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Scopus Author ID: 56533272200
Ciência ID: C714-9884-92C3

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Employment (10)

Universidade do Porto Faculdade de Engenharia: Porto, Porto, PT

2023-05 to present | Assistant Professor (Departamento de Engenharia Química)
Employment
Source: Self-asserted source
Diogo Rodrigues

Universidade de Lisboa Instituto Superior Técnico: Lisboa, Lisboa, PT

2022-09 to 2023-05 | Junior Researcher (Centro de Recursos Naturais e Ambiente)
Employment
Source: Self-asserted source
Diogo Rodrigues

Universidade de Lisboa Instituto Superior Técnico: Lisboa, Lisboa, PT

2022-09 to 2023-05 | Invited Assistant Professor (Departamento de Engenharia Química)
Employment
Source: Self-asserted source
Diogo Rodrigues

Universidade de Lisboa Instituto Superior Técnico: Lisboa, Lisboa, PT

2021-04 to 2022-08 | Postdoctoral Researcher (Centro de Química Estrutural)
Employment
Source: Self-asserted source
Diogo Rodrigues

University of California Berkeley: Berkeley, CA, US

2019-09 to 2021-03 | Postdoctoral Scholar (Department of Chemical and Biomolecular Engineering)
Employment
Source: Self-asserted source
Diogo Rodrigues

KTH Royal Institute of Technology: Stockholm, SE

2018-08 to 2019-07 | Postdoctoral Researcher (Division of Decision and Control Systems)
Employment
Source: Self-asserted source
Diogo Rodrigues

École Polytechnique Fédérale de Lausanne: Lausanne, VD, CH

2013-12 to 2018-06 | Doctoral Assistant
Employment
Source: Self-asserted source
Diogo Rodrigues

Novartis Pharma AG: Basel, BS, CH

2013-04 to 2013-11 | Scientific Associate (temporary)
Employment
Source: Self-asserted source
Diogo Rodrigues

Novartis Pharma AG: Basel, BS, CH

2012-10 to 2013-03 | Trainee in Continuous Manufacturing
Employment
Source: Self-asserted source
Diogo Rodrigues

Novartis Pharma AG: Basel, BS, CH

2012-03 to 2012-08 | Master Student
Employment
Source: Self-asserted source
Diogo Rodrigues

Education and qualifications (3)

École Polytechnique Fédérale de Lausanne: Lausanne, VD, CH

2013-12 to 2018-07 | PhD in Chemistry and Chemical Engineering
Education
Source: Self-asserted source
Diogo Rodrigues

Universidade de Lisboa Instituto Superior Técnico: Lisboa, Lisboa, PT

2008-09 to 2012-09 | BSc and MSc in Biological Engineering
Education
Source: Self-asserted source
Diogo Rodrigues

Universidade de Lisboa Instituto Superior Técnico: Lisboa, Lisboa, PT

2005-09 to 2008-08 | BSc in Information Systems and Computer Engineering
Education
Source: Self-asserted source
Diogo Rodrigues

Professional activities (1)

École Polytechnique Fédérale de Lausanne: Lausanne, VD, CH

2018-07 | Distinction for a remarkable PhD thesis (evaluated among the top 8%) in Chemistry and Chemical Engineering in 2018
Distinction
Source: Self-asserted source
Diogo Rodrigues

Funding (3)

Dynamic optimization with guaranteed global optimality and robustness with respect to model mismatch

2022-09 to 2023-05 | Contract
Fundação para a Ciência e a Tecnologia (Lisboa, PT)
GRANT_NUMBER:

2021.01762.CEECIND
Source: Self-asserted source
Diogo Rodrigues

Dynamic optimization with guaranteed global optimality and robustness with respect to model mismatch

2022 to 2022 | Grant
European Commission (Brussels, BE)
GRANT_NUMBER:

101063999
Source: Self-asserted source
Diogo Rodrigues

Global dynamic optimization of repetitive processes in the presence of plant-model mismatch

2019-09 to 2021-03 | Grant
Schweizerischer Nationalfonds zur Förderung der wissenschaftlichen Forschung (Bern, CH)
GRANT_NUMBER:

P2ELP2_184521
Source: Self-asserted source
Diogo Rodrigues

Works (41)

Equation-Oriented Modeling and Optimization of a Biorefinery Based on Avocado Waste

Processes
2024 | Journal article
DOI: 10.3390/pr12010091
EID:

2-s2.0-85183369320

Part of ISSN: 22279717
Contributors: Sousa, D.; Rodrigues, D.; Castro, P.M.; Matos, H.A.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Adaptive Global Solutions to Single-Input Optimal Control Problems via Gaussian Processes

IFAC-PapersOnLine
2023 | Conference paper
DOI: 10.1016/j.ifacol.2023.10.1250
EID:

