Numerical simulation and parameters optimisation of direct reduction process of iron ore–carbon composite pellet Ying Liu1, Fuyong Su*1,2, Zhi Wen1,2, Zhi Li3, Haiquan Yong3 and Xiaohong Feng3 A mathematical model considering heat transfer, mass transfer, porosity change, stepwise