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Fernando Bernardo is Assistant Professor at the Department of Chemical Engineering, University of Coimbra, lecturing Product Design and Process Design and doing research in the area of Process Systems Engineering. He got his diploma in Chemical Engineering in 1997 (University of Coimbra) and a PhD in Chemical Engineering in 2010 (also University of Coimbra). He has experience and published work in: (i) design and optimization of chemical products and processes, (ii) model analysis and optimization under uncertainty, (iii) product/process design concepts and methodologies, (iv) computer-aided chemical engineering education, and (v) modelling and optimization of microstructured products and respective manufacturing processes, with applications in cosmetic and pharmaceutical formulated products. He has published 32 papers in international journals (including reference journals in the area such as AIChE J and Comput & Chem Eng), with 466 citations and a h-index of 12 (Scopus database, Aug 2023). He has supervised 16 MSc theses and two PhD thesis, and has currently five ongoing PhD projects.
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Identificação

Identificação pessoal

Nome completo
FERNANDO PEDRO MARTINS BERNARDO

Nomes de citação

  • Bernardo, FP

Identificadores de autor

Ciência ID
F412-9F8C-EC1A
ORCID iD
0000-0001-7339-0706

Moradas

  • Departamento de Engenharia Química, Universidade de Coimbra, Pólo II - Rua Sílvio Lima, 3030-790, Coimbra, Coimbra, Portugal (Profissional)

Websites

Domínios de atuação

  • Ciências da Engenharia e Tecnologias - Engenharia Química - Engenharia dos Processos Químicos

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Inglês Utilizador proficiente (C1) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2)
Formação
Grau Classificação
2003/03 - 2010/06
Concluído
 Engenharia Química (Doutoramento)
Especialização em Processos Químicos
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Contributos para Projecto Sistemático e Integrado de Produtos e Processos Químicos" (TESE/DISSERTAÇÃO)
 Aprovado com distinção e louvor
1992/09 - 1997/09
Concluído
 Engenharia Química (Licenciatura)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
 17
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
1998/02 - 1998/10 Estagiário de Investigação (Investigação) Imperial College London Centre for Process Systems Engineering, Reino Unido
Imperial College London Centre for Process Systems Engineering, Reino Unido

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2010/10 - Atual Professor Auxiliar (Docente Universitário) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2003/02 - 2010/06 Assistente (Docente Universitário) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
1998/11 - 2003/02 Assistente Estagiário (Docente Universitário) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
1996/03 - 1997/10 Monitor (Docente Universitário) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
Projetos

Projeto

Designação Financiadores
2023/01/01 - 2025/12/31 CiNTech - Technological Hub for Innovation, Translation and Industrialization of Complex Injectable Drugs
Recovery and Resilience Plan - Business Innovation mobilisation Agenda
Investigador
Em curso
2021/09/01 - 2023/06/30 PhotoSupCatal - Desenvolvimento de sistemas catalíticos suportados para tratamento de efluentes por oxidação foto-assistida
Projeto 47545 | POCI-01-0247-FEDER-047545
Investigador
Concluído
2018 - 2022/10/31 Inpactus – Innovative products and technologies based on eucalyptus (project 21874 – COMPETE 2020), subproject “optimized solutions for tissue paper logistics”
project 21874 – COMPETE 2020
Investigador responsável
Concluído
2016 - 2020 New eco-friendly approaches for the biomanagement of the pinewood nematode vector at Eurasia, FCT project (PTDC/AGR-TEC/3049/2014)
PTDC/AGR-TEC/3049/2014
Investigador
Universidade de Coimbra Centro de Investigação em Engenharia dos Processos Químicos e dos Produtos da Floresta, Portugal
Em curso
Produções

