Doctoral Student Supervision
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Degree: PhD in Sustainable Energy Systems
Institution: Instituto Superior Técnico, University of Lisbon
Name: Tiago José Rosário Lucas Frutuoso
Thesis Title: Lifetime Management and Optimization of Wind Farms
Supervisors: R. Pereira, J.F.A. Madeira, and A. Moutinho
Status: Ongoing (mid-term evaluation: December 16, 2025)
Role: Co-supervisor
Keywords: multi-objective optimization, wind energy, surrogate modeling, cost function design, lifetime extension, Decision Sciences -
Degree: PhD in Mechanical Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: Ricardo Miguel Alves Magalhães
Thesis Title: Optimisation of Automatic Resource Allocation
Supervisors: S. Vieira (IST) and J.F.A. Madeira
Status: Ongoing
Keywords: resource allocation optimization, automatic scheduling, Decision Sciences, Operations Research -
Degree: PhD in Aerospace Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: Ndilokelwa Fernandes Luis (161017/D)
Thesis Title: Optimal Design of Piezoelectric Sensors and Actuators for the Attenuation of Vibrations in Multilaminated Structures
Supervisors: J.F.A. Madeira and A.L. Araujo
Defense Date: November 16, 2016
Thesis link: Link
Keywords: optimal placement, piezoelectric sensors/actuators, vibration control, derivative-free optimization, multi-objective optimization
Master Student Supervision (IST)
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Degree: Master's in Mechanical Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: João Henrique Da Silva Lourenço (ist196714)
Thesis Title: Design Optimization of Subsea Mid-Water Arch Systems: A Focus on Fatigue, Extreme Loads, and Operational Efficiency
Supervisor: J.F.A. Madeira
Defense Date: November 19, 2025
Thesis link: Link
Keywords: design optimization, fatigue analysis, operational efficiency, subsea structures, structural reliability -
Degree: Master's in Mechanical Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: Pedro Augusto Pereira Magalhães (ist1108470)
Thesis Title: Multimodal Optimization of Piezoelectric Patch Placement and Shunt Circuit Design for Enhanced Structural Vibration Control
Supervisors: A.L. Araújo and J.F.A. Madeira
Defense Date: November 17, 2025
Thesis link: Link
Keywords: multimodal optimization, optimal placement, piezoelectric damping, vibration control, derivative-free optimization -
Degree: Master's in Aerospace Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Thesis Title: Towards Next-Generation Acoustic Metamaterials: Design and Optimisation of Sandwich, Perforated, and Resonant Structures
Role: Co-supervisor
Defense Date: November 12, 2025
Thesis link: Link
Keywords: acoustic optimization, metamaterial design, sandwich structures, noise reduction, structural optimization -
Degree: Master's in Mechanical Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: Miguel Marante Pereira
Thesis Title: Optimization of Wind Farm Operation towards Life-time Extension
Supervisor: J.F.A. Madeira
Defense Date: December 9, 2024
Thesis link: Link
Keywords: wind farm optimization, lifetime extension, operational Decision Sciences, renewable energy, surrogate modeling -
Degree: Master's in Mechanical Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: Beatriz Leitão Luis
Thesis Title: Optimization of Passive Shunted Damping Configurations for Displacement Amplitude Reduction of a Plate
Supervisor: J.F.A. Madeira
Defense Date: November 24, 2022
Thesis link: Link
Keywords: shunted damping optimization, vibration reduction, optimal configuration, derivative-free optimization -
Degree: Master's in Mechanical Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: Bruno Ribeiro Cotrim (87159)
Thesis Title: Optimal Passive Shunted Damping Configurations for Noise Reduction in Sandwich Panels
Role: Co-supervisor
Defense Date: November 24, 2021
Thesis link: Link
Keywords: noise reduction optimization, sandwich panels, passive damping, multi-objective optimization -
Degree: Master's in Mechanical Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: Fábio Miguel Cascalheira Aguincha (178268)
Thesis Title: Multi-objective Optimization of Curved Composite Plates
Supervisor: J.F.A. Madeira
Defense Date: December 2, 2019
Thesis link: Link
Keywords: multi-objective optimization, composite plates, DMS algorithm, structural design -
Degree: Master's in Aerospace Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: Marco Fontana (180917)
Thesis Title: Optimization of Composite Structural Components for Energy Absorption
Supervisor: J.F.A. Madeira
Defense Date: November 29, 2019
Thesis link: Link
Keywords: composite optimization, energy absorption, crashworthiness, structural design optimization -
