Identification
Personal identification
- Full name
- Jérôme Mendes
Citation names
- Mendes, Jérôme
Author identifiers
- Ciência ID
- 9A13-37A9-1269
- ORCID iD
- 0000-0003-4616-3473
- Google Scholar ID
- heExbVsAAAAJ&hl
Email addresses
- jermendes@isr.uc.pt (Professional)
- jerome.mendes@uc.pt (Professional)
Knowledge fields
- Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Automation and Control Systems
Education
Degree | Classification | |
---|---|---|
2009/10/01 - 2014/10/13
Concluded
|
PhD in Electrical and Computer Engineering, branch of specialization Automation and Robotics (Doutoramento)
Universidade de Coimbra, Portugal
"Computational Intelligence Methodologies for Control of Industrial Processes" (THESIS/DISSERTATION)
|
Approved unanimously with distinction and honors |
2004 - 2009
Concluded
|
M.S., Electrical and Computer Engineering (Automation branch) (Mestrado)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Design of Fuzzy Systems for Control and Inference" (THESIS/DISSERTATION)
|
15 |
Affiliation
Science
Category Host institution |
Employer | |
---|---|---|
2019/03/01 - Current | Researcher (Research) | Institute of Systems and Robotics - Coimbra, Portugal |
2021/06/14 - 2021/07/14 | Visiting Researcher (Research) | Brunel University London, United Kingdom |
2015/05/01 - 2019/02/28 | Postdoc (Research) | Institute of Systems and Robotics - Coimbra, Portugal |
2014/11 - 2015/04 | Researcher (Research) | Pedro Nunes Institute (IPN) - Laboratory for Automation and Systems (LAS), Portugal |
2009/04/01 - 2014/10/31 | Researcher (Research) | Universidade de Coimbra, Portugal |
Universidade de Coimbra Instituto de Sistemas e Robótica, Portugal |
Teaching in Higher Education
Category Host institution |
Employer | |
---|---|---|
2021/09 - 2023/08 | Invited Assistant Professor (University Teacher) | Universidade de Coimbra, Portugal |
Projects
Grant
Designation | Funders | |
---|---|---|
2015/05 - 2019/02 | Self-Learning Fuzzy Logic Control for Industrial Processes
SFRH/BPD/99708/2014.
Post-doc Fellow
Universidade de Coimbra Instituto de Sistemas e Robótica, Portugal
|
Foundation of Science and Technology (FCT)
Concluded
|
2010/07 - 2014/06 | Computational Intelligence Methodologies for Control of Industrial Processes
SFRH/BD/63383/2009
PhD Student Fellow
Institute of Systems and Robotics - Coimbra, Portugal
|
Foundation of Science and Technology (FCT)
Concluded
|
Contract
Designation | Funders | |
---|---|---|
2021/03/01 - 2023/07/31 | iProMo - Intelligent Systems for Grinding Process Control
CENTRO-01-0247-FEDER-069730
Principal investigator
Universidade de Coimbra, Portugal
Institute of Systems and Robotics - Coimbra, Portugal |
Agência Nacional de Inovação SA
Ongoing
|
2021/03/01 - 2023/06/30 | InGestAlgae - Intelligent Platform for Microalgae Production Management
CENTRO-01-0247-FEDER-046983
Principal investigator
Universidade de Coimbra, Portugal
Institute of Systems and Robotics - Coimbra, Portugal |
Agência Nacional de Inovação SA
Ongoing
|
2021/01/01 - 2023/06/30 | SYNAPPS - Platform for estimation, control and optimization of wastewater treatment plants
CENTRO-01-0247-FEDER-046978
Researcher
Institute of Systems and Robotics - Coimbra, Portugal
|
Agência Nacional de Inovação SA |
2021/01/01 - 2023/06/30 | SmartWater - Smart Water Meter and Intelligent Water Analytics Platform for water pipeline leakages localization and end-use
water demand outline
CENTRO-01-0247-FEDER-047730
Researcher
Institute of Systems and Robotics - Coimbra, Portugal
|
Agência Nacional de Inovação SA |
2020/07/01 - 2023/06/30 | EVAI Charge - Artificial Intelligence Electric Vehicle Charge for Low Carbon Buildings
CENTRO-01-0247-FEDER-047196
Researcher
Institute of Systems and Robotics - Coimbra, Portugal
|
Agência Nacional de Inovação SA |
2022/03/01 - 2023/02/28 | ML@GridEdge: Distributed Machine Learning Solutions for Coordinating Distributed Energy Resources at the Edge of the Power
