R. Sitharthan

Hybrid fuzzy clustering and temporal deep learning framework for multi-parameter forecasting in industrial thermal processes

Blast furnace (BF) operation involves strongly coupled thermal and chemical processes governed by nonlinear heat transfer, gas–solid reactions, and dynamic operational control. Accurate real-time prediction of key thermal and gas parameters is essential for maintaining furnace stability, improving energy efficiency, an...