2-s2.0-85183633469

Part of ISBN: 9781713872344
Part of ISSN: 24058963
Contributors: Rodrigues, D.; Mesbah, A.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Computational model of a Calcium-looping fluidized bed calcination reactor with imposed concentrated solar irradiance

Solar Energy
2023 | Journal article
DOI: 10.1016/j.solener.2023.04.018
EID:

2-s2.0-85156263715

Part of ISSN: 0038092X
Contributors: Rodrigues, D.; Alvarez Rivero, M.; Pinheiro, C.I.C.; Cardoso, J.P.; Mendes, L.F.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Data-Driven Adaptive Optimal Control Under Model Uncertainty: An Application to Cold Atmospheric Plasmas

IEEE Transactions on Control Systems Technology
2023 | Journal article
DOI: 10.1109/TCST.2022.3172597
EID:

2-s2.0-85130860236

Part of ISSN: 15580865 10636536
Contributors: Rodrigues, D.; Chan, K.J.; Mesbah, A.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Life Cycle Assessment of Two Liquid Organic Hydrogen Carriers

Computer Aided Chemical Engineering
2023 | Book chapter
DOI: 10.1016/B978-0-443-15274-0.50539-4
EID:

2-s2.0-85164993405

Part of ISSN: 15707946
Contributors: Bontron, C.; Rodrigues, D.; Braz, C.G.; Matos, H.A.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Optimization of an improved calcium-looping process for thermochemical energy storage in concentrating solar power plants

Journal of Energy Storage
2023 | Journal article
DOI: 10.1016/j.est.2023.108199
EID:

2-s2.0-85165225333

Part of ISSN: 2352152X
Contributors: Rodrigues, D.; Pinheiro, C.I.C.; Filipe, R.M.; Mendes, L.F.; Matos, H.A.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier
grade
Preferred source (of 2)‎

Efficient Global Solutions to Single-Input Optimal Control Problems via Approximation by Sum-of-Squares Polynomials

IEEE Transactions on Automatic Control
2022 | Journal article
DOI: 10.1109/TAC.2022.3165481
EID:

2-s2.0-85127750758

Part of ISSN: 15582523 00189286
Contributors: Rodrigues, D.; Mesbah, A.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

On improving the efficiency of modifier adaptation via directional information

Computers and Chemical Engineering
2022 | Journal article
DOI: 10.1016/j.compchemeng.2022.107867
EID:

2-s2.0-85132723029

Part of ISSN: 00981354
Contributors: Rodrigues, D.; Marchetti, A.G.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Solid–gas reactors driven by concentrated solar energy with potential application to calcium looping: A comparative review

Renewable and Sustainable Energy Reviews
2022 | Journal article
DOI: 10.1016/j.rser.2021.112048
EID:

2-s2.0-85123400445

Part of ISSN: 18790690 13640321
Contributors: Alvarez Rivero, M.; Rodrigues, D.; Pinheiro, C.I.C.; Cardoso, J.P.; Mendes, L.F.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Tractable global solutions to chance-constrained Bayesian optimal experiment design for arbitrary prior and noise distributions

Journal of Process Control
2022 | Journal article
DOI: 10.1016/j.jprocont.2022.05.008
EID:

2-s2.0-85131579558

Part of ISSN: 09591524
Contributors: Rodrigues, D.; Makrygiorgos, G.; Mesbah, A.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier
grade
Preferred source (of 2)‎

An integrated approach for modeling and identification of perfusion bioreactors via basis flux modes

Computers and Chemical Engineering
2021 | Journal article
DOI: 10.1016/j.compchemeng.2021.107238
EID:

2-s2.0-85103977622

Part of ISSN: 00981354
Contributors: Rodrigues, D.; Abdalmoaty, M.R.; Jacobsen, E.W.; Chotteau, V.; Hjalmarsson, H.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Modelling a Calcium-Looping Fluidised Bed Calcination Reactor with Solar-Driven Heat Flux

Chemical Engineering Transactions
2021 | Journal article
DOI: 10.3303/CET2188145
EID:

2-s2.0-85122502956

Part of ISSN: 22839216
Contributors: Rivero, M.A.; Rodrigues, D.; Pinheiro, C.I.C.; Cardoso, J.P.; Mendes, L.F.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Multivariable control based on incomplete models via feedback linearization and continuous-time derivative estimation

International Journal of Robust and Nonlinear Control
2021 | Journal article
DOI: 10.1002/rnc.5762
EID:

2-s2.0-85114686887

Part of ISSN: 10991239 10498923
Contributors: Rodrigues, D.; Mesbah, A.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

On the computation of extents of reaction with a limited number of measurements

Computers and Chemical Engineering
2021 | Journal article
DOI: 10.1016/j.compchemeng.2020.107014
EID:

2-s2.0-85088940857
Contributors: Hoang, N.H.; Rodrigues, D.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Optimal Control of Dose Delivery in Atmospheric Pressure Plasma Jets

AIChE Annual Meeting, Conference Proceedings
2021 | Conference paper
EID:

2-s2.0-85136160179
Contributors: Rodrigues, D.; Chan, K.; Mesbah, A.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Tractable Global Solutions to Chance-Constrained Bayesian Optimal Experiment Design for Arbitrary Prior and Noise Distributions

AIChE Annual Meeting, Conference Proceedings
2021 | Conference paper
EID:

2-s2.0-85136194878
Contributors: Rodrigues, D.; Makrygiorgos, G.; Mesbah, A.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

An Integrated Approach for Experimental Design, Control, and Optimization of Perfusion Bioreactors

IFAC-PapersOnLine
2020 | Conference paper
DOI: 10.1016/j.ifacol.2020.12.1218
EID:

2-s2.0-85119590235

Part of ISSN: 24058963
Contributors: Rodrigues, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Efficient global solutions to optimal control problems via polynomial optimization and sum-of-squares relaxations

AIChE Annual Meeting, Conference Proceedings
2020 | Conference paper
EID:

2-s2.0-85106178524
Contributors: Rodrigues, D.; Mesbah, A.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

On reducing the number of decision variables for dynamic optimization

Optimal Control Applications and Methods
2020 | Journal article
DOI: 10.1002/oca.2543
EID:

2-s2.0-85074768944
Contributors: Rodrigues, D.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Revisiting the concept of extents for chemical reaction systems using an enthalpy balance

Computers and Chemical Engineering
2020 | Journal article
DOI: 10.1016/j.compchemeng.2019.106652
EID:

2-s2.0-85081010968

Part of ISBN:

00981354
Contributors: Ha Hoang, N.; Rodrigues, D.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Toward Tractable Global Solutions to Bayesian Point Estimation Problems via Sparse Sum-of-Squares Relaxations

Proceedings of the American Control Conference
2020 | Conference paper
DOI: 10.23919/ACC45564.2020.9147484
EID:

2-s2.0-85089592745

Part of ISBN:

07431619
Contributors: Rodrigues, D.; Abdalmoaty, M.R.; Hjalmarsson, H.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Tractable global solutions to bayesian optimal experiment design

AIChE Annual Meeting, Conference Proceedings
2020 | Conference paper
EID:

2-s2.0-85106167274
Contributors: Rodrigues, D.; Makrygiorgos, G.; Mesbah, A.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Tractable Global Solutions to Bayesian Optimal Experiment Design

Proceedings of the IEEE Conference on Decision and Control
2020 | Conference paper
DOI: 10.1109/CDC42340.2020.9304226
EID:

2-s2.0-85099877785

Part of ISSN: 07431546
Contributors: Rodrigues, D.; Makrygiorgos, G.; Mesbah, A.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Concept of Variants, Invariants, and Extents for Reaction Systems

Reference Module in Chemistry, Molecular Sciences and Chemical Engineering
2019 | Book chapter
DOI: 10.1016/b978-0-12-409547-2.14437-3
Part of ISBN: 9780124095472
Source: Self-asserted source
Diogo Rodrigues

Dynamic Optimization of Reaction Systems via Exact Parsimonious Input Parameterization

Industrial and Engineering Chemistry Research
2019 | Journal article
DOI: 10.1021/acs.iecr.8b05512
EID:

2-s2.0-85061543640
Contributors: Rodrigues, D.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Maximum-likelihood estimation of kinetic parameters via the extent-based incremental approach

Computers and Chemical Engineering
2019 | Journal article
DOI: 10.1016/j.compchemeng.2018.05.024
EID:

2-s2.0-85050861291
Contributors: Rodrigues, D.; Billeter, J.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Stability and performance analysis of control based on incomplete models

IFAC-PapersOnLine
2019 | Conference paper
DOI: 10.1016/j.ifacol.2019.06.172
EID:

2-s2.0-85070550184
Contributors: Rodrigues, D.; Hjalmarsson, H.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Toward Tractable Global Solutions to Maximum-Likelihood Estimation Problems via Sparse Sum-of-Squares Relaxations

Proceedings of the IEEE Conference on Decision and Control
2019 | Conference paper
DOI: 10.1109/CDC40024.2019.9029890
EID:

2-s2.0-85082474440

Part of ISBN:

07431546
Contributors: Rodrigues, D.; Abdalmoaty, M.R.; Hjalmarssond, H.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Fast Estimation of Plant Steady State for Imperfectly Known Dynamic Systems, with Application to Real-Time Optimization

Industrial and Engineering Chemistry Research
2018 | Journal article
DOI: 10.1021/acs.iecr.7b04631
EID:

2-s2.0-85043984656
Contributors: Rodrigues, D.; Amrhein, M.; Billeter, J.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

On decoupling rate processes in chemical reaction systems ? Methods and applications

Computers and Chemical Engineering
2018 | Journal article
DOI: 10.1016/j.compchemeng.2017.09.021
EID:

2-s2.0-85034990034
Contributors: Billeter, J.; Rodrigues, D.; Srinivasan, S.; Amrhein, M.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Parsimonious Input Parameterization for Dynamic Optimization Problems

Computer Aided Chemical Engineering
2018 | Book chapter
DOI: 10.1016/B978-0-444-64241-7.50123-3
EID:

2-s2.0-85050595051

Part of ISSN: 15707946
Contributors: Rodrigues, D.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Generalization of the concept of extents to distributed reaction systems

Chemical Engineering Science
2017 | Journal article
DOI: 10.1016/j.ces.2017.05.051
EID:

2-s2.0-85020537224
Contributors: Rodrigues, D.; Billeter, J.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Global Identification of Kinetic Parameters via the Extent-based Incremental Approach

Computer Aided Chemical Engineering
2017 | Book chapter
DOI: 10.1016/B978-0-444-63965-3.50355-X
EID:

2-s2.0-85041414064

Part of ISSN: 15707946
Contributors: Rodrigues, D.; Billeter, J.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Optimal control laws for batch and semi-batch reactors using the concept of extents

Computing and Systems Technology Division 2017 - Core Programming Area at the 2017 AIChE Annual Meeting
2017 | Conference paper
EID:

2-s2.0-85053126617
Contributors: Rodrigues, D.; Billeter, J.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Semi-analytical solutions for tubular chemical reactors

Chemical Engineering Science
2017 | Journal article
DOI: 10.1016/j.ces.2017.06.008
EID:

2-s2.0-85020549976
Contributors: Rodrigues, D.; Billeter, J.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Fast estimation of plant steady state, with application to static RTO

Computing and Systems Technology Division 2016 - Core Programming Area at the 2016 AIChE Annual Meeting
2016 | Conference paper
EID:

2-s2.0-85019147600
Contributors: Rodrigues, D.; Amrhein, M.; Billeter, J.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Linking Models and Experiments

Industrial and Engineering Chemistry Research
2016 | Journal article
DOI: 10.1021/acs.iecr.5b04801
EID:

2-s2.0-84976632453
Contributors: Bonvin, D.; Georgakis, C.; Pantelides, C.C.; Barolo, M.; Grover, M.A.; Rodrigues, D.; Schneider, R.; Dochain, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Control of Reaction Systems via Rate Estimation and Feedback Linearization

Computer Aided Chemical Engineering
2015 | Book chapter
DOI: 10.1016/B978-0-444-63578-5.50018-9
EID:

2-s2.0-84940558125

Part of ISSN: 15707946
Contributors: Rodrigues, D.; Billeter, J.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Incremental model identification of distributed two-phase reaction systems

IFAC-PapersOnLine
2015 | Conference paper
DOI: 10.1016/j.ifacol.2015.08.192
EID:

2-s2.0-84992478836
Contributors: Rodrigues, D.; Billeter, J.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Variant and invariant states for chemical reaction systems

Computers and Chemical Engineering
2015 | Journal article
DOI: 10.1016/j.compchemeng.2014.10.009
EID:

2-s2.0-84923853838
Contributors: Rodrigues, D.; Srinivasan, S.; Billeter, J.; Bonvin, D.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Production of recombinant human aldehyde oxidase in Escherichia coli and optimization of its application for the preparative synthesis of oxidized drug metabolites

ChemCatChem
2014 | Journal article
DOI: 10.1002/cctc.201301094
EID:

2-s2.0-84898614143
Contributors: Rodrigues, D.; Kittelmann, M.; Eggimann, F.; Bachler, T.; Abad, S.; Camattari, A.; Glieder, A.; Winkler, M.; Lütz, S.
Source: Self-asserted source
Diogo Rodrigues via Scopus - Elsevier

Peer review (26 reviews for 10 publications/grants)

Review activity for AIChE journal. (2)
Review activity for Axioms. (6)
Review activity for Chemical engineering science. (1)
Review activity for Entropy : (1)
Review activity for Fractal and fractional. (1)
Review activity for IEEE transactions on pattern analysis and machine intelligence. (1)
Review activity for Journal of the Taiwan Institute of Chemical Engineers. (1)
Review activity for Mathematics. (3)
Review activity for Optimal control applications and methods. (8)
Review activity for Sensors. (2)
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