energies 13 7 (2020): 1719-1719. https://doi.org/10.3390/en13071719.
    10.3390/en13071719
  23. Lezama, F.; Soares, J.; Canizes, B.; Vale, Z.. "Flexibility management model of home appliances to support DSO requests in smart grids". Sustainable Cities and Society 55 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85078879691&partnerID=MN8TOARS.
    10.1016/j.scs.2020.102048
  24. Omid Abrishambaf; Fernando Lezama; Pedro Faria; Zita Vale. "Towards transactive energy systems: An analysis on current trends". Energy Strategy Reviews 26 (2019): 100418-100418. https://doi.org/10.1016/j.esr.2019.100418.
    10.1016/j.esr.2019.100418
  25. Garcia-Guarin, Julian; Lezama, Fernando; Soares, João; Rivera, Sergio. "OPERATION SCHEDULING OF SMART GRIDS CONSIDERING STOCHASTIC UNCERTAINTY MODELLING". Far East Journal of Mathematical Sciences (FJMS) 115 1 (2019): 77-98. http://dx.doi.org/10.17654/ms115010077.
    Publicado • 10.17654/ms115010077
  26. Carolina Del-Valle-Soto; Carlos Mex-Perera; Ivan Aldaya; Fernando Lezama; Juan Arturo Nolazco-Flores; Raul Monroy. "New Detection Paradigms to Improve Wireless Sensor Network Performance under Jamming Attacks". Sensors 19 11 (2019): 2489-2489. https://doi.org/10.3390/s19112489.
    10.3390/s19112489
  27. Bruno Canizes; João Soares; Angelo Costa; Tiago Pinto; Fernando Lezama; Paulo Novais; Zita Vale. "Electric Vehicles’ User Charging Behaviour Simulator for a Smart City". Energies (2019): https://doi.org/10.3390/en12081470.
    10.3390/en12081470
  28. Canizes, B.; Soares, J.; Lezama, F.; Silva, C.; Vale, Z.; Corchado, J. M.. "Optimal expansion planning considering storage investment and seasonal effect of demand and renewable generation". Renewable Energy (2019): https://doi.org/10.1016/j.renene.2019.02.006.
    Publicado • 10.1016/j.renene.2019.02.006
  29. Rodríguez González, A.Y.; Palacios Alonso, M.; Lezama, F.; Rodríguez, L.; Muñoz de Cote, E.; Morales, E.F.; Enrique Sucar, L.; Crockett, D.D.. "A competitive and profitable multi-agent autonomous broker for energy markets". Sustainable Cities and Society 49 (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85065795945&partnerID=MN8TOARS.
    10.1016/j.scs.2019.101590
  30. Soares, João; Lezama, Fernando; Pinto, Tiago; Morais, Hugo. "Complex Optimization and Simulation in Power Systems". Complexity 2018 (2018): 1-3. http://dx.doi.org/10.1155/2018/6562876.
    Publicado • 10.1155/2018/6562876
  31. Soares, J.; Pinto, T.; Lezama, F.; Morais, H.. "Survey on Complex Optimization and Simulation for the New Power Systems Paradigm". Complexity (2018): https://doi.org/10.1155/2018/2340628.
    Publicado • 10.1155/2018/2340628
  32. Rodríguez-González, A.Y.; Lezama, F.; Iglesias-Alvarez, C.A.; Martínez-Trinidad, J.F.; Carrasco-Ochoa, J.A.; de Cote, E.M.. "Closed frequent similar pattern mining: Reducing the number of frequent similar patterns without information loss". Expert Systems with Applications 96 (2018): 271-283. http://www.scopus.com/inward/record.url?eid=2-s2.0-85038010492&partnerID=MN8TOARS.
    Publicado • 10.1016/j.eswa.2017.12.018
  33. Lezama, F.; Soares, J.; Vale, Z.; Rueda, J.; Rivera, S.; Elrich, I.. "2017 IEEE competition on modern heuristic optimizers for smart grid operation: Testbeds and results". Swarm and Evolutionary Computation 44 (2018): 420-427. http://www.scopus.com/inward/record.url?eid=2-s2.0-85048321127&partnerID=MN8TOARS.
    Publicado • 10.1016/j.swevo.2018.05.005
  34. Lezama, F.; Soares, J.; Hernandez-Leal, P.; Kaisers, M.; Pinto, T.; Vale, Z.. "Local Energy Markets: Paving the Path Towards Fully Transactive Energy Systems". IEEE Transactions on Power Systems (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85049928303&partnerID=MN8TOARS.
    Publicado • 10.1109/TPWRS.2018.2833959
  35. Lezama, F.; Palominos, J.; Rodríguez-González, A.Y.; Farinelli, A.; Munoz de Cote, E.. "Agent-Based Microgrid Scheduling: An ICT Perspective". Mobile Networks and Applications (2017): https://doi.org/10.1007%2Fs11036-017-0894-x.
    Publicado • 10.1007/s11036-017-0894-x
  36. Lezama, F.; Castañón, G.; Sarmiento, A.M.; Martins, I.B.. "Differential evolution optimization applied to the routing and spectrum allocation problem in flexgrid optical networks". Photonic Network Communications 31 1 (2016): 129-146. http://www.scopus.com/inward/record.url?eid=2-s2.0-84955347923&partnerID=MN8TOARS.
    10.1007/s11107-015-0558-3
  37. Lezama, F.; Castañón, G.; Sarmiento, A.M.; Callegati, F.; Cerroni, W.. "Survivable virtual topology mapping in IP-over-WDM networks using differential evolution optimization". Photonic Network Communications 28 3 (2014): 306-319. http://www.scopus.com/inward/record.url?eid=2-s2.0-84912037646&partnerID=MN8TOARS.
    Publicado • 10.1007/s11107-014-0455-1
  38. Callegati, F.; Bonani, L.H.; Lezama, F.; Cerroni, W.; Campi, A.; Castañón, G.. "Trunk reservation for fair utilization in flexible optical networks". IEEE Communications Letters 18 5 (2014): 889-892. http://www.scopus.com/inward/record.url?eid=2-s2.0-84901501158&partnerID=MN8TOARS.
    10.1109/LCOMM.2014.040214.140058
  39. Lezama, F.; Castañón, G.; Sarmiento, A.M.. "Routing and wavelength assignment in all optical networks using differential evolution optimization". Photonic Network Communications 26 2-3 (2013): 103-119. http://www.scopus.com/inward/record.url?eid=2-s2.0-84889097528&partnerID=MN8TOARS.
    Publicado • 10.1007/s11107-013-0413-3
  40. Lezama, F.; Castañón, G.; Sarmiento, A.M.. "Differential evolution optimization applied to the wavelength converters placement problem in all optical networks". Computer Networks 56 9 (2012): 2262-2275. http://www.scopus.com/inward/record.url?eid=2-s2.0-84861573159&partnerID=MN8TOARS.
    10.1016/j.comnet.2012.03.019
Capítulo de livro
