PhD Thesis
[10]. Gleidson Gurgel, “Explainable AI for Fault Detection and Root Cause Analysis in Predictive Maintenance Systems”, PhD in Industrial Engineering and Management, University of Coimbra, (ongoing).
[9]. Gyamfi Sylvester, “Transfer Learning of Explainable Fuzzy Regression Models for Industrial Processes”, PhD Thesis in Electrical Engineering and Intelligent Systems, University of Coimbra, (ongoing). [Co-supervisor]
[8]. Pedro Sousa, “Non-Intrusive Load Monitoring for Industrial Loads”, PhD Thesis in Electrical Engineering and Intelligent Systems, University of Coimbra, (ongoing).
[7]. Luís Maricato, “Micro-PMU-Based Control Framework for Balancing Distributed Energy Generation and Consumption”, PhD Thesis in Electrical Engineering and Intelligent Systems, University of Coimbra, (ongoing).
[6]. Jorge Alves, “A Novel Multi-Agents Cyber-Physical System With Autonomous Capabilities for Smart Factories”, PhD Thesis in Electrical Engineering and Intelligent Systems, University of Coimbra, (ongoing).
[5]. Matheus Kovaleski, “Remote Sensing and AI-based Land Coverage Analysis for Wildfire Prevention and Planning ”, PhD Thesis in Electrical Engineering and Intelligent Systems, University of Coimbra, (ongoing). [Co-supervisor]
[4]. Nuno Mendes, "Federated Learning Framework for the Management of Virtual Energy Communities’’, PhD Thesis in Electrical Engineering and Intelligent Systems, University of Coimbra, (ongoing). [Co-supervisor]
[3]. Rodrigo Salles, “Online Process Optimization Toward Sustainability on Wastewater Treatment Plants”, PhD Thesis in Electrical Engineering and Intelligent Systems, University of Coimbra, (ongoing).
[2]. Jose Tafula, “Sustainable Energy Management of Microgrids for Rural Electrification using Computational Intelligence Techniques: a case study for Mozambique”, PhD Thesis in Sustainable Energy Systems, University of Coimbra, (ongoing). [Co-supervisor]
[1]. Jorge Júnior, “Explainable Fuzzy-based Systems to Address Industrial Knowledge”, PhD Thesis in Electrical Engineering and Intelligent Systems, University of Coimbra, 2025.
MSc Thesis
[28] Gonçalo Oliveira, A Unified Communication Interface for Multi-robot Systems in Smart Industry, Master Thesis in Mechanical Engineering, University of Coimbra, 2025.
[27] Gaspar Moniz, Methods for smart metering and energy monitoring, Master Thesis in Engineering Physics, University of Coimbra, 2025.
[26] Ephraim Lemos, Model Predictive Control for AC Microgrid Energy Management System, Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2025.
[25] Rodrigo Goméz, Industrial Automation Applied To An Internal Logistics Process, Master Thesis in Industrial Engineering and Management, University of Coimbra, 2025.
[24] Alexandre Duarte, Circular Dependency Aware Execution Sequencing for Industrial Control Block Diagrams, Master Thesis in Engineering Physics, University of Coimbra, 2025.
[23] Carlos Roxo, Automated Visual Inspection Using Convolutional Neural Networks: An Industrial Assembly Application, Master Thesis in Engineering Physics, University of Coimbra, 2024.
[22] Jorge García, Industrial automation system for lean manufacturing, Master Thesis in Industrial Engineering and Management, University of Coimbra, 2024.
[21] Antonio Antunes, Machine Learning-Based Prediction of Electric Vehicle Charging Demand Patterns, Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2024.
[20]. Joana Leiria, Data entry errors detection for quality control variables using data-driven models, Master Thesis in Engineering Physics, University of Coimbra, 2024.
[19]. Mafalda Amaro, Modeling and Control of pH in Tubular Photobioreactors on Microalgae Plant, Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2024.
[18]. Miguel Proença, Interpretable Digital Twin for Industrial Process, Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2024.
[17]. Carlos Gaspar. “Study of Metrics for Assessing Interpretability of Fuzzy Systems”, Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2024.
[16]. Daniel Torres, “Low-Frequency Unsupervised Non-Intrusive Load Monitoring for Industrial Loads”, Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2023.
[15]. Gonçalo Gouveia, “A modular architecture with local processing methodologies for Industrial Cyber-Physical Systems”, Master Thesis in Engineering Physics, University of Coimbra, 2023.
[14]. Manuel Mansilha, “Online estimation of particle fineness in a dynamic separator in the grinding process”, Master Thesis in Engineering Physics, University of Coimbra, 2023.
[13]. João Sousa, “Calibration of Two-Dimensional Wildfire Propagation Model Using Metaheuristic Algorithms”, Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2023.
[12]. Nuno Mendes. “Federated Learning for the Prediction of Net Energy Demand in Communities of Buildings”, Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2022.
Best Master Thesis Award at 2023 REN Award
[11]. Rodrigo Salles, “Fault detection in wastewater treatment plant - Application and comparison of machine learning techniques with streaming data”, Master Thesis in Data Science and Engineering, University of Porto, 2022. [Co-supervisor]
[10]. Jorge Pereira, “Wildfire Spread Prediction Model Calibration Using Metaheuristic Algorithms”, Master Thesis in Engineering Physics, University of Coimbra, 2022.
[9]. Jorge Alves, “Development of a Modular Hardware System for Industrial Environments”, (in Portuguese) Master Thesis in Engineering Physics, University of Coimbra, 2022.
[8]. Tomás Pedrosa. “Computational Intelligence Techniques for Developing Virtual Sensors in Industrial Processes” (in Portuguese), Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2022.
[7]. João Freitas, “Online Evolving Fuzzy Control Design”, Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2018.
[6]. António Craveiro, “Iterative Fuzzy Design for Identification and Control”, Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2017.
[5]. Nuno Sousa, “Fuzzy Predictive Control for Application in Industrial Processes” (in Portuguese), Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2016.
[4]. Samuel Pinto, “Automatic Learning of the Knowledge Base for Fuzzy Systems” (in Portuguese), Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2012.
[3]. Anderson Sousa, “Fuzzy Predictive Control of Nonlinear Processes” (in Portuguese), Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2011.
[2]. Ricardo Seco, “Automatic Extraction of the Fuzzy Control System for Industrial Processes”, Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2011.
[1]. João Marques, “Adaptive Fuzzy Control Systems” (in Portuguese), Master Thesis in Electrical and Computer Engineering, University of Coimbra, 2011.