“…Autonomously operating tunnelling systems that aim to remove machine operators from the dangerous underground environment have been realised. One of such solutions is the autonomous pilot system designed for TBM navigation that is capable of on-board map generation and path planning (Ferrein et al, 2012). Other solutions include the BADGER (RoBot for Autonomous unDerGround trenchless opERations, mapping and navigation) that incorporates robotics control techniques, sensor fusion and machine learning (BADGER Consortium, 2017), TBM-cutter changing robot (Yuan et al, 2019), and CPS-enabled autonomous supporting pressure balance control for TBMs (Zhang et al, 2020b).…”