Carbon Capture Modeling and Simulation Platform: A Coupled Microalgal Bioreactor-Yeast Fermentation Approach for Bioethanol
Alaa Hamid, Nasma Akasha, Plamedie Kapenda Mukumbi, Ammar Mirghani, Tamir Omer
Abstract
This article presents the development of an advanced modeling and simulation platform for carbon capture systems, with a focus on integrated process analysis from upstream CO2 capture through to bioethanol production. The platform supports the evaluation of CO2 mitigation technology by coupling mathematical bioprocess models with an interactive desktop application. The biological system employs Chlorella vulgaris microalgae to fix CO2 through photosynthesis and generate carbohydrate substrates, which are subsequently converted to bioethanol by Saccharomyces cerevisiae yeast via fermentation. The simulation integrates three established kinetic models--the Monod, Logistic, and Luedeking-Piret models--to predict biomass growth, substrate consumption, and ethanol yield under varying operational conditions. A closed-loop CO2 recycling subsystem captures fermentation off-gases and reintroduces them into the bioreactor, enhancing overall carbon utilization efficiency. Three representative simulation scenarios demonstrated process efficiencies ranging from 1.09% to 93.78% of the theoretical maximum CO2-to-ethanol conversion efficiency, confirming the platforms capacity to evaluate a wide operational envelope. The Electron/React-based desktop application provides real-time visualization, interactive 3D bioreactor models, and a simulation history module, making it accessible to researchers, engineers, and students. The platform serves as a digital twin that bridges rigorous bioprocess mathematics with intuitive user interaction, providing a cost-effective tool for designing and optimizing sustainable carbon capture and biofuel production systems.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- An Experimental and Multiphysics Simulations Study of Clostridium carboxidivorans sp. 624 for Acid and Alcohol Production in CO2/H2
Yong Wei Tiong, Ashriel Yong, … Yee Hwee Lim·bioRxiv·Feb 24, 2025
- Enhancing CO2-valorization using Clostridium autoethanogenum for sustainable fuel and chemicals production
J. K. Heffernan, K. Valgepea, … E. Marcellin·bioRxiv·Jan 23, 2020
- Model-driven approach for the production of butyrate from CO2/H2 by a novel co-culture of C. autoethanogenum and C. beijerinckii.
S. Benito-Vaquerizo, N. Nouse, … M. Suarez-Diez·bioRxiv·Oct 12, 2022
- Fluidized Bed Cathodes Enable High-Rate CO2 to Formate Production and In Situ Microbial Growth
Basem Zakaria, Antonio Lanzilotti, … Sara Tejedor Sanz·bioRxiv·Nov 2, 2026
- Probing efficient microbial CO2 utilizationthrough metabolic and process modeling
P. J. Gorter de Vries, V. Mol, … A. T. Nielsen·bioRxiv·Aug 1, 2023
- Acetone-Butanol-Ethanol (ABE) fermentation with Clostridial Co-cultures for Enhanced Biobutanol Production
K. Kumar, S. M. Jadhav, V. S. Moholkar·bioRxiv·Dec 8, 2023