Grid
UTAP-EXPL/CA/0065/2021
co-Principal investigator
Institute of Systems and Robotics - Coimbra, Portugal
|
Foundation of Science and Technology (FCT)
Ongoing
|
2019/12/01 - 2022/11/30 | IMfire- Intelligent Management For Wilds
PCIFSSI0151/2018
Principal investigator
Institute of Systems and Robotics - Coimbra, Portugal
|
Foundation for Science and Technology (FCT)
Ongoing
|
2021/01/01 - 2021/12/31 | Eco-Healing - Intelligent Eco-controller with self-healing capability
UIDB/0048/2020
Principal investigator
Institute of Systems and Robotics - Coimbra, Portugal
|
Foundation for Science and Technology (FCT) Institute of Systems and Robotics - Coimbra Concluded
|
2021/01/01 - 2021/12/31 | ColLeCTE - Collaborative Learning for the Coordination of Transactive Energy systems
UIDB/0048/2020
co-Principal investigator
Institute of Systems and Robotics - Coimbra, Portugal
|
Foundation for Science and Technology (FCT) Institute of Systems and Robotics - Coimbra |
2018/06/01 - 2021/05/31 | IMPROVE - Nonlinear Control, Estimation and Fault-Detection Tools with Provably Guarantees for Mobile Robotic Systems
POCI-01-0145-FEDER-031823
Researcher
Institute of Systems and Robotics - Coimbra, Portugal
|
Foundation for Science and Technology (FCT)
Concluded
|
2018/03 - 2021/02 | TOOLING4G - Advanced Tools for Smart Manufacturing
TOOLING4G/2016/24516
Researcher
Universidade de Coimbra, Portugal
|
Agência Nacional de Inovação SA
Concluded
|
2018/11/01 - 2020/10/31 | SIICEI - Intelligent System for Identification of Electrical Loads in Industrial Equipment
SIICEI/2017/33338
Researcher
Universidade de Coimbra, Portugal
|
Agência Nacional de Inovação SA
Concluded
|
2018/10/01 - 2020/09/30 | CONNECTA-X - Interoperable System and Modules for Appliance Integration in Intelligent Home Ecosystems
CONNECTA-X/2017/33354
Researcher
Universidade de Coimbra, Portugal
|
Agência Nacional de Inovação SA
Concluded
|
2017/10 - 2019/09 | SMITEn - Smart Meter Integrated Test Environment
SMITEn/2016/023613
Researcher
|
Agência Nacional de Inovação SA
Concluded
|
2016/10 - 2018/09 | KhronoSim - System for Simulation and Test of Complex Systems
KhronoSim/2016/17611
Researcher
Universidade de Coimbra, Portugal
|
Agência Nacional de Inovação SA
Concluded
|
2014/11 - 2015/04 | CaMeLi - Care Me for Life
AAL-2012-5-030
Research Fellow
Associação para a Inovação e Desenvolvimento em Ciência e Tecnologia, Portugal
|
Active Assisted Living Programme
Concluded
|
2012/01 - 2014/12 | SCIAD - Self-Learning Industrial Control Systems Through Process Data
SCIAD/2011/21531
Researcher
Universidade de Coimbra, Portugal
|
Agência Nacional de Inovação SA
Concluded
|
2011/11 - 2013/10 | FAir-Control - Factory Air Pollution Control
E!6498
Researcher
Universidade de Coimbra, Portugal
|
Eurostars
Concluded
|
2009/04 - 2012/03 | SInCACI - Intelligent Systems for Industrial Control, Acquisition and Communication
SInCACI/2009/003120
Research Fellow
Universidade de Coimbra, Portugal
|
Agência Nacional de Inovação SA
Concluded
|
2008/11 - 2011/08 | Project of Creation of the Research & Development Division of Acontrol
CENTRO-07-0202-FEDER-002502
Other
Universidade de Coimbra, Portugal
|
Concluded
|
2008/09 - 2009/08 | FUZCTR - Development of Fuzzy Controllers for Modules of Manufacturing Systems
ACONTROL/ISR/001/2007
Researcher
Institute of Systems and Robotics - Coimbra, Portugal
|
Concluded
|
2008/09 - 2009/08 | STRNET - Development of Hardware/Software for Industrial Distributed Real-Time Systems Using the ControlNet Protocol
ACONTROL/ISR/002/2007
Researcher
Institute of Systems and Robotics - Coimbra, Portugal
|
Concluded
|
Outputs
Publications
Book chapter |
|
Conference paper |
|
Journal article |
|
Journal issue |
|
Report |
|
Thesis / Dissertation |
|
Other
Other output |
|
Research technique |
|
Activities
Supervision
Thesis Title Role |
Degree Subject (Type) Institution / Organization |
|
---|---|---|