  1. José Almeida; Fernando Lezama; João Soares; Zita Vale. "Illuminating Metaheuristic Performance Using Vortex MAP-Elites for Risk-Based Energy Resource Management". 2024.
    10.1007/978-3-031-48649-4_2
  2. José Almeida; Fernando Lezama; João Soares; Zita Vale. "Comparing Manual vs Automatic Tuning of Differential Evolution Strategies for Energy Resource Management Optimization". 2024.
    10.1007/978-3-031-48649-4_3
  3. Tayenne Dias de Lima; Cleberton Reiz; João Soares; Fernando Lezama; John F. Franco; Zita Vale. "Distributed Energy Resources and EV Charging Stations Expansion Planning for Grid-Connected Microgrids". 2024.
    10.1007/978-3-031-48652-4_3
  4. Rafael Barbarroxa; João Silva; Luis Gomes; Fernando Lezama; Bruno Ribeiro; Zita Vale. "FeDis: Federated Learning Framework Supported by Distributed Ledger". 2023.
    10.1007/978-3-031-45155-3_4
  5. Lezama, Fernando. "Data Mining and Analysis in Power and Energy Systems: An Introduction to Algorithms and Applications". In Intelligent Data Mining and Analysis in Power and Energy Systems: Models and Applications for Smarter Efficient Power Systems, 25-44. John Wiley & Sons, Inc., 2022.
    Publicado • https://doi.org/10.1002/9781119834052.ch2
  6. Faia, Ricardo; Pinto, Tiago; Lezama, Fernando; Vale, Zita; Corchado, Juan Manuel. Autor correspondente: Faia, Ricardo. "Optimisation for Coalitions Formation Considering the Fairness in Flexibility Market Participation". In E3S Web of Conferences, 00016-00016. 2021.
    Publicado • 10.1051/e3sconf/202123900016
  7. 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.
    Publicado • 10.1016/b978-0-12-820074-2.00023-x
  8. Faia, Ricardo; Lezama, Fernando; Corchado, Juan Manuel. "Local electricity markets—practical implementations". In Local Electricity Markets, 127-140. Elsevier, 2021.
    10.1016/b978-0-12-820074-2.00005-8
  9. 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
  10. Lezama, F.; Soares, J.; Vale, Z.. "A platform for testing the performance of metaheuristics solving the energy resource management problem in smart grids". In Energy Informatics. 2018.
    Publicado • 10.1186/s42162-018-0046-y
  11. Del-Valle-Soto, C.; Lezama, F.; Rodriguez, J.; Mex-Perera, C.; de Cote, E.M.. "CML-WSN: A configurable multi-layer wireless sensor network simulator". 2017.
    10.1007/978-3-319-49622-1_11
  12. Lezama, F.; Palominos, J.; Rodríguez-González, A.Y.; Farinelli, A.; de Cote, E.M.. "Optimal scheduling of On/Off cycles: A decentralized IoT-microgrid approach". 2017.
    10.1007/978-3-319-49622-1_10
  13. Lezama, Fernando; Rodríguez, Ansel Y.; de Cote, Enrique Muñoz; Sucar, Luis  Enrique. "Electrical Load Pattern Shape Clustering Using Ant Colony Optimization". In Applications of Evolutionary Computation, 491-506. Springer International Publishing, 2016.
    10.1007/978-3-319-31204-0_32
  14. Lezama, F.; Castañón, G.; Sarmiento, A.M.. "On the Impact of the Differential Evolution Parameters in the Solution of the Survivable Virtual Topology-Mapping Problem in IP-Over-WDM Networks". 2015.
    10.1016/B978-0-12-801538-4.00006-9
  15. Sarmiento, Ana Maria; Castañón, Gerardo; Lezama, Fernando. "Wavelength and Routing Assignment in All Optical Networks Using Ant Colony Optimization". In Intelligent Systems for Optical Networks Design, 217-234. IGI Global, 2013.
    10.4018/978-1-4666-3652-1.ch010
Edição de número de revista
  1. Lezama, Fernando; Soares, J ou Soares, João; Jhon Fredy Franco; Davide Fioriti. "Achieving Fairness in Energy Systems: Economic and Societal Perspectives". Frontiers in Energy Research (2023): https://www.frontiersin.org/research-topics/50436/achieving-fairness-in-energy-systems-economic-and-societal-perspectives.
    No prelo • Editor
  2. Soares, J ou Soares, João; Lezama, Fernando; Vale, Zita; Bruno Canizes. "Energy Transition: Decentralization, Electric Vehicles, and Local Energy Markets". Energies (2022): https://www.mdpi.com/journal/energies/special_issues/Energy_Transition_EV_Markets.
    No prelo • Co-editor
  3. Lezama, Fernando; Soares, J ou Soares, João; Vale, Zita; Rodemann, Tobias. "Computational Intelligence Applications in Smart Grid Optimization". Energies (2021): https://www.mdpi.com/journal/energies/special_issues/computational_intelligence_applications_smartGrid_optimization.
    No prelo • Editor
  4. Pinto, Tiago; Soares, J ou Soares, João; Lezama, Fernando. "Multi-Agent Energy Systems Simulation". Energies (2019): https://www.mdpi.com/journal/energies/special_issues/Multi_Agent_Energy_Systems.
    Publicado • Co-editor
  5. Soares, J ou Soares, João; Lezama, Fernando; Morais, Hugo; Pinto, Tiago; Soares, J.; Lezama, F.; Pinto, T.; Morais, H.. "Complex Optimization and Simulation in Power Systems". Complexity 2018 (2018): https://www.hindawi.com/journals/complexity/si/732523/.
    Publicado • 10.1155/2018/6562876 • Co-editor
Livro
  1. Lezama, Fernando; Vasundhara Mahajan; Anandita Chowdhury; Narayana Prasad Padhy. Sustainable Technology and Advanced Computing in Electrical Engineering. Springer. 2022.
    Publicado • Editor
Relatório
  1. de São José, Débora; Lezama, Fernando; Silva, Cátia; Khorram, Mahsa. 2019. D2.1 - A report regarding load flexibility markets organization, business models, and project use cases. CONFIDENTIAL - FCT.
Tese / Dissertação
  1. Lezama, Fernando. "Application of differential evolution algorithm to optimization problems in optical networks". Doutoramento, Instituto Tecnológico y de Estudios Superiores de Monterrey, 2014. https://hdl.handle.net/11285/638848.
  2. Lezama, Fernando. "Implementation of differential evolution algorithm to the wavelength converters placement problem in a multichannel optical network.". Mestrado, Instituto Tecnológico y de Estudios Superiores de Monterrey, 2011. https://repositorio.tec.mx/handle/11285/570664.

