Yuan-Ze Ma

Prediction of Key State Parameters in Blast Furnace Ironmaking: Mechanism–Data Fusion and Cross-Condition Generalization

Accurate prediction of blast furnace state parameters is complicated by partial observability, heterogeneous sampling frequencies, delayed laboratory measurements, and changes in operating conditions. This critical review synthesizes recent journal and conference literature on the prediction of hot-metal silicon conten...