A tunnel boring machine (TBM) is a piece of heavy-duty equipment used to construct underground tunnels. Geological conditions are crucial components in the tunnelling process, as they have a direct impact on the control of construction equipment. The goal of this work is to use continually gathered aerial characteristics...