Outros

Conjunto de dados
  1. Lezama, Fernando; Soares, J ou Soares, João; Canizes, Bruno; Vale, Zita. Dataset of Flexibility of appliances to support DSO. https://github.com/fernandolezama/Flexibility-of-appliances-to-support-DSO-in-SG-SCS2019.
  2. Lezama, Fernando; Soares, J ou Soares, João; Vale, Zita. 100-Digit-Challenge - HyDE-DF algorithm - 93 Digits. https://github.com/fernandolezama/100-Digit-HyDEDF-93Digits, July 2019..
  3. Fernando Lezama. Data of Bidding-in-Local-Electricity-Markets-with-Cascading-Wholesale-Market-Integration. https://github.com/fernandolezama/Bidding-in-Local-Electricity-Markets-with-Cascading-Wholesale-Mark.
  4. Almeida, José; Soares, J ou Soares, João; Lezama, Fernando; Ali, Haider; Francois, Bruno; Razi, Reza; Corchado, Juan M.. Energy community AEV charging station and household data considering PV generation and battery integration. https://zenodo.org/records/10632004. 2024.
  5. Lezama, Fernando; Soares, J ou Soares, João; Almeida, José; Canizes, Bruno; Vale, Zita; Leonardo, H. Macedo; Puerta, Gabriel; Romero, Ruben. 2023 Competition on Evolutionary Computation in the Energy Domain: Operation and Planning Applications. http://www.gecad.isep.ipp.pt/ERM-competitions/2023-2/. 2023.
  6. Soares, J ou Soares, João; Lezama, Fernando; Almeida, José; Canizes, Bruno; Vale, Zita. 2022 Competition on Evolutionary Computation in the Energy Domain: Risk-based Energy Scheduling. http://www.gecad.isep.ipp.pt/ERM-competitions/2022-2/. 2022.
  7. de Lima, Tayenne Dias; Franco, John ; Lezama, Fernando; Soares, J ou Soares, João; Vale, Zita; Franco, John F.; Lezama, Fernando; Soares, João; Vale, Zita. Joint optimal Allocation of Electric Vehicle Charging Stations and Renewable Energy Sources including CO2 emissions: Study data. https://zenodo.org/record/4758354#.YJ5UUqlKgqx. 2021.
    10.5281/zenodo.4758354
  8. Lezama, Fernando; Soares, J ou Soares, João; Bruno Canizes; Vale, Zita; Romero, Rubén. 2021 Competition on Evolutionary Computation in the Energy Domain: Smart Grid Application. https://zenodo.org/record/4560224#.YDZyIhOeSF0. 2021.
    10.5281/zenodo.4560224
  9. Soares, J ou Soares, João; Lezama, Fernando; Vale, Zita; Canizes, Bruno. 2020 Competition on Evolutionary Computation in the Energy Domain: Smart Grid Application. https://dx.doi.org/10.21227/sk62-9q40. 2020.
    10.21227/sk62-9q40
  10. Lezama, Fernando; Soares, J ou Soares, João; Vale, Zita; Jose Rueda; Markus Wagner. 2019 Competition on Evolutionary Computation in Uncertain Environments: A Smart Grid Application. http://www.gecad.isep.ipp.pt/ERM2019-Competition/. 2019.
  11. Lezama, Fernando; Joao Soares; Vale, Zita; Jose Rueda. 2018 Competition on Evolutionary Computation in Uncertain Environments: A Smart Grid Application. http://www.gecad.isep.ipp.pt/WCCI2018-SG-COMPETITION/. 2018.
  12. Vale, Zita; Soares, J ou Soares, João; Lezama, Fernando. 2017 Competition & panel: Evaluating the Performance of Modern Heuristic Optimizers on Smart Grid Operation Problems, Test bed 2: Optimal scheduling of distributed energy resources. http://www.gecad.isep.ipp.pt/ERM-competitions/2017-2/. 2017.
Atividades

