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Abstract: It is important to comprehensively analyze ground condition and sensor data of the machine in order to reflect in TBM tunnelling operation. Despite, TBM operation generally depends on operator’s experience based skill as it is very difficult to judge the change in ground condition and analyze the numerous data in real time. However, such operation may cause risks induced by either too...