The blast furnace expert system is required because even the experienced blast furnace operators sometimes make mistakes in taking a unsuitable decision and it depends on individual operator. Therefore, if a decision support system is build which can guide the operator to make suitable decision at right time. This will have a strong impact to avoid the blast furnace moving into abnormal thermal conditions.