#IsaacSim#Sim2Real#RoboticWelding
Overview
A PoC that digitally twins an entire shipyard in Isaac Sim to validate a robotic welding process before real-world deployment.
Project Background & Purpose
A proof-of-concept that builds an entire shipyard yard environment in NVIDIA Isaac Sim and validates a robotic welding process with a Sim2Real approach. A 6-axis robot detects weld seams on a ballast tank, plans its path from the WPS (Welding Procedure Specification), and carries out welding and inspection. Validating shipyard welding directly on-site with a real robot is costly and risky, so process timing, robot reachability, and weld sequencing needed to be verified without physical hardware first.
Components
- NVIDIA Isaac Sim / Omniverse digital-twin environment
- 6-axis welding robot
- WPS-based path planning module
- DES cell-level production scheduling
- MES/AAS real-time task-status sync
Process Steps
- 1Build a digital twin of the shipyard and ballast tank in Isaac Sim
- 2The 6-axis robot detects weld seams and plans its path from the WPS
- 3Simulate the weld-and-inspect sequence while validating DES/MES integration
- 4Transfer the validated path and schedule to the real site via the Sim2Real pipeline