Design, Integration, and Field Testing of a Digital Twin-Based Teleoperated Rock Scaling Robot
- Publisher:
- IEEE Robotics & Automation Society (RAS)
- Publication Type:
- Journal Article
- Citation:
- IEEE Transactions on Field Robotics, 2025, 2, pp. 188-207
- Issue Date:
- 2025-03-10
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This article presents the design, integration, and field testing of a digital twin-based teleoperated rock scaling robot aimed at improving safety in mining operations. Traditional rock scaling, which involves the removal of loose rocks to prevent rockfall, poses significant risks to mine site workers. The proposed solution is a teleoperated custom mobile manipulator capable of rope-based abseiling locomotion, equipped with an air chipper end-effector. Teleoperation is facilitated by live digital twins of the robot and environment, with a virtual reality (VR) interface that allows operators to perform rock scaling tasks within an immersive virtual reconstruction of the remote scene. The robot’s hardware design and sensing capabilities are detailed, along with the system’s teleoperation architecture. Key components include the integration of an optimized, hardware-accelerated, image-based point cloud streaming implementation; a markerless depth-camera extrinsic calibration process suitable for field settings; and the system’s teleoperation interfaces featuring a cyber-physical VR interface with affordance feedback. Field tests at a sandstone quarry and an open-pit mine demonstrate significant improvements in operator safety and highlight the system’s ability to withstand harsh mining environments while performing teleoperated rock scaling at its current scaled-down size and power. We collected and analyzed user data from rope access technicians with no prior experience in robot teleoperation or VR. The results suggest the system’s intuitiveness with learning effects over time. Lessons from these site trials, including hardware and software limitations, are discussed, providing directions for further robot design improvements and enhancements to the digital twin teleoperation architecture.
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