Apresentação oral de trabalho

Título da apresentação Nome do evento
Anfitrião (Local do evento)
2023/11/24 Métodos de otimização não exatos e metaheuristicas em sistemas de energia SENERG Semana de Engenharia da Energia: FEC Unesp – Câmpus Rosana
UNESP - Universidade Estadual Paulista (Rosana, Brasil)
2023/11/21 Enhancing Metaheuristic Performance Transparency in the Energy Domain: The Explainergy Approach Workshop: Inteligência Artificial e Otimização Aplicadas a Recursos Energéticos Distribuídos: Pesquisas no LaPSEE e GECAD
UNESP - Universidade Estadual Paulista (Ilha Solteira, Brasil)
2023/04/27 Strategic bidding in local electricity markets P.PORTO/MOBILIDADE/ERASMUS+
JUNIA Grande École d'ingénieurs (Lille, França)
2022/12/21 Bidding in Local Electricity Markets Considering Grid Constraints Advanced training session in Infrastructure and Energy Management Models for Citizen Energy Communities Operation (RETINA project)
Instituto Superior de Engenheria do Porto (Porto, Portugal)
2022/10/12 Optimal Strategy of Energy Aggregators in the Energy and Regulation markets: Chance-Constrained Approach 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)
IEEE (Novi Sad, Sérvia)
2022/09/26 Metaheuristics Solving Applications in the Energy Domain: When and Where? Short Term Training Program on Sustainable Development and Recent Advances in Electrical Engineering
Sardar Vallabhbhai National Institute of Technology (online, Índia)
2022/09/13 Aplicacion de inteligencia computacional en smart grids Segundo Congreso Internacional de las Academias
Tecnologico Nacional de Mexico (Minatitlan, México)
2022/07/22 Selected Applications of Metaheuristic Optimization in Energy Workshop Otimização de Modernos Sistemas de Energia: Pesquisas no LaPSEE e GECAD
UNESP - Universidade Estadual Paulista (Ilha Solteira, Brasil)
2022/04/01 Transactive energy applications ADVANCED TRAINING SESSION IN TRANSACTIVE ENERGY (RETINA project)
Instituto Politecnico do Porto (Porto, Portugal)
2021/12/10 Bidding Strategies in Local Energy Markets CENERGETIC/BeNeFICE Workshop
Institute Polytechnic of Porto (Porto, Portugal)
2021/11/12 Computational intelligence applications in smart grid optimization ICSTACE - International Conference on Sustainable Technology and Advanced Computing in Electrical Engineering
Sardar Vallabhbhai National Institute of Technology (SVNIT) Surat, Gujarat (Índia)
2021/03/11 Smart grid and optimization TEQIP III Short Term Training Program (STTP) in virtual/online mode On “Sustainable Development and Recent Advances in Electrical Engineering (SDRAEE)”
Sardar Vallabhbhai National Institute of Technology (SVNIT) Surat, Gujarat – 395007, INDIA. (Online mode, Índia)
2020/10/03 Applications of computational intelligence in the energy field II Workshop sobre Pesquisas em Veículos Elétricos (research in electric vehicles)
UNESP (Brasil)
2020/01/17 HyDE-DE: a new evolutionary algorithm for optimization in smart grids First Luso-Brazilian CENERGETIC Workshop
Insituto Politecnico de Porto (Porto, Portugal)
2018/11/26 Computational intelligence for energy resource management in smart grids Visit of GECAD researchers at Honda Research Institute Europe
Honda Research Institute Europe (Offenbach, Alemanha)
2018/01/23 Smart Grid and Market Player Models 3RD DREAM-GO WORKSHOP: INTELLIGENT LOAD MANAGEMENT IN LOCAL AND WHOLESALE DEMAND RESPONSE MARKETS
Insituto Politecnico de Porto (Porto, Portugal)
2017/07 Differential Evolution Strategies for Large-Scale Energy Resource Management in Smart Grids Workshop on Evolutionary Algorithms for Smart Grids (SmartEA) at GECCO
ACM (Berlin, Alemanha)
2017 Optimal Scheduling of On/Off Cycles: A Decentralized IoT-Microgrid Approach Applications for Future Internet
Springer (Puebla, México)
2017 CML-WSN: A Configurable Multi-layer Wireless Sensor Network Simulator Applications for Future Internet
Springer (Puebla, México)
2016/07 Load Pattern Clustering using Differential Evolution with Pareto Tournament Congress on Evolutionary Computation (WCCI IEEE-CEC)
IEEE (Vancouver, Canadá)
2014/10 Routing and spectrum allocation in flexgrid optical networks using ant colony optimization XVII Latin-Iberian-American Conference on Operations Research (CLAIO)
(Monterrey, México)
2013/06 Trunk reservation for elastic optical networks International Conference on Transparent Optical Networks (ICTON)
IEEE (Cartagena, Portugal)
2013/06 Survivable virtual topology mapping in IP-over-WDM networks using differential evolution optimization International Conference on Transparent Optical Networks (ICTON)
IEEE (Cartagena, Espanha)

