The situation you described should be caused by lack of oxygen. The main reasons for extinguishing the fire when the wood is burned halfway are the lack of oxygen in the combustion chamber, the lack of air circulation and the poor effect of the chimney.
3. It is suggested to improve the structure of iron furnace, such as opening tuyeres around and increasing ventilation.