Carlos Eduardo Robles Rodriguez

Research Scientist (INRAE) Toulouse, France
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Documents
Affiliations actuelles
  • Toulouse Biotechnology Institute (TBI)
  • Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)
  • SOPHYE - Séparation, oxydation et procédés Hybrides pour l'Environnement (TBI-SOPHYE)

Présentation

PREVIOUS POSITIONS

  • Post-doctoral Fellow ▪ Eindhoven University of Technology (TU/e), Control and Systems group, Dr. Leyla Ozkan ▪ Eindhoven, The Netherlands (08/2019 - 12/2020)
  • Post-doctoral Fellow ▪ Delft University of Technology (TUDelft), Delft Center for Systems and Control, Dr. Eric Steur ▪ Delft, The Netherlands (08/2018 - 08/2019)
  • Post-doctoral Fellow ▪ Université Catholique de Louvain (UCLouvain), ICTEAM, Prof. Denis Dochain ▪ Louvain-la-Neuve, Belgium (02/2017 - 07/2018)
  • Research Engineer ▪ Toulouse Biotechnology Institute (TBI, former LISBP), Fermentation Advances and Metabolic Engineering Team, Dr. César Aceves-Lara ▪ Toulouse, France (10/2016 - 12/2016)
  • Research Assistant ▪ Laboratory of Biotechnology for the Environmente (LBE), Dr. Éric Latrille and Dr. Victor Alcaraz-González ▪ Narbonne, France (08/2012 - 01/2013)
  • Research Assistant ▪ University of Guadalajara (UdeG), Chemical Engineering Department, Dr. Victor Alcaraz-González ▪ Guadalajara, Mexico (02/2011 - 06/2012)
  • Teacher Assistant ▪ University of Guadalajara (UdeG), Chemical Engineering Department, Course on Reactor’s Design ▪ Guadalajara, Mexico (02/2011 ▪ 06/2012)

EDUCATION PHD ▪ France (19/10/2016)
INSA Toulouse (Toulouse Biotechnology Institute TBI before LISBP) • Thesis: « Modeling and optimization of the production of bio-lipids by oleaginous yeasts » Supervisors: Dr. César Arturo ACEVES-LARA and Prof. Carole MOLINA-JOUVE

MASTER IN SCIENCE▪ Mexico (31/01/2013)
Chemical Engineering – University of Guadalajara (CUCEI) • Thesis: « Parameter estimation of an anaerobic digestion model in two stages ». Supervisors: Dr. Víctor GONZALEZ-ALVAREZ, Dr. Víctor ALCARAZ-GONZALEZ and Dr. Juan Paulo GARCIA-SANDOVAL

BACHELOR IN CHEMICAL ENGINEERING ▪ Mexico (2009)
University of Guadalajara (CUCEI)

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Publications

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Multisectoral Optimization of Residual Resource Valorization for the Bioeconomy

Ugo Javourez , Aras Ahmadi , C.E. Robles Rodriguez , L. Tiruta-Barna , Lorie Hamelin

Environmental Science and Technology, 2025, ⟨10.1021/acs.est.5c06495⟩

Article dans une revue hal-05064110v2

CO2 as an alternative carbon source for ethanol production: A simulation-based technical and environmental analysis

Mohamad Kanso , Carlos Eduardo Robles-Rodriguez , Ligia Tiruta-Barna

Journal of CO2 Utilization, 2025, 96, pp.103108. ⟨10.1016/j.jcou.2025.103108⟩

Article dans une revue hal-05216799v1

Consequential life cycle assessment of pretreatment strategies for a microalgae-based wastewater treatment pilot unit in a circular livestock industry bioeconomy

Anaid López-Sánchez , Carlos Daniel García-López , Gary Ossmar Lara-Topete , Juan Daniel Castanier-Rivas , Paloma Barajas-Álvarez et al.

Algal Research - Biomass, Biofuels and Bioproducts, 2025, 89, pp.104041. ⟨10.1016/j.algal.2025.104041⟩

Article dans une revue hal-05047000v1

Towards a machine learning operations (MLOps) soft sensor for real-time predictions in industrial-scale fed-batch fermentation

Brett Metcalfe , Juan Camilo Acosta-Pavas , Carlos Eduardo Robles-Rodriguez , George Georgakilas , Theodore Dalamagas et al.