2023 - Current | Federated Learning for the Prediction of Net Energy Demand in Communities of Buildings
Co-supervisor
|
PhD Thesis in Electrical Engineering and Intelligent Systems (PhD)
Universidade de Coimbra, Portugal
|
2023 - Current | A novel multiagent industry system virtualized and distributed following IEC 61499 with intelligent self-capabilities
Supervisor
|
PhD Thesis in Electrical Engineering and Intelligent System (PhD)
Universidade de Coimbra, Portugal
|
2022/09 - Current | Distributed processing architecture for modular industrial hardware platforms
Supervisor
|
Universidade de Coimbra, Portugal
|
2022 - Current | Interpretability on Fuzzy Systems
Supervisor
|
Universidade de Coimbra, Portugal
|
2022 - Current | Online estimation of particle fineness in the dynamic particle separator in the grinding process
Supervisor
|
Universidade de Coimbra, Portugal
|
2022 - Current | Digital Twin for Industrial Processes
Supervisor
|
Universidade de Coimbra, Portugal
|
2022 - Current | Wildfire Spread Prediction Model Calibration Using Metaheuristic Algorithms
Supervisor
|
Universidade de Coimbra, Portugal
|
2022 - Current | Modeling and control of microalgae photobioreactors
Supervisor
|
Universidade de Coimbra, Portugal
|
2022 - Current | Methodologies for data double-checking on industry
Supervisor
|
Universidade de Coimbra, Portugal
|
2021/09 - Current | Intelligent Platform for Microalgae Production
Supervisor
|
Universidade de Coimbra, Portugal
|
2021 - 2025 | Online Process Optimization Toward Sustainability on Wastewater Treatment Plants
Supervisor
|
PhD Thesis in Electrical Engineering and Intelligent Systems (PhD)
Universidade de Coimbra, Portugal
|
2020/09 - 2024/09 | Sustainable Energy Management of Microgrids for Rural Electrification using Computational Intelligence Techniques: a case
study for Mozambique
Co-supervisor
|
PhD in Sustainable Energy Systems (PhD)
Universidade de Coimbra, Portugal
|
2019/09 - 2023/09 | Abnormal-Sensitive Industrial Decision System with Self-healing Intelligence
Supervisor
|
PhD in Electrical and Computer Engineering (PhD)
Universidade de Coimbra, Portugal
|
2021/09 - 2022/09 | Federated Learning for the Prediction of Net Energy Demand in Communities of Buildings
Co-supervisor
|
Universidade de Coimbra, Portugal
|
2021/09 - 2022/09 | Fault detection in wastewater treatment plant - Application and comparison of machine learning techniques with streaming data
Co-supervisor
|
Universidade do Porto, Portugal
|
2021/09 - 2022/09 | “Wildfire Spread Prediction Model Calibration Using Metaheuristic Algorithms
Supervisor
|
Universidade de Coimbra, Portugal
|
2021/09 - 2022/09 | Development of a Modular Hardware System for Industrial Environments
Supervisor
|
Universidade de Coimbra, Portugal
|
2022 - 2022 | Técnicas de Inteligência Computacional para Desenvolvimento de Sensores Virtuais em Processos Industriais
Co-supervisor
|
Universidade de Coimbra, Portugal
|
2018 - 2018 | Online Evolving Fuzzy Control Design
Co-supervisor
|
Universidade de Coimbra, Portugal
|
2017 - 2017 | Iterative Fuzzy Design for Identification and Control
Co-supervisor
|
Universidade de Coimbra, Portugal
|
2016 - 2016 | Fuzzy Predictive Control for Application in Industrial Processes
Co-supervisor
|
Universidade de Coimbra, Portugal
|
2012 - 2012 | Automatic Learning of the Knowledge Base for Fuzzy Systems
Co-supervisor
|
Universidade de Coimbra, Portugal
|
2011 - 2011 | Fuzzy Predictive Control of Nonlinear Processes
Co-supervisor
|
Universidade de Coimbra, Portugal
|
2011 - 2011 | Automatic Extraction of the Fuzzy Control System for Industrial Processes
Co-supervisor
|
Universidade de Coimbra, Portugal
|
2011 - 2011 | Adaptive Fuzzy Control Systems
Co-supervisor
|
Universidade de Coimbra, Portugal
|
Event organisation
Event name Type of event (Role) |
Institution / Organization | |
---|---|---|
2022/07 - 2022/07 | Organization Committee member at the Summer school Robotics and Applied Machine Learning (RML-2021) (2022/07 - 2022/07) | |
2021/07 - 2021/09 | Organization Committee member at the Summer school Robotics and Applied Machine Learning (RML-2021) (2021/07 - 2021/09)
Other (Co-organisor)
|
|
2020/07 - 2020/10 | Organization Committee member at the Summer school Robotics and Applied Machine Learning (RML-2020). (2020/07 - 2020/10)
Other (Co-organisor)
|
|
2019/09 - 2019/09 | Special Session: "INT4DAT - Intelligent Systems and Technologies for Diagnostic, Assistance, and Therapeutics", at the 15th
Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON 2019). By João Ruivo Paulo, Jérôme Mendes,
Teresa Sousa, Eduardo Rocon. (2019/09 - 2019/09)
Conference
|
|
2019/09 - 2019/09 | Chair of Special Session: INT4DAT - Intelligent Systems and Technologies for Diagnostic, Assistance, and Therapeutics, at
15th Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON 2019) (2019/09 - 2019/09)
Conference (Other)
|
|
2018/06 - 2018/06 | Chair of Special Session "Advances in Control Education" at 13th APCA/IEEE International Conference on Automatic Control and
Soft Computing (CONTROLO 2018) (2018/06 - 2018/06)
Conference (Other)
|
|
2012/09 - 2012/09 | Chair of "Industrial Control Track" session at 17th IEEE Conference on Emerging Technologies and Factory Automation (ETFA
2012) (2012/09 - 2012/09)
Conference (Other)
|
|
2011/09 - 2011/09 | Chair of "Industrial Control Track" session at 16th IEEE Conference on Emerging Technologies and Factory Automation (ETFA
2011) (2011/09 - 2011/09)
Conference (Other)
|
Association member
Society Organization name | Role | |
---|---|---|
2021/01/01 - Current | (Portuguese) National Association of Researchers in Science and Technology (ANICT) | Member of the Board (Vogal) of Directors |
2018 - Current | APCA - Portuguese Association of Automatic Control | Associate |
2012 - Current | IEEE | Associate (total years - 6) |
Committee member
Activity description Role |
Institution / Organization | |
---|---|---|
2022/07 - 2022/07 | Summer school Robotics and Applied Machine Learning (RML-2021) | |
2021/07 - 2021/09 | Summer school Robotics and Applied Machine Learning (RML-2021) | Universidade de Coimbra, Portugal |
2020/07 - 2020/10 | Summer school Robotics and Applied Machine Learning (RML-2020) | Universidade de Coimbra, Portugal |
Conference scientific committee
Conference name | Conference host | |
---|---|---|
2023/03 - 2023/03 | 12th International Conference on Intelligent Systems and Applications (INTELLI 2023) | |
2022/05 - 2022/05 | 11th International Conference on Intelligent Systems and Applications (INTELLI 2022) | |
2021/07 - 2021/07 | 2021 International Conference on Artificial Intelligence and Computer Science (AICS2021) | |
2021/07 - 2021/07 | The Tenth International Conference on Intelligent Systems and Applications (INTELLI 2021) | |
2020/07 - 2020/07 | 2nd World Congress on Artificial Intelligence and Machine Learning (WCAIML-2020) | |
2020/07 - 2020/07 | 14th APCA International Conference on Automatic Control and Soft Computing (CONTROLO 2020) | |
2020/06 - 2020/07 | 9th International Conference on Intelligent Systems and Applications (INTELLI 2020) | |
2019/09 - 2019/09 | 15th Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON 2019) | |
2019/06 - 2019/07 | 8th International Conference on Intelligent Systems and Applications (INTELLI 2019) |
Course / Discipline taught
Academic session | Degree Subject (Type) | Institution / Organization | |
---|---|---|---|
2015/07/27 - 2015/08/02 | "Computational Intelligence", Lecture on XII BEST Summer Course, "R[AI]se your Robotics", Department of Electrical and Computer Engineering, University of Coimbra, July 27 -August 02, 2015. By Jérôme Mendes, and Rui Araújo. | Universidade de Coimbra, Portugal |
Journal scientific committee
Journal title (ISSN) | Publisher | |
---|---|---|
2021 - Current | Evolving Systems | Springer |
Mentoring / Tutoring
Topic | Student name | |
---|---|---|
2022/11/22 - Current | Bárbara de Matos | |
2021/11/15 - Current | Rui Queiroz | |
2021/08/26 - Current | Daniel Torres | |
2021/08/26 - Current | Carlos Melo | |
2021/07 - Current | Jorge Alves | |
2021/03 - Current | Rodrigo Salles | |
2021/01 - Current | Jorge Pereira | |
2021/02 - 2022/11/21 | Bárbara de Matos | |
2021/09/01 - 2022/02 | Jorge Sampaio | |
2021/02 - 2022/02 | Manuel Gonçalves | |
2020/08 - 2020/10 | Jorge Sampaio | |
2020/08 - 2020/10 | Denis Rocha | |
2020/08 - 2020/10 | Luís Ferreira | |
2020/08 - 2020/10 | Guilherme Lins | |
2020/08 - 2020/10 | Hugo Luís | |
2020/08 - 2020/10 | Lídia Faria |
Other jury / evaluation
Activity description | Institution / Organization | |
---|---|---|
2021/09 - 2021/09 | Research fellowship position. iProMo Project. Reference: iPromo-BIM-ML Jury responsible for selection. | Universidade de Coimbra, Portugal |
2021/07 - 2021/07 | Research fellowship position. InGestAlgae Project. Reference: InGestAlgae-BIL-ML Jury responsible for selection. | Universidade de Coimbra, Portugal |
2021/07 - 2021/07 | Research fellowship position. InGestAlgae Project. Reference: InGestAlgae-BIM-ML Jury responsible for selection. | Universidade de Coimbra, Portugal |
2021/06 - 2021/06 | Research fellowship position. iProMo Project. Reference: iPromo-BIM-ML Jury responsible for selection. | Universidade de Coimbra, Portugal |
2021/06 - 2021/06 | Research fellowship position. iProMo Project. Reference: iPromo-BIM-HD Jury responsible for selection. | Universidade de Coimbra, Portugal |
2021/06 - 2021/06 | Research fellowship position. iProMo Project. Reference: iPromo-BIL-ML Jury responsible for selection. | Universidade de Coimbra, Portugal |
2021/02 - 2021/02 | Research fellowship position. ColLeCTE Project. Reference: ISR-ColLeCTE-BIL Jury responsible for selection. | Institute of Systems and Robotics - Coimbra, Portugal |
2020/12 - 2020/12 | Research fellowship position. Eco-Healing Project. Reference: ISR-EcoHealing-BIL. Jury responsible for selection. | Institute of Systems and Robotics - Coimbra, Portugal |
2020/12 - 2020/12 | Research fellowship position. ColLeCTE Project. Reference: ISR-ColLeCTE-BI. Jury responsible for selection. | Institute of Systems and Robotics - Coimbra, Portugal |
2020/11 - 2020/11 | Research fellowship position. IMfire Project. Reference: IMFire-BII-ISRUC-2. Jury responsible for selection. November, 2020. | Institute of Systems and Robotics - Coimbra, Portugal |
2020/08 - 2020/08 | Research fellowship position. IMfire Project. Reference: IMFire-BI-ISRUC-2. Jury responsible for selection. | Institute of Systems and Robotics - Coimbra, Portugal |
2020/06 - 2020/06 | Research fellowship position. IMfire Project. Reference: IMFire-BI-ISRUC-2. Jury responsible for selection. | Institute of Systems and Robotics - Coimbra, Portugal |
2020/04 - 2020/04 | Research fellowship position. IMfire Project. Reference: IMFire-BI-ISRUC-2. Jury responsible for selection. | Institute of Systems and Robotics - Coimbra, Portugal |
2020/01 - 2020/01 | Research fellowship position. IMfire Project. Reference: IMFire-BI-ISRUC-1. Jury responsible for selection | Institute of Systems and Robotics - Coimbra, Portugal |
2018/03 - 2018/03 | Research fellowship position. SMITEn Project. Reference SMITEn01. Jury responsible for selection | Institute of Systems and Robotics - Coimbra, Portugal |
Distinctions
Award
2021 | Best Paper Award, IEEE International Conference on Industrial Informatics (INDIN 2021)
IEEE, United States
|
2018 | Best Paper Award, IEEE International Conference on Electrical Engineering and Informatics (ICELTICS 2018)
IEEE, United States
|
2015 | Post-Doctoral fellowship
Foundation of Science and Technology (FCT), Portugal
|
2012 | Scholarship by the IEEE-IES Student Activities Program
17th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2012), Poland
|
2010 | PhD Scholarship
Foundation of Science and Technology (FCT), Portugal
|