Orientação

Título / Tema
Papel desempenhado
Curso (Tipo)
Instituição / Organização
2023 - Atual CONFIGURAÇÃO AUTOMÁTICA DE METAHEURÍSTICAS PARA SOLUÇÃO EM UMA VARIEDADE DE PROBLEMAS NO DOMÍNIO DA ENERGIA
Orientador
Mestrado em Engenharia Eletrotécnica – Sistemas Elétricos de Energia (Mestrado)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2023 - Atual OPERAÇÃO DE REDES DE DISTRIBUIÇÃO DE MÉDIA TENSÃO NUM CONTEXTO DE SMART GRID
Coorientador
Mestrado em Engenharia Eletrotécnica – Sistemas Elétricos de Energia (Mestrado)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - Atual Local electricity markets considering flexible resources
Orientador
Master in Electrical and Computer Engineering (Mestrado)
Instituto Politécnico do Porto, Portugal
2021 - Atual Mercados Energia: agregadores comercializadores
Coorientador
Master in Electrical and Computer Engineering (Mestrado)
Instituto Politécnico do Porto, Portugal
2021 - Atual Optimização descentralizada de comercializadores/agregadores de veículos elétricos em ambiente de mercado competitivo
Coorientador
Master in Electrical and Computer Engineering (Mestrado)
Instituto Politécnico do Porto, Portugal
2022 - 2022 BIDDING IN LOCAL ENERGY MARKETS CONSIDERING UNCERTAINTY FROM RENEWABLES AND DEMAND
Orientador
Licenciatura em Engenharia Eletrotécnica e de Computadores (Licenciatura/Bacharelato)
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021 - 2021 STUDY AND ANALYSIS OF THE USE OF FLEXIBILITY IN LOCAL ELECTRICITY MARKETS
Orientador
Master in Electrical and Computer Engineering (Mestrado)
Instituto Politécnico do Porto, Portugal
2021 - 2021 Negociação de Trocas de Energia Dentro de Uma Comunidade
Coorientador
Licenciatura em Engenharia Eletrotécnica e de Computadores (Licenciatura/Bacharelato)
Instituto Politécnico do Porto, Portugal
2021 - 2021 Avaliação de Desempenho de Estratégias de Uso e Transação de Energia Elétrica Produzida com Base em Fontes Primárias Renováveis
Coorientador
Licenciatura em Engenharia Eletrotécnica e de Computadores (Licenciatura/Bacharelato)
Instituto Politécnico do Porto, Portugal
2020 - 2020 Negociação de trocas de energia numa comunidade de consumidores residenciais
Coorientador
Licenciatura em Engenharia Eletrotécnica e de Computadores (Licenciatura/Bacharelato)
Instituto Politécnico do Porto, Portugal
2020 - 2020 NEGOCIAÇÃO DE TROCAS DE ENERGIA NUMA COMUNIDADE DE ESCRITÓRIOS
Orientador
Licenciatura em Engenharia Eletrotécnica e de Computadores (Licenciatura/Bacharelato)
Instituto Politécnico do Porto, Portugal
2020 - 2020 Otimização de recursos energéticos na utilização de baterias de segunda vida de veículos elétricos
Coorientador
Master in Electrical and Computer Engineering (Mestrado)
Instituto Politécnico do Porto, Portugal
2018 - 2019 Data mining techniques for the characterization of typical load profiles
Coorientador
Master in Electrical and Computer Engineering (Mestrado)
Instituto Politécnico do Porto, Portugal
2018 - 2018 Flexibility management model of home appliances to support DSO request in Smart Grids
Coorientador
Master in Electrical and Computer Engineering (Mestrado)
Instituto Politécnico do Porto, Portugal
2018 - 2018 Charging simulator for electric vehicles
Coorientador
Mestrado em Engenharia Eletrotécnica – Sistemas Elétricos de Energia (Mestrado)
Instituto Politécnico do Porto, Portugal
2014 - 2016 Decentralized scheme for the scheduling of on / off cycles in a set of micro generators
Coorientador
Master in Computer Sciences (Mestrado)
Instituto Nacional de Astrofísica Óptica y Electrónica, México

