Carlos Eduardo Robles Rodriguez Research Scientist (INRAE)Toulouse, France

Identifiants chercheurs

IdHAL :

carlos-eduardo-robles-rodriguez

ORCID :

0000-0002-2436-3653

IdRef :

224462512

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)

EDUCATIONPHD ▪ 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)

Publications

Article dans une revue (24)

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-Álvarezet 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 Dalamagaset 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-Laraet al. Computers & Chemical Engineering, 2024, 187, pp.108736. ⟨10.1016/j.compchemeng.2024.108736⟩ Article dans une revue hal-04678623v1
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
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-Rodríguezet 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
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. Rubinoet 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-Pérezet al. Waste Management and Research, In press, pp.0734242X2311541. ⟨10.1177/0734242X231154143⟩ Article dans une revue (article de synthèse) hal-04059082v1
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 Cockxet al. Fuel, 2023, 344, pp.128106. ⟨10.1016/j.fuel.2023.128106⟩ Article dans une revue hal-04184348v1
Dynamic genome-based metabolic modeling of the predominant cellulolytic rumen bacterium &lt;i&gt;Fibrobacter succinogenes&lt;/i&gt; S85 Ibrahim Fakih,Jeanne Got,Carlos Eduardo Robles-Rodriguez,Anne Siegel,Evelyne Foranoet 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 Dumaset 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 Dumaset 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 Dumaset al. Chemical Engineering Transactions, 2022, 96, ⟨10.3303/CET2296054⟩ Article dans une revue hal-04184413v1
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
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
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
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
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
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 Guillouetet al. Biotechnology and Bioengineering, 2018, 115 (5), pp.1-15. ⟨10.1002/bit.26537⟩ Article dans une revue hal-01713779v1
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 Cescutet al. Computers & Chemical Engineering, 2017, 100, pp.139-152. ⟨10.1016/j.compchemeng.2017.02.013⟩ Article dans une revue hal-03628063v1

Communication dans un congrès (16)

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
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
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-Rodríguezet 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 Dumaset 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 Dumaset 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 Morchainet 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 Dumaset al. 1st International Conference on Energy, Environment & Digital Transition (E2DT), Oct 2022, Milan, Italy Communication dans un congrès hal-04977506v1
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
Soft-Sensors for Monitoring B. Thuringiensis Bioproduction C. Robles Rodriguez,J. Abboud,N. Abdelmalek,S. Rouis,N. Bensaidet 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
Multi-objective particle swarm optimization (MOPSO) of lipid accumulation in Fed-batch cultures C E Robles Rodriguez,Carine Bideaux,Stéphane Guillouet,Nathalie Gorret,G. Rouxet 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 Gorretet 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 Gorretet 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
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-Gonzálezet al. 11. IWA conference on Instrumentation Control and Automation - ICA2013, Sep 2013, Narbonne, France Communication dans un congrès hal-04188385v1
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

Poster de conférence (2)

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

Chapitre d'ouvrage (3)

Use of Support Vector Machine to Fault Detection in Biomethanation Process J. Acosta-Pavas,C.E. Robles Rodriguez,C. Dumas,A. Cockx,J. Morchainet 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. Bensaidet 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

Pré-publication, Document de travail (2)

Towards the next generation models of the rumen microbiome for enhancing predictive power and guiding sustainable production strategies Rafael Munoz Tamayo,Mohsen Davoudkhani,Ibrahim Fakih,C.E. Robles Rodriguez,Francesco Rubinoet al. 2022 Pré-publication, Document de travail hal-03871472v1
Dynamic genome-based metabolic modeling of the predominant cellulolytic rumen bacterium&lt;i&gt;Fibrobacter succinogenes&lt;/i&gt;S85 Ibrahim Fakih,Jeanne Got,Carlos Eduardo Robles-Rodriguez,Anne Siegel,Evelyne Foranoet al. 2022 Pré-publication, Document de travail hal-03871397v1

Thèse (1)

Modeling and optimization of the production of lipids by oleaginous yeasts Carlos Eduardo Robles Rodriguez Microbiology and Parasitology. INSA de Toulouse, 2016. English. ⟨NNT : 2016ISAT0044⟩ Thèse tel-01715462v1