Degree: Master's in Aerospace Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: João Francisco Moniz Dionísio
Thesis Title: Structural Optimization of a Landing Gear
Supervisor: J.F.A. Madeira
Defense Date: January 31, 2019
Thesis link: Link
Keywords: structural optimization, landing gear design, aerospace structures, derivative-free optimization -
Degree: Master's in Aerospace Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: Bernardo Augusto Nogueira Castro e Sousa (161045)
Thesis Title: Analysis and Optimization of Composite Structures Subject to Energy Absorption Criteria
Supervisor: J.F.A. Madeira
Defense Date: December 12, 2018
Thesis link: Link
Keywords: composite optimization, energy absorption, multi-objective optimization, structural crashworthiness -
Degree: Master's in Aerospace Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: José Maria Pinto Basto Cyrne de Castro
Thesis Title: Design and Multi-objective Optimization of a Composite Impact Attenuator for a Formula Student Car
Supervisor: J.F.A. Madeira
Defense Date: November 28, 2018
Thesis link: Link
Keywords: multi-objective optimization, composite impact attenuator, crashworthiness, DMS algorithm -
Degree: Master's in Aerospace Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: Pedro Simão De Assunção Caldeira (169577)
Thesis Title: Multi-Objective Topology Optimization for Bi-dimensional Structures
Supervisor: J.F.A. Madeira
Defense Date: November 27, 2018
Thesis link: Link
Keywords: multi-objective topology optimization, structural design, genetic algorithms, Pareto front -
Degree: Master's in Mechanical Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: João Francisco Matos Alves Ferreira (178634)
Thesis Title: Structural Analysis and Optimization of a UAV Wing
Supervisor: J.F.A. Madeira
Defense Date: November 16, 2018
Thesis link: Link
Keywords: structural optimization, UAV wing design, composite structures, aeronautical engineering -
Degree: Master's in Aerospace Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: Pedro Manuel Lopes dos Santos (81369)
Thesis Title: Design and Optimization of the Morphing Wing Tip Structure
Supervisor: J.F.A. Madeira
Defense Date: December 20, 2017
Thesis link: Link
Keywords: shape optimization, morphing wing, aeroelastic design, structural optimization -
Degree: Master's in Mechanical Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: André Miguel Almeida Santos (173437)
Thesis Title: Dynamic Analysis and Design of Impact Attenuator Structures for a Formula Student Prototype
Supervisor: J.F.A. Madeira
Defense Date: June 26, 2017
Thesis link: Link
Keywords: dynamic analysis, impact attenuator design, structural optimization, Formula Student -
Degree: Master's in Mechanical Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: Ricardo Miguel Graça Aquino Vieira (171009)
Thesis Title: High-Speed Train Pantograph Models Identification
Supervisor: J.F.A. Madeira
Defense Date: December 20, 2016
Thesis link: Link
Keywords: system identification, parameter optimization, high-speed rail, dynamic modeling -
Degree: Master's in Aerospace Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: José Miguel Candeias Santos Mareco (170816)
Thesis Title: Optimization of Reinforcements in Flat Panels with Standard Beams Using Discrete Optimization Methods for Stiffness Criteria
Supervisor: J.F.A. Madeira
Defense Date: July 06, 2016
Thesis link: Link
Keywords: discrete optimization, structural reinforcement, stiffness optimization, combinatorial Decision Sciences -
Degree: Master's in Aerospace Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: Iúri Marcelo Pinheiro Figueiredo (167606)
Thesis Title: Prediction of Mechanical Behavior and Optimization of Hybrid Composite Material Plates
Supervisor: J.F.A. Madeira
Defense Date: June 27, 2016
Thesis link: Link
Keywords: multi-objective optimization, hybrid composites, mechanical behavior prediction, material design -
Degree: Master's in Aerospace Engineering
Institution: Instituto Superior Técnico, University of Lisbon
Name: Diogo André Baltazar Gonçalves Domingues (169395)
Thesis Title: Composite Optimization of Gearbox Casing used in LMP1 Race Car Under Service and FIA Regulation Load Cases
Supervisor: J.F.A. Madeira
Defense Date: November 20, 2015
Thesis link: Link
Keywords: composite optimization, constrained optimization, motorsport engineering, multi-objective structural design
Master Student Supervision (ISEL)
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Degree: Master's in Applied Mathematics for Industry (MMATE)
Institution: ISEL, Instituto Politécnico de Lisboa
Company: Tecmic S.A.