Organização de evento

Nome do evento
Tipo de evento (Tipo de participação)
Instituição / Organização
2024/01 - Atual IEEE CEC 2024 /GECCO 2024- Competition on Evolutionary Computation in the Energy Domain: Optimal PV System Allocation (2024/01)
Outro (Membro da Comissão Organizadora)
IEEE CIS Task Force 3 on Computational Intelligence in the Energy Domain, Estados Unidos
2023/06 - Atual CAI 2023 VERTICAL - AI FOR ENERGY IEEE Conference on Artificial Intelligence: AI in load forecasting, price elasticity, smart grid maintenance and management, dynamic load balancing, green and renewable sources of energy, network and infrastructure security, distribution and decision making, including both local and global energy markets. (2023/06/05)
Outro (Membro da Comissão Organizadora)
IEEE, Estados Unidos
2023/03 - Atual SSCI 2023 - special session on Computational Intelligence in Power and Energy Systems (CIPES) (2023/12/05)
Outro (Membro da Comissão Organizadora)
IEEE CIS Task Force 3 on Computational Intelligence in the Energy Domain, Estados Unidos
2023 - Atual GECCO - CEC 2023 Competition on Evolutionary Computation in the Energy Domain: Operation and Planning Applications (2023/01)
Outro (Membro da Comissão Organizadora)
IEEE CIS Task Force 3 on Computational Intelligence in the Energy Domain, Estados Unidos
2024/01 - 2024/07/05 Special Session CEC - Computational Intelligence for Control and Optimization of Complex Energy Systems 2024 (2024/01/01)
Outro (Membro da Comissão Organizadora)
IEEE CIS Task Force 3 on Computational Intelligence in the Energy Domain, Estados Unidos
2023/12/05 - 2023/12/08 Special Session Computational Intelligence in Power and Energy Systems (CIPES) at the IEEE Symposium Series on Computational Intelligence 2023 (2023/12/05 - 2023/12/08)
Simpósio (Membro da Comissão Organizadora)
IEEE CIS Task Force 3 on Computational Intelligence in the Energy Domain, Estados Unidos
2023/07 - 2023/07 CEC - 2023 special session CEC - Evolutionary Algorithms for Complex Optimization in the Energy Domain (2023/01)
Outro (Membro da Comissão Organizadora)
IEEE, Estados Unidos
2022 - 2022 WCCI 2022 - Special Session on CEC-20 Evolutionary Algorithms for Complex Optimization in the Energy Domain (2022/07/18 - 2022/07/23)
Outro (Membro da Comissão Organizadora)
IEEE CIS Task Force 3 on Computational Intelligence in the Energy Domain, Estados Unidos
2021/10/13 - 2021/10/16 Special Session on Computational intelligence for power system networks and smart grid in the Annual Conference of the IEEE Industrial Electronics Society (IECON 2021) (2021/10)
Outro (Membro da Comissão Organizadora)
IEEE Industrial Electronics Society, Estados Unidos
2021/07 - 2021/07 IEEE-CEC 2021 Special Session Evolutionary Algorithms for Complex Optimization in the Energy Domain (2021/07)
Outro (Membro da Comissão Organizadora)
Instituto Politécnico do Porto, Portugal

IEEE CIS Task Force 3 on Computational Intelligence in the Energy Domain, Estados Unidos
2021 - 2021/07 IEEE-CEC & GECCO 2022 Competition Evolutionary Computation in Uncertain Environments: Smart Grid Applications (2021/12)
Outro (Membro da Comissão Organizadora)
IEEE CIS Task Force 3 on Computational Intelligence in the Energy Domain, Estados Unidos
2020/07 - 2021/07 IEEE-CEC & GECCO 2021 Competition Evolutionary Computation in Uncertain Environments: Smart Grid Applications (2021/07 - 2021/07)
Outro (Coorganizador)
Instituto Politécnico do Porto, Portugal

IEEE CIS Task Force 3 on Computational Intelligence in the Energy Domain, Estados Unidos
2020/01 - 2020/07 WCCI 2020 - Competition on Evolutionary Computation in the Energy Domain: Smart Grid Applications (2020/01)
Oficina (workshop) (Membro da Comissão Organizadora)
IEEE CIS Task Force 3 on Computational Intelligence in the Energy Domain, Estados Unidos

Instituto Politécnico do Porto Grupo de Investigação em Engenharia e Computação Inteligente para a Inovação e o Desenvolvimento, Portugal
2020/01 - 2020/07 WCCI 2020 - Special Session on CEC-26 Evolutionary Algorithms for Complex Optimization in the Energy Domain (2020/07/19)
Outro (Membro da Comissão Organizadora)
IEEE CIS Task Force 3 on Computational Intelligence in the Energy Domain, Estados Unidos

Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2019/01 - 2019/07 Competition on Evolutionary Computation in Uncertain Environments: A Smart Grid Application at IEEE Congress on Evolutionary Computation - CEC - and The Genetic and Evolutionary Computation Conference -GECCO - 2019 (2019)
Outro (Membro da Comissão Organizadora)
IEEE CIS Task Force 3 on Computational Intelligence in the Energy Domain, Estados Unidos
2019/01 - 2019/07 Special Session on Evolutionary Algorithms For Complex Optimization in the Energy Domain at Congress on Evolutionary Computation – CEC 2019 (2019)
Conferência (Membro da Comissão Organizadora)
Instituto Politécnico do Porto, Portugal
2019 - 2019 2nd Workshop on Evolutionary Algorithms for Smart Grids (SmartEA) at The Genetic and Evolutionary Computation Conference - GECCO 2019 (2019)
Oficina (workshop) (Membro da Comissão Organizadora)
Instituto Politécnico do Porto, Portugal
2018/01 - 2018/07 Competition on Evolutionary Computation in Uncertain Environments: A Smart Grid Application at IEEE World Congress on Computational Intelligence 2018 - WCCI2018 (2018)
Outro (Membro da Comissão Organizadora)
IEEE CIS Task Force 3 on Computational Intelligence in the Energy Domain, Estados Unidos
2018 - 2018 Special Session on Evolutionary Computation for Complex Optimization in the Energy Domain at IEEE World Congress on Computational Intelligence 2018 (2018)
Congresso (Membro da Comissão Organizadora)
Instituto Politécnico do Porto, Portugal
2017/01 - 2017/07 Competition on modern heuristic optimizers for smart grid operation - test bed 2 Optimal scheduling of distributed energy resources at IEEE PES General Meeting 2017 (2017)
Outro (Coorganizador)
IEEE PES Working Group on Modern Heuristic Optimization (WGMHO), Estados Unidos

Participação em evento

Descrição da atividade
Tipo de evento
Nome do evento
Instituição / Organização
2019/11 - 2019/11 Workshop Training for the researchers and entrepreneurs in the field of energy
Oficina (workshop)
Workshop Training for the researchers and entrepreneurs in the field of energy
rede C-Energy, Portugal
2019/11 - 2019/11 Third edition of the Digitising European Industry Stakeholder Forum
Exposição
Third edition of the Digitising European Industry Stakeholder Forum
Instituto Politécnico do Porto, Portugal
2019/04/09 - 2019/04/10 DOMINOES 3rd General Assembly
Encontro
DOMINOES 3rd General Assembly
Instituto Politécnico do Porto, Portugal
2019/01 - 2019/01 DREAM-GO final workshop
Oficina (workshop)
DREAM-GO final workshop
Instituto Politécnico do Porto, Portugal
2018/11 - 2018/11 Attending European Forum for Electronic Components and Systems attendance (EFECS)
Conferência
European Forum for Electronic Components and Systems attendance (EFECS)
Instituto Politécnico do Porto, Portugal
2018/03 - 2018/04 DREAM-GO stay research at DISCOVERGY
Outro
DREAM-GO stay research at DISCOVERGY
Instituto Politécnico do Porto, Portugal

DISCOVERGY, Alemanha
2016/12 - 2017/05 INAOE collaborative stay research at GECAD
Outro
Research stay
Instituto Politécnico do Porto, Portugal

National Instituto of Astrophysics, Optics, and Electronics, México
2017/03 - 2017/03 DREAM-GO project meeting
Encontro
DREAM-GO project meeting
Universidad de Salamanca, Espanha
2016 - 2016 Co-chair of a session at WCCI 2016
Congresso
2016 World Congress on Computational Intelligence

Arbitragem científica em conferência

Nome da conferência Local da conferência
2024/01 - 2024/11/22 16th International Conference on Evolutionary Computation Theory and Applications - ECTA 2024
2024 - 2024/10/25 4th Energy Informatics Academy Conference (EI.A 2024)
2024 - 2024/07/05 The IEEE World Congress on Computational Intelligence (WCCI) - Congress on Evolutionary Computation (CEC) 2024
2024 - 2024/06/27 IEEE Mediterranean Electrotechnical Conference (MELECON) 2024
2023/05 - 2023/11 15th International Conference on Evolutionary Computation Theory and Applications - ECTA 2023
2022 - 2022 COMIA - Congreso Mexicano de Inteligencia Artificial 2022
2022 - 2022 Workshop on Multi-agent based Applications for Modern Energy Markets, Smart Grids and Future Power Systems (MASGES) International Conference on Practical Applications of Agents and Multi-Agent Systems
2021 - 2021 AIPES Workshop on Artificial Intelligence in Power and Energy Systems European Conference on Artificial Intelligence (EPIA 2021)
2021 - 2021 COMIA - Congreso Mexicano de Inteligencia Artificial 2021
2021 - 2021 Workshop on Multi-agent based Applications for Modern Energy Markets, Smart Grids and Future Power Systems (MASGES) International Conference on Practical Applications of Agents and Multi-Agent Systems
2020 - 2020 Mexican Congress of Artificial Intelligence (COMIA 2020)
2020 - 2020 Workshop on Artificial Intelligence in Power and Energy Systems European Conference on Artificial Intelligence (EPIA 2020)
2019 - 2019 2019 International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS)
2019 - 2019 International Workshop on Multi-agent Based Applications for Smart Grids and Sustainable Energy Systems (MASGES 2019) Practical Applications of Agents and Multi-Agent Systems (PAAMS 2019)
2019 - 2019 Mexican Congress of Artificial Intelligence (COMIA 2019)
2019 - 2019 The Genetic and Evolutionary Computation Conference (GECCO 2019)
2018 - 2018 2018 Mexican International Conference on Artificial Intelligence (MICAI) IEEE
2017 - 2017 2017 International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS)
2017 - 2017 2017 Sixteenth Mexican International Conference on Artificial Intelligence (MICAI) IEEE
2016 - 2016 Mexican Conference on Pattern Recognition (MCPR 2016)

Curso / Disciplina lecionado

Disciplina Curso (Tipo) Instituição / Organização
2023/11/16 - 2023/11/17 Métodos de Pesquisa Não Exactos com Aplicações em Sistemas de Energia (Postgraduate Certificate) Universidade Estadual Paulista Júlio de Mesquita Filho - Câmpus de Ilha Solteira, Brasil
2023/02 - 2023/05 Mobilidade Elétrica (MOBIE) Engenharia Electrotécnica - Sistemas Eléctricos de Energia (Mestrado) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/12/07 - 2022/12/07 Sessão técnica - Smart Grids Optimization and the use of Metaheuristics Engenharia Electrotécnica - Sistemas Eléctricos de Energia (Mestrado) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2022/07/26 - 2022/07/28 Metaheuristic Optimization in Energy and the use of META-ERM PhD Universidade Estadual Paulista Júlio de Mesquita Filho - Câmpus de Ilha Solteira, Brasil
2022/02 - 2022/05 Mobilidade Elétrica (MOBIE) Engenharia Electrotécnica - Sistemas Eléctricos de Energia (Mestrado) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2021/03 - 2021/05 Mobilidade Elétrica (MOBIE) Engenharia Electrotécnica - Sistemas Eléctricos de Energia (Mestrado) Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020/07 - 2020/07 Handling specific heuristics and adaptations of complex optimization program in the context of smart grids, in the Online Training Course on Machine Learning, Agent-based Systems, and Optimization in Power and Energy (Outros) Instituto Politécnico do Porto, Portugal
2015/03 - 2015/04 Computational intelligence in optical networks (Dottorato di Ricerca) Scuola Superiore Sant’anna, Itália

Expedição científica

Descrição da atividade Instituição / Organização
2023/04/27 - 2023/04/28 Staff Mobility For Training - Erasmus + at JUNIA Grande École d'ingénieur - Lille - France; Attendance: Workshop for university leaders: First steps to implement SDG's on your campus; Presentation: Strategic bidding in local electricity markets Junia Grande École d'Ingénieurs, França

Membro de associação

Nome da associação Tipo de participação
2022/05 - Atual Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal Associate Editor for Smart Grids Frontiers in Energy Research
2022 - Atual IEEE CIS Task Force on Computational Intelligence in the Energy Domain - Co-Chair Co-chair
2019 - Atual IEEE Power & Energy Society (PES) Member
2017 - Atual IEEE CIS Task Force on 'Computational Intelligence in the Energy Domain' Member
2016/03/01 - Atual IEEE Smart Grid Community
2016/03 - Atual Internet of Things Community, IEEE Member
2016 - Atual IEEE Computational intelligence society (CIS) Member
2014/01/01 - Atual IEEE Young Professionals Member
2012 - Atual IEEE Member
2019 - 2022 IEEE CIS Task Force on Computational Intelligence in the Energy Domain - Chair Chair
2018 - 2019 IEEE CIS Task Force on Computational Intelligence in the Energy Domain - Co-chair Co-chair

Membro de comissão

Descrição da atividade
Tipo de participação
Instituição / Organização
2024/01 - Atual Associate Editor of Artificial Intelligence Review, An International Science and Engineering Journal, Springer
Outro
Springer Nature Group, Alemanha

Tutoria

Tópico Nome do aluno
2023/03 - 2024/02 Otimização de sistemas de distribuição de energia elétrica no contexto de redes inteligentes Gabriel Figueiredo Puerta
2021/09/01 - 2022/08/31 Planejamento integrado da expansão sistemas de distribuição de energia elétrica e postos de recarga de veículos elétricos Tayenne Dias de Lima
2021/09/01 - 2022/08/31 Development of control methods based on probabilistic optimal power flow for the integration of distributed energy resources Luis Gustavo Cordero Bautista
Distinções

Prémio

2023 Reconhecimento da Excelência Científica do Programa de Apoio á Publicação em Revistas Científicas de Elevada Qualidade- PAPRE 2023
Instituto Politécnico do Porto Instituto Superior de Engenharia do Porto, Portugal
2020 Best paper award 3rd place
International Conference on the European Energy Market (EEM), Stockholm, Swedem, September 2020, Suécia
2015 MAPNET Erasmus Mundus scholarship
Scuola Superiore Sant'Anna, Itália
2011 Graduated with honors Master of Science in Electronic Engineering
Monterrey Institute of Technology and Higher Education (ITESM), México

Título

2023 IEEE Senior Member
IEEE, Estados Unidos
2022 National Research Fellow of Mexico (Nivel 1)
Consejo Nacional de Ciencia y Tecnología, México
2018 National Research Fellow of Mexico (Nivel 1)
Consejo Nacional de Ciencia y Tecnología, México
2016 National research fellow of Mexico (Nivel C)
Consejo Nacional de Ciencia y Tecnología, México