Optimization of Falcon concentrator for iron recovery from blast furnace sludge using Box–Behnken design

Blast furnace sludge (BFS) is an iron and carbon rich by-product whose direct recycling to ironmaking routes is often constrained by its fine particle size and the presence of volatile/corrosive species. This study evaluates Falcon enhanced gravity separation as a physical pre-treatment for iron upgrading from fine-grained BFS and optimizes operating conditions using Response Surface Methodology (RSM) with a three-factor, three-level Box-Behnken design (solid ratio 10-30%, fluidization water pressure 0.5-1.5 psi, and G-force 50-250 G). Statistical modeling confirmed that fluidization water pressure and G-force dominate separation performance, producing a clear grade-recovery trade-off: increasing water pressure improves Fe grade but reduces recovery, whereas increasing G-force tends to increase recovery while diluting grade. The BFS feed contained 34.40% Fe, 18.44% C and 2.94% Zn, under multi response optimization, the validation test yielded a concentrate grading 51.42% Fe at 57.88% Fe recovery. A two-stage scavenging configuration increased overall recovery to 77.52% at 49.35% Fe in the final concentrate. The results demonstrate that an optimized, two-stage Falcon circuit can effectively upgrade BFS and reduce mass for downstream treatment, while noting that Zn remains concentrated in the Fe-rich stream and may require subsequent removal depending on the intended metallurgical route.

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Publication Details

Journal
Scientific Reports
Published
2026-03-15
DOI
https://doi.org/10.1038/s41598-026-43785-1
Primary Topic
Iron and Steelmaking Processes
Type
article
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article

Optimization of Falcon concentrator for iron recovery from blast furnace sludge using Box–Behnken design

Çağrı Çerik
Scientific Reports
Iron and Steelmaking Processes
article

Optimization of Falcon concentrator for iron recovery from blast furnace sludge using Box–Behnken design

Çağrı Çerik
article en

Abstract

Blast furnace sludge (BFS) is an iron and carbon rich by-product whose direct recycling to ironmaking routes is often constrained by its fine particle size and the presence of volatile/corrosive species. This study evaluates Falcon enhanced gravity separation as a physical pre-treatment for iron upgrading from fine-grained BFS and optimizes operating conditions using Response Surface Methodology (RSM) with a three-factor, three-level Box-Behnken design (solid ratio 10-30%, fluidization water pressure 0.5-1.5 psi, and G-force 50-250 G). Statistical modeling confirmed that fluidization water pressure and G-force dominate separation performance, producing a clear grade-recovery trade-off: increasing water pressure improves Fe grade but reduces recovery, whereas increasing G-force tends to increase recovery while diluting grade. The BFS feed contained 34.40% Fe, 18.44% C and 2.94% Zn, under multi response optimization, the validation test yielded a concentrate grading 51.42% Fe at 57.88% Fe recovery. A two-stage scavenging configuration increased overall recovery to 77.52% at 49.35% Fe in the final concentrate. The results demonstrate that an optimized, two-stage Falcon circuit can effectively upgrade BFS and reduce mass for downstream treatment, while noting that Zn remains concentrated in the Fe-rich stream and may require subsequent removal depending on the intended metallurgical route.

Scientific Reports
Dokuz Eylül University (TR)
Clean water and sanitation
Openalex Percentile: Top 21%
Iron and Steelmaking Processes
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