Table 1 Feature descriptions.
From: Dynamic feature selection for silicon content prediction in blast furnace using BOSVRRFE
Category | Variable Names | Quantity |
|---|---|---|
Chemical Composition of Coal Powder and Coke | Moisture Content, Carbon Content, Ash Content, Volatile Matter, Sulfur Content | 5 |
Physical and Chemical Properties of Lump Ore | Moisture Content, Total Iron Grade, Silicon Dioxide Content, Sulfur Content, Aluminum Oxide Content | 5 |
Chemical Composition of Pellets | Pellet Grade, Silicon Dioxide Content, Sulfur Content, Aluminum Oxide Content, Particle Size Distribution | 5 |
Chemical Composition of Sinter | Like pellets, but with specific differences in chemical composition and particle size distribution characteristics | 11 |
Dynamic Process Parameters | Key indicators such as Coal Injection Rate, Fuel Ratio, Wind Volume (from 15Â min to 8Â h) | 150 |
Chemical Composition of Molten Iron | Silicon, Phosphorus, Sulfur Content, Molten Iron Temperature, Output, Iron Content in Slag, Alkalinity | 7 |
Silicon Content in Molten Iron from the Previous Furnace | Single Variable Si | 1 |
