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Luís Miguel da Silva Dias completed his Ph.D. in Production Engineering and Systems in 2005, Master's in Computer Science in 1997, and Bachelor's in Systems Engineering and Informatics in 1993 at the University of Minho. He is an Assistant Professor at the University of Minho. He has published dozens of articles in specialized journals and contributed to numerous book chapters. He has served as Co-Principal Investigator in several funded projects. His research focuses on using simulation in industrial problems, particularly within the scope of Industry 4.0, with Digital Twins. SELECTED PUBLICATIONS: Assessment of Alternative Quality Control Plans in Dynamic Contexts: A Simulation Approach. Lecture Notes in Mechanical Engineering. Elsevier. 2023, Pages 443-450. DOI: 10.1007/978-3-031-38165-2_52. Activity based simulation – A modeling tool for new teaching-learning strategies. Journal of Simulation. Volume 17, Issue 4, 2023, Pages 499-508. DOI: 10.1080/17477778.2022.2032431. Assigning Products in a Vertical Lift Module Supermarket to Supply Production Lines. In: Innovative Intelligent Industrial Production and Logistics. IN4PL 2023. Part of the Communications in Computer and Information Science book series (CCIS,volume 1886). Springer. DOI: 10.1007/978-3-031-49339-3_12. Evaluating the Make-to-Order Performance of Production Control Systems in a Re-Entrant Flow Shop. In book: Smart and Sustainable Manufacturing Systems for Industry 4.0 (pp.119-127). CRC Press, 2022. DOI: 10.1201/9781003123866-6. Supply Chain Data Integration: A Literature Review. Journal of Industrial Information Integration. Elsevier, 2020. 10.1016/j.jii.2020.100161. “Setting an industry 4.0 research and development agenda for simulation – A literature review,” International Journal of Simulation Modelling, vol. 17, no. 3, pp. 377–390, 2018. 10.2507/IJSIMM17(3)429. “Simulation of an automotive supply chain using big data,” Computers and Industrial Engineering, vol. 137, p. 106033, Nov. 2019. FUNDED PROJECTS: Planeamento e Gestão de Atividades do Sistema de Incentivos da ANI. 2022-2025 / Co-Principal Investigator (Co-PI) Advanced Decision Making in productive systems through Intelligent Networks (ADM.IN). 2020-2023 / Co-Principal Investigator (Co-PI) POCI-01-0247-FEDER-055087 (1.4M€) UH4SP - Unified Hub for Smart Plants. 2016-2018 / Co-Principal Investigator (Co-PI) POCI-01-0247-FEDER-017871 (924K€) INNOVCAR (Innovative Car Human Machine Interface). 2015-2018 / Co-Principal Investigator (Co-PI) POCI-01-0247-FEDER-002797 (33M€) iFACTORY – 2012-2014 Investigator – (9246K€) Founding member of the Portuguese and Brazilian Simulation Association (APBS). MOST FREQUENT TERMS in Ciência Vitae: Discrete Event Simulation; Computer simulation; Computer Science; Industrial Engineering research; Automatic generated simulation models; Modelling; Activity Cycle Diagrams; Visual modelling language; Process modelling; Traffic Intersections with pre-signals; simulation optimization. Big Data Warehouse; Industry 4.0; Simio; Arena; OptQuest. Quality assurance; Quality costs; Control methods; Cost of quality; Inspection; Maintenance float systems; preventive maintenance. Production Systems Planning and Design; Manufacturing process; Production system design; Automatic generated layouts; CAD and Simulation; Layout Optimization; Pull production; Integrated Systems Design; Just-in-time; AGV; Kanban system; Milk run system; Production control; GPOLCA; GKS; make-to-order. Genetic algorithm; Evolutionary algorithm; Metaheuristics; Optimization; Scheduling; Internal logistic; Routing problems; Team Orienteering Problem; Job shop scheduling. Project management; Project-based learning; Multidisciplinary intensive courses; Engineering education. Cost analysis.
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Identification

Personal identification

Full name
Luís Dias

Citation names

  • Dias, Luís
  • Luis Dias
  • Luis S Dias
  • Luis M S Dias

Author identifiers

Ciência ID
591C-08F3-6162
ORCID iD
0000-0003-1991-4892

Telephones

Mobile phone
  • 934774014 (Personal)
Telephone
  • 253604764 (Professional)

Addresses

  • Departamento de Produção e Sistemas, Universidade do Minho, Campus de Gualtar, 4710-057, Braga, Braga, Portugal (Professional)

Knowledge fields

  • Engineering and Technology

Languages

Language Speaking Reading Writing Listening Peer-review
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1) Proficiency (C2)
French Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Intermediate (B1)
Spanish; Castilian Proficiency (C2) Proficiency (C2) Advanced (C1) Proficiency (C2) Advanced (C1)
Portuguese (Mother tongue)
Education
Degree Classification
2005/12/30
Concluded
 Engenharia de Produção e Sistemas (Doutoramento)
Major in Especialidade: Investigação Operacional - Simulação
Universidade do Minho, Portugal
"Modelação Automática Interactiva de Simulação" (THESIS/DISSERTATION)
1993 - 1997
Concluded
 Mestrado em Informática (Mestrado)
Major in Sistemas Operativos Disrtibuídos, Comunicação por Computador e Arquiteturas Avançadas
Universidade do Minho, Portugal
"Dissertação em Linguagens Visuais de Programação, Paradigmas e Ambientes" (THESIS/DISSERTATION)
 Muito Bom
1988 - 1993
Concluded
 Licenciatura em Engenharia de Sistemas e Informática (Licenciatura)
Universidade do Minho, Portugal
 15
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2005/12/29 - Current Assistant Professor (University Teacher) Universidade do Minho, Portugal

Positions / Appointments

Category
Host institution 		Employer
2013 - 2014 Coordenação de grupo de investigação - ESPI - DPS Universidade do Minho, Portugal
Projects

Contract

Designation Funders
2022/01/01 - 2025/12/31 PRODUTECH R3 – C645808870-00000067, nº 60
C645808870-00000067
Co-Principal Investigator (Co-PI)
Universidade do Minho Centro ALGORITMI, Portugal