Computers & Chemical Engineering, 2025, 194, pp.108991. ⟨10.1016/j.compchemeng.2024.108991⟩

Article dans une revue hal-04869434v1

Soft sensors based on interpretable learners for industrial-scale fed-batch fermentation: Learning from simulations

Juan Camilo Acosta-Pavas , Carlos Eduardo Robles-Rodriguez , David Griol , Fayza Daboussi , Cesar Arturo Aceves-Lara et al.

Computers & Chemical Engineering, 2024, 187, pp.108736. ⟨10.1016/j.compchemeng.2024.108736⟩

Article dans une revue hal-04678623v1
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A technical and environmental analysis of carbon capture technologies applied to biogas: A simulation approach

Mohamad Kanso , L. Tiruta-Barna , C.E. Robles Rodriguez

Sustainable Production and Consumption, 2024, 49, pp.625-640. ⟨10.1016/j.spc.2024.07.010⟩

Article dans une revue hal-04678632v1
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Toward thermal autarky for large-scale biogas plants: Dynamic energy modeling for energy efficiency in anaerobic digesters with enhanced multimembrane gasholders

M. Avila-Lopez , C.E. Robles Rodriguez , L. Tiruta-Barna , Aras Ahmadi

Fuel, 2023, 339, pp.126978. ⟨10.1016/j.fuel.2022.126978⟩

Article dans une revue hal-03974180v1

Fault Detection in Biological Methanation Process Using Machine Learning: A Comparative Study of Different Algorithms

Juan Acosta-Pavas , David Griol , Zoraida Callejas , David Camilo Corrales , Carlos Robles-Rodríguez et al.

Acta Agriculturae Slovenica, 2023, Lecture Notes in Networks and Systems, 749, pp.132-142. ⟨10.1007/978-3-031-42529-5_13⟩

Article dans une revue hal-04287983v1
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Review: Towards the next-generation models of the rumen microbiome for enhancing predictive power and guiding sustainable production strategies

R. Muñoz-Tamayo , M. Davoudkhani , I. Fakih , C.E. Robles-Rodriguez , F. Rubino et al.

Animal, 2023, 17 (Suppl. 5), pp.100984. ⟨10.1016/j.animal.2023.100984⟩

Article dans une revue hal-04255485v1

A mini review on the main challenges of implementing mechanical biological treatment plants for municipal solid waste in the Latin America region: Learning from the experiences of developed countries

Gary Ossmar Lara-Topete , C.E. Robles Rodriguez , Danielle Orozco-Nunnelly , Alethia Vázquez-Morillas , Gerardo Bernache-Pérez et al.

Waste Management and Research, In press, pp.0734242X2311541. ⟨10.1177/0734242X231154143⟩

Article dans une revue (article de synthèse) hal-04059082v1
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Dynamic modeling of biological methanation for different reactor configurations: An extension of the anaerobic digestion model No. 1

Juan Acosta-Pavas , Carlos Robles-Rodríguez , Jérôme Morchain , Claire Dumas , Arnaud Cockx et al.

Fuel, 2023, 344, pp.128106. ⟨10.1016/j.fuel.2023.128106⟩

Article dans une revue hal-04184348v1
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Dynamic genome-based metabolic modeling of the predominant cellulolytic rumen bacterium <i>Fibrobacter succinogenes</i> S85

Ibrahim Fakih , Jeanne Got , Carlos Eduardo Robles-Rodriguez , Anne Siegel , Evelyne Forano et al.

mSystems, 2023, 8 (3), pp.1-23. ⟨10.1128/msystems.01027-22⟩

Article dans une revue hal-04131368v1

Economic Multi-Objective Dynamic Optimization (EMODO) as a Decision-Making tool in Biomethanation Process

Juan Acosta-Pavas , C.E. Robles Rodriguez , Jérôme Morchain , David Camilo Corrales Munoz , Claire Dumas et al.

Chemical Engineering Transactions, 2023, 105, pp.193-198

Article dans une revue hal-04324235v1

Switching Multi-Objective Dynamic Optimization (MODO) for the Production of Value-Added Products

Juan Camilo Acosta-Pavas , Carlos E Robles-Rodríguez , Jérôme Morchain , David Camilo Corrales , Claire Dumas et al.

Computer Aided Chemical Engineering, 2023, Computer Aided Chemical Engineering, 52, pp.583-588. ⟨10.1016/B978-0-443-15274-0.50092-5⟩

Article dans une revue hal-04184400v1

Dynamic Multi-objective Optimization Applied to Biomethanation Process

Juan Camilo Acosta-Pavas , C.E. Robles Rodriguez , Camilo A Suarez Méndez , Jérôme Morchain , Claire Dumas et al.

Chemical Engineering Transactions, 2022, 96, ⟨10.3303/CET2296054⟩

Article dans une revue hal-04184413v1
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An Integrated Environmental Assessment of MSW Management in a Large City of a Developing Country: Taking the First Steps Towards a Circular Economy Model

Gary Ossmar Lara-Topete , Carlos Yebra-Montes , Danielle A Orozco-Nunnelly , Carlos Eduardo Robles-Rodríguez , Misael Sebastián Gradilla-Hernández

Frontiers in Environmental Science, 2022, 10, ⟨10.3389/fenvs.2022.838542⟩

Article dans une revue hal-03829964v1
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Modeling of milk acidification

C.E. E Robles-Rodriguez , E. Szymańska , L. Özkan

IFAC-PapersOnLine, 2021, 54 (3), pp.409 - 414. ⟨10.1016/j.ifacol.2021.08.276⟩

Article dans une revue hal-03400826v1
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Dynamic modeling of milk acidification: an empirical approach

Carlos Eduardo Robles-Rodríguez , Ewa Szymańska , Thom Huppertz , Leyla Özkan

Food and Bioproducts Processing, 2021, 128, pp.41-51. ⟨10.1016/j.fbp.2021.04.010⟩

Article dans une revue hal-03328584v1
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Flux balance analysis-based ranking for model order reduction of biochemical networks

Carlos Eduardo Robles-Rodriguez , Erik Steur

IFAC-PapersOnLine, 2021, 54 (15), pp.556-561. ⟨10.1016/j.ifacol.2021.10.315⟩

Article dans une revue hal-03450478v1

Management of an integrated network of wastewater treatment plants for improving water quality in a river basin

C.E. Robles-Rodriguez , A. Ben-Ayed , J. Bernier , V. Rocher , D. Dochain

IFAC-PapersOnLine, 2019, 52 (1), pp.358-363. ⟨10.1016/j.ifacol.2019.06.088⟩

Article dans une revue hal-03400843v1

Decomposed Threshold ARMAX Models for short- to medium-term wind power forecasting

C.E. E Robles-Rodriguez , D. Dochain

IFAC-PapersOnLine, 2018, 51 (13), pp.49 - 54. ⟨10.1016/j.ifacol.2018.07.253⟩

Article dans une revue hal-03400851v1
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Modeling and optimization of lipid accumulation by Yarrowia lipolytica from glucose under nitrogen depletion conditions

Carlos Robles Rodriguez , Rafael Munoz Tamayo , Carine Bideaux , Nathalie Gorret , Stéphane Guillouet et al.

Biotechnology and Bioengineering, 2018, 115 (5), pp.1-15. ⟨10.1002/bit.26537⟩

Article dans une revue hal-01713779v1
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A simple model of wastewater treatment plants for managing the quality of the Seine River

C.E. Robles-Rodriguez , J. Bernier , V. Rocher , D. Dochain

IFAC-PapersOnLine, 2018, 51 (18), pp.880-885. ⟨10.1016/j.ifacol.2018.09.236⟩

Article dans une revue hal-03400819v1

Dynamic metabolic modeling of lipid accumulation and citric acid production by Yarrowia lipolytica

Carlos Robles Rodriguez , Carine Bideaux , Stéphane Guillouet , Nathalie Gorret , Julien Cescut et al.

Computers & Chemical Engineering, 2017, 100, pp.139-152. ⟨10.1016/j.compchemeng.2017.02.013⟩

Article dans une revue hal-03628063v1
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Distribution optimale des installations de méthanisation sur un territoire : une méthodologie hiérarchique basée sur les performances et la localisation géographique

L. Lodato Martinez , L. Tiruta-Barna , C.E. Robles Rodriguez

2ème Congrès Interdisciplinaire sur l’Economie Circulaire (CIEC 2025), Université de Picardie Jules Verne [UPJV] ; Université de lille [U-Lille], Sep 2025, Amiens, France

Communication dans un congrès hal-05356151v1
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Dynamic hybrid model for biopesticides production using Bacillus thuringiensis strains

Sergio Figueroa Cardona , C.E. Robles Rodriguez , Rim El Jeni , Luc Fillaudeau , César Arturo Aceves-Lara

21st International Conference on Distributed Computing and Artificial Intelligence (DCAI 2024), Jun 2024, Salamanca, Spain

Communication dans un congrès hal-04978249v1
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Valoriser les bioressources: vers quels services ? Plateforme d'optimisation de cycle de vie d'une bioéconomie circulaire

Ugo Javourez , Aras Ahmadi , C.E. Robles Rodriguez , L. Tiruta-Barna , L Hamelin

CIEC2024, AIFREC, Jun 2024, Montpellier, France

Communication dans un congrès hal-04794273v1

Fault Detection in Biological Methanation Process Using Machine Learning: A Comparative Study of Different Algorithms

Juan Acosta-Pavas , David Griol , Zoraida Callejas , David Camilo Corrales , Carlos Robles-Rodríguez et al.

18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO), Sep 2023, Salamanca, Spain

Communication dans un congrès hal-04977763v1

Switching Multi-Objective Dynamic Optimization (MODO) for the Production of Value-Added Products

Juan Camilo Acosta-Pavas , Carlos E Robles-Rodríguez , Jérôme Morchain , David Camilo Corrales , Claire Dumas et al.

2nd International Conference on Energy, Environment & Digital Transition, Oct 2023, Palermo, Italy

Communication dans un congrès hal-04978178v1

Switching Multi-Objective Dynamic Optimization (MODO) for the Production of Value-Added Products

Juan Camilo Acosta-Pavas , Carlos E Robles-Rodríguez , Jérôme Morchain , David Camilo Corrales , Claire Dumas et al.

33rd European Symposium on Computer-Aided Process Engineering (ESCAPE-33), Jun 2023, Athens, Greece

Communication dans un congrès hal-04977706v1

Use of Support Vector Machine to Fault Detection in Biomethanation Process

J. Acosta-Pavas , C.E. Robles Rodriguez , C. Dumas , A. Cockx , Jérôme Morchain et al.

19th International Conference on Distributed Computing and Artificial Intelligence (DCAI 2022), Jul 2022, L'Aquila, Italy

Communication dans un congrès hal-04977457v1

Dynamic Multi-objective Optimization Applied to Biomethanation Process

Juan Camilo Acosta-Pavas , C.E. Robles Rodriguez , Camilo A Suarez Méndez , Jérôme Morchain , Claire Dumas et al.

1st International Conference on Energy, Environment & Digital Transition (E2DT), Oct 2022, Milan, Italy

Communication dans un congrès hal-04977506v1
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Soft-Sensors for Monitoring B. Thuringiensis Bioproduction

C. Robles Rodriguez , J. Abboud , N. Abdelmalek , S. Rouis , N. Bensaid et al.

18th International Conference on Distributed Computing and Artificial Intelligence (DCAI 2021), Oct 2021, Salamanca, Spain. ⟨10.1007/978-3-030-86261-9_13⟩

Communication dans un congrès hal-04977440v1

Centralized model predictive control of the wastewater treatment plant of Seine-Aval

A. Ben Ayed , D. Dochain , Ionela Prodan , C.E. Robles Rodriguez

25th International Conference on System Theory, Control and Computing (ICSTCC), Oct 2021, Iasi, France. pp.643-648, ⟨10.1109/ICSTCC52150.2021.9607261⟩

Communication dans un congrès hal-03839020v1

Multi-objective particle swarm optimization (MOPSO) of lipid accumulation in Fed-batch cultures

C E Robles Rodriguez , Carine Bideaux , Stéphane Guillouet , Nathalie Gorret , G. Roux et al.

