TY - JOUR
T1 - A Hybrid Distorted Coordinate System and Bilayer TSP Optimization for Toolpath Planning in Wire-Arc Additive Manufacturing
AU - Si, Jiashun
AU - He, Yuhang
AU - Dang, Qingqing
AU - Lu, Jiping
AU - Liu, Ping
AU - Luo, Longxi
N1 - Publisher Copyright:
© 2005-2012 IEEE.
PY - 2026
Y1 - 2026
N2 - This article addresses key limitations in conventional toolpath planning for wire arc additive manufacturing (WAAM), including excessive nonproductive travel, frequent sharp turns, and inefficient coverage in multiply-connected regions. To resolve these issues, we introduce a novel approach that integrates a hybrid deformable coordinate system with a bilayer traveling salesman problem (TSP) optimization framework. The method adaptively combines Cartesian and polar coordinates using anisotropic deformation factors to align deposition paths with local geometric features, while a penalty-based distance matrix minimizes nonproductive travel across hollowed areas. Comprehensive experiments on representative benchmark models, such as a circular coin with a square hole and a star-rectangle composite structure, demonstrate that the proposed approach reduces nonproductive travel to 217.1 mm and 165.6 mm, respectively. This represents a reduction of up to 82.9% compared to conventional zigzag, Hilbert curve, contour-offset, and spiral strategies, while maintaining favorable coverage and turn count. The results validate the framework's effectiveness in balancing global motion efficiency with local deposition quality, offering a robust automated solution for path planning in WAAM applications with complex internal geometries.
AB - This article addresses key limitations in conventional toolpath planning for wire arc additive manufacturing (WAAM), including excessive nonproductive travel, frequent sharp turns, and inefficient coverage in multiply-connected regions. To resolve these issues, we introduce a novel approach that integrates a hybrid deformable coordinate system with a bilayer traveling salesman problem (TSP) optimization framework. The method adaptively combines Cartesian and polar coordinates using anisotropic deformation factors to align deposition paths with local geometric features, while a penalty-based distance matrix minimizes nonproductive travel across hollowed areas. Comprehensive experiments on representative benchmark models, such as a circular coin with a square hole and a star-rectangle composite structure, demonstrate that the proposed approach reduces nonproductive travel to 217.1 mm and 165.6 mm, respectively. This represents a reduction of up to 82.9% compared to conventional zigzag, Hilbert curve, contour-offset, and spiral strategies, while maintaining favorable coverage and turn count. The results validate the framework's effectiveness in balancing global motion efficiency with local deposition quality, offering a robust automated solution for path planning in WAAM applications with complex internal geometries.
KW - Adaptive deformation
KW - deposition efficiency
KW - hybrid coordinate system
KW - nonproductive travel minimization
KW - toolpath planning
KW - wire arc additive manufacturing (WAAM)
UR - https://www.scopus.com/pages/publications/105036292330
U2 - 10.1109/TII.2026.3674787
DO - 10.1109/TII.2026.3674787
M3 - Article
AN - SCOPUS:105036292330
SN - 1551-3203
JO - IEEE Transactions on Industrial Informatics
JF - IEEE Transactions on Industrial Informatics
ER -