Publicações

Artigo em revista
  1. Fernando P. Bernardo. "Generation of Dissimilar Alternative Product Formulations Using Graphs". Processes (2023): https://doi.org/10.3390/pr11113152.
    10.3390/pr11113152
  2. Rúben Gariso; Mara Elga Medeiros Braga; Fernando P. Bernardo. "Analytical solution of volatile active ingredient release and subsequent dispersion in wind tunnel". Chemical Engineering Science 276 (2023): 118764-118764. http://dx.doi.org/10.1016/j.ces.2023.118764.
    10.1016/j.ces.2023.118764
  3. João P.L. Coutinho; Marco S. Reis; Diogo Filipe Martins Gonçalves Neves; Fernando P. Bernardo. "Robust optimization and data-driven modeling of tissue paper packing considering cargo deformation". Computers & Industrial Engineering (2023): https://doi.org/10.1016/j.cie.2022.108898.
    10.1016/j.cie.2022.108898
  4. Belmiro P. M. Duarte; Ana M. F. Carvalho; Daniela S. B. Lima; Diana I. S. Costa; Inês R. Nunes; João P. S. C. Batista; Paulo J. S. Gomes; Fernando P. Bernardo. "Concept Development - From Academia to Industry: A Journey Motivated by the Design of Portable Thermal Slippers". Designs 6 4 (2022): 65. https://doi.org/10.3390/designs6040065.
    10.3390/designs6040065
  5. Arrieta-Escobar, J.A.; Camargo, M.; Morel, L.; Bernardo, F.P.; Orjuela, A.; Wendling, L.. "Design of formulated products integrating heuristic knowledge and consumer assessment". AIChE Journal (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85098005354&partnerID=MN8TOARS.
    10.1002/aic.17117
  6. Javier A. Arrieta-Escobar; Fernando P. Bernardo; Alvaro Orjuela; Mauricio Camargo; Laure Morel. "Incorporation of heuristic knowledge in the optimal design of formulated products: Application to a cosmetic emulsion". Computers & Chemical Engineering 122 (2019): 265-274. https://doi.org/10.1016/j.compchemeng.2018.08.032.
    10.1016/j.compchemeng.2018.08.032
  7. Bernardo, F.P.. "Model analysis and optimization under uncertainty using thinned cubature formulae". Computers and Chemical Engineering 92 (2016): 133-142. http://www.scopus.com/inward/record.url?eid=2-s2.0-84969673604&partnerID=MN8TOARS.
    10.1016/j.compchemeng.2016.05.006
  8. Bernardo, F.P.. "Performance of cubature formulae in probabilistic model analysis and optimization". Journal of Computational and Applied Mathematics 280 (2015): 110-124. http://www.scopus.com/inward/record.url?eid=2-s2.0-84919721694&partnerID=MN8TOARS.
    10.1016/j.cam.2014.11.053
  9. Bernardo, F.P.; Saraiva, P.M.. "A conceptual model for chemical product design". AIChE Journal 61 3 (2015): 802-815. http://www.scopus.com/inward/record.url?eid=2-s2.0-84922682177&partnerID=MN8TOARS.
    10.1002/aic.14681
  10. Granjo, J.F.; Rasteiro, M.G.; Gando-Ferreira, L.M.; Bernardo, F.P.; Carvalho, M.G.; Ferreira, A.G.. "A virtual platform to teach separation processes". Computer Applications in Engineering Education 20 1 (2012): 175-186. http://www.scopus.com/inward/record.url?eid=2-s2.0-84856821402&partnerID=MN8TOARS.
    10.1002/cae.20383
  11. Rasteiro, M.G.; Ferreira, L.; Teixeira, J.; Bernardo, F.P.; Carvalho, M.G.; Ferreira, A.; Ferreira, R.Q.; et al. "LABVIRTUAL-A virtual platform to teach chemical processes". Education for Chemical Engineers 4 1 (2009): http://www.scopus.com/inward/record.url?eid=2-s2.0-63349108651&partnerID=MN8TOARS.
    10.1016/j.ece.2009.02.001
  12. Bernardo, F.P.; Saraiva, P.M.. "A theoretical model for transdermal drug delivery from emulsions and its dependence upon formulation". Journal of Pharmaceutical Sciences 97 9 (2008): 3781-3809. http://www.scopus.com/inward/record.url?eid=2-s2.0-53549103861&partnerID=MN8TOARS.
    10.1002/jps.21268
  13. Rafael, A.C.; Bernardo, F.; Ferreira, L.M.; Rasteiro, M.G.; Teixeira, J.C.. "Virtual Applications Using a Web Platform to Teach Chemical Engineering. The Distillation Case". Education for Chemical Engineers 2 1 (2007): 20-28. http://www.scopus.com/inward/record.url?eid=2-s2.0-45849094450&partnerID=MN8TOARS.
    10.1205/ece06007
  14. Rasteiro, M.G.; Bernardo, F.P.; Saraiva, P.M.. "Using Mathematica to Teach Process Units: a Distillation Case Study". Chemical Engineering Education 39 2 (2005): 116-123.
  15. Bernardo, F.P.; Pistikopoulos, E.N.; Saraiva, P.M.. "Quality costs and robustness criteria in chemical process design optimization". Computers and Chemical Engineering 25 1 (2001): 27-40. http://www.scopus.com/inward/record.url?eid=2-s2.0-0035144022&partnerID=MN8TOARS.
