3D-printed heart-shaped microreactor with mirror-scaling baffles for enhanced mixing and selective metal recovery from industrial waste

• Heart-shaped microreactor with mirror-scaled baffles amplifies Dean/secondary flows for enhanced chaotic mixing. • 3D-printed K8 concave baffle achieves MI > 0.9 at (Re = 25–75), 300 % higher mixing intensity vs. conventional designs. • Multi-physics simulation (COMSOL) coupled with Villermaux-Dushman reaction validates rapid mixing in 6 units (Re = 75). • Industrial application recovers 96.04 % In from In/Ge waste with record separation factor (β In/Ge = 359.78). • “Design-simulation-additive manufacturing” framework enables cost-effective industrial microreactor development. Laminar mixing is still the bottleneck of microreactor industrialization. In this study, a novel 3D printed heart-shaped microreactor with a mirror proportional baffle was introduced to enhance the Dean vortex and induce the secondary flow. Six kinds of baffle configurations (K1-K6) were prepared by stereolithography (SLA) and evaluated by iodide-iodate reaction method and COMSOL multi-physics simulation. The mixing index (MI) of the concave mirror baffle (K7/K8) is greater than 0.9 in the range of Reynolds number (Re) 25–75, and the chaotic convection intensity is more than 300 % higher than that of the straight baffle (K1). The optimized K8 reactor was used for indium recovery from industrial waste. The extraction rate was 96.04 %. When the flow rate was 0.145 mL/min, the maximum In/Ge separation coefficient was 359.78. The integrated “Design-Simulation-Additive Manufacturing” framework introduced here provides a new paradigm for the development of high-performance industrial microreactors.

Authors

Institutions

Publication Details

Journal
Chemical Engineering Science
Published
2025-09-19
DOI
https://doi.org/10.1016/j.ces.2025.122646
Primary Topic
Innovative Microfluidic and Catalytic Techniques Innovation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

3D-printed heart-shaped microreactor with mirror-scaling baffles for enhanced mixing and selective metal recovery from industrial waste

Jiaxuan Hu, Jinhao Zheng, Shaohua Ju, Yazheng Ren et al.
Chemical Engineering Science
Innovative Microfluidic and Catalytic Techniques Innovation
article

3D-printed heart-shaped microreactor with mirror-scaling baffles for enhanced mixing and selective metal recovery from industrial waste

Jiaxuan Hu, Jinhao Zheng, Shaohua Ju, Yazheng Ren, Na Li
article en

Abstract

• Heart-shaped microreactor with mirror-scaled baffles amplifies Dean/secondary flows for enhanced chaotic mixing. • 3D-printed K8 concave baffle achieves MI > 0.9 at (Re = 25–75), 300 % higher mixing intensity vs. conventional designs. • Multi-physics simulation (COMSOL) coupled with Villermaux-Dushman reaction validates rapid mixing in 6 units (Re = 75). • Industrial application recovers 96.04 % In from In/Ge waste with record separation factor (β In/Ge = 359.78). • “Design-simulation-additive manufacturing” framework enables cost-effective industrial microreactor development. Laminar mixing is still the bottleneck of microreactor industrialization. In this study, a novel 3D printed heart-shaped microreactor with a mirror proportional baffle was introduced to enhance the Dean vortex and induce the secondary flow. Six kinds of baffle configurations (K1-K6) were prepared by stereolithography (SLA) and evaluated by iodide-iodate reaction method and COMSOL multi-physics simulation. The mixing index (MI) of the concave mirror baffle (K7/K8) is greater than 0.9 in the range of Reynolds number (Re) 25–75, and the chaotic convection intensity is more than 300 % higher than that of the straight baffle (K1). The optimized K8 reactor was used for indium recovery from industrial waste. The extraction rate was 96.04 %. When the flow rate was 0.145 mL/min, the maximum In/Ge separation coefficient was 359.78. The integrated “Design-Simulation-Additive Manufacturing” framework introduced here provides a new paradigm for the development of high-performance industrial microreactors.

Chemical Engineering ScienceVol. 320
Kunming University of Science and Technology (CN)
Openalex Percentile: Top 75%
Innovative Microfluidic and Catalytic Techniques Innovation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.