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To realize low carbon operation of ironmaking processes, especially blast furnace, is urgently required because it is considered to contribute largely to solve problems of environment, resources and energy. The low carbon operation of the blast furnace brings the supplies of energy and materials for progress of reduction and melting toward the lower limit. Although the tolerance to fluctuation of operation diminishes in such condition, it is indispensable to keep the blast furnace operation highly efficient and stable. The blast furnace process is characterized by non-uniform and broad distributions of temperature, pressure, chemical composition, and so on, that are formed in the furnace. Recent expansion of furnace volume and diversification of raw material properties increase possibility to disorder proper distributions of these process variables in the furnace. In extreme situation, such disorders initiate the operation trouble. Detecting such fluctuations and predicting their effects on future operation Formation of Vertically Inverse Pressure Distribution Due to Packing Structure of Near Wall Region of Blast Furnace