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PDE-based spiral machining trajectory planning method without tool feed marks on 2D arrayed multi-island regions

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Abstract

Components with complex arrays of multi-island structures are widely used in aerospace applications, but existing commonly used milling strategies usually have multiple feeds and retreats during machining, and the machined surfaces produce feed marks that do not meet the requirements for high-quality surfaces. In this paper, a machine path generation method for array multi-island machining regions is proposed, which divides the array multi-island region machining area into multiple double-connected regions from outside to inside, establishes a partial differential equation model in each double-connected machining subregion to compute isotherms, generates spiral machining trajectories in the double-connected subregions by identifying suitable isotherms in each double-connected machining subregion, and then connects each sub-region helix trajectory; the overall spiral machining trajectory in the array multi-island region can be obtained to avoid multiple tool feeds and feed marks on the machined surface. Meanwhile, in order to avoid the sudden change of cutting direction at the boundary of two sub-regions, an optimization algorithm for B-sample curve generation at the boundary connection of sub-regions is proposed. Finally, the superiority of the method in improving machining quality is verified by machining experiments.

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Abbreviations

\(Loo{p}_{1},Loo{p}_{2},Loo{p}_{3},\cdots \cdots ,Loo{p}_{n-1},Loo{p}_{n}\) :

The inner and outer rings of the arrayed multi-island region

\({\Omega }_{1},{\Omega }_{2},{\Omega }_{3},\cdots \cdots ,{\Omega }_{n-1},{\Omega }_{n}\) :

Machining sub-regions

\({C}_{1},{C}_{2},{C}_{3},\dots \dots ,{C}_{n-1},{C}_{n}\) :

The sub-region boundaries

\({S}_{\text{max}}\) :

The maximum machining step

\({\varvec{R}}\) :

The radius of virtual circular island boundary

\({\varvec{T}}\) :

The temperature

\({K}_{\text{x}},{K}_{\text{y}}\) :

The thermal conductivity of the medium

\(q\) :

The heat generated per unit area

\({u}_{h}\) :

Collection of triangular grid cells

\(\mathrm{1,2},\dots ,{n}_{1}\) :

The number of internal nodes

\({n}_{1}+1,{n}_{1}+2,\dots ,{n}_{1}+{n}_{2}\) :

The number of external boundary nodes

\({n}_{1}+{n}_{2}+1,{n}_{1}+{n}_{2}+2,\dots ,{n}_{1}+{n}_{2}+{n}_{3}\) :

The number of internal boundary nodes

\({S}_{h}\) :

The finite-dimensional space composed of continuous piecewise linear functions

\({P}_{i},{P}_{j},{P}_{m}\) :

Vertices of triangular cell

\(\nabla u\) :

The gradient vector of \({u}_{h}(x,y)\)

\({\phi }_{i}({x}_{j},{y}_{j})\) :

Basis functions

\({e}_{n}\) :

The nth cell

\({{\varvec{K}}}_{{e}_{n}}\) :

The unit stiffness matrix

\({{\varvec{F}}}_{{e}_{n}}\) :

The unit load vector

\({\varvec{K}}\) :

The total stiffness matrix

\({\varvec{F}}\) :

The total load vector

\({\text{S}}_{j}^{i}\) :

Spiral points

\({N}_{j,k}\) :

The B-spline basis functions

\(D\) :

Distance of the final control points

References

  1. Held M (1991) A geometry-based investigation of the tool path generation for zigzag pocket machining. Visual Comput 7:296–308

    Article  Google Scholar 

  2. Razfar MR, Behroozfar A, Ni J (2014) Study of the effects of tool longitudinal oscillation on the machining speed of electrochemical discharge drilling of glass. Precis Eng 38:885–892

    Article  Google Scholar 

  3. Luo M, Hah C, Hafeez HM (2019) Four-axis trochoidal toolpath planning for rough milling of aero-engine blisks. Chin J Aeronaut 32:2009–2016

    Article  Google Scholar 

  4. Park SC, Choi BK (2000) Tool-path planning for direction-parallel area milling. Comput Aided Des 32:17–25

    Article  Google Scholar 

  5. Tang K, Chou S-Y, Chen L-L (1998) An algorithm for reducing tool retractions in zigzag pocket machining. Comput Aided Des 30:123–129

    Article  Google Scholar 

  6. Park SC, Chung YC (2002) Offset tool-path linking for pocket machining. Comput Aided Des 34:299–308

    Article  Google Scholar 

  7. Abdullah H, Ramli R, Wahab DA (2017) Tool path length optimisation of contour parallel milling based on modified ant colony optimisation. Int J Adv Manuf Technol 92:1263–1276

    Article  Google Scholar 

  8. Xu K, Li YG, Xiang BF (2019) Image processing-based contour parallel tool path optimization for arbitrary pocket shape. Int J Adv Manuf Technol 102:1091–1105

    Article  Google Scholar 

  9. Huang ND, Jin YQ, Lu YA, Yi BW, Li XY, Wu SJ (2020) Spiral toolpath generation method for pocket machining. Comput Ind Eng 139:106142

  10. Bieterman MB, Sandstrom DR (2003) A curvilinear tool-path method for pocket machining. J Manuf Sci Eng-Trans Asme 125:709–715

    Article  Google Scholar 

  11. Takasugi K, Asakawa N (2018) Parameter-based spiral tool path generation for free-form surface machining. Precis Eng-J Int Soc Precis Eng Nanotechnol 52:370–379

    Google Scholar 

  12. Xu JT, Ji YK, Sun YW, Lee YS (2018) Spiral tool path generation method on mesh surfaces guided by radial curves. J Manuf Sci Eng-Trans Asme 140:071016

  13. Held M, Spielberger C (2009) A smooth spiral tool path for high speed machining of 2D pockets. Comput Aided Des 41:539–550

    Article  Google Scholar 

  14. Held M, Spielberger C (2014) Improved spiral high-speed machining of multiply-connected pockets. Comput Aided Des Appl 11:346–357

    Article  Google Scholar 

  15. Patel DD, Lalwani DI (2017) Quantitative comparison of pocket geometry and pocket decomposition to obtain improved spiral tool path: a novel approach. J Manuf Sci Eng 139:031020

  16. Banerjee A, Feng H-Y, Bordatchev EV (2012) Process planning for Floor machining of 2½D pockets based on a morphed spiral tool path pattern. Comput Ind Eng 63:971–979

    Article  Google Scholar 

  17. Romero-Carrillo P, Torres-Jimenez E, Dorado R, Diaz-Garrido F (2015) Analytic construction and analysis of spiral pocketing via linear morphing. Comput Aided Des 69:1–10

    Article  Google Scholar 

  18. Sun YW, Xu JT, Jin CN, Guo DM (2016) Smooth tool path generation for 5-axis machining of triangular mesh surface with nonzero genus. Comput Aided Des 79:60–74

    Article  Google Scholar 

  19. Abrahamsen M (2019) Spiral tool paths for high-speed machining of 2D pockets with or without islands. J Comput Des Eng 6:105–117

    Google Scholar 

  20. Chuang JJ, Yang DCH (2007) A laplace-based spiral contouring method for general pocket machining. Int J Adv Manuf Technol 34:714–723

    Article  Google Scholar 

  21. Zhou B, Zhao JB, Li L, Xia RB (2016) A smooth double spiral tool path generation and linking method for high-speed machining of multiply-connected pockets. Precis Eng-J Int Soc Precis Eng Nanotechnol 46:48–64

    Google Scholar 

  22. Stori JA, Wright PK (2000) Constant engagement tool path generation for convex geometries. J Manuf Syst 19:172–184

    Article  Google Scholar 

  23. Xiong ZH, