Rui Araújo – Thesis Supervisor

PhD Thesis

1. Alireza Emami, “State Estimation and Model Identification Methodologies for Applying to Electric Grids”, PhD Thesis in Electrical and Computer Engineering, Department of Electrical and Computer Engineering, Faculty of Sciences and Technology, University of Coimbra, 2024. (Completed/approved: January 09, 2024). Supervisor: Rui Alexandre de Matos Araújo. Current position: Researcher at Vestas.

2. Saeid Rastegar, “Multi Parametric Intelligent Identification and Robust Control Methodologies For Industrial Processes”, PhD Thesis in Electrical and Computer Engineering, Department of Electrical and Computer Engineering, Faculty of Sciences and Technology, University of Coimbra, 2017. (Completed/approved: November 30, 2017). Supervisor: Rui Alexandre de Matos Araújo. Current position: Researcher at the Institute of Systems and Robotics - University of Coimbra.

3. Symone Gomes Soares Alcalá, “Ensemble Learning Methodologies for Soft Sensor Development in Industrial Processes”, PhD Thesis in Electrical and Computer Engineering, Department of Electrical and Computer Engineering, Faculty of Sciences and Technology, University of Coimbra, 2015. (Completed/approved: September 11, 2015). Supervisor: Rui Alexandre de Matos Araújo. Current position: Professor and researcher at the Federal University of Goiás, Brasil; Faculty of Sciences and Technology, Department of Production Engineering.

4. Jérôme Amaro Pires Mendes, “Computational Intelligence Methodologies for Control of Industrial Processes”, PhD Thesis in Electrical and Computer Engineering, Department of Electrical and Computer Engineering, Faculty of Sciences and Technology, University of Coimbra, 2014. (Completed/approved: October 13, 2014). Supervisor: Rui Alexandre de Matos Araújo. Current position: Senior PhD Researcher at the University of Coimbra ; CEMMPRE - Centre for Mechanical Engineering, Materials and Processes.

5. Francisco Alexandre Andrade de Souza, “Computational Intelligence Methodologies for Soft Sensors Development in Industrial Processes”, PhD Thesis in Electrical and Computer Engineering, Department of Electrical and Computer Engineering, Faculty of Sciences and Technology, University of Coimbra, 2014. (Completed/approved: September 05, 2014). Supervisor: Rui Alexandre de Matos Araújo. Current position: Researcher at OnePlanet Research Center.

6. Oswaldo Ludwig Junior, “Study on Non-Parametric Methods for Fast Pattern Recognition with Emphasis on Neural Networks and Cascade Classifiers”, PhD Thesis in Electrical and Computer Engineering, Department of Electrical and Computer Engineering, Faculty of Sciences and Technology, University of Coimbra, 2012. (Completed/approved: April 26, 2012). Co-supervisor: Rui Alexandre de Matos Araújo. Supervisor: Prof. Urbano José Carreira Nunes. Current professional position: Senior Research Scientist at Nuance Communications.

MSc Thesis (before Bolonha restructuring)

1. Jorge Manuel Simões de Almeida, “Tracking of Objects in Dynamic Environments” (in Portuguese), Master Thesis in Electrical and Computer Engineering, specialisation in Automation and Robotics, Department of Electrical and Computer Engineering, Faculty of Sciences and Technology, University of Coimbra, 2007. (Aproved April 2008). Current professional position: Chief Technology Officer (CTO) at Critical Software, S.A.

MSc Thesis

1. Tomé Filipe Ferreira Ventura, “Development of an HMI with DCS Interface for Control of the Drive Groups of a Paper Machine”, MSc Thesis, Mestrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2024. Current professional position: Engineer at Navigator.

2. Mafalda de Carvalho Nogueira Amaro, “Modeling and Control of pH in Tubular Photobioreactors on Microalgae Plant”, MSc Thesis, Mestrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2024. Current professional position: Engineer at Synopsys.

3. Miguel Afonso Proença, “Interpretable Digital Twin for Industrial Process”, MSc Thesis, Mestrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2024. Current professional position: Engineer at University of Coimbra.

4. Gonçalo Paiva Gouveia, “A Modular Architecture with Local Processing Methodologies for Industrial Cyber-Physical Systems”, MSc Thesis, Mestrado em Engenharia Física, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2023. Current professional position: Software Engineer at EID S.A..

5. João Martins de Sousa, “Calibration of Two-Dimensional Wildfire Propagation Model Using Metaheuristic Algorithms”, MSc Thesis, Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2023. Current professional position: Engineer at University of Coimbra.

6. Tomás Miranda Pedrosa, “Computational Intelligence Techniques for the Development of Virtual Sensors in Industrial Processes” (in Portuguese), MSc Thesis, Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2022. Current professional position: Engineer at Celbi.

7. Maria Lucia Ferramosca, “Safety Assessment of UAV Systems: Field Data Analysis”, MSc Thesis, Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, (Erasmus: ‘‘Master in Mechatronic Engineering, Specialization in Software Technologies for Automation’’, Politecnico di Torino, Italy), Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2021. Current professional position: See at LinkedIn.

8. Ana Teresa Fonseca Salgueiro, “Detection of Heart Problems Using Electrocardiogram (ECG) Signals” (in Portuguese), MSc Thesis, Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2020. Current professional position: Engineer at Bosch.

9. João Miguel Malva Freitas, “Evolving Learning of Fuzzy Controllers” (in Portuguese), MSc Thesis, Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2018. Current professional position: Embedded Software Engineer at Bosch.

10. Vasco da Silva Ferreira, “Semi-Supervised Learning and Feature Ranking/Selection Techniques Applied to Soft Sensor Modeling”, MSc Thesis, Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2017. Current professional position: Software Engineer at Aptiv, PLC.

11. Carlos André Ferreira Santos Fernandes, “Algorithm of Type Filter-Wrapper for Selection of Features for Utilization in Genes Selection” (in Portuguese), MSc Thesis, Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2017. Current professional position: Software Engineer at Critical TechWorks.

12. António Eleutério de Vasconcelos Craveiro, “Iterative Fuzzy Design for Identification and Control”, MSc Thesis, Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2017. Current professional position: Engineer at Novabase SGPS, SA.

13. Hugo Costa Neves Pais de Faria, “Implementation of an HDMI Protocol Analyzer”, MSc Thesis, Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2017. Current professional position: Engineer at Synopsis, Inc.

14. Nuno Miguel Santos de Sousa, “Fuzzy Predictive Control for Application in Industrial Processes” (in Portuguese), MSc Thesis, Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2016. Current professional position: Project Engineer at Critical Software, SA.

15. Jóni Micael Jordão Cordeiro Neto, “Citizen Card Reader with USB Interface” (in Portuguese), MSc Thesis, Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2016. Current professional position: Test/Product Engineer at Bosch Security Systems.

16. Paulo Rui Pereira Susana, “Soft Sensors Using Online Learning for Industrial Processes” (in Portuguese), MSc Thesis, Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2015. Current professional position: Test/Product Engineer at Bosch Car Multimedia Portugal, SA.

17. Luís Filipe Pereira Miranda, “Computational Intelligence Methodologies for Soft Sensors Design for Industrial Processes” (in Portuguese), MSc Thesis, Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2012. Current professional position: Alaska Center for Energy and Power, University of Alaska Fairbanks.

18. Samuel António Pires Pinto, “Automatic Learning of the Knowledge Base for Fuzzy Systems” (in Portuguese), MSc Thesis, Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2012. Current professional position: Telecommunications Engineer at Altice Labs.

19. Anderson Frederico Bastos de Sousa, “Fuzzy Predictive Control of Nonlinear Processes” (in Portuguese), Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2011. Current professional position: Software Engineer at NOS Portugal.

20. João Manuel Curado Seabra, “Study for Development of hardware/Software for Comunication Using the ControlNet” (in Portuguese), Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2011. Current professional position: Engineer at Aker Solutions.

21. Ricardo Simões Seco, “Automatic Extraction of the Fuzzy Control System for Industrial Processes”, Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2011. Current professional position: Software Developer at Take The Wind.

22. João Carlos Ferreira Marques, “Adaptive Fuzzy Control Systems” (in Portuguese), Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2011. Current professional position: Product Development Engineer at NOS SGPS.

23. Tiago Ferreira Matias, “Co-evolutionary MLP for Model Definition and Inputs Selection for Soft Sensors Applications” (in Portuguese), Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2011. Current professional position: Automation Head Engineer at OnControl Technologies.

24. Pedro Ângelo Morais de Sousa, “Architecture for Communication Among Field Devices in Industrial Systems” (in Portuguese), MSc Thesis, Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2011. Current professional position: Chief Technology Officer (CTO) at OnControl Technologies.

25. Pedro Miguel Campos Silva Santos, “Selection of Variables and Delays Using Neural Networks and Mutual Information for the Development of Data-Based Soft Sensors” (in Portuguese), Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2010.

26. Tânia Liliana da Silva Louro, “Control of Tasks of a Robot Manipulator” (in Portuguese), Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2009. Current professional position: Reliability Engineer at SKF Portugal.

27. Jérôme Amaro Mendes, “Design of Fuzzy Systems for Control and Inference” (in Portuguese), Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2009. Current professional position: Senior PhD Researcher at the University of Coimbra ; CEMMPRE - Centre for Mechanical Engineering, Materials and Processes.

28. David Emanuel Ribeiro Delgado, “Exploration of KIII-set Neurodynamic Networks Toolbox: Application to Perception in ITS” (in Portuguese), Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2009. Current professional position: Project Manager at NTTDataPortugal Europe and LATAM.

29. Luís Miguel Dias Tomás, “Control of a Robot WAM 7-DOF Using its Dynamic Model” (in Portuguese), Mestrado Integrado em Engenharia Eletrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2009.

30. Filipe Miguel Eusébio Apóstolo, “Development of Fuzzy Controllers for Modules of Manufacturing Systems” (in Portuguese), Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2008. (Aproved September 2008). Current professional position: Chief Technology Officer (CTO) at Densyx - Soluções Otimização.

31. Luís Daniel de Andrade Simões Custódio Vaz, “Development of Software Modules in a Real-Time Architecture for Mobile Robots and Intelligent Vehicles” (in Portuguese), Mestrado em Engenharia Electrotécnica e de Computadores, Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2008. (Aproved September 2008). Current professional position: Software Engineer at WIT Software.

Undergraduate Final Year Projects (“Projecto e Dissertação” of the 5th year of Licenciatura, pre-Bolonha)

1. João P. M. Fernandes, Rui P. D. Cortesão, “Signal Processing Module to Integrate a Distributed Network of Sensors and Actuators” (in Portuguese), Departamento de Engenharia Electrotécnica, Faculdade de Ciências e Tecnologia, Universidade de Coimbra (DEE-FCTUC), 1994.

2. João C. S. Martins, Luís M. R. Neves, Jorge S. Ribeiro, “Real-Time Trajectory Control for and AdeptOne SCARA” (in Portuguese), DEE-FCTUC, 1995.

3. César A. P. Carvalho, Luis A. C. Dias, “Control in the Context of Manipulators Teleoperation” (in Portuguese), DEE-FCTUC, 1995.

4. José M. C. F. Costa, Miguel M. F. Teteto, “Implementation of Message Exchange Manager Between a PC/AT and a DSProto Processing Card” (in Portuguese), DEE-FCTUC, 1996.

5. Cláudio R. F. Loureiro, Nuno M. P. Silvério, João P. V. Pereira, “Navigation of a Real Mobile Robot” (in Portuguese), DEE-FCTUC, 1997.

6. Filipe M. S. C. Pinto, Pedro B. Aires, “Implementation of Reactive Behaviors in Mobile Robots” (in Portuguese), DEE-FCTUC, 1998.

7. David Lourenço, Gil G. N. Ferreira, “Map Building and Exploration of a Dynamic World Using a Mobile Robot Equipped with a Laser Range Finder Sensor” (in Portuguese), DEE-FCTUC, 2000.

8. Alexandre M. C. Apóstolo, João G. F. Coimbra, “Robchair: Control by System Microprocessor” (in Portuguese), DEE-FCTUC, 2000.

9. Abel B. F. Mendes, Rui M. V. A. Vinagre, “MICRORATO - Development of an Autonomous Mobile Micro-Robot” (in Portuguese), DEE-FCTUC, 2000.

10. Pedro P. Domingues, Vitor J. R. Costa, Vitor J. F. S. Cavaleiro, “Simulation and Control of an Industrial Motion System” (in Portuguese), DEE-FCTUC, 2000.

11. Gonçalo P. V. Gouveia, Nuno A. D. Santos, “Navigation of a Mobile Robot Equipped with a Distances Measurement LASER Range Finder Sensor” (in Portuguese), DEE-FCTUC, 2001.

12. Luís M. G. Almeida, Nuno M. T. Francisco, “ROBOT2000: Sensor System and Control System” (in Portuguese), DEE-FCTUC, 2001.

13. José E. B. Faria, Fernando N. Soares, Sérgio L. B. Santos, “CYBERCAR: Navigation System for Intelligent Electrical Vehicles” (in Portuguese), DEE-FCTUC, 2002.

14. Eduardo J. V. Martins, Paulo A. M. Pina, “ROBCHAIR: Navigation System” (in Portuguese), DEE-FCTUC, 2002.

15. Hélder H. R. Silva, João M. L. P. Caldeira, Márcio S. P. F. H. Barata, “CyberCars II - Developments for Driving and Obstacle Detection” (in Portuguese), DEE-FCTUC, 2003.

16. Jorge M. S. Almeida, António C. C. P. Almeida, “NAVLASER - Navigation of a Robot Equipped with a LASER Range Finder” (in Portuguese), DEE-FCTUC, 2004.

17. André H. S. S. Costa, Marcelo J. Coelho, Johan N. L. Santos, “RobotGuiding II: Guiding System for Autonomous Vehicles” (in Portuguese), Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2005.

18. Filipe G. T. Dias, Jorge M. E. Costa, “NAVLASER II: Navigation of a Mobile Robot Equipped with a LASER RANGE FINDER” (in Portuguese), Departamento de Engenharia Electrotécnica e de Computadores, Faculdade de Ciências e Tecnologia, Universidade de Coimbra, 2006.