Name: Catarina Jin
Thesis Title: Public Transport Vehicle Allocation Planning
Supervisor: J.F.A. Madeira
DS Problem: Vehicle-to-route allocation in public transport networks; optimization-based decision support tools for fleet planning
Defense Date: November 19, 2024
Keywords: vehicle allocation, public transport optimization, mixed-integer programming, fleet planning, Decision Sciences
Applied Decision Sciences — Internships & Projects (ISEL)
Undergraduate internships and projects in collaboration with industry partners, addressing real-world Decision Sciences and Operations Research problems including vehicle routing, fleet management, scheduling, demand forecasting, and logistics optimization.
Ongoing
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Student: Diogo Baltazar
Designation: Internship — LMATE, ISEL/IPL
Company: Tecmic S.A.
Title: Multi-Objective Optimization of Public Transport Driver Scheduling Using Direct Search Methods
Supervisor: J.F.A. Madeira
DS Problem: Multi-objective operational optimization of driver-trip assignment balancing workload equity, service coverage, and operational cost
Status: Ongoing (2026/02 – 2026/10)
Defended
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Student: Rodrigo Macau
Designation: Internship — LMATE, ISEL/IPL
Company: Tecmic S.A.
Title: Multi-Objective Optimization of Public Transport Service Allocation
Supervisor: J.F.A. Madeira
DS Problem: Multi-objective vehicle-to-route allocation in public transport
Defense Date: February 2, 2026 -
Student: Gonçalo Seabra Lourenço Perdigão dos Santos
Designation: Internship — LMATE, ISEL/IPL
Company: Tecmic S.A.
Title: Public Transport Vehicle Allocation Planning
Supervisor: J.F.A. Madeira
DS Problem: Optimal allocation of public transport vehicles to routes using mathematical optimization and mixed-integer programming
Defense Date: July 23, 2025 -
Student: David da Silva Cunha
Designation: Internship — LMATE, ISEL/IPL
Company: Politejo
Title: Weekly Demand Forecasting Models for Operational Planning
Supervisor: J.F.A. Madeira
DS Problem: Demand forecasting under uncertainty; statistical and ML models for inventory management and resource allocation
Defense Date: July 22, 2025 -
Student: Margarida Costa
Designation: Internship — LMATE, ISEL/IPL
Company: Tecmic S.A.
Title: Dynamic Service Allocation for Public Transport Driver Scheduling
Supervisor: J.F.A. Madeira
DS Problem: Operational optimization of driver-trip assignment using mathematical programming and real-time service allocation
Defense Date: 2024 -
Student: João Rolo Santos
Designation: Internship — LMATE, ISEL/IPL
Company: Tecmic S.A.
Title: Optimization of Transport Service Allocation
Supervisor: J.F.A. Madeira
DS Problem: Optimal assignment of transport services integrating scheduling constraints, capacity limitations, and cost minimization
Defense Date: July 2022 (grade: 17/20) -
Student: Mafalda Silva
Designation: Internship — LMATE, ISEL/IPL
Company: Lusíadas Saúde
Title: Route Optimization for Medicine and Consumable Distribution
Supervisor: J.F.A. Madeira
DS Problem: Vehicle Routing Problem (VRP) in healthcare logistics; optimization of hospital distribution circuits
Defense Date: July 2022 (grade: 16/20) -
Student: Jhonata Oliveira
Designation: Internship — LMATE, ISEL/IPL
Company: Tecmic S.A.
Title: Departure and Arrival Time Estimation for Public Transport
Supervisor: J.F.A. Madeira
DS Problem: Predictive analytics for transport operations; ML models for real-time estimation integrated into fleet management DSS
Defense Date: July 2022 (grade: 17/20) -
Student: Rafaela Oliveira
Designation: Internship — LMATE, ISEL/IPL
Company: Café Delta
Title: Forecasting Tool for Coffee Stock Management during the Pandemic
Supervisor: J.F.A. Madeira
DS Problem: Inventory forecasting under uncertainty; Decision Support System for coffee stock management during COVID-19
Defense Date: July 2021 (grade: 18/20) -
Student: Ricardo Melo
Designation: Internship — LMATE, ISEL/IPL
Company: Câmara Municipal de Lisboa (CML)
Title: Analysis of Lisbon Rental Market through Online Platforms
Supervisor: J.F.A. Madeira
DS Problem: Data-driven analytics for urban policy decision support; evidence-based insights for housing policy
Defense Date: July 2021 (grade: 20/20) -
Student: Tomás Malaca
Designation: Internship — LMATE, ISEL/IPL
Company: CTT — Correios de Portugal
Title: Tool to Support the Sizing of Distribution Rounds
Supervisor: J.F.A. Madeira
DS Problem: VRP for last-mile postal logistics; distribution round sizing Decision Support Tool
Defense Date: July 2021 (grade: 17/20) -
Student: Rui Paulo Moutinho Monteiro Manso Ribeiro
Designation: Internship — LMATE, ISEL/IPL
Company: Infraestruturas de Portugal
Title: Creation of Python Scripts for Performing Calculations on Geometric Networks and Application of Graph Theory
Supervisor: J.F.A. Madeira
DS Problem: Graph theory and network optimization for transport infrastructure
Defense Date: July 2020 -
Student: Ana Sofia Pereira Grácio
Designation: Internship — LMATE, ISEL/IPL
Company: CML / EMEL
Title: Optimization of Gira Bike-Sharing Rebalancing
Supervisor: J.F.A. Madeira
DS Problem: Vehicle Routing Problem (VRP) variant for bike-sharing rebalancing; demand prediction and station capacity constraints
Defense Date: July 2020 -
Student: Mariana Raposo Ferreira Mota (25398)
Designation: Internship — LMATE, ISEL/IPL
Company: Exide Technologies, Lda
Title: Optimization of Battery Charging Table Capacity
Supervisor: J.F.A. Madeira
DS Problem: Production scheduling optimization; combinatorial optimization for charging slot assignment
Defense Date: July 2019 -
Designation: Internship — LMATE, ISEL/IPL
Company: Closer Consulting / CML
Title: Smart City Mobility Analytics and Optimization (Municipality of Lisbon)
Supervisor: J.F.A. Madeira
DS Problem: Urban mobility optimization; data-driven models for route optimization, demand prediction, and mobility pattern analysis
Defense Date: 2018 -
Students: Lourenço Palma (40669) and Miguel Garrido (40685)
Designation: Final Project — Computer Engineering, ISEL/IPL
Title: Determination of Routes for Vehicles in Problems with Time Windows
Supervisor: J.F.A. Madeira
DS Problem: Vehicle Routing Problem with Time Windows (VRPTW)
Defense Date: June 2017