The iron and steel industry, as a major energy consumer, was critically required to enhance operational efficiency and reduce CO
2 emissions. Conventional blast furnace processing of vanadium–titanium magnetite (VTM) in China had been associated with persistent challenges, including suboptimal TiO
2 recovery
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The iron and steel industry, as a major energy consumer, was critically required to enhance operational efficiency and reduce CO
2 emissions. Conventional blast furnace processing of vanadium–titanium magnetite (VTM) in China had been associated with persistent challenges, including suboptimal TiO
2 recovery rates (<50%) and elevated carbon intensity (the optimal temperature range for TiO
2 recovery lies within 1400–1500 °C). Shaft furnace technology has emerged as a low-carbon alternative, offering accelerated reduction kinetics, operational flexibility, and reduced environmental impact. This study evaluated the low-carbon PLCsmelt process for VTM smelting through energy–mass balance modeling, comparing two gas-recycling configurations. The process integrates a pre-reduction shaft furnace and a melting furnace, where oxidized pellets are initially reduced to direct reduced iron (DRI) before being smelted into hot metal. In Route 1, CO
2 emissions of 472.59 Nm
3/tHM were generated by pre-reduction gas (1600 Nm
3/tHM, 64.73% CO, and 27.17% CO
2) and melting furnace top gas (93.98% CO). Route 2 incorporated hydrogen-rich gas through the blending of coke oven gas with recycled streams, achieving a 56.8% reduction in CO
2 emissions (204.20 Nm
3/tHM) and altering the pre-reduction top gas composition to 24.88% CO and 40.30% H
2. Elevating the pre-reduction gas flow in Route 2 resulted in increased CO concentrations in the reducing gas (34.56% to 37.47%) and top gas (21.89% to 26.49%), while gas distribution rebalancing reduced melting furnace top gas flow from 261.03 to 221.93 Nm
3/tHM. The results demonstrated that the PLCsmelt process significantly lowered carbon emissions without compromising metallurgical efficiency (CO
2 decreased about 74.48% compared with traditional blast furnace which was 800 Nm
3/tHM), offering a viable pathway for sustainable VTM utilization.
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