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Abstract: TBMs are widely utilized for infrastructure projects and to reach favourable excavation rates, selected TBMs should be operated according to the geological conditions. During excavation, cutters that are in contact with excavation face create vibration patterns which then transmitted to the cutterhead and other parts of the TBM. By recording and monitoring the vibration data and analysing the...