TY - JOUR
T1 - Overhang angle and boundary oscillation control in topology optimization for multi-axis additive manufacturing through perturbation field-based non-planar slicing
AU - Wang, Cunfu
AU - Luo, Yihui
AU - Zuo, Bowen
AU - Luo, Longcheng
AU - Jing, Shikai
N1 - Publisher Copyright:
© 2026 Elsevier Ltd.
PY - 2026/10
Y1 - 2026/10
N2 - Multi-axis additive manufacturing (AM) overcomes traditional limitations through non-planar slicing and local build direction control, enabling the fabrication of complex, support-free geometries. To fully exploit these capabilities, integrating features of multi-axis AM into the design phase is essential for exploring a broader design space and achieving high-performance designs. Existing methods for non-planar slicing often rely on solving auxiliary partial differential equations (PDEs) to define the fabrication sequence. This work proposes a simpler parameterization method, where the slicing field combines a Euclidean distance field (to maintain sequence) with a perturbation field (to adjust local layer profiles). The perturbation field is optimized concurrently with the density field to achieve self-supporting designs. Leveraging the spatial gradients of these fields, a global constraint is formulated to enforce local overhang angle control. To further address the boundary oscillations inherent to spatial-gradient-based formulations, an additional global constraint is introduced, which acts by regulating the local volume fraction along overhang boundaries. The efficacy of the proposed non-planar slicing and overhang control methods is validated through both 2D and 3D numerical examples in linear elasticity and heat conduction problems.
AB - Multi-axis additive manufacturing (AM) overcomes traditional limitations through non-planar slicing and local build direction control, enabling the fabrication of complex, support-free geometries. To fully exploit these capabilities, integrating features of multi-axis AM into the design phase is essential for exploring a broader design space and achieving high-performance designs. Existing methods for non-planar slicing often rely on solving auxiliary partial differential equations (PDEs) to define the fabrication sequence. This work proposes a simpler parameterization method, where the slicing field combines a Euclidean distance field (to maintain sequence) with a perturbation field (to adjust local layer profiles). The perturbation field is optimized concurrently with the density field to achieve self-supporting designs. Leveraging the spatial gradients of these fields, a global constraint is formulated to enforce local overhang angle control. To further address the boundary oscillations inherent to spatial-gradient-based formulations, an additional global constraint is introduced, which acts by regulating the local volume fraction along overhang boundaries. The efficacy of the proposed non-planar slicing and overhang control methods is validated through both 2D and 3D numerical examples in linear elasticity and heat conduction problems.
KW - Boundary oscillation constraint
KW - Multi-axis additive manufacturing
KW - Non-planar layer slicing
KW - Self-supporting
KW - Topology optimization
UR - https://www.scopus.com/pages/publications/105042325922
U2 - 10.1016/j.cad.2026.104117
DO - 10.1016/j.cad.2026.104117
M3 - Article
AN - SCOPUS:105042325922
SN - 0010-4485
VL - 199
JO - CAD Computer Aided Design
JF - CAD Computer Aided Design
M1 - 104117
ER -