Development of an Automated G-code Conversion System for WAAM Robotic Toolpath Generation

Wire Arc Additive Manufacturing (WAAM), a type of Directed Energy Deposition, has become increasingly valuable for efficiently fabricating large and complex metallic structures. As demand grows for automating WAAM processes, the ability to directly utilize slicer-generated toolpaths has attracted significant interest. However, existing studies have largely focused on shell paths, with minimal exploration of internal infill structures in WAAM-specific workflows. In particular, the automated transformation of slicer-generated G-code―including embedded control parameters such as arc activation, cooling intervals, and robot positioning―into WAAM-compatible instructions remains relatively underexplored. This study proposes an algorithmic system that automatically converts full-layer G-code―including both shell and infill paths―into robotic code tailored for WAAM applications. The original G-code was extracted using the Cura slicer, and the conversion process integrated MATLAB-based implementations such as arc on/off control, insertion of cooling intervals, robot pose configuration, and interval-based logic for controlling path point density. The resulting process code was successfully verified through offline simulation and was also implemented on an industrial WAAM robot. The system demonstrated reliable execution of converted G-code in both virtual and physical environments, ensuring accurate geometric reproduction and consistent motion control. This work can be regarded as an early example of integrating slicer-generated G-code with WAAM-specific robotic systems, including infill structures, and presents a practical and extensible framework for bridging conventional slicer workflows with WAAM-compatible manufacturing systems.

Authors

Publication Details

Journal
Journal of Industrial Science and Technology Institute
Published
2025-06-30
DOI
https://doi.org/10.54726/jisti.39.1.1
Primary Topic
Robotics and Automated Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Development of an Automated G-code Conversion System for WAAM Robotic Toolpath Generation

Jeonguk Kang, Seung‐Min Baek, Jung-Ho Cho, S.W. Cho et al.
Journal of Industrial Science and Technology Institute
Robotics and Automated Systems
article

Development of an Automated G-code Conversion System for WAAM Robotic Toolpath Generation

Jeonguk Kang, Seung‐Min Baek, Jung-Ho Cho, S.W. Cho, Joongoo Jeon, Cheol Han, In-Jong Jin
article en

Abstract

Wire Arc Additive Manufacturing (WAAM), a type of Directed Energy Deposition, has become increasingly valuable for efficiently fabricating large and complex metallic structures. As demand grows for automating WAAM processes, the ability to directly utilize slicer-generated toolpaths has attracted significant interest. However, existing studies have largely focused on shell paths, with minimal exploration of internal infill structures in WAAM-specific workflows. In particular, the automated transformation of slicer-generated G-code―including embedded control parameters such as arc activation, cooling intervals, and robot positioning―into WAAM-compatible instructions remains relatively underexplored. This study proposes an algorithmic system that automatically converts full-layer G-code―including both shell and infill paths―into robotic code tailored for WAAM applications. The original G-code was extracted using the Cura slicer, and the conversion process integrated MATLAB-based implementations such as arc on/off control, insertion of cooling intervals, robot pose configuration, and interval-based logic for controlling path point density. The resulting process code was successfully verified through offline simulation and was also implemented on an industrial WAAM robot. The system demonstrated reliable execution of converted G-code in both virtual and physical environments, ensuring accurate geometric reproduction and consistent motion control. This work can be regarded as an early example of integrating slicer-generated G-code with WAAM-specific robotic systems, including infill structures, and presents a practical and extensible framework for bridging conventional slicer workflows with WAAM-compatible manufacturing systems.

Journal of Industrial Science and Technology InstituteVol. 39(1)
Affordable and clean energy
Openalex Percentile: Top 76%
Robotics and Automated Systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.