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  4. Comprehensive study of 3D liquid flow fields in additively manufactured structures for SMART reactors using large-scale vertical magnetic resonance imaging and computational fluid dynamics
 
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2026
Journal Article
Title

Comprehensive study of 3D liquid flow fields in additively manufactured structures for SMART reactors using large-scale vertical magnetic resonance imaging and computational fluid dynamics

Abstract
Triply Periodic Minimal Surface (TPMS) structures have emerged as a new class of porous materials with variable geometries and favourable transport properties, making them promising for reactor internals in chemical engineering. However, experimental data on internal TPMS flow behaviour are still limited. To address this gap, the flow behaviour in additively manufactured TPMS structures is analysed using three-dimensional Magnetic Resonance Imaging (MRI) velocimetry in a large-bore vertical 3 T MRI system, in cylindrical columns of 38 mm diameter and Reynolds numbers between 50 and 300. Three different TPMS geometries are investigated, and consistency between Computational Fluid Dynamics (CFD) simulations and experimentally measured MRI velocity fields is established through cross-validation. The MRI system provides fully three-dimensional velocity fields with a divergence deviation below 4 %. MRI revealed distinct flow features: the Gyroid TPnS exhibited pronounced channelling, while the Schwarz-Diamond TPSf showed merge-split behaviour, achieving a 46 % increase in lateral mixing compared to the Gyroid TPnS structures. Numerical simulations reproduce the flow features and show agreement with the MRI data. The combined methodology demonstrates the suitability of MRI velocimetry for the experimental validation of CFD simulations and establishes a robust foundation for future studies of heat and mass transfer, as well as reactive flow, in structured reactor systems.
Author(s)
Merbach, Timo
Hamburg University of Technology
Adrian, Muhammad
Hamburg University of Technology
Wigger, Christoph
Hamburg University of Technology
Iraqi Houssaini, Selma
Hamburg University of Technology
Bayer, Benedict
Hamburg University of Technology
Tsanda, Artyom P.
Hamburg University of Technology
Acikgöz, Serhan
Hamburg University of Technology
Weiland, Christian
Hamburg University of Technology
Kexel, Felix
Hamburg University of Technology
Herzog, Dirk
Fraunhofer-Einrichtung für Additive Produktionstechnologien IAPT  
Hoffmann, Marko
Hamburg University of Technology
Kelbassa, Ingomar
Fraunhofer-Einrichtung für Additive Produktionstechnologien IAPT  
Knopp, Tobias
Fraunhofer-Einrichtung für Individualisierte Medizintechnik IMTE  
Penn, Alexander
Hamburg University of Technology
Schlüter, Michael
Hamburg University of Technology
Journal
The chemical engineering journal  
Open Access
File(s)
Download (4.49 MB)
Rights
CC BY 4.0: Creative Commons Attribution
DOI
10.1016/j.cej.2026.176536
10.24406/publica-8766
Additional link
Full text
Language
English
Fraunhofer-Einrichtung für Additive Produktionstechnologien IAPT  
Fraunhofer-Einrichtung für Individualisierte Medizintechnik IMTE  
Keyword(s)
  • Computational fluid dynamics

  • Magnetic resonance imaging

  • Porous media

  • Triply periodic minimal surfaces

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