Centro de Computação Gráfica, Portugal
Agência para a Competitividade e Inovação IP
Ongoing
2023 - 2025 Planeamento e Gestão de Atividades do Sistema de Incentivos da ANI
nd
Co-Principal Investigator (Co-PI)
Universidade do Minho, Portugal
 Agência Nacional de Inovação SA
Ongoing
2020 - 2023 Advanced Decision Making in productive systems through Intelligent Networks (ADM.IN)
POCI-01-0247-FEDER-055087
Co-Principal Investigator (Co-PI)
Agência Nacional de Inovação SA
Concluded
2015 - 2019 INNOVCAR (Innovative Car Human Machine Interface)
POCI-01-0247-FEDER-002797
Co-Principal Investigator (Co-PI)
Universidade do Minho, Portugal
 Agência Nacional de Inovação SA
Concluded
2016 - 2018 UH4SP - Unified Hub for Smart Plants
POCI-01-0247-FEDER-017871
Co-Principal Investigator (Co-PI)
Universidade do Minho, Portugal

Universidade do Minho Centro ALGORITMI, Portugal
Agência Nacional de Inovação SA
Concluded
2012/05/01 - 2015/09/30 GATOP - Algoritmos Geneticos para o Problema de Orientação de Equipas
PTDC/EME-GIN/120761/2010
Universidade do Minho, Portugal

Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2011/01/01 - 2013/12/31 Projecto Estratégico - UI 319 - 2011-2012
PEst-C/EEI/UI0319/2011
Universidade do Minho, Portugal

Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Book
  1. Mesquita, C.; Vieira, A.A.C.; Dias, L.; Pereira, G.B.; Oliveira, J.A.. On the Integration of Industrial Data and Analysis with Simulation in a Company of the Cork Sector. 2021.
    10.1007/978-3-030-86976-2_20
  2. Vieira, A.A.C.; Pedro, L.; Santos, M.Y.; Fernandes, J.M.; Dias, L.S.. Data requirements elicitation in big data warehousing. 2019.
    10.1007/978-3-030-11395-7_10
  3. Vieira, A.A.C.; Dias, L.M.S.; Santos, M.Y.; Pereira, G.A.B.; Oliveira, J.A.. Supply Chain Simulation in a Big Data Context: Risks and Uncertainty Analysis. 2019.
    10.1007/978-3-030-24289-3_60
  4. Oliveira, J.A.; Ferreira, J.; Figueiredo, M.; Dias, L.S.; Pereira, G.A.B.. Genetic algorithms for the non emergency patients transport service. 2019.
    10.1007/978-3-030-00612-9_9
  5. Vieira, A.A.C.; Dias, L.M.S.; Pereira, G.A.B.; Oliveira, J.A.. Agent-based simulation to assess the performance of intersections with pre-signals: Comparison with roundabouts. 2017.
    10.1007/978-3-319-68496-3_36
  6. Henriques, M.; Vieira, A.A.C.; Dias, L.M.S.; Pereira, G.A.B.; Oliveira, J.A.. Impact of dwell time on vertical transportation through discrete simulation in SIMIO. 2016.
    10.1007/978-3-319-44896-1_27
  7. Gomes, C.; Ribeiro, A.; Freitas, J.; Dias, L.; Pereira, G.; Vieira, A.; Fernandes, N.O.; Carmo-Silva, S.. Improving production logistics through materials flow control and lot splitting. 2016.
    10.1007/978-3-319-44896-1_29
  8. Rocha, F.; Silva, E.; Lopes, Â.; Dias, L.; Pereira, G.; Fernandes, N.O.; Carmo-Silva, S.. Materials flow control in hybrid make-to-stock/make-to-order manufacturing. 2015.
    10.1007/978-3-319-24264-4_38
  9. Oliveira, J.A.; Ferreira, J.; Dias, L.; Figueiredo, M.; Pereira, G.. The non-emergency patient transport modelled as a team orienteering problem. 2015.
    10.1007/978-3-319-27680-9_10
  10. Ferreira, J.; Quintas, A.; Oliveira, J.A.; Pereira, G.A.B.; Dias, L.. Solving the team orienteering problem: Developing a solution tool using a genetic algorithm approach. 2014.
    10.1007/978-3-319-00930-8_32
  11. Oliveira, J.A.; Ferreira, J.; Pereira, G.A.B.; Dias, L.S.. An improved evolutionary algorithm to sequence operations on an ASRS warehouse. 2014.
    10.1007/978-3-319-00930-8_9
  12. Vieira, A.; Dias, L.S.; Pereira, G.B.; Oliveira, J.A.. Micro simulation to evaluate the impact of introducing pre-signals in traffic intersections. 2014.
    10.1007/978-3-319-09153-2_54
  13. Mota, G.; Abreu, M.; Quintas, A.; Ferreira, J.; Dias, L.S.; Pereira, G.A.B.; Oliveira, J.A.. A genetic algorithm for the TOPdTW at operating rooms. 2013.
    10.1007/978-3-642-39637-3_25
  14. Mota, G.; Abreu, M.; Quintas, A.; Ferreira, J.; Dias, L.S.; Pereira, G.A.B.; Oliveira, J.A.. A genetic algorithm for the TOPdTW at operating rooms. 2013.
    10.1007/978-3-642-39637-3-25
  15. Figueiredo, J.; Oliveira, J.A.; Dias, L.; Pereira, G.A.B.. A genetic algorithm for the job shop on an ASRS warehouse. 2012.
    10.1007/978-3-642-31137-6_10
Book chapter
  1. Araújo, Ana; Pires, Margarida; Pereira, Maria; Ribeiro, Sónia; Varela, Leonilde; Henriques, Marcelo; Dias, Luís; et al. "Evaluating the Make-to-Order Performance of Production Control Systems in a Re-Entrant Flow Shop". 119-127. 2022.
    10.1201/9781003123866-6
Conference paper
  1. Luis Dias; BORGES, DENISA. "The coexistence of commercial and open-source simulation solutions in the Digital Twin era". Paper presented in 36th European Modeling & Simulation Symposium, Tenerife, 2024.
    Published
  2. Dias, L.S.; Nunes, E.P.; Sousa, S.D.. "Quality Cost of 100% Inspection on Manufacturing Processes: Advantages of using a Simulation Approach". 2022.
    10.1109/IEEM55944.2022.9989837
  3. Fernandes, A.S.; Oliveira, C.M.; Costa, H.M.; Coelho, J.M.; Varela, L.R.; Henriques, M.; Dias, L.; et al. "Evaluating the effects of inventory stockouts in the performance of production control systems". 2021.
    10.1016/j.promfg.2021.10.057
  4. Vieira, A.A.C.; Dias, L.; Santos, M.Y.; Pereira, G.A.B.; Oliveira, J.. "Are simulation tools ready for big data? Computational experiments with supply chain models developed in Simio". 2020.
    10.1016/j.promfg.2020.02.093
  5. Vieira, A.A.C.; Dias, L.; Santos, M.Y.; Pereira, G.A.B.; Oliveira, J.. "Supply chain risk management: An interactive simulation model in a big data context". 2020.
    10.1016/j.promfg.2020.02.035
  6. Vieira, A.A.C.; Dias, L.; Santos, M.Y.; Pereira, G.A.B.; Oliveira, J.. "Bypassing data issues of a supply chain simulation model in a big data context". 2020.
    10.1016/j.promfg.2020.02.033
  7. Vieira, A.A.C.; Guilherme, E.; Oliveira, J.A.; Dias, L.M.S.; Pereira, G.A.B.. "Combining simulation and optimization models on a production line problem: A case study". 2019.
  8. Vieira, A.A.C.; Dias, L.M.S.; Santos, M.Y.; Pereira, G.A.B.; Oliveira, J.A.. "A ranking of the most known freeware and open source discrete-event simulation tools". 2019.
  9. Vieira, A.A.C.; Dias, L.M.S.; Pereira, G.A.B.; Oliveira, J.A.. "A novel application of pre-signals to improve the performance of signalized intersections: Evaluation through simulation". 2019.
  10. Vieira, A.A.C.; Dias, L.M.S.; Santos, M.Y.; Pereira, G.A.B.; Oliveira, J.A.. "Real-Time Supply Chain Simulation: A Big Data-Driven Approach". 2019.
    10.1109/WSC40007.2019.9004717
  11. Carmo-Silva, S.; Dias, L.S.; Pereira, G.; Fernandes, N.O.; Alves, A.C.; Lima, R.M.. "Designing and implementing interdisciplinary projects in a systems engineering master programme". 2018.
  12. Vieira, A.A.C.; Dias, L.M.S.; Pereira, G.A.B.; Oliveira, J.A.. "Assessing the performance of a restaurant through discrete simulation in Simio". 2018.
  13. Vieira, A.A.C.; Dias, L.M.S.; Santos, M.Y.; Pereira, G.A.B.; Oliveira, J.A.. "Simulation of an automotive supply chain in Simio: Data model validation". 2018.
  14. Vieira, A.A.C.; Dias, L.M.S.; Pereira, G.A.B.; Oliveira, J.A.. "Agent-based micro simulation to assess the performance of roundabouts considering different variables and performance indicators". 2017.
  15. Vieira, A.; Dias, L.S.; Pereira, G.B.; Oliveira, J.A.; Carvalho, M.S.; Martins, P.. "Automatic simulation models generation of warehouses with milk runs and pickers". 2016.
  16. Dias, L.M.S.; Vieira, A.A.C.; Pereira, G.A.B.; Oliveira, J.A.. "Discrete simulation software ranking -A top list of the worldwide most popular and used tools". 2016.
    10.1109/WSC.2016.7822165
  17. Silva, T.; Dias, L.S.; Nunes, M.L.; Pereira, G.; Sampaio, P.; Oliveira, J.A.; Martins, P.. "Simulation and economic analysis of an AGV system as a mean of transport of warehouse waste in an automotive OEM". 2016.
    10.1109/ITSC.2016.7795561
  18. Peixoto, R.; Dias, L.; Carvalho, M.S.; Pereira, G.; Geraldes, C.A.S.. "An automated warehouse design validation using discrete simulation". 2016.
    10.1109/ITSC.2016.7795554
  19. Peixoto, Robson; Dias, Luís M.S.; Carvalho, Sameiro; Pereira, Guilherme; Geraldes, Carla A.S.. "An automated warehouse design validation using discrete simulation". 2016.
    10.1109/ITSC.2016.7795554
  20. Oliveira, J.A.; Ferreira, J.; Dias, L.; Figueiredo, M.; Pereira, G.. "Non emergency patients transport: A mixed integer linear programming". 2015.
  21. Vieira, A.; Dias, L.; Pereira, G.; Oliveira, J.. "Comparison of simio and arena simulation tools". 2014.
  22. Vieira, A.; Dias, L.S.; Pereira, G.B.; Oliveira, J.A.; Carvalho, M.S.; Martins, P.. "3D micro simulation of milkruns and pickers in warehouses using Simio". 2014.
  23. André, M.; Dias, L.; Pereira, G.; Oliveira, J.; Fernandes, N.; Carmo-Silva, S.. "Comparing material flow control mechanisms using simulation optimization". 2013.
  24. Ferreira, J.; Oliveira, J.A.; Pereira, G.A.B.; Dias, L.; Vieira, F.; Macedo, J.; Carção, T.; Leite, T.; Murta, D.. "Developing tools for the team orienteering problem: A simple genetic algorithm". 2013.
  25. Peito, F.; Pereira, G.; Leitão, A.; Dias, L.; Oliveira, J.A.. "A flexible decision support tool for maintenance float systems - A simulation approach". 2013.
  26. Peito, Francisco; Pereira, Guilherme; Leitão, Armando; Dias, Luís M.S.; Oliveira, José A.. "A flexible decision supporttool for maintenance float systems - a simulation approach". 2013.
  27. Dias, L.; Pereira, G.; Vik, P.; Oliveira, J.. "Integrated systems design in an automotive industry-Using cad and simulation in layout and process optimization". 2012.
  28. Oliveira, J.A.; Dias, L.; Pereira, G.. "Solving the RCPSP with an evolutionary algorithm based on instance information". 2012.
  29. Dias, L.S.; Vik, P.; Oliveira, J.A.; Pereira, G.. "Simulation in the design of an internal logistic system - Milk run delivering with Kanban control". 2012.
  30. Oliveira, J.A.; Dias, L.S.; Pereira, G.. "An evolutionary algorithm with active plans for the RCPSP". 2011.
  31. Peito, F.; Pcrcira, G.; Leitão, A.; Dias, L.. "Simulation as a decision support tool in maintenance float systems - The automatic generation of simulation programs". 2011.
  32. Peito, F.; Pereira, G.; Leitão, A.; Dias, L.. "Simulation as a decision support tool in maintenance float systems". 2011.
  33. Oliveira, S.; Oliveira, J.A.; Dias, L.S.; Pereira, G.. "Modeling and simulating a textile production system". 2011.
  34. Peito, F.; Pereira, G.; Leitão, A.; Dias, L.. "Simulation as a decision support tool in maintenance float systems - System availability versus total maintenance cost". 2011.
  35. Dias, L.M.S.; Pereira, G.A.B.; Vik, P.; Oliveira, J.A.. "Discrete simulation tools ranking - A commercial software packages comparison based on popularity". 2011.
  36. Peito, Francisco; Pereira, Guilherme; Leitão, Armando; Dias, Luís M.S.. "Simulation a decision support tool in maintenance float systems – system availability versus total maintenance cost". 2011.
  37. Peito, Francisco; Pereira, Guilherme; Leitão, Armando; Dias, Luís M.S.. "Simulation as a decision support tool in maintenance float systems". 2011.
  38. Peito, Francisco; Pereira, Guilherme; Leitão, Armando; Dias, Luís M.S.. "Simulation as a decision support tool in maintenance float systems – the automatic generation of simulation programs". 2011.
  39. Vik, P.; Dias, L.; Pereira, G.; Oliveira, J.; Abreu, R.. "Using SIMIO for the specification of an integrated automated weighing solution in a cement plant". 2010.
    10.1109/WSC.2010.5678915
  40. Raposo, R.; Pereira, G.; Dias, L.. "Simulation of a milk run material transportation system in the semiconductors industry". 2009.
  41. Vik, P.; Pereira, G.; Dias, L.. "Software tools integration for the design of manufacturing systems". 2009.
  42. Pereira, G.A.B.; Dias, L.M.S.; Rocha, H.T.C.. "Teaching simulation basics through flowchart simulation the Event Scheduling World View". 2009.
  43. Koblasa, F.; Dias, L.S.; Oliveira, J.A.; Pereira, G.. "Heuristic approach as a way to improve scheduling IN ERP/APS systems". 2008.
  44. Pavel, V.; Dias, L.S.; Oliveira, J.A.; Pereira, G.. "Using 3D simulation in an industry internal logistic process". 2008.
  45. Costa, B.; Dias, L.S.; Oliveira, J.A.; Pereira, G.. "Simulation as a tool for planning a material delivery system to manufacturing lines". 2008.
    10.1109/IEMCE.2008.4618006
  46. Dias, L.S.; Pereira, G.A.B.; Oliveira, J.A.. "Event scheduling made easy: Basic simulation facility revisited". 2008.
  47. Silva Dias, L.M.; Pereira, G.A.B.; Guimares Rodrigues, A.J.M.. "Activity based modelling with automatic prototype generation of process based arena models". 2006.
  48. Dias, L.M.S.; Rodrigues, A.J.M.G.; Pereira, G.A.B.. "An activity oriented visual modelling language withautomatic translation to different paradigms". 2005.
Journal article
  1. Sousa, Sérgio D.; Dias, Luís S.; Nunes, Eusébio P.; Silva F.J.; Ferreira L.P.; Sá J.C.; Pereira M.T.; Pinto C.M.A.. "Assessment of Alternative Quality Control Plans in Dynamic Contexts: A Simulation Approach". Lecture Notes in Mechanical Engineering (2024): 443 – 450-443 – 450. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85172739870&doi=10.1007%2f978-3-031-38165-2_52&partnerID=40&md5=01a96f157513fbdae984988b2d2b499f.
    10.1007/978-3-031-38165-2_52
  2. Pereira, G.A.B.; Vieira, A.A.C.; Machado, R.J.; Ferreira, B.L.S.; Dias, L.M.S.; Oliveira, J.A.V.. "Activity based simulation–A modeling tool for new teaching-learning strategies". Journal of Simulation (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85125198576&partnerID=MN8TOARS.
    10.1080/17477778.2022.2032431
  3. Vieira, A.A.; Dias, L.M.; Santos, M.Y.; Pereira, G.A.; Oliveira, J.A.. "On the use of simulation as a Big Data semantic validator for supply chain management". Simulation Modelling Practice and Theory 98 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85072750174&partnerID=MN8TOARS.
    10.1016/j.simpat.2019.101985
  4. Martins, L.M.; Fernandes, N.O.G.; Varela, M.L.R.; Dias, L.M.S.; Pereira, G.A.B.; Silva, S.C.. "Comparative study of autonomous production control methods using simulation". Simulation Modelling Practice and Theory 104 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85086991956&partnerID=MN8TOARS.
    10.1016/j.simpat.2020.102142
  5. Vieira, A.A.C.; Dias, L.M.S.; Santos, M.Y.; Pereira, G.A.B.; Oliveira, J.A.. "Supply chain data integration: A literature review". Journal of Industrial Information Integration 19 (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85088363051&partnerID=MN8TOARS.
    10.1016/j.jii.2020.100161
  6. Vieira, A.A.C.; Dias, L.M.S.; Santos, M.Y.; Pereira, G.A.B.; Oliveira, J.A.. "Simulation of an automotive supply chain using big data". Computers and Industrial Engineering 137 (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85072204013&partnerID=MN8TOARS.
    10.1016/j.cie.2019.106033
  7. Vieira, A.A.C.; Dias, L.M.S.; Santos, M.Y.; Pereira, G.A.B.; Oliveira, J.A.. "Supply chain hybrid simulation: From Big Data to distributions and approaches comparison". Simulation Modelling Practice and Theory 97 (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85071395892&partnerID=MN8TOARS.
    10.1016/j.simpat.2019.101956
  8. Vieira, A.A.C.; Veloso, H.; Dias, L.M.S.; Pereira, G.A.B.; Oliveira, J.A.; Carvalho, M.S.; Figueiredo, M.C.. "Using simulation to model the logistic operations of a company of the cement industry". FME Transactions 47 4 (2019): 683-690. http://www.scopus.com/inward/record.url?eid=2-s2.0-85070224990&partnerID=MN8TOARS.
    10.5937/fmet1904683V
  9. Henriques, M.F.N.; Vieira, A.A.C.; Dias, L.M.S.; Pereira, G.A.B.; Oliveira, J.A.. "Analysis of an elevator system using discrete event simulation: Case study". International Journal for Quality Research 13 4 (2019): 823-836. http://www.scopus.com/inward/record.url?eid=2-s2.0-85080940641&partnerID=MN8TOARS.
    10.24874/IJQR13.04-05
  10. Vieira, A.A.C.; Dias, L.M.S.; Santos, M.Y.; Pereira, G.A.B.; Oliveira, J.A.. "Setting an industry 4.0 research and development agenda for simulation – A literature review". International Journal of Simulation Modelling 17 3 (2018): 377-390. http://www.scopus.com/inward/record.url?eid=2-s2.0-85053305322&partnerID=MN8TOARS.
    10.2507/IJSIMM17(3)429
  11. Vieira, A.A.C.; Dias, L.M.S.; Pereira, G.A.B.; Oliveira, J.A.; Do Sameiro Carvalho, M.; Martins, P.. "Simulation model generation for warehouse management: Case study to test different storage strategies". International Journal of Simulation and Process Modelling 13 4 (2018): 324-336. http://www.scopus.com/inward/record.url?eid=2-s2.0-85051266027&partnerID=MN8TOARS.
    10.1504/IJSPM.2018.093761
  12. Dias, L.S.; Ierapetritou, M.G.. "From process control to supply chain management: An overview of integrated decision making strategies". Computers and Chemical Engineering 106 (2017): 826-835. http://www.scopus.com/inward/record.url?eid=2-s2.0-85011983819&partnerID=MN8TOARS.
    10.1016/j.compchemeng.2017.02.006
  13. Silva, C.; Reis, V.; Morais, A.; Brilenkov, I.; Vaza, J.; Pinheiro, T.; Neves, M.; et al. "A comparison of production control systems in a flexible flow shop". Procedia Manufacturing 13 (2017): 1090-1095. http://www.scopus.com/inward/record.url?eid=2-s2.0-85030844682&partnerID=MN8TOARS.
    10.1016/j.promfg.2017.09.169
  14. Barros, C.; Silva, C.; Martins, S.; Dias, L.; Pereir, G.; Fernandes, N.O.; Carmo-Silva, S.. "Are card-based systems effective for make-to-order production?". Romanian Review Precision Mechanics, Optics and Mechatronics 2016 49 (2016): 5-9. http://www.scopus.com/inward/record.url?eid=2-s2.0-84979555783&partnerID=MN8TOARS.
  15. Dias, L.S.; Ierapetritou, M.G.. "Integration of scheduling and control under uncertainties: Review and challenges". Chemical Engineering Research and Design 116 (2016): 98-113. http://www.scopus.com/inward/record.url?eid=2-s2.0-85002323783&partnerID=MN8TOARS.
    10.1016/j.cherd.2016.10.047
  16. Vieira, A.; Dias, L.S.; Pereira, G.A.B.; Oliveira, J.A.; Carvalho, M.S.; Martins, P.. "Using simio to automatically create 3d warehouses and compare different storage strategies". FME Transactions 43 4 (2015): 335-343. http://www.scopus.com/inward/record.url?eid=2-s2.0-84955276873&partnerID=MN8TOARS.
    10.5937/fmet1504335V
  17. Dias, L.M.S.; Pereira, G.A.B.; Vik, P.; Oliveira, J.A.. "Layout and process optimisation: Using computer-aided design (CAD) and simulation through an integrated systems design tool". International Journal of Simulation and Process Modelling 9 1-2 (2014): 46-62. http://www.scopus.com/inward/record.url?eid=2-s2.0-84901503949&partnerID=MN8TOARS.
    10.1504/IJSPM.2014.061437
  18. Oliveira, J.A.; Ferreira, J.; Figueiredo, M.; Dias, L.; Pereira, G.. "Decision support system for not urgent transportation of patients in shared vehicle,Sistema de Apoio à Decisão para o Transporte Não Urgente de Doentes em Veículo Partilhado". RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao 13 (2014): 17-33. http://www.scopus.com/inward/record.url?eid=2-s2.0-85035117220&partnerID=MN8TOARS.
    10.4304/risti.13.17-33
  19. Dias, Luís M. S.; Pereira, Guilherme; Vik, Pavel; Oliveira, José A.. "Layout and process optimisation: using computer-aided design (CAD) and simulation through an integrated systems design tool". (2014): http://hdl.handle.net/1822/34039.
    10.1504/IJSPM.2014.061437
  20. Dias, Luís M. S.; Vik, Pavel; Pereira, Guilherme; Oliveira, José A.. "Automatic generation of computer models through the integration of production systems design software tools". (2010): http://hdl.handle.net/1822/36953.
    10.1051/ijsmdo/2010018
  21. Koblasa, F.; Dias, Luís M. S.; Oliveira, José A.. "Scheduling optimization using local search and genetic algorithm". (2008): http://hdl.handle.net/1822/19095.
Thesis / Dissertation
  1. Silva, Manuel Tomé de Andrade e. "Simulação e estudo da viabilidade económica de um sistema AGV para movimentação de resíduos numa empresa fornecedora da indústria automóvel". Master, 2015. http://hdl.handle.net/1822/37133.
  2. Vilaverde, João Manuel Araújo Machado. "An interoperability API for E-Procurement and E-Tendering platforms Driving E-Procurement". Master, 2014. http://hdl.handle.net/1822/33426.
  3. Vieira, António Amaro Costa. "Microssimulação para avaliar o impacto da introdução de pré-semáforos em cruzamentos". Master, 2013. http://hdl.handle.net/1822/27634.
  4. Dias, Sara Alexandra Oliveira. "Organização, monitorização e análise de um programa interdisciplinar intensivo para a resolução de problemas reais de engenharia, em ambiente industrial". Master, 2013. http://hdl.handle.net/1822/27630.
  5. Vik, Pavel. "Integration of database, simulation and CAD towards assisted design of production systems". PhD, 2012. http://hdl.handle.net/1822/20987.
  6. Costa, Filipe Martins da. "Construção de modelo de simulação de sistema puxado de produção para melhorias de eficiência". Master, 2011. http://hdl.handle.net/1822/16450.
  7. Oliveira, Sérgio Manuel Pereira de. "Construção de modelos de simulação para a melhoria da programação de um sistema de produção". Master, 2011. http://hdl.handle.net/1822/16319.

Other

Other output
  1. Data requirements elicitation in big data warehousing. Due to the complex and dynamic nature of Supply Chains (SCs), companies require solutions that integrate their Big Data sets and allow Big Data Analytics, ensuring that proactive measures are taken, instead of reactive ones. This paper proposes a proof-of-concept of a Big Data Warehouse (BDW) being developed at a company of the automotive industry and contributes to the state-of-the-art with the d. 2019. Vieira, António Amaro Costa; Pedro, Luís; Santos, Maribel Yasmina; Fernandes, João M.; Dias, Luis S.. http://hdl.handle.net/1822/66783.
    10.1007/978-3-030-11395-7_10
  2. A comparison of production control systems in a flexible flow shop. Production control in make-to-order must address the companies’ need for short delivery times and on-time deliveries. Several production control systems may be used to meet these needs. This paper presents a simulation study to evaluate the delivery performance of the TKS, GKS and POLCA production co ntrol systems, in the context of a make-to-order flexible flow shop. Since TKS is used for make-to. 2017. Silva, C.; Reis, V.; Morais, A.; Brilenkov, I.; Vaza, J.; Pinheiro, T.; Neves, M.; et al. http://hdl.handle.net/1822/50893.
    10.1016/j.promfg.2017.09.169
  3. Micro simulation to evaluate the impact of introducing pre-signals in traffic intersections. The resolution of problems related to the saturation of traffic intersections usually consists in the construction of infrastructure such as bridges or tunnels. These represent the most costly type of solutions. As such, it becomes necessary to ponder other types of solution, of lower cost. Thus, this paper intends to provide a way to significantly improve the performance of a traffic intersection. 2014. Vieira, António; Dias, Luís M. S.; Pereira, Guilherme; Oliveira, José A.. http://hdl.handle.net/1822/34066.
    10.1007/978-3-319-09153-2_54
  4. 3D microsimulation of milkruns and pickers in warehouses using SIMIO. To help the Bosch Car Multimedia Portugal in Ferreiros, Braga to reduce its costs (both in time and space) with its warehouse, a micro simulation model is being developed in Simio. Particularly, the tool needs to be able to model pickers riding milkruns to collect containers of products, from a warehouse, to satisfy the needs of the production lines. In this sense, the storage strategy used on the. 2014. Vieira, António Amaro Costa; Dias, Luís M. S.; Pereira, Guilherme; Oliveira, José A.; Carvalho, Maria Sameiro Faria Brandão Soares; Martins, Paulo Jorge de Figueiredo. http://hdl.handle.net/1822/36946.
  5. An improved evolutionary algorithm to sequence operations on an ASRS warehouse. Comunicação publicada no Livro de Atas: Proceedings of the 17th Online World Conference on Soft Computing in Industrial Applications.. This paper describes the hybridization of an evolutionary algorithm with a greedy algorithm to solve a job-shop problem with recirculation. We model a real problem that arises within the domain of loads' dispatch inside an automatic warehouse. The evolutionary algo. 2014. Oliveira, José A.; Ferreira, João Amaro Oliveira; Pereira, Guilherme; Dias, Luís M. S.. http://hdl.handle.net/1822/33494.
    10.1007/978-3-319-00930-8_9
  6. Comparison of SIMIO and ARENA simulation tools. The purpose of this paper is to establish a comparison between Simio and Arena, helping a vast community of simulation practitioners to gain access to advanced modelling capabilities to address complex problems. Several aspects were compared, such as: concept of simulation models, animation development, modelling philosophies, Simio libraries and Arena templates, concept of entities, interface of. 2014. Vieira, António; Dias, Luís M. S.; Pereira, Guilherme; Oliveira, José A.. http://hdl.handle.net/1822/36949.
  7. Solving the team orienteering problem : developing a solution tool using a genetic algorithm approach. Comunicação publicada no Livro de Atas: Proceedings of the 17th Online World Conference on Soft Computing in Industrial Applications.. Nowadays, the collection of separated solid waste for recycling is still an expensive process, specially when performed in large-scale. One main problem resides in fleet-management, since the currently applied strategies usually have low efficiency. The waste colle. 2014. Ferreira, João Amaro Oliveira; Quintas, Artur; Oliveira, José A.; Pereira, Guilherme; Dias, Luís M. S.. http://hdl.handle.net/1822/33474.
    10.1007/978-3-319-00930-8_32
  8. A decision support system for waste collection modeled as TOPTW variant. Usually the selective collection of municipal solid waste is expensive and has low efficiency, especially when it is done on a large scale. Despite the abundance of commercially available software for fleet management, managers receive scant help from it because it typically is not able to deal with sequencing problems or revising plans and schedules dynamically during process execution. We consid. 2013. Oliveira, José A.; Mota, Gabriel; Ferreira, João Amaro Oliveira; Figueiredo, Manuel; Dias, Luís M. S.; Pereira, Guilherme. http://hdl.handle.net/1822/26245.
  9. A genetic algorithm for the TOPdTW at operating rooms. Publicado em : "Computational science and its applications - ICCSA 2013 : 13th International Conference...", ISBN 978-3-642-39636-6. This paper presents a genetic algorithm for the Team Orienteering Problem with double Time Windows (TOPdTW). The aim is to study TOPdTW to model a real problem that arises within the operating rooms in a hospital. The Genetic Algorithm uses a peculiar way to construc. 2013. Mota, Gabriel; Abreu, Mário; Quintas, Artur; Ferreira, João Amaro Oliveira; Dias, Luís M. S.; Pereira, Guilherme; Oliveira, José A.. http://hdl.handle.net/1822/26191.
    10.1007/978-3-642-39637-3-25
  10. A flexible decision support tool for maintenance float systems: a simulation approach. This paper is concerned with the use of simulation as a decision support tool in maintenance systems, specifically in MFS (Maintenance Float Systems). For this purpose and due to its high complexity, in this paper the authors explore and present a way to develop a flexible MFS model, for any number of machines in the workstation, spare machines and maintenance crews, using Arena simulation languag. 2013. Peito, Francisco; Pereira, Guilherme; Leitão, Armando; Dias, Luís M. S.; Oliveira, José A.. http://hdl.handle.net/1822/26864.
  11. Comparação de dois algoritmos genéticos aplicados ao TOP. A recolha seletiva de resíduos sólidos urbanos para reciclagem é um processo dispendioso, especialmente quando realizado em grande escala. Um problema importante neste processo reside na gestão de uma frota, uma vez que atualmente as estratégias utilizadas geralmente têm baixa eficiência. O processo de recolha seletiva de resíduos sólidos urbanos pode ser modelado como um problema de encaminhament. 2013. Oliveira, José A.; Ferreira, João Amaro Oliveira; Figueiredo, Manuel; Dias, Luís M. S.; Pereira, Guilherme. http://hdl.handle.net/1822/26198.
  12. Developing tools for the team orienteering problem: a simple genetic algorithm. Presently, the large-scale collection process of selective waste is typically expensive, with low efficiency and moderate effectiveness. Despite the abundance of commercially available software for fleet management, real life managers are only minimally helped by it when dealing with resource and budgetary requirements, scheduling activities, and acquiring resources for their accomplishment within. 2013. Ferreira, João Amaro Oliveira; Oliveira, José A.; Pereira, Guilherme; Dias, Luís M. S.; Vieira, Fernando; Macedo, João; Carção, Tiago; Leite, Tiago; Murta, Daniel R.. http://hdl.handle.net/1822/26213.
  13. Comparing material flow control mechanisms using simulation optimization. In this study, discrete event simulation is used for comparing the performance of three material flow control mechanisms: push-MRP, Generic Kanban System (GKS) and generic Paired-cell Overlapping Loops of Cards with Authorization (GPOLCA). The former does not impose restriction to the number of jobs that are released into the supply chain. The latter two are card-based control mechanisms, where th. 2013. André, Maria Manuela Lobão Alves; Dias, Luís M. S.; Pereira, Guilherme; Oliveira, José A.; Fernandes, Nuno Octávio Garcia; Silva, Sílvio Carmo. http://hdl.handle.net/1822/36945.
  14. Interdisciplinary programs evaluation methods: a review of literature and a model proposal for intensive projects involving academia and industry. The technological evolution occurred in the last twenty years led organizations to a different global business environment requiring them to be increasingly effective and competitive, implying changes in the way they work. The new paradigm focuses on interdisciplinary team work and so it is required from engineering graduates to have higher levels of transversal competences, like interpersonal com. 2013. Dias, Sara; Dias, Luis S.; Lima, Rui M.. http://hdl.handle.net/1822/36956.
  15. Solving the RCPSP with an evolutionary algorithm based on instance information. The Resource Constrained Project Scheduling Problem (RCPSP) is NP-hard thus justifying the use meta-heuristics for its solution. This paper presents an evolutionary algorithm developed for the RCPSP problem. This evolutionary algorithm uses an alphabet based on random keys that makes easier its implementation while solving combinatorial optimization problems. Random keys allow the use of conventio. 2012. Oliveira, José A.; Dias, Luís M. S.; Pereira, Guilherme. http://hdl.handle.net/1822/35282.
    10.5220/0003759401570164
  16. Integrated systems design in an automotive industry - Using CAD and simulation in layout and process optimization. This paper discusses production systems design issues, applied to an internal logistic system in the automotive industry. In this paper, production systems design software tools-Simulation and Computer Aided Design are integrated, exploring ways of dealing with data diversity and assuring valid and efficient production systems, taking advantage of the mentioned data integration. This integration i. 2012. Dias, Luís M. S.; Pereira, Guilherme; Vik, Pavel; Oliveira, José A.. http://hdl.handle.net/1822/36947.
  17. Simulation in the design of an internal logistic system - Milk run delivering with Kanban control. This paper describes an internal logistic system that uses Milk Runs (MR) also called Logistic Trains (LT) to transport parts in an electronic industry (production of car radios and GPS navigators). The MR design and process analysis are performed using computer simulation as part of a developed tool (IDS) that integrates simulation, database and CAD system together. By using simulation models for. 2012. Dias, Luís M. S.; Vik, Pavel; Oliveira, José A.; Pereira, Guilherme. http://hdl.handle.net/1822/36943.
  18. Simulation as a decision support tool in maintenance float systems. This paper is concerned with the use of simulation as a decision support tool in maintenance systems, specifically in MPS (Maintenance Float Systems). For this purpose and due to its high complexity, in this paper the authors explore and present a possible way to construct a MPS model using Arena® simulation language, where some of the most common performance measures are identified, calculated an. 2011. Pereira, Guilherme; Peito, Francisco; Leitão, Armando; Dias, Luís M. S.. http://hdl.handle.net/1822/15635.
  19. Modeling and simulating a textile production system. This paper presents a study for a production scheduling problem in a textile company, specifically in the weaving preparation area. Basically, the processing orders can be considered as sequential working steps trough three operations (charging - weaving - discharging), and the goal is to minimize time variation and to avoid delays. The machine utilization should be as higher as possible due to sh. 2011. Oliveira, Sérgio; Oliveira, José A.; Dias, Luís M. S.; Pereira, Guilherme. http://hdl.handle.net/1822/15451.
  20. Discrete simulation tools ranking : a commercial software packages comparison based on popularity. This paper documents a work on all-purpose discrete event simulation tools evaluation. Selected tools must be suitable for process design (e.g. manufacturing or services industries). Rather than making specific judgements of the tools, authors, tried to measure the intensity of usage or presence in different sources, which they called "popularity". It was performed in several different ways, inclu. 2011. Pereira, Guilherme; Dias, Luís M. S.; Vik, Pavel; Oliveira, José A.. http://hdl.handle.net/1822/15634.
  21. Simulation as a decision support tool in maintenance float systems: System availability versus total maintenance cost. This paper is concerned with the use of simulation as a decision support tool in maintenance systems, specifically in MFS (Maintenance Float Systems). For this purpose and due to its high complexity, in this paper the authors explore and present a possible way to construct a MFS model using Arena® simulation language, where some of the most common performance measures are identified, calculated an. 2011. Pereira, Guilherme; Peito, Francisco; Leitão, Armando; Dias, Luís M. S.. http://hdl.handle.net/1822/15632.
  22. Simulation as a decision support tool in maintenance float systems: The automatic generation of simulation programs. This paper is concerned with the use of simulation as a decision support tool in maintenance systems, specifically in MFS (Maintenance Float Systems). For this purpose and due to its high complexity, in this paper the authors propose a flexible way to develop typical MFS models, for any number of machines in the workstation, spare machines and maintenance crews. Arena® simulation language is used. 2011. Peito, Francisco; Pereira, Guilherme; Leitão, Armando; Dias, Luís M. S.. http://hdl.handle.net/1822/15240.
  23. An evolutionary algorithm with active plans for the RCPSP. This paper presents a genetic algorithm for the Resource Constrained Project Scheduling Planning (RCPSP). The Evolutionary Algorithm is based on a random keys chromosome that is very easy to implement and allows using conventional transformation operators for combinatorial optimization problems. A project is formed by a set of activities that has to be performed using a set of resources. Each acti. 2011. Oliveira, José A.; Dias, Luís M. S.; Pereira, Guilherme. http://hdl.handle.net/1822/15209.
  24. Heuristic approach as a way to improve scheduling in ERP/APS systems. Modern companies usually use sophisticated Enterprise Resource Planning (ERP) systems for planning and scheduling their manufactory. ERP systems, thanks to the connection with Advanced Planning and Scheduling (APS), are solving several types of optimization problems such as basic scheduling problems, specific cutting problems or transport optimization. This paper describes proceedings through solv. 2008. Koblasa, František; Dias, Luís M. S.; Oliveira, José A.; Pereira, Guilherme. http://hdl.handle.net/1822/25411.
  25. An activity oriented visual modelling language with automatic translation to different paradigms. The traditional approach for discrete event simulation modelling includes visual support diagrams for modeller-client communication purposes (model interpretation and validation) and also to act as the basis for simulation lan-guage program construction. Although modern simulation packages use powerful graphical interfaces for programming and animation pur-poses, these packages still require enorm. 2005. Dias, Luís M. S.; Rodrigues, A. J. Guimarães; Pereira, Guilherme. http://hdl.handle.net/1822/5504.
Activities

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2024 - 2025 An Open-Source Software Framework for Interoperable Discrete-Event Simulation of Production Systems
Supervisor
 Engenharia Industrial e de Sistemas (PhD)
Universidade do Minho, Portugal
2023 - 2025 Elaboração e Desenvolvimento de uma proposta de unidade produtiva - Análise do layout por Simulação
Supervisor
 Engenharia e Gestão de Operações (Master)
Universidade do Minho, Portugal
2024 - 2024 Digital Twin - Um aliado da Simulação à melhoria contínua industrial
Supervisor
 Engenharia de Sistemas (Master)
Universidade do Minho, Portugal
2023 - 2024 Desenvolvimento de uma ferramente para cálculo do WIP aplicando princípios Lean Thinking e simulação numa empresa de produção de pneus
Supervisor
 Engenharia e Gestão Industrial (Master)
Universidade do Minho, Portugal
2023 - 2023 Reorganização de um armazém numa empresa de vestuário – Simulação de Layouts
Supervisor
 Engenharia de Sistemas (Master)
Universidade do Minho, Portugal
2022 - 2022 Modelação e otimização de um controlador para uma célula de combustível com aplicação em veículos elétricos
Co-supervisor
 Engenharia de Sistemas (Master)
Universidade do Minho, Portugal
2021 - 2021 Desenvolvimento de ferramentas de apoio à decisão para a produção, simulação e custeio numa indústria corticeira
Supervisor
 Engenharia e Gestão Industrial (Master)
Universidade do Minho, Portugal
2021 - 2021 An usability perspective on the creation and usage of simulation models of production systems
Supervisor
 Sistemas Avançados de Engenharia para a Indústria (PhD)
Universidade do Minho, Portugal
2017 - 2019 Real-time simulation of supply-chain processes supported by big data in an industry 4.0 context
Supervisor
 Sistemas Avançados de Engenharia para a Indústria (PhD)
Universidade do Minho, Portugal
2018 - 2018 problema de agendamento de máquinas paralelas não relacionadas: Um caso de estudo na industria Cimenteira
Supervisor
 Engenharia de Sistemas (Master)
Universidade do Minho, Portugal
2018 - 2018 "Loading trucks in a warehouse - A serial batch application"
Supervisor
 Engenharia de Sistemas (Master)
Universidade do Minho, Portugal
2017 - 2017 Simulação do impacto do layout no desempenho do abastecimento à produção
Supervisor
 Engenharia de Sistemas (Master)
Universidade do Minho, Portugal
2017 - 2017 análise estratégica e melhoria de um sistema logístico de carga/descarga recorrendo à simulação
Supervisor
 Engenharia Industrial (Master)
Universidade do Minho, Portugal
2017 - 2017 centralização de múltiplos armazéns numa armazém central e proposta e implementação de sistema de organização e gestão operacional com recursos à simulação discreta
Supervisor
 Engenharia Industrial (Master)
Universidade do Minho, Portugal
2016 - 2016 melhorias em layout de processos produtivo com uso de ferramentas analíticas e simulação: caso de estudo em empresa de reciclagem de alumínio
Supervisor
 Engenharia Industrial (Master)
Universidade do Minho, Portugal
2015 - 2015 An interoperability API for E-Procurement and E-Tendering platforms Driving E-Procurement
Supervisor
 Engenharia de Sistemas (Master)
Universidade do Minho, Portugal
2015 - 2015 Validação de design de armazém automatizado com uso de simulação discreta
Supervisor
 Engenharia de Sistemas (Master)
Universidade do Minho, Portugal
2015 - 2015 Simulação e estudo da viabilidade económica de um sistema AGV para movimentação de resíduos numa empresa fornecedora da indústria automóvel
Supervisor
 Engenharia e Gestão Industrial (Master)
Universidade do Minho, Portugal
2013 - 2014 Microssimulação para avaliar o impacto da introdução de pré-semáforos em cruzamentos
Supervisor
 Engenharia de Sistemas (Master)
Universidade do Minho, Portugal
2013 - 2013 Organização, monitorização e análise de um programa interdisciplinar intensivo para a resolução de problemas reais de engenharia, em ambiente industrial
Supervisor
 Engenharia e Gestão Industrial (Master)
Universidade do Minho, Portugal
2005 - 2008 Integration of Database, Simulation and CAD Towards assisted design of Production Systems
Supervisor
 Engenharia Industrial e de Sistemas (PhD)
Universidade do Minho, Portugal