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Degree in Mathematics, Post-graduation in Health Operations Management and M.Sc. in Biomedical Engineering. I worked for almost 20 years in the Brazilian Government, mainly in materials management, hospital logistics, and public procurement. I am currently a PhD student in Engineering and Industrial Management at the Faculty of Engineering of the University of Porto, an Officer at the Competence Centre for Planning, Policy and Foresight in Public Administration (PlanAPP) and a member of the DIGI2 - Digital and Intelligent Industry Lab. My areas of interest are AI, mainly ML/DL models applied to Industry and Manufacturing (within the context of Industry 4.0) and Public Administration (within the context of applications and governance). Also, I'm interested in SCM, Reverse Logistics and Life Extension Strategies within the context of the Circular Economy.
Identification

Personal identification

Full name
Carlos Cesar Martins Ferreira

Citation names

  • Ferreira, Carlos C. M.

Author identifiers

Ciência ID
1911-0B46-A17D
ORCID iD
0000-0002-3274-4464

Email addresses

  • ferreira.carlos@fe.up.pt (Professional)
  • ferreira.carlos@fe.up.pt (Personal)

Addresses

  • Faculdade de Engenharia da Universidade do Porto - FEUP. R. Dr. Roberto Frias s/n, 4200-465, Porto, Porto, Portugal (Professional)

Websites

Knowledge fields

  • Engineering and Technology - Other Engineering and Technologies
  • Engineering and Technology - Other Engineering and Technologies

Languages

Language Speaking Reading Writing Listening Peer-review
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Spanish; Castilian Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Education
Degree Classification
2019/09/01 - 2024/09/30
Ongoing
Doctoral Program in Engineering and Industrial Management (Doutoramento)
Universidade do Porto Faculdade de Engenharia, Portugal
2012/02/01 - 2015/07/31
Concluded
Master Science (Mestrado)
Major in Biomedical Engineering
Universidade Federal do Rio de Janeiro, Brazil
"A guideline to support the specification and the equipment price analysis in the Brazilian public health system" (THESIS/DISSERTATION)
15/20
2010/04/29 - 2011/08/26
Concluded
Operations Management: Logistics and Management of Material Resources and Equipment in Healthcare (Pós-Graduação)
Escola Nacional de Saúde Pública, Brazil
A
2000/02/01 - 2006/03/21
Concluded
Mathematics (Graduado)
Major in Mathematics
Universidade Federal do Rio de Janeiro, Brazil
""n/a"" (THESIS/DISSERTATION)
12/20
Affiliation

Other Careers

Category
Host institution
Employer
2022/02/02 - Current Técnico Superior (Técnico Superior) Competence Centre for Planning, Policy and Foresight in Public Administration (PlanAPP), Portugal
2021/01/04 - 2021/07/31 Assistente Técnico (Assistente Técnico) Unidade Local de Saúde de Matosinhos EPE, Portugal
Hospital Pedro Hispano, Portugal

Others

Category
Host institution
Employer
2021/08/02 - 2022/02/02 Assistant Research Universidade do Porto Faculdade de Engenharia, Portugal
Universidade do Porto Faculdade de Engenharia, Portugal
2020/10/01 - 2020/12/31 Assistant Research Universidade do Porto Faculdade de Engenharia, Portugal
Universidade do Porto Faculdade de Engenharia, Portugal
2019/06/15 - 2019/12/31 Assistant Research Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
2014/02/14 - 2019/09/17 Management Analyst Casa da Moeda do Brasil, Brazil
2000/12/10 - 2014/02/10 Technical Assistant Prefeitura do Rio de Janeiro, Brazil
Secretaria Municipal de Saúde do Rio de Janeiro, Brazil
Projects

Grant

Designation Funders
2021/08/02 - 2022/02/01 DEZMPP - Digital Enterprise Zeugma Modular Production Platform
Assistant Research
Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal
Agência Nacional de Inovação SA
Concluded
2020/10/01 - 2020/12/31 STRIDE - Smart Cyberphysical, Mathematical, Computation and Power Engineering Research for Disruptive Innovation in Production, Mobility, Health, and Ocean Systems and Technologies
Research Fellow
Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal
Comissao de Coordenacao e Desenvolvimento Regional do Norte
Concluded
2019/06/15 - 2019/12/31 KnowLOGIS - Expertise in Healthcare Logistics
Research Fellow
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems, Portugal
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência Center for Research in Advanced Computing Systems
Concluded

Other

Designation Funders
2021/08/02 - 2022/09/30 INDTECH 4.0 - New Technologies for Intelligent Manufacturing
Assistant Research (Invited)
Universidade do Porto Faculdade de Engenharia, Portugal
Agência para o Investimento e Comércio Externo de Portugal EPE
Concluded
Outputs

Publications

Conference abstract
  1. Ferreira, Carlos; AMORIM-LOPES, MÁRIO. "Hospital logistics outsourcing in the context of public healthcare systems". Paper presented in IEMS'20 | 11th Industrial Engineering and Management Symposium, Porto, 2019.
    Published
Conference paper
  1. Ferreira, Carlos; Goncalves, Gil. "A Systematic Review on Life Extension Strategies in Industry: the case of Remanufacturing and Refurbishing". Paper presented in 26th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA ), Vasteras, 2021.
    Published • 10.1109/etfa45728.2021.9613610
Journal article
  1. Ferreira, Carlos; Gonçalves, Gil. "Remaining Useful Life prediction and challenges: A literature review on the use of Machine Learning Methods". Journal of Manufacturing Systems 63 (2022): 550-562. http://dx.doi.org/10.1016/j.jmsy.2022.05.010.
    Published • 10.1016/j.jmsy.2022.05.010
  2. Ferreira, Carlos. "Participação estrangeira em licitações federais: uma abordagem quantitativa utilizando o Painel de Compras". Revista do Serviço Público 72 4 (2021): 779-802. http://dx.doi.org/10.21874/rsp.v72.i4.4628.
    Open access • Published • 10.21874/rsp.v72.i4.4628
  3. Ferreira, Carlos; Gonçalves, Gil. "A Systematic Review on Life Extension Strategies in Industry: The Case of Remanufacturing and Refurbishment". Electronics 10 21 (2021): 2669. http://dx.doi.org/10.3390/electronics10212669.
    Open access • Published • 10.3390/electronics10212669
Magazine article
  1. Ferreira, Carlos C. M.. "Licitações Sustentáveis", Governet - A Revista do Administrador Público (Boletim Governet de Licitações e Contratos), 2020, https://drive.google.com/open?id=1g1gBiz3bMA6KDQD5zMnC7iI-_39KPyl1.
Preprint
  1. Ferreira, Carlos C. M.. "A short review of the main concerns in A.I. development and application within the public sector supported by NLP and TM". 2023. https://doi.org/10.48550/arXiv.2308.02042.
Report
  1. Ferreira, Carlos C. M. ; Daniel Camilo Fuentes Guzman; Érica K. Nishimura; Felipe Skurczenski Fernandes; Humberto Sanna; Thaicia Stona; Marcos Oliveira de Pinho; et al. Corresponding author: Daniel Silveira Yukimura Lopez. 2021. Predição de Manutenções em Máquinas que Cortam Peças para Navios via Base de Dados | 7WSMPI. https://drive.google.com/file/d/1HvEdCh15n20HDD5EaTphO5v2Jsph6VBj/view.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2023/04/01 Sistematização dos Instrumentos de Planeamento - Caracterização do Sistema XI Congresso da Associação Portuguesa de Ciência Política
Associação Portuguesa de Ciência Política: APCP (Covilhã, Portugal)
2021/10/01 Machine Learning and Predictive Maintenance: Benefits in the Context of Industrial Systems Management EVEGI | Encontro Virtual de Engenharia de Gestão Industrial
Instituto Superior de Engenharia do Porto | ISEP (Porto, Portugal)
2021/09/09 A systematic review on life extension strategies in industry: the case of remanufacturing and refurbishing ETFA 2021 | 26th International Conference on Emerging Technologies and Factory Automation
University of Västerås (Västerås, Sweden)
2020/01/03 Hospital logistics outsourcing in the context of public healthcare systems IEMS'20 | 11th Industrial Engineering and Management Symposium
Universidade do Porto, Faculdade de Engenharia (Porto, Portugal)

Event participation

Activity description
Type of event
Event name
Institution / Organization
2022/10/04 - 2022/10/07 Poster co-presentation "Policy Radar: Creation of a tool for monitoring Planning Instruments in Portugal"
Conference
ICEGOV | International Conference on Theory and Practice of Electronic Governance
United Nations University Operating Unit on Policy-Driven Electronic Governance, Portugal
2021/09/06 - 2021/10/10 McKinsey/Shape Challenge
Other
7WSMPI | 7º Workshop em Soluções Matemáticas para Problemas Industriais
Instituto Nacional de Matemática Pura e Aplicada, Brazil
2021/09/16 - 2021/09/30 EIT Manufacturing Summer School 2021
Other
EIT Manufacturing Summer School 2021 | The Way to Smart Manufacturing
European Institute of Innovation & Technology Manufacturing, France
2021/08/23 - 2021/08/25 Strategic Project Management
Other
SSPH+ Lugano Summer School in Public Health Policy, Economics, and Management
Università della Svizzera Italiana, Switzerland
2020/08/24 - 2020/08/26 System analytics. Data-driven decision making made easy
Other
SSPH+ Lugano Summer School in Public Health Policy, Economics, and Management
Università della Svizzera Italiana, Switzerland
2011/08/30 - 2011/09/03 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (Volunteer)
Conference
33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society
IEEE, United States
Distinctions

Other distinction

2016 National Quality Certificate in Consultancy
Associação Brasileira de Consultores Empresariais - ABRACEM, Brazil
2011 Motion of Congratulations for Relevant Services
Camara Municipal do Rio de Janeiro, Brazil
2011 Letter of thanks
IEEE Engineering in Medicine and Biology Society, United States