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February 5, 2026ProcessesOpen Access

Critical Review of CFD and Key Hydrodynamic Aspects in Three-Phase Mechanically Agitated Reactors: Challenges and Future Directions

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Authors

RARania AhmedAKArgang KazemzadehFEFarhad Ein‐Mozaffari

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Overview

Review synthesizes CFD modeling approaches for three-phase reactors, suggesting future research directions.

Key Points

  • The aim is to critically examine CFD modeling techniques for gas-liquid-solid mechanically agitated reactors.
  • Conducted a literature synthesis on G-L-S reactor CFD approaches.
  • Reviewed emerging experimental techniques like Electrical Resistance Tomography (ERT).
  • Evaluated the potential of machine learning models in enhancing reactor performance.
  • Identified challenges in CFD modeling due to multiphase interactions and reactor design variations.
  • Highlighted the promise of integrating high-resolution experimental data with CFD models.
  • Outlined future directions for improving predictive capabilities and reactor design through digital twins and hybrid models.

Cite This Study

Ahmed et al. (2026) studied this question.

synapsesocial.com/papers/69843553f1d9ada3c1fb40fahttps://doi.org/10.3390/pr14030523
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