Accurate process control through automation is the key to achieving efficient and stable operation of a blast furnace. In this study, we developed an automatic system hot metal temperature (HMT). To cope with slow complex dynamics furnace, constructed algorithm that predicts eight-hour-ahead HMT using two-dimensional (2D) transient model calculates optimal target pulverized coal ratio (PCR) flo...