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Diogo Filipe Mateus Rodrigues. Completed the Mestrado integrado in Engenharia Biológica in 2012/09 by Universidade de Lisboa Instituto Superior Técnico, Licenciatura in Ciências de Engenharia - Engenharia Informática e de Computadores in 2008/08 by Universidade de Lisboa Instituto Superior Técnico, Licenciatura in Ciências de Engenharia - Engenharia Biológica in 2010/08 by Universidade de Lisboa Instituto Superior Técnico and Docteur in Chemistry and Chemical Engineering in 2018/07/13 by École Polytechnique Fédérale de Lausanne. Is Assistant Professor in Universidade do Porto Faculdade de Engenharia. Published 22 articles in journals. Has 1 section(s) of books. Co-supervised 5 MSc dissertation(s). Has received 6 awards and/or honors. Participates and/or participated as Post-doc Fellow in 2 project(s) and Researcher in 1 project(s). Works in the area(s) of Engineering and Technology with emphasis on Chemical Engineering with emphasis on Chemical Process Engineering. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Process modeling; Process control; Optimization; System identification; Optimal control; .
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Identificação

Identificação pessoal

Nome completo
Diogo Filipe Mateus Rodrigues

Nomes de citação

  • Rodrigues, Diogo

Identificadores de autor

Ciência ID
C714-9884-92C3
ORCID iD
0000-0001-7823-2993
Google Scholar ID
Deo1k24AAAAJ
Researcher Id
E-2500-2018
Scopus Author Id
56533272200

Endereços de correio eletrónico

  • dfrodrigues@fe.up.pt (Profissional)

Moradas

  • LSRE-LCM - Laboratory of Separation and Reaction Engineering - Laboratory of Catalysis and Materials, Faculdade de Engenharia, Universidade do Porto, Rua Dr. Roberto Frias, 4200-465, Porto, Porto, Portugal (Profissional)

Domínios de atuação

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

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Português (Idioma materno)
Inglês Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2) Utilizador proficiente (C2)
Francês Utilizador independente (B2) Utilizador independente (B2) Utilizador independente (B2) Utilizador independente (B2) Utilizador independente (B2)
Formação
Grau Classificação
2013/12 - 2018/07/13
Concluído
 Chemistry and Chemical Engineering (Docteur)
École Polytechnique Fédérale de Lausanne, Suiça
"Concept of Variants and Invariants for Reaction Systems, with Application to Estimation, Control and Optimization" (TESE/DISSERTAÇÃO)
 Distinction for a remarkable PhD thesis (top 8%)
2010/09 - 2012/09
Concluído
 Engenharia Biológica (Mestrado integrado)
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Production of Recombinant Human Aldehyde Oxidase in E. coli and Optimization of its Application for Preparative Synthesis of Oxidized Drug Metabolites" (TESE/DISSERTAÇÃO)
 Final average grade of 19 (20-point grading scale)
2008/09 - 2010/08
Concluído
 Ciências de Engenharia - Engenharia Biológica (Licenciatura)
Universidade de Lisboa Instituto Superior Técnico, Portugal
 Final average grade of 18 (20-point grading scale)
2005/09 - 2008/08
Concluído
 Ciências de Engenharia - Engenharia Informática e de Computadores (Licenciatura)
Universidade de Lisboa Instituto Superior Técnico, Portugal
 Final average grade of 19 (20-point grading scale)
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
2022/09 - 2023/05 Investigador (Investigação) Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal
2021/04 - 2022/08 Investigador Contratado (Investigação) Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal
2019/09 - 2021/03 Pós-doutorado (Investigação) University of California Berkeley, Estados Unidos
2018/08 - 2019/07 Pós-doutorado (Investigação) Kungliga Tekniska Högskolan, Suécia
2013/12 - 2018/06 Assistente de Investigação (carreira) (Investigação) École Polytechnique Fédérale de Lausanne, Suiça
2013/04 - 2013/11 Assistente de Investigação (carreira) (Investigação) Novartis Pharma AG, Suiça
2012/10 - 2013/03 Estagiário de Investigação (Investigação) Novartis Pharma AG, Suiça
2012/03 - 2012/08 Estagiário de Investigação (Investigação) Novartis Pharma AG, Suiça

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2023/05 - Atual Professor Auxiliar (Docente Universitário) Universidade do Porto Faculdade de Engenharia, Portugal
2022/09 - 2023/05 Professor Auxiliar Convidado (Docente Universitário) Universidade de Lisboa Instituto Superior Técnico, Portugal
Projetos

Bolsa

Designação Financiadores
2022 - 2022 Dynamic optimization with guaranteed global optimality and robustness with respect to model mismatch
101063999
Bolseiro de Pós-Doutoramento
Universidade de Lisboa Instituto Superior Técnico, Portugal
 Horizon Europe Excellent Science
Desativado
2019/09/01 - 2021/03/31 Global dynamic optimization of repetitive processes in the presence of plant-model mismatch
P2ELP2_184521
Bolseiro de Pós-Doutoramento
University of California, Berkeley - Department of Chemical and Biomolecular Engineering, Estados Unidos
 Schweizerischer Nationalfonds zur Förderung der wissenschaftlichen Forschung
Concluído

Projeto

Designação Financiadores
2022/09 - 2023/05 Dynamic optimization with guaranteed global optimality and robustness with respect to model mismatch
2021.01762.CEECIND
Investigador
Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal
 Fundação para a Ciência e a Tecnologia
Concluído
Produções

Publicações

Artigo em conferência
  1. Bontron, C.; Rodrigues, D.; Braz, C. G.; Matos, H. A.. "Life cycle assessment of two liquid organic hydrogen carriers". Trabalho apresentado em 33rd European Symposium on Computer Aided Process Engineering, Athens, 2023.
    10.1016/b978-0-443-15274-0.50539-4
  2. Rodrigues, D.; Mesbah, A.. "Adaptive global solutions to single-input optimal control problems via Gaussian processes". Trabalho apresentado em 22nd IFAC World Congress 2023, Yokohama, 2023.
    10.1016/j.ifacol.2023.10.1250
  3. Rivero, M. A.; Rodrigues, D.; Pinheiro, C. I. C.; Cardoso, J. P.; Mendes, L. F.. "Modelling a calcium-looping fluidised bed calcination reactor with solar-driven heat flux". Trabalho apresentado em 24th Conference on Process Integration for Energy Saving and Pollution Reduction - PRES'21, Brno, 2021.
    10.3303/CET2188145
  4. Rodrigues, D.; Abdalmoaty, M. R.; Hjalmarsson, H.. "Toward tractable global solutions to Bayesian point estimation problems via sparse sum-of-squares relaxations". Trabalho apresentado em 2020 American Control Conference (ACC), Denver, CO, 2020.
    10.23919/ACC45564.2020.9147484
  5. Rodrigues, D.; Makrygiorgos, G.; Mesbah, A.. "Tractable global solutions to Bayesian optimal experiment design". Trabalho apresentado em 2020 IEEE 59th Conference on Decision and Control (CDC), Jeju Island, 2020.
    10.1109/CDC42340.2020.9304226
  6. Rodrigues, D.. "An integrated approach for experimental design, control, and optimization of perfusion bioreactors". Trabalho apresentado em 21st IFAC World Congress 2020, Berlin, 2020.
    10.1016/j.ifacol.2020.12.1218
  7. Rodrigues, D.; Hjalmarsson, H.. "Stability and performance analysis of control based on incomplete models". Trabalho apresentado em 12th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems DYCOPS 2019, Florianópolis, 2019.
    10.1016/j.ifacol.2019.06.172
  8. Rodrigues, D.; Abdalmoaty, M. R.; Hjalmarsson, H.. "Toward tractable global solutions to maximum-likelihood estimation problems via sparse sum-of-squares relaxations". Trabalho apresentado em 2019 IEEE 58th Conference on Decision and Control (CDC), Nice, 2019.
    10.1109/CDC40024.2019.9029890
  9. Rodrigues, D.; Bonvin, D.. "Parsimonious input parameterization for dynamic optimization problems". Trabalho apresentado em 13th International Symposium on Process Systems Engineering (PSE 2018), San Diego, CA, 2018.
    10.1016/B978-0-444-64241-7.50123-3
  10. Rodrigues, D.; Billeter, J.; Bonvin, D.. "Global identification of kinetic parameters via the extent-based incremental approach". Trabalho apresentado em 27th European Symposium on Computer Aided Process Engineering, Barcelona, 2017.
    10.1016/B978-0-444-63965-3.50355-X
  11. Rodrigues, D.; Billeter, J.; Bonvin, D.. "Control of reaction systems via rate estimation and feedback linearization". Trabalho apresentado em 12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering, Copenhagen, 2015.
    10.1016/B978-0-444-63578-5.50018-9
  12. Rodrigues, D.; Billeter, J.; Bonvin, D.. "Incremental model identification of distributed two-phase reaction systems". Trabalho apresentado em 9th IFAC Symposium on Advanced Control of Chemical Processes ADCHEM 2015, Whistler, 2015.
    10.1016/j.ifacol.2015.08.192
Artigo em revista
  1. Sousa, D.; Rodrigues, D.; Castro, P. M.; Matos, H. A.. "Equation-oriented modeling and optimization of a biorefinery based on avocado waste". Processes 12 1 (2024): 91.
    10.3390/pr12010091
  2. Rodrigues, D.; Chan, K. J.; Mesbah, A.. "Data-driven adaptive optimal control under model uncertainty: An application to cold atmospheric plasmas". IEEE Transactions on Control Systems Technology 31 1 (2023): 55-69.
    10.1109/TCST.2022.3172597
  3. Rodrigues, D.; Alvarez Rivero, M.; Pinheiro, C. I. C.; Cardoso, J. P.; Mendes, L. F.. "Computational model of a Calcium-looping fluidized bed calcination reactor with imposed concentrated solar irradiance". Solar Energy 258 (2023): 72-87.
    10.1016/j.solener.2023.04.018
  4. Rodrigues, D.; Pinheiro, C. I. C.; Filipe, R. M.; Mendes, L. F.; Matos, H. A.. "Optimization of an improved calcium-looping process for thermochemical energy storage in concentrating solar power plants". Journal of Energy Storage 72 (2023): 108199.
    10.1016/j.est.2023.108199
  5. Rodrigues, D.; Mesbah, A.. "Efficient global solutions to single-input optimal control problems via approximation by sum-of-squares polynomials". IEEE Transactions on Automatic Control 67 9 (2022): 4674-4686.
    10.1109/TAC.2022.3165481
  6. Rodrigues, D.; Marchetti, A. G.; Bonvin, D.. "On improving the efficiency of modifier adaptation via directional information". Computers & Chemical Engineering 164 (2022): 107867.
    10.1016/j.compchemeng.2022.107867
  7. Rodrigues, D.; Makrygiorgos, G.; Mesbah, A.. "Tractable global solutions to chance-constrained Bayesian optimal experiment design for arbitrary prior and noise distributions". Journal of Process Control 116 (2022): 1-18.
    10.1016/j.jprocont.2022.05.008
  8. Alvarez Rivero, M.; Rodrigues, D.; Pinheiro, C. I. C.; Cardoso, J. P.; Mendes, L. F.. "Solid-gas reactors driven by concentrated solar energy with potential application to calcium looping: A comparative review". Renewable and Sustainable Energy Reviews 158 (2022): 112048.
    10.1016/j.rser.2021.112048
  9. Rodrigues, D.; Mesbah, A.. "Multivariable control based on incomplete models via feedback linearization and continuous-time derivative estimation". International Journal of Robust and Nonlinear Control 31 18 (2021): 9193-9230.
    10.1002/rnc.5762
  10. Ha Hoang, N.; Rodrigues, D.; Bonvin, D.. "On the computation of extents of reaction with a limited number of measurements". Computers & Chemical Engineering 146 (2021): 107014.
    10.1016/j.compchemeng.2020.107014
  11. Rodrigues, D.; Abdalmoaty, M. R.; Jacobsen, E. W.; Chotteau, V.; Hjalmarsson, H.. "An integrated approach for modeling and identification of perfusion bioreactors via basis flux modes". Computers & Chemical Engineering (2021): 107238.
    10.1016/j.compchemeng.2021.107238
  12. Ha Hoang, N.; Rodrigues, D.; Bonvin, D.. "Revisiting the concept of extents for chemical reaction systems using an enthalpy balance". Computers & Chemical Engineering 136 (2020): 106652.
    10.1016/j.compchemeng.2019.106652
  13. Rodrigues, D.; Bonvin, D.. "On reducing the number of decision variables for dynamic optimization". Optimal Control Applications and Methods 41 1 (2020): 292-311.
    10.1002/oca.2543
  14. Rodrigues, D.; Bonvin, D.. "Dynamic optimization of reaction systems via exact parsimonious input parameterization". Industrial & Engineering Chemistry Research 58 26 (2019): 11199-11212.
    10.1021/acs.iecr.8b05512
  15. Rodrigues, D.; Billeter, J.; Bonvin, D.. "Maximum-likelihood estimation of kinetic parameters via the extent-based incremental approach". Computers & Chemical Engineering 122 (2019): 152-171.
    10.1016/j.compchemeng.2018.05.024
  16. Billeter, J.; Rodrigues, D.; Srinivasan, S.; Amrhein, M.; Bonvin, D.. "On decoupling rate processes in chemical reaction systems - Methods and applications". Computers & Chemical Engineering 114 (2018): 296-305.
    10.1016/j.compchemeng.2017.09.021
  17. Rodrigues, D.; Amrhein, M.; Billeter, J.; Bonvin, D.. "Fast estimation of plant steady state for imperfectly known dynamic systems, with application to real-time optimization". Industrial & Engineering Chemistry Research 57 10 (2018): 3699-3716.
    10.1021/acs.iecr.7b04631
  18. Rodrigues, D.; Billeter, J.; Bonvin, D.. "Generalization of the concept of extents to distributed reaction systems". Chemical Engineering Science 171 (2017): 558-575.
    10.1016/j.ces.2017.05.051
  19. Rodrigues, D.; Billeter, J.; Bonvin, D.. "Semi-analytical solutions for tubular chemical reactors". Chemical Engineering Science 172 (2017): 239-249.
    10.1016/j.ces.2017.06.008
  20. Bonvin, D.; Georgakis, C.; Pantelides, C.C.; Barolo, M.; Grover, M.A.; Rodrigues, D.; Schneider, R.; Dochain, D.. "Linking models and experiments". Industrial & Engineering Chemistry Research 55 25 (2016): 6891-6903.
    10.1021/acs.iecr.5b04801
  21. Rodrigues, D.; Srinivasan, S.; Billeter, J.; Bonvin, D.. "Variant and invariant states for chemical reaction systems". Computers & Chemical Engineering 73 (2015): 23-33.
    10.1016/j.compchemeng.2014.10.009
  22. Rodrigues, D.; Kittelmann, M.; Eggimann, F.; Bachler, T.; Abad, S.; Camattari, A.; Glieder, A.; Winkler, M.; Lütz, S.. "Production of recombinant human aldehyde oxidase in Escherichia coli and optimization of its application for the preparative synthesis of oxidized drug metabolites". ChemCatChem 6 4 (2014): 1028-1042.
    10.1002/cctc.201301094
Capítulo de livro
  1. Rodrigues, D.; Bonvin, D.. "Concept of variants, invariants, and extents for reaction systems". In Reference Module in Chemistry, Molecular Sciences and Chemical Engineering, editado por Reedijk, J.. Amsterdam: Elsevier, 2019.
    10.1016/b978-0-12-409547-2.14437-3
Resumo em conferência
  1. Rodrigues, D.; Mendes, L. F.; Pinheiro, C. I. C.. "Process optimization of calcium-looping for thermochemical energy storage". Trabalho apresentado em 25th Conference on Process Integration for Energy Saving and Pollution Reduction – PRES'22, Split, 2022.
  2. Rodrigues, D.; Pinheiro, C.; Mendes, L. F.. "Process optimization of calcium-looping for concentrating solar power plants". Trabalho apresentado em AIChE Annual Meeting, Phoenix, AZ, 2022.
  3. Rodrigues, D.; Makrygiorgos, G.; Mesbah, A.. "Tractable global solutions to chance-constrained Bayesian optimal experiment design for arbitrary prior and noise distributions". Trabalho apresentado em AIChE Annual Meeting, Boston, MA, 2021.
  4. Rodrigues, D.; Chan, K.; Mesbah, A.. "Optimal control of dose delivery in atmospheric pressure plasma jets". Trabalho apresentado em AIChE Annual Meeting, Boston, MA, 2021.
  5. Rodrigues, D.; Mesbah, A.. "Efficient global solutions to optimal control problems via polynomial optimization and sum-of-squares relaxations". Trabalho apresentado em AIChE Annual Meeting, San Francisco, CA, 2020.
  6. Rodrigues, D.; Makrygiorgos, G.; Mesbah, A.. "Tractable global solutions to Bayesian optimal experiment design". Trabalho apresentado em AIChE Annual Meeting, San Francisco, CA, 2020.
  7. Rodrigues, D.; Billeter, J.; Bonvin, D.. "Optimal control laws for batch and semi-batch reactors using the concept of extents". Trabalho apresentado em AIChE Annual Meeting, Minneapolis, MN, 2017.
  8. Bonvin, D.; Srinivasan, S.; Rodrigues, D.; Billeter, J.; Amrhein, M.. "Concept and applications of extents in chemical reaction systems". Trabalho apresentado em Foundations of Computer Aided Process Operations / Chemical Process Control, Tucson, AZ, 2017.
  9. Oulevey, A.; Rodrigues, D.; Billeter, J.; Bonvin, D.. "Generalized incremental model identification for chemical reaction systems". Trabalho apresentado em SCS Fall Meeting, Bern, 2017.
  10. Rodrigues, D.; Amrhein, M.; Billeter, J.; Bonvin, D.. "Fast estimation of plant steady state, with application to static RTO". Trabalho apresentado em AIChE Annual Meeting, San Francisco, CA, 2016.
  11. Chhabra, V.; Rodrigues, D.; Srinivasan, S.; Billeter, J.; Bonvin, D.. "Extent-based model identification of surface catalytic reaction systems". Trabalho apresentado em SCS Fall Meeting, Zurich, 2014.
Atividades

Apresentação oral de trabalho

Título da apresentação Nome do evento
Anfitrião (Local do evento)
2023 Efficient methods for global solutions to optimal control problems Seminar
Instituto Superior Técnico (Lisboa, Portugal)
2022 Efficient methods for global solutions to optimal control problems Seminar
Instituto Superior Técnico (Lisboa, Portugal)
2019 Toward tractable global solutions to estimation problems via sparse sum-of-squares relaxations Seminar
Kungliga Tekniska Högskolan (Stockholm, Suécia)
2018 Incremental model identification of reaction systems Seminar
Kungliga Tekniska Högskolan (Stockholm, Suécia)
2018 Incremental model identification of reaction systems ERNSI Workshop
University of Cambridge (Cambridge, Reino Unido)
2017 Incremental model identification of reaction systems Seminar
Universidade de Santiago de Compostela (Santiago de Compostela, Espanha)

Orientação

Título / Tema
Papel desempenhado 		Curso (Tipo)
Instituição / Organização
2023 - 2023 Computational code of a transient model to analyse a calcium-looping fluidised bed calcination reactor with concentrated solar-driven heat flux
Coorientador de Pedro Morais
 Engineering Physics (Outra)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2023 Data-driven modeling para aplicações de hidrogénio verde na indústria cimenteira
Coorientador de Maria Ana Gonçalo
 Chemical Engineering (Mestrado)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2022 Transient model of a calcium-looping fluidized bed calcination reactor driven by concentrated solar energy
Coorientador de Claudio Totagiancaspro
 Mechanical Engineering (Mestrado)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2022 Comparison of two liquid organic hydrogen carriers (LOHCs) via their life cycle assessment
Orientador de Camille Bontron
 Chemical Engineering (Iniciação científica)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2017 - 2017 Novel model identification methods for chemical reaction systems
Coorientador de Adrien Oulevey
 Chemical Engineering and Biotechnology (Mestrado)
École Polytechnique Fédérale de Lausanne, Suiça
2015 - 2015 Contrôle de la température et de la pression dans les machines à café professionnelles
Coorientador de Matteo Keller
 Microengineering (Mestrado)
École Polytechnique Fédérale de Lausanne, Suiça
2015 - 2015 Control without kinetic models via rate estimation and feedback linearization
Coorientador de Abeynaya Gnanasekaran
 Chemistry and Chemical Engineering (Iniciação científica)
École Polytechnique Fédérale de Lausanne, Suiça
2014 - 2014 Modelling of surface catalytic reaction systems using the concept of extents
Coorientador de Vibhuti Chhabra
 Chemical Engineering and Biotechnology (Mestrado)
École Polytechnique Fédérale de Lausanne, Suiça

Curso / Disciplina lecionado

Disciplina Curso (Tipo) Instituição / Organização
2023 - Atual Engineering Project (practical classes and student supervision) Chemical Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2023 - Atual Decision and Optimization Methods in Chemical Engineering (lectures and laboratory classes) Chemical Engineering (Mestrado) Universidade do Porto Faculdade de Engenharia, Portugal
2023 - Atual Calculus III (practical classes) Chemical Engineering (Licenciatura) Universidade do Porto Faculdade de Engenharia, Portugal
2023 - 2023 Integrated Project in Chemical Engineering (student supervision) Chemical Engineering (Licenciatura) Universidade de Lisboa Instituto Superior Técnico, Portugal
2023 - 2023 New Product Development (practical classes) Chemical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2022 - 2022 Chemical Engineering Project (student supervision) Chemical Engineering (Mestrado) Universidade de Lisboa Instituto Superior Técnico, Portugal
2014 - 2018 Control Systems (hands-on laboratory sessions) Electrical and Electronic Engineering (Bachelor) École Polytechnique Fédérale de Lausanne, Suiça
2015 - 2017 Dynamical Systems (problem sessions) Mechanical Engineering (Bachelor) École Polytechnique Fédérale de Lausanne, Suiça
2014 - 2017 Process Control (problem sessions) Chemistry and Chemical Engineering (Bachelor) École Polytechnique Fédérale de Lausanne, Suiça

Membro de associação

Nome da associação Tipo de participação
2016 - Atual American Institute of Chemical Engineers Member
Distinções

Prémio

2018 Distinction for a remarkable PhD thesis (evaluated among the top 8%) in Chemistry and Chemical Engineering
École Polytechnique Fédérale de Lausanne, Suiça
2012 "Best Students of UTL/Santander Totta Award" for the best final year students
Universidade de Lisboa Instituto Superior Técnico, Portugal
2011 Merit scholarship for outstanding academic performance (best student in the degree)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2010 Merit scholarship for outstanding academic performance (best student in the degree)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2008 Merit scholarship for outstanding academic performance (best student in the degree)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2007 Merit scholarship for outstanding academic performance (best student in the degree)
Universidade de Lisboa Instituto Superior Técnico, Portugal