    10.1016/S0098-1354(00)00630-X
  16. Bernardo, F.P.; Saraiva, P.; Pistikopoulos, E.N.. "Inclusion of information costs in process design optimization under uncertainty". Computers and Chemical Engineering 24 2-7 (2000): 1695-1701. http://www.scopus.com/inward/record.url?eid=2-s2.0-0034660709&partnerID=MN8TOARS.
    10.1016/S0098-1354(00)00457-9
  17. Bernardo, F.P.; Pistikopoulos, E.N.; Saraiva, P.M.. "Integration and computational issues in stochastic design and planning optimization problems". Industrial and Engineering Chemistry Research 38 8 (1999): 3056-3068. http://www.scopus.com/inward/record.url?eid=2-s2.0-0032841128&partnerID=MN8TOARS.
    10.1021/ie9807001
  18. Bernardo, F.P.; Pistikopoulos, E.N.; Saraiva, P.M.. "Robustness criteria in process design optimization under uncertainty". Computers and Chemical Engineering 23 SUPPL. 1 (1999): http://www.scopus.com/inward/record.url?eid=2-s2.0-0000312672&partnerID=MN8TOARS.
    10.1016/S0098-1354(99)80113-6
  19. Bernardo, F.P.; Saraiva, P.M.. "Robust optimization framework for process parameter and tolerance design". AIChE Journal 44 9 (1998): 2007-2017. http://www.scopus.com/inward/record.url?eid=2-s2.0-0032172413&partnerID=MN8TOARS.
    10.1002/aic.690440908
Capítulo de livro
  1. Arrieta-Escobar, J.A.; Bernardo, F.P.; Orjuela, A.; Camargo, M.; Morel, L.; Wendling, L.. "Integration of Consumer Preferences and Heuristic Knowledge in the Design of Formulated Products: Application to a Cosmetic Emulsion". In Computer-Aided Chemical Engineering, 433-438. 2019.
    10.1016/B978-0-12-818634-3.50073-4
  2. Bernardo, F.P.; Arrieta-Escobar, J.A.. "Clustering alternative product formulations using graphs". In Computer-Aided Chemical Engineering, 511-516. 2019.
    10.1016/B978-0-12-818634-3.50086-2
  3. Vertis, C.S.; Granjo, J.F.O.; Oliveira, N.M.C.; Bernardo, F.P.. "Systematic Generation of Chemical Reactions and Reaction Networks subject to Energetic Constraints". In Computer-Aided Chemical Engineering. 2017.
    10.1016/B978-0-444-63965-3.50024-6
  4. Bernardo, F.P.; Oliveira, N.M.C.. "Discrete optimization in the chemical engineering curriculum". In Computer-Aided Chemical Engineering. 2017.
    10.1016/B978-0-444-63965-3.50493-1
  5. Arrieta-Escobar, J.A.; Bernardo, F.P.; Orjuela, A.; Camargo, M.; Morel, L.. "An Integrated Methodology for Emulsified Cosmetic Product Formulation Using Integer Programming with Logical Constraints". In Computer-Aided Chemical Engineering. 2017.
    10.1016/B978-0-444-63965-3.50166-5
  6. Araújo, V.E.; Bernardo, F.P.; Reis, C.M.; Martins, F.G.. "Cluster Analysis of Process Operational Data to Identify Representative Scenarios for Pinch Analysis and Energy Optimisation Studies". In Computer-Aided Chemical Engineering. 2017.
    10.1016/B978-0-444-63965-3.50425-6
  7. Bernardo, F.P.. "Integrated Process and Product Design Optimization". In Computer-Aided Chemical Engineering. 2017.
    10.1016/B978-0-444-63683-6.00012-5
  8. Vertis, C.S.; Oliveira, N.M.C.; Bernardo, F.P.. "Constrained Smoothing of Experimental Data in the Identification of Kinetic Models". In Computer-Aided Chemical Engineering. 2016.
    10.1016/B978-0-444-63428-3.50358-1
  9. Bernardo, F.P.. "Model analysis and optimization under uncertainty using highly efficient integration techniques". In Computer-Aided Chemical Engineering. 2016.
    10.1016/B978-0-444-63428-3.50363-5
  10. Vertis, C.S.; Oliveira, N.M.C.; Bernardo, F.P.M.. "Systematic Development of Kinetic Models for Systems Described by Linear Reaction Schemes". In Computer-Aided Chemical Engineering. 2015.
    10.1016/B978-0-444-63578-5.50103-1
  11. Bernardo, F.P.; Saraiva, P.M.; Simões, S.. "Model-based optimal design of pharmaceutical formulations". In Computer-Aided Chemical Engineering. 2006.
    10.1016/S1570-7946(06)80148-3
  12. Bernardo, F.P.; Saraiva, P.M.. "Integrated process and product design optimization: a cosmetic emulsion application". In Computer-Aided Chemical Engineering. 2005.
    10.1016/S1570-7946(05)80093-8
  13. Bernardo, F.P.; Saraiva, P.M.. "Value of information analysis in product/process design". In Computer-Aided Chemical Engineering. 2004.
    10.1016/S1570-7946(04)80091-9
  14. Bernardo, F.P.; Saraiva, P.M.; Pistikopoulos, E.N.. "Process design under uncertainty: Robustness criteria and value of information". In Computer-Aided Chemical Engineering. 2003.
    10.1016/S1570-7946(03)80075-5
Atividades

Orientação

Título / Tema
Papel desempenhado 		Curso (Tipo)
Instituição / Organização
2023/12/01 - Atual PhD in Chemical Engineering, Optimization of Microfluidic Mixers for Large Scale Production of Complex Injectable Drugs
Orientador de Rui Miguel Grunert da Fonseca
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2023/11/15 - Atual PhD in Chemical Engineering, Phenomenological models for complex injectables production scale-up – separation processes while preserving the microstructure
Orientador de Gonçalo Venâncio Loureiro Pardal
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2023/02/01 - Atual PhD in Refining, Petrochemical and Chemical Engineering (EngIQ), Liquid organic hydrogen carriers optimization
Coorientador de Ana Rita Ferreira Nunes
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - Atual PhD in Refining, Petrochemical and Chemical Engineering (EngIQ), Utilização da tecnologia NetMIX para produção de Gás de Síntese de elevada eficiência energética
Coorientador de José Guilherme Estima dos Santos Paula
Universidade do Porto Faculdade de Engenharia, Portugal
2021 - Atual PhD in Refining, Petrochemical and Chemical Engineering (EngIQ), Advanced computational approaches for rational scale-up strategies in fermentation processes
Orientador de Pedro Manuel Mesquita Pereira
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2010 - Atual 16 teses de mestrado na área de Engenharia Química e Engenharia de Produto
Orientador
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2014 - 2022 Doutoramento em Engenharia Química, Identification and modelling of chemical reaction networks
Coorientador de Carolina dos Santos Vertis
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2015 - 2019 PhD in Refining, Petrochemical and Chemical Engineering (EngIQ), Energy optimization of the aromatics plant of Matosinhos refinery
Coorientador de Vanessa Eugénia Cerqueira Araújo
Universidade do Porto Faculdade de Engenharia, Portugal

Arbitragem científica em revista

Nome da revista (ISSN) Editora
2010 - Atual 36 revisions to Comput. Chem. Eng., AIChE J, Chem Eng Sci,...

Curso / Disciplina lecionado

Disciplina Curso (Tipo) Instituição / Organização
2011 - Atual Engenharia de Processos e Sistemas (Curso de doutoramento (conclusão de unidades curriculares))
2010 - Atual Projecto de Processo, Projecto de Produto, Optimização de Processos e Operações Engenharia Química (Mestrado) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal