A Hybrid Distorted Coordinate System and Bilayer TSP Optimization for Toolpath Planning in Wire-Arc Additive Manufacturing
Abstract
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.
Fields of Study & Subjects
Additive Manufacturing Materials and Processes
Manufacturing Process and Optimization
Advanced machining processes and optimization
Publication details
- Journal / source
- IEEE Transactions on Industrial Informatics
- Publisher
- Institute of Electrical and Electronics Engineers (IEEE)
- Volume
- 22
- Issue
- 7
- Pages
- 6070–6081
- Publication date
- 10 April 2026