Review of advanced physical and data‐driven models for dynamic bioprocess simulation: Case study of algae–bacteria consortium wastewater treatment
Del Rio‐Chanona, Ehecatl Antonio, Cong, Xiaoyan, Bradford, Eric, Zhang, Dongda, Jing, Keju
Published in Biotechnology and bioengineering (01.02.2019)
Published in Biotechnology and bioengineering (01.02.2019)
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Journal Article
Comparison of physics‐based and data‐driven modelling techniques for dynamic optimisation of fed‐batch bioprocesses
Del Rio‐Chanona, Ehecatl Antonio, Ahmed, Nur Rashid, Wagner, Jonathan, Lu, Yinghua, Zhang, Dongda, Jing, Keju
Published in Biotechnology and bioengineering (01.11.2019)
Published in Biotechnology and bioengineering (01.11.2019)
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Journal Article
Constrained model-free reinforcement learning for process optimization
Pan, Elton, Petsagkourakis, Panagiotis, Mowbray, Max, Zhang, Dongda, Rio-Chanona, Ehecatl Antonio del
Published in Computers & chemical engineering (01.11.2021)
Published in Computers & chemical engineering (01.11.2021)
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Journal Article
Stochastic data-driven model predictive control using gaussian processes
Bradford, Eric, Imsland, Lars, Zhang, Dongda, del Rio Chanona, Ehecatl Antonio
Published in Computers & chemical engineering (04.08.2020)
Published in Computers & chemical engineering (04.08.2020)
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Journal Article
Linearizing nonlinear dynamics using deep learning
Ahmed, Akhil, del Rio-Chanona, Ehecatl Antonio, Mercangöz, Mehmet
Published in Computers & chemical engineering (01.02.2023)
Published in Computers & chemical engineering (01.02.2023)
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Journal Article
Kinetic modeling and process analysis for Desmodesmus sp. lutein photo‐production
del Rio‐Chanona, Ehecatl Antonio, Ahmed, Nur rashid, Zhang, Dongda, Lu, Yinghua, Jing, Keju
Published in AIChE journal (01.07.2017)
Published in AIChE journal (01.07.2017)
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Journal Article
Model-based real-time optimisation of a fed-batch cyanobacterial hydrogen production process using economic model predictive control strategy
del Rio-Chanona, Ehecatl Antonio, Zhang, Dongda, Vassiliadis, Vassilios S.
Published in Chemical engineering science (13.03.2016)
Published in Chemical engineering science (13.03.2016)
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Journal Article
Human-algorithm collaborative Bayesian optimization for engineering systems
Savage, Tom, del Rio Chanona, Ehecatl Antonio
Published in Computers & chemical engineering (01.10.2024)
Published in Computers & chemical engineering (01.10.2024)
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Journal Article
Sustainable biopolymer synthesis via superstructure and multiobjective optimization
del Rio‐Chanona, Ehecatl Antonio, Zhang, Dongda, Shah, Nilay
Published in AIChE journal (01.01.2018)
Published in AIChE journal (01.01.2018)
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Journal Article
Discovery of mixing characteristics for enhancing coiled reactor performance through a Bayesian optimisation-CFD approach
Basha, Nausheen, Savage, Thomas, McDonough, Jonathan, del Rio Chanona, Ehecatl Antonio, Matar, Omar K.
Published in Chemical engineering journal (Lausanne, Switzerland : 1996) (01.10.2023)
Published in Chemical engineering journal (Lausanne, Switzerland : 1996) (01.10.2023)
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Journal Article
Photocatalytic Production of Bisabolene from Green Microalgae Mutant: Process Analysis and Kinetic Modeling
Harun, Irina, Del Rio-Chanona, Ehecatl Antonio, Wagner, Jonathan L, Lauersen, Kyle J, Zhang, Dongda, Hellgardt, Klaus
Published in Industrial & engineering chemistry research (08.08.2018)
Published in Industrial & engineering chemistry research (08.08.2018)
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Journal Article