Single start end tool path generation for arbitrary porous surfaces

The CNC machining of non-zero genus surfaces in B-rep models has become a prevalent challenge in modern manufacturing. The computational complexity inherent in generating tool paths for such geometries remains a significant hurdle. In this study, an efficient path planning algorithm tailored for porous structures of this nature is presented. Initially, we create a parametric grid using the adaptive iso-scallop height method and subsequently utilize a marching cells algorithm to construct a cell grid capable of preserving arbitrary boundaries. Based on the graph structure naturally induced by marching cells, we employ a designated weighting method to establish a minimum spanning tree, upon which a path with a singular start and end point is generated. We conduct various experiments on examples from industrial scenarios as well as synthetic examples. The results show the superior performance and effectiveness of our method concerning scallop height limits, sharp turns, and structural stability. • Marching cells algorithm for obstacles/holes avoidance with arbitrary shapes. • The weight assignment algorithm based on a greedy strategy that can reduce the number of sharp corners. • A novel single start end point tool path generation framework for arbitrary nonzero-genus structures.

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Publication Details

Journal
Journal of Manufacturing Processes
Published
2024-11-04
DOI
https://doi.org/10.1016/j.jmapro.2024.10.050
Citations
6
Primary Topic
Advanced Numerical Analysis Techniques
Type
article
Field-Weighted Citation Impact
2.25

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article

Single start end tool path generation for arbitrary porous surfaces

Bowen Lyu, Hong-Yu Ma, Li‐Yong Shen, Shuo-Peng Chen
6 citations
Journal of Manufacturing Processes
Advanced Numerical Analysis Techniques
2.25
article

Single start end tool path generation for arbitrary porous surfaces

Bowen Lyu, Hong-Yu Ma, Li‐Yong Shen, Shuo-Peng Chen
article en
6 citations

Abstract

The CNC machining of non-zero genus surfaces in B-rep models has become a prevalent challenge in modern manufacturing. The computational complexity inherent in generating tool paths for such geometries remains a significant hurdle. In this study, an efficient path planning algorithm tailored for porous structures of this nature is presented. Initially, we create a parametric grid using the adaptive iso-scallop height method and subsequently utilize a marching cells algorithm to construct a cell grid capable of preserving arbitrary boundaries. Based on the graph structure naturally induced by marching cells, we employ a designated weighting method to establish a minimum spanning tree, upon which a path with a singular start and end point is generated. We conduct various experiments on examples from industrial scenarios as well as synthetic examples. The results show the superior performance and effectiveness of our method concerning scallop height limits, sharp turns, and structural stability. • Marching cells algorithm for obstacles/holes avoidance with arbitrary shapes. • The weight assignment algorithm based on a greedy strategy that can reduce the number of sharp corners. • A novel single start end point tool path generation framework for arbitrary nonzero-genus structures.

Journal of Manufacturing ProcessesVol. 132
University of Chinese Academy of Sciences (CN)
National Natural Science Foundation of China, National Key Research and Development Program of China, Fundamental Research Funds for the Central Universities
Openalex Percentile: Top 12%
Advanced Numerical Analysis Techniques
2.25
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Single start end tool path generation for arbitrary porous surfaces — Bowen Lyu, Hong-Yu Ma, et al. · Journal of Manufacturing Processes (2024) | TGRS Research Map | TGRS