This dataset describes the processing of vanadium-titanium magnetite in Sichuan Province using a combined process flow of three-stage closed-circuit crushing, three-stage grinding, and one-rougher-one-scavenger flotation, with the following process steps: Three-Stage Closed-Circuit Crushing Process
Three-Stage Crushing: The ore is initially processed through three stages of crushing, namely primary, secondary, and tertiary crushing. Each stage progressively reduces the ore particle size to meet the requirements of subsequent grinding operations. The selection of crushing equipment for each stage is based on the hardness and abrasiveness of the ore, ensuring uniform product size and optimized energy efficiency.
Closed-Circuit Loop: After the tertiary crushing stage, the ore undergoes screening and size classification. Material meeting the specified size criteria is conveyed to the grinding stage, while oversize material is recirculated back to the tertiary crusher for further size reduction, forming a closed-circuit loop. This process optimizes crushing efficiency and product particle size distribution, while reducing energy consumption. Three-stage grinding process
First-stage grinding: The finely crushed ore is fed into the first-stage grinding mill, where wet grinding is employed to reduce the ore particle size to meet the requirements for initial beneficiation. Ball mills or autogenous (AG) mills are typically used in this stage, with the specific choice depending on the ore's mineral composition and hardness characteristics.
Second-stage grinding: After initial beneficiation, the ore proceeds to the second-stage grinding process. This stage further reduces the particle size to enable more efficient magnetic separation or flotation. Semi-autogenous grinding (SAG) mills or continued use of ball mills may be selected to optimize energy efficiency and grinding performance. Third-stage grinding: Finally, the ore enters the third-stage grinding mill, where the particle size is further reduced to the level required for beneficiation. This step ensures maximum mineral liberation and improves the separation efficiency of subsequent beneficiation processes. Combined Process of Roughing and Scavenging Selection
Roughing: The ore slurry after grinding is fed into roughing equipment (counter-current simple magnetic separator) for preliminary separation of high-grade iron concentrate, while removing most of the gangue and secondary minerals. The equipment type and parameter settings in this stage are optimized to maximize recovery rate and separation efficiency.
Cleaning: The slurry from roughing proceeds to the cleaning stage. This process employs high-intensity dry magnetic separators for further purification, ensuring that the iron concentrate meets the grade requirements for smelting. Selected process parameters such as magnetic field strength, type and concentration of flotation reagents have been strictly optimized to achieve high purity and high recovery rate of the concentrate.