24th Mediterranean Conference on Control and Automation (MED), Jun 2016, Athens, Greece. pp.6, ⟨10.1109/MED.2016.7535934⟩

Communication dans un congrès hal-01602874v1

Dynamical metabolic modelling for lipid accumulation by Yarrowia lipolytica growing on glucose

Carlos Robles Rodriguez , Stéphane Guillouet , Carine Bideaux , Gilles Roux , Nathalie Gorret et al.

23rd Mediterranean Conference on Control and Automation (MED), Jun 2015, Torremolinos, Spain. pp.6

Communication dans un congrès hal-03628052v1

Cybernetic model of lipids production by the oleaginous yeast Yarrowia lipolytica

C.E. Robles Rodriguez , C. Bideaux , Carole Molina-Jouve , César Arturo Aceves-Lara

10th European Symposium on Biochemical Engineering Sciences and 6th International Forum on Industrial Bioprocesses, Sep 2014, Lille, France

Communication dans un congrès hal-05008305v1

Reduction of metabolic models by polygons optimization method applied to Bioethanol production with co-substrates

Carlos Robles Rodriguez , Carine Bideaux , Sebastien Gaucel , Béatrice Laroche , Nathalie Gorret et al.

19th World Congress of the International-Federation-of-Automatic-Control, Aug 2014, Cape Town, South Africa. pp.6

Communication dans un congrès hal-03628027v1
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A switching control strategy based on alkalinity to optimize biogas outflow in the start-up of an anaerobic digester

C.E. Robles Rodriguez , Eric Latrille , Jérôme Harmand , V Alcaraz-González , Víctor Alvarez-González et al.

11. IWA conference on Instrumentation Control and Automation - ICA2013, Sep 2013, Narbonne, France

Communication dans un congrès hal-04188385v1
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Modelling and parameter estimation of a two-stage anaerobic digestion system for the treatment of tequila vinasses

C.E. Robles Rodriguez , Victor Alcaraz-Gonzalez , Juan Paulo Garcia-Sandoval , Victor Gonzalez-Alvarez , Hugo Oscar Mendez-Acosta

13th World Congress on Anerobic Digestion, Jul 2013, Saint Jacques De Compostelle, Spain

Communication dans un congrès hal-04188360v1

A process modeling based eco-design framework: application to the production of biomethane and CO2 capture from biogas

C.E. Robles Rodriguez , Eliot Wantz , Gilles Hébrard , L. Tiruta-Barna

33rd European Symposium on Computer Aided Process Engineering, Jun 2023, Athens, Greece.

Poster de conférence hal-04188445v1

Comparative study of optimal operation strategies for an industrial bio-production case

C.E. Robles Rodriguez , Leyla Özkan

32nd European Symposium on Computer Aided Process Engineering, Jun 2022, Toulouse, France

Poster de conférence hal-04188431v1

Use of Support Vector Machine to Fault Detection in Biomethanation Process

J. Acosta-Pavas , C.E. Robles Rodriguez , C. Dumas , A. Cockx , J. Morchain et al.

Distributed Computing and Artificial Intelligence, 19th International Conference, 583, Springer International Publishing, pp.176-186, 2023, Lecture Notes in Networks and Systems, ⟨10.1007/978-3-031-20859-1_18⟩

Chapitre d'ouvrage hal-04184420v1

Soft-Sensors for Monitoring B. Thuringiensis Bioproduction

C. Robles Rodriguez , J. Abboud , N. Abdelmalek , S. Rouis , N. Bensaid et al.

Distributed Computing and Artificial Intelligence, Volume 1: 18th International Conference, 327, Springer International Publishing, pp.129-136, 2022, Lecture Notes in Networks and Systems, ⟨10.1007/978-3-030-86261-9_13⟩

Chapitre d'ouvrage hal-03388495v1

Soft-Sensors for Lipid Fermentation Variables Based on PSO Support Vector Machine (PSO-SVM)

Carlos Eduardo Robles-Rodriguez , Carine Bideaux , Gilles Roux , Carole Molina-Jouve , Cesar Arturo Aceves-Lara

Distributed Computing and Artificial Intelligence, 13th International Conference, Chapter 19, Editions Springer, 2016, Advances in Intelligent Systems and Computing, 978-3-319-40161-4. ⟨10.1007/978-3-319-40162-1_19⟩

Chapitre d'ouvrage hal-01601403v1