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SAMUEL DE OLIVEIRA MONIZ. Completed the Doutoramento in Leaders for Technical Industries in 2014 by Universidade do Porto Faculdade de Engenharia, Licenciatura in Electrical and Computers Engineering in 2005 by Universidade do Porto Faculdade de Engenharia and Bacharelato in Bachelor in Electrical Engineering in 2003 by Instituto Politécnico de Leiria. Is Assistant Professor in Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Science and Technology Management in Associação Portuguesa de Investigação Operacional, Researcher in Universidade de Coimbra Centro de Engenharia Mecânica Materiais e Processos and Coordinator of the Bachelor's Degree in Industrial and Management Engineering in Universidade de Coimbra. Published 14 articles in journals. Has 7 section(s) of books. Supervised 5 PhD thesis(es) e co-supervised 1. Supervised 11 MSc dissertation(s) e co-supervised 8. Has received 7 awards and/or honors. Participates and/or participated as Principal investigator in 3 project(s) and Researcher in 8 project(s). Works in the area(s) of Engineering and Technology. In their professional activities interacted with 93 collaborator(s) co-authorship of scientific papers. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Outras ciências da engenharia e tecnologias; Other engineering and technologies; Ciências da engenharia e tecnologias::Outras ciências da engenharia e tecnologias; Engineering and technology::Other engineering and technologies; logistics and supply chain; plant and process design; production planning; scheduling; operations research; simulation-optimization; .
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Identification

Personal identification

Full name
SAMUEL DE OLIVEIRA MONIZ

Citation names

  • MONIZ, SAMUEL

Author identifiers

Ciência ID
A710-D99B-6C3F
ORCID iD
0000-0002-7813-4514
Google Scholar ID
GxIZ8RYAAAAJ
Researcher Id
K-4255-2013
Scopus Author Id
16175756800

Email addresses

  • samuel.moniz@dem.uc.pt (Professional)

Telephones

Telephone
  • 239790712 (Professional)

Addresses

  • Faculdade de Ciências e Tecnologia da Universidade de Coimbra, 3030-788, Coimbra, Coimbra, Portugal (Professional)

Websites

Knowledge fields

  • Engineering and Technology

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Education
Degree Classification
2014
Concluded
 Leaders for Technical Industries (Doutoramento)
Universidade do Porto Faculdade de Engenharia, Portugal
"Scheduling of Multipurpose Batch Plants - Towards the Development of a Decision-Making Tool for the Chemical-Pharmaceutical Industry" (THESIS/DISSERTATION)
 Approved with distinction
2005
Concluded
 Electrical and Computers Engineering (Licenciatura)
Major in Automation
Universidade do Porto Faculdade de Engenharia, Portugal
"Avaliação de estratégias para escalonamento da produção" (THESIS/DISSERTATION)
2003
Concluded
 Bachelor in Electrical Engineering (Bacharelato)
Instituto Politécnico de Leiria, Portugal
"Automação e controlo de linha de preparação de matérias primas" (THESIS/DISSERTATION)
Affiliation

Science

Category
Host institution 		Employer
2020/02 - Current Science and Technology Management Associação Portuguesa de Investigação Operacional, Portugal
Associação Portuguesa de Investigação Operacional, Portugal
2018 - Current Researcher (Research) Universidade de Coimbra Centro de Engenharia Mecânica Materiais e Processos, Portugal
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2014/04/04 - 2018/08/31 Contracted Researcher (Research) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems, Portugal
2013 - 2013 Researcher (Research) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2012/02/01 - 2012/06/30 Visiting Researcher (Research) Massachusetts Institute of Technology, United States
2006/01/02 - 2007/06/29 Science and Technology Management Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2018/09/01 - Current Assistant Professor (University Teacher) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2015/09/01 - 2018/08/31 Invited Assistant Professor (University Teacher) Universidade do Porto Faculdade de Engenharia, Portugal
2015/02/01 - 2018/08/31 Invited Adjunct Teacher (Polytechnic Teacher) Instituto Politecnico do Porto Escola Superior de Tecnologia e Gestão, Portugal
2014/02/03 - 2014/09/15 Invited Adjunct Teacher (Polytechnic Teacher) Instituto Politécnico de Viana do Castelo Escola Superior de Ciências Empresariais, Portugal

Positions / Appointments

Category
Host institution 		Employer
2020/02/01 - Current Coordinator of the Bachelor's Degree in Industrial and Management Engineering Universidade de Coimbra, Portugal
Universidade de Coimbra, Portugal

Others

Category
Host institution 		Employer
2007/07/02 - 2009/10/30 Healthcare Integration Consultant Healthcare integration consultant for customers located in Portugal, USA and Netherlands. Functional and technical analysis and development of interfaces for complex ALERT Life Sciences Computing S.A, Portugal
2005/08/01 - 2005/12/16 Traineeship in Biomedical Engineering Research and development of electronic devices and software for several projects in the bio-medical aerospace field. Pontifícia Universidade Católica do Rio Grande do Sul, Brazil
2005/01/03 - 2005/07/29 Traineeship in Production Engineering Research in mathematic algorithms for addressing real-world planning and scheduling problems. Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems, Portugal
2002/09/01 - 2003/10/31 Production and Process Engineer Development, implementation and testing of automation projects. Technical support and maintenance Margon, Materiais e Revestimentos Modernos para Edificações,, Portugal
Projects

Grant

Designation Funders
2020/10/01 - 2024/09/30 PENELOPE - Closed-loop digital pipeline for a flexible and modular manufacturing of large components
958303
Researcher
Universidade de Coimbra Centro de Engenharia Mecânica Materiais e Processos, Portugal
 EU Framework Programme for Research and Innovation ICT Leadership in Enabling and Industrial Technologies
Ongoing

Contract

Designation Funders
2020 - Current PRODUTECH4S&C
46102
Researcher
Universidade de Coimbra Centro de Engenharia Mecânica Materiais e Processos, Portugal
 Agência Nacional de Inovação SA
Ongoing
2020 - Current Introducing 3D Printing into the Production Chain: Modeling the Effects and Providing Guidance Using Data Analysis and Advanced Modeling
N/A
Principal investigator
Universidade de Coimbra Centro de Engenharia Mecânica Materiais e Processos, Portugal

Massachusetts Institute of Technology, United States
Fundação para a Ciência e a Tecnologia
Ongoing
2015 - Current DM4Manufacturing: Aligning Manufacturing Decision Making with Advanced Manufacturing Technologies
POCI-01-0145-FEDER-016418
Researcher
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems, Portugal

Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
Ongoing
2021/03/29 - 2024/03/28 FuturePharma - Pharmaceutical supply chain of the future
PTDC/EME-SIS/6019/2020
Principal investigator
Universidade de Coimbra Centro de Engenharia Mecânica Materiais e Processos, Portugal
 Associação para a Inovação e Desenvolvimento da FCT
Ongoing
2017 - 2018 FASTEN - Flexible and Autonomous Manufacturing Systems for Custom-Designed Products
777096
Principal investigator
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems, Portugal
EU Framework Programme for Research and Innovation ICT Leadership in Enabling and Industrial Technologies
Ongoing
2017 - 2018 SCALABLE 4.0 - Scalable automation for flexible production systems
723658
Researcher
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems, Portugal
Concluded
2015 - 2018 TEC4Growth iMAN - Intelligence for advanced Manufacturing systems
NORTE-01- 0145-FEDER-000020
Researcher
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems, Portugal
Ongoing
2015 - 2018 MANTIS - Cyber Physical System based Proactive Collaborative Maintenance
662189
Researcher
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems, Portugal
Concluded
2014 - 2016 FOCUS - Advances in Forestry Automation and Control Systems in Europe
604286
Researcher
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems, Portugal
Concluded
2014 - 2015 MOFSS - Make to Order Fast and Smart Scheduler
MANUNET
Researcher
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems, Portugal
Concluded
Outputs

Publications

Book chapter
  1. Catarina Bessa; Raquel Duque; Alexandre Jesus; Cristóvão Silva; Lukas Eberle; Samuel Moniz. "Capacity Allocation Incorporating Market Equity Concerns: A Pharmaceutical Supply Chain Case Study". 37-51. Springer International Publishing, 2023.
    10.1007/978-3-031-20788-4_3
  2. Márcia Dias; Nuno Lourenço; Cristóvão Silva; Samuel Moniz. "The Break Point: A Machine Learning Approach to Web Breaks in Paper Mills". 73-85. Springer International Publishing, 2023.
    10.1007/978-3-031-20788-4_5
  3. Paulo Nascimento; Cristóvão Silva; Stefanie Mueller; Samuel Moniz. "Nesting and Scheduling for Additive Manufacturing: An Approach Considering Order Due Dates". 117-128. Springer International Publishing, 2023.
    10.1007/978-3-031-20788-4_8
  4. Miguel Vieira Fábio Coelho; Cátia da Silva; Bruna Mota; Joana Guapo; Rodrigo Macedo; Bruno Gonçalves; Samuel Moniz; et al. "Towards an Integrated Decision-Support Framework for the New Generation of Manufacturing Systems". In Congress of the Portuguese Association of Operational Research. 2021.
  5. Marques, C.M.; Moniz, S.; de Sousa, J.P.. "Challenges in Decision-Making Modelling for New Product Development in the Pharmaceutical Industry". 1411-1416. 2019.
    10.1016/B978-0-12-818634-3.50236-8
  6. Vieira, M.; Moniz, S.; Gonçalves, B.; Pinto-Varela, T.; Barbosa-Póvoa, A.P.. "Integrating Simulation and Optimization for Process Planning and Scheduling Problems". 1441-1446. 2019.
    10.1016/B978-0-12-818634-3.50241-1
  7. Moniz, S.; Barbosa-Póvoa, A.P.; De Sousa, J.P.. "Recent trends and challenges in planning and scheduling of chemical-pharmaceutical plants". 2015.
    10.1007/978-3-319-24154--8_15
Conference abstract
  1. Bessa Pereira, Catarina; Tânia Pinto-Varela ; Barbosa-Povoa, Ana; Silva, Cristóvão; MONIZ, SAMUEL. Corresponding author: Bessa Pereira, Catarina. "Understanding the dynamics of fairness in wholesale-retail price coordination". Paper presented in IO2024, Viseu, 2024.
    Published
  2. Arthur Correa; Jesus, Alexandre; Silva, Cristóvão; MONIZ, SAMUEL. Corresponding author: Arthur Correa. "Performance assessment of deep reinforcement learning extensions for flexible job shop scheduling". Paper presented in IO2024, Viseu, 2024.
    Accepted
  3. Ana Beatriz Rodrigues; MONIZ, SAMUEL; Silva, Cristóvão. "From theory to practice: optimizing production with operationa research in a learning factory". Viseu, 2024.
    Published
  4. Jesus, Alexandre; Arthur Correa; Marques, Catarina; Miguel A. Vieira; Silva, Cristóvão; MONIZ, SAMUEL. Corresponding author: Jesus, Alexandre. "Toward efficient scheduling with AI: Exploring Deep Q-Learning for the flexible job-shop problem". Paper presented in IO2024, Viseu, 2024.
    Published
  5. Vieira, Miguel; Guapo, Joana; MONIZ, SAMUEL; Pinto-Varela, Tânia; Barbosa-Póvoa, Ana Paula. "Simulation-Optimization framework for planning reconfigurable assembly lines". Paper presented in Computers and Industrial Engineering-CIE47, 2017.
Conference paper
  1. Vieira, M.; Coelho, F.; da Silva, C.; Mota, B.; Guapo, J.; Macedo, R.; Gonçalves, B.; et al. "Towards an Integrated Decision-Support Framework for the New Generation of Manufacturing Systems". 2021.
    10.1007/978-3-030-85476-8_14
  2. Caldas, N.; Sousa, J.P.D.; Alcalá, S.G.S.; Frazzon, E.; Moniz, S.. "A simulation approach for spare parts supply chain management". 2019.
  3. Basto, J.; Ferreira, J.S.; Alcalá, S.G.S.; Frazzon, E.; Moniz, S.. "Optimal design of additive manufacturing supply chains". 2019.
  4. Vieira, M.; Barbosa-Póvoa, A.P.; Moniz, S.; Pinto-Varela, T.. "Simulation-optimization approach for the decision-support on the planning and scheduling of automated assembly lines". 2018.
    10.1109/CONTROLO.2018.8514297
  5. Catarina M. Marques; Samuel Moniz; Jorge Pinho de Sousa; Ana Paula Barbosa-Póvoa; Marques, C.M.; Moniz, S.; de Sousa, J.P.; Barbosa-Póvoa, A.P.. "Recent trends and challenges in planning and scheduling of chemical-pharmaceutical plants". 2016.
    10.1016/b978-0-444-63428-3.50075-8
  6. Catarina M. Marques; MONIZ, SAMUEL; Jorge Pinho de Sousa; Ana Paula Barbosa-­Póvoa. Corresponding author: MONIZ, SAMUEL. "Optimization and Monte Carlo Simulation for Product Launch Planning under Uncertainty". Paper presented in 26th European Symposium on Computer Aided Process Engineering, 2016.
  7. Samuel Moniz; Ana Paula Barbosa-Póvoa; Jorge Pinho de Sousa; Moniz, S.; Barbosa-Póvoa, A.P.; de Sousa, J.P.. "Recent trends and challenges in planning and scheduling of chemical-pharmaceutical plants". 2015.
    10.1016/b978-0-444-63576-1.50005-4
  8. Samuel Moniz; Ana Paula Barbosa-Póvoa; Jorge Pinho de Sousa. "Recent trends and challenges in planning and scheduling of chemical-pharmaceutical plants". 2015.
    10.1007/978-3-319-24154-8_15
  9. MONIZ, SAMUEL; Ana Paula Barbosa-Póvoa; Jorge Pinho de Sousa. Corresponding author: MONIZ, SAMUEL. "On the complexity of production planning and scheduling in the pharmaceutical industry: the Delivery Trade-offs Matrix". Paper presented in 12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering, 2015.
  10. Sousa, C.; Soares, A.L.; Pereira, C.; Moniz, S.; Cristóvão Sousa; António Lucas Soares; Carla Pereira; Samuel Moniz. "Establishing conceptual commitments in the development of ontologies through competency questions and conceptual graphs". 2014.
    10.1007/978-3-662-45550-0_64
  11. Moniz, S.; Barbosa-Póvoa, A.P.; Sousa, J.P.. "Regular and non-regular production scheduling of multipurpose batch plants". 2012.
    10.1016/B978-0-444-59520-1.50012-9
  12. Dalmarco, G.; Colder, A.; Falcão, F.; De Azevedo, D.F.G.; Sarkar, S.; Evetts, S.; Moniz, S.; Russomano, T.. "Evaluation of external cardiac massage performance during hypogravity simulation". 2006.
    10.1109/IEMBS.2006.259444
Journal article
  1. Marcelo Pinto; Cristóvão Silva; Matthias Thürer; Samuel Moniz. "Nesting and scheduling optimization of additive manufacturing systems: Mapping the territory". Computers & Operations Research (2024): https://doi.org/10.1016/j.cor.2024.106592.
    10.1016/j.cor.2024.106592
  2. Paulo Nascimento; Silva, C.; C. Henggeler Antunes; Samuel Moniz. "Optimal decomposition approach for solving large nesting and scheduling problems of additive manufacturing systems". European Journal of Operational Research (2024): http://dx.doi.org/10.1016/j.ejor.2024.03.004.
    10.1016/j.ejor.2024.03.004
  3. Arthur Corrêa; Alexandre Jesus; Cristóvão Silva; Paulo Peças; Samuel Moniz. "Rainbow Versus Deep Q-Network: A Reinforcement Learning Comparison on The Flexible Job-Shop Problem". IFAC-PapersOnLine (2024): http://dx.doi.org/10.1016/j.ifacol.2024.09.176.
    10.1016/j.ifacol.2024.09.176
  4. João Maranha; Paulo Jorge Nascimento; Tomaz Alexandre Calcerano; Cristóvão Silva; Stefanie Mueller; Samuel Moniz. "A decision-support framework for selecting additive manufacturing technologies". Journal of Manufacturing Technology Management (2023): https://doi.org/10.1108/JMTM-02-2023-0047.
    10.1108/JMTM-02-2023-0047
  5. Miguel Vieira; Samuel Moniz; Bruno S. Gonçalves; Tânia Pinto-Varela; Ana Paula Barbosa-Póvoa; Pedro Neto. "A two-level optimisation-simulation method for production planning and scheduling: the industrial case of a human–robot collaborative assembly line". International Journal of Production Research (2021): https://doi.org/10.1080/00207543.2021.1906461.
    10.1080/00207543.2021.1906461
  6. Pedro Coelho; Ana Pinto; Samuel Moniz; Cristovão Silva. "Thirty Years of Flexible Job-Shop Scheduling: A Bibliometric Study". Procedia Computer Science 180 (2021): 787-796. https://doi.org/10.1016%2Fj.procs.2021.01.329.
    10.1016/j.procs.2021.01.329
  7. MONIZ, SAMUEL. "Decision-support challenges in the chemical-pharmaceutical industry: Findings and future research directions". Computers & Chemical Engineering (2020): http://dx.doi.org/10.1016/j.compchemeng.2019.106672.
    10.1016/j.compchemeng.2019.106672
  8. MONIZ, SAMUEL. "Hybrid optimisation approach for sequencing and assignment decision-making in reconfigurable assembly lines". IFAC-PapersOnLine (2019): http://dx.doi.org/10.1016/j.ifacol.2019.11.389.
    10.1016/j.ifacol.2019.11.389
  9. Catarina M. Marques; Samuel Moniz; Jorge Pinho de Sousa. "Strategic decision-making in the pharmaceutical industry: A unified decision-making framework". Computers & Chemical Engineering 119 (2018): 171-189. https://doi.org/10.1016/j.compchemeng.2018.09.010.
    10.1016/j.compchemeng.2018.09.010
  10. Miguel Vieira; Tânia Pinto-Varela; Samuel Moniz; Ana P. Barbosa-Póvoa; Lazaros G. Papageorgiou. "Optimal planning and campaign scheduling of biopharmaceutical processes using a continuous-time formulation". Computers & Chemical Engineering (2016): http://dx.doi.org/10.1016/j.compchemeng.2016.04.009.
    10.1016/j.compchemeng.2016.04.009
  11. Marques, C.M.; Moniz, S.; de Sousa, J.P.; Barbosa-Póvoa, A.P.. "A simulation-optimization approach to integrate process design and planning decisions under technical and market uncertainties: A case from the chemical-pharmaceutical industry". Computers and Chemical Engineering (2016): http://www.scopus.com/inward/record.url?eid=2-s2.0-85018647661&partnerID=MN8TOARS.
    10.1016/j.compchemeng.2017.04.008
  12. Samuel Moniz; Ana Paula Barbosa-Póvoa; Jorge Pinho de Sousa. "Simultaneous regular and non-regular production scheduling of multipurpose batch plants: A real chemical–pharmaceutical case study". Computers & Chemical Engineering 67 (2014): 83-102. http://dx.doi.org/10.1016/j.compchemeng.2014.03.017.
    10.1016/j.compchemeng.2014.03.017
  13. Moniz, S.; Barbosa-Póvoa, A.P.; De Sousa, J.P.; Duarte, P.. "Solution methodology for scheduling problems in batch plants". Industrial and Engineering Chemistry Research 53 49 (2014): 19265-19281. http://www.scopus.com/inward/record.url?eid=2-s2.0-84916624849&partnerID=MN8TOARS.
    10.1021/ie403129y
  14. Moniz, Samuel; Barbosa-Póvoa, Ana Paula; Pinho de Sousa, Jorge. "New General Discrete-Time Scheduling Model for Multipurpose Batch Plants". Industrial & Engineering Chemistry Research (2013): 131121143848004-131121143848004. http://dx.doi.org/10.1021/ie4021073.
    10.1021/ie4021073
Thesis / Dissertation
  1. Faculdade de Engenharia. "Scheduling of Multipurpose Batch Plants - Towards the Development of a Decision-Making Tool for the Chemical-Pharmaceutical Industry". PhD, 2014. http://hdl.handle.net/10216/72479.
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2021/09/01 - Current A fairer pharmaceutical supply chain: towards an optimisation framework for global network planning
Supervisor
 Phd in Mechanical Engineering (PhD)
Universidade de Coimbra, Portugal
2021/09/01 - Current Leveraging combinatorial optimisation for large-scale production planning and scheduling: towards efficient and autonomous decision support systems
Supervisor
 Phd in Mechanical Engineering (PhD)
Universidade de Coimbra, Portugal
2020 - Current Using large-scale optimization methods to drive digital transformation: models for introducing additive manufacturing processes into supply chains
Supervisor
 Doctoral Program in Mechanical Engineering (PhD) (PhD)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2020 - Current Data-driven approaches for risk modeling
Supervisor
 Doctoral Program in Mechanical Engineering (PhD) (PhD)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2019 - Current Immersive systems simulation
Supervisor
 Doctoral Program in Mechanical Engineering (PhD) (PhD)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2021/02/01 - 2021/07/31 Assessment of production planning strategies through simulation: A tissue paper mill case study
Supervisor
 Master in Industrial and Management Engineering (Master)
Universidade de Coimbra, Portugal
2021/02/01 - 2021/07/31 Scheduling of Polymer Additive Manufacturing Processes – a Systematic Literature Review and Theoretical Framework
Supervisor
 Master in Industrial and Management Engineering (Master)
Universidade de Coimbra, Portugal
2020 - 2020 Web breaks prediction models for the pulp and paper industry
Supervisor of Márcia Vanessa Pereira Dias
 Master in Industrial Engineering and Management (Master)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2020 - 2020 Development of a tool for automation and monitoring of performance indicators in production control processes
Supervisor
 Master in Industrial Engineering and Management (Master)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2020 - 2020 Lot sizing and scheduling on parallel production lines with product families in the paper industry
Supervisor of Paulo Jorge Rodrigues Nascimento
 Master in Industrial Engineering and Management (Master)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2019 - 2019 Lot-sizing and production planning in a plastic injection plant
Supervisor of Mariana Dias Cabaço Amaral
 Master Industrial Engineering and Management (Master)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2019 - 2019 Management of cutting tools in productive processes: selection and definition of the life cycle
Supervisor of António Benjamim da Silva Ferreira
 Master in Industrial Engineering and Management (Master)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2014 - 2019 Optimization-based approaches to augment the value of integrated decision-making in the chemical-pharmaceutical industry
Co-supervisor of Catarina Moreira Marques
 Leaders for Technological Industries (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018 Predicting vendors’ service level by meta learning and feature selection modeling
Supervisor
 Master Industrial Engineering and Management (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018 Framework to evaluate and improve E-commerce Efficiency in a Logistics Warehouse
Supervisor of Maria João Miranda do Couto Oliveira
 Master Industrial Engineering and Management (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018 Product-Service Systems in production and maintenance planning
Co-supervisor
 Master in Services Engineering and Management (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018 Abordagem híbrida de otimização/simulação para a gestão de cadeias de abastecimento flexíveis
Co-supervisor
 Master in Electrical and Computers Engineering (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2018 - 2018 Estratégias Híbridas de Machine Learning e Simulação para a Resolução de Problemas de Escalonamento
Co-supervisor of Romão Filipe Dias Santos
 Master in Electrical and Computers Engineering (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2017 Melhoria do Controlo Estatístico do Processo na Indústria Vidreira
Supervisor of Roberto António Gomes Oliveira
 Master in Industrial Engineering and Management (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2017 Definição de estratégias de aprovisionamento de matérias-primas em sistemas com elevada variabilidade
Supervisor of Pedro Rafael Gonçalves Peixoto
 Master in Industrial Engineering and Management (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2017 A cooperação homem-robot em sistemas de produção flexíveis e reconfiguráveis: contribuições para uma metodologia de desenho de linhas de produção
Co-supervisor of Flávia Xavier Moreira Daemon
 Master in Electrical and Computers Engineering (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2017 Otimização/Simulação em Sistemas Industriais
Co-supervisor
 Master in Electrical and Computers Engineering (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2017 Models for improvement management and operational performance
Co-supervisor of Pedro Rafael Dinis de Sousa Ferreira
 Master in Electrical and Computers Engineering (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2017 - 2017 Multimetodologia para a excelência operacional de sistemas logísticos
Co-supervisor
 Master in Electrical and Computers Engineering (Master)
Universidade do Porto Faculdade de Engenharia, Portugal
2016 - 2016 Optimization and Simulation of Manufacturing Systems
Co-supervisor
 Master in Electrical and Computers Engineering (Master)
Universidade do Porto Faculdade de Engenharia, Portugal

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2022/02/03 Towards Sustainable Product and Supply Chain Development in the Aerospace Industry
(Thesis) Arguer
 Nuno Falcão e Cunha (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2022/01/20 A simulation-based decision support tool for in-house logistics operations
(Thesis) Main arguer
 Fábio Coelho (PhD)
Universidade de Lisboa Centro de Estudos de Gestão, Portugal
2021/07/02 Leveraging Supplier Selection Within Supply Chain Management Under Uncertainty
(Thesis) Arguer
 Thomy Eko Saputro (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 Optimization-based approaches to augment the value of integrated decision-making in the chemical-pharmaceutical industry
Supervisor
 Catarina Moreira Marques (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 Reconfigurability and design of manufacturing systems
(Thesis) Arguer
 Isabela Maganha (PhD)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2019 Contributions for network design in urban freight distribution systems
(Thesis) Arguer
 Lucas Rebouças Guimarães (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 Multidimensional performance assessment for complex manufacturing environments
(Thesis) Main arguer
 Cátia Sofia Rodrigues Barbosa (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal
2019 CFD-based tool to support CNT synthesis via CVD
(Thesis) Arguer
 Carlos José Fortunas Teixeira (PhD)
Universidade do Minho, Portugal
2017 Flexible and Reconfigurable Layouts in Complex Multi-Facility Manufacturing Systems
(Thesis) Main arguer
 Maria Manuela Pereira Alves Azevedo (PhD)
Universidade do Porto Faculdade de Engenharia, Portugal

Association member

Society Organization name Role
2020 - Current Associação Portuguesa de Investigação Operacional Vice-President

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2021/09/01 - Current Introduction to Management (Licenciatura) Universidade de Coimbra, Portugal
2020/09/01 - Current Communicating with Data (Mestrado) Universidade de Coimbra, Portugal
2018/09/01 - Current Simulation of Operations (Mestrado) Universidade de Coimbra, Portugal

Evaluation committee

Activity description
Role 		Institution / Organization Funding entity
2018/10/01 - Current Avaliador de projetos no âmbito do regime contratual de investimento (RCI), geridos pela AICEP - Agência para o Investimento e Comércio Externo de Portugal, E. P. e, cuja avaliação técnico-científica é da responsabilidade da Agência Nacional de Inovação, S.A. (ANI)
Evaluator
 Agência Nacional de Inovação SA, Portugal Agência Nacional de Inovação SA
Distinctions

Award

2023 Simio Student Simulation Competition (First Place)
2022 Best Poster IO2021
Associação Portuguesa de Investigação Operacional, Portugal
2021 Simio Student Simulation Competition (semi-finalist)
2020 Simio Student Simulation Competition (4rd place)
2019 Simio Student Simulation Competition (3rd place)
2019 Finalist in the EUREKATHON Student Competition (students team)

Other distinction

2009 PhD Fellowship
Fundação para a Ciência e a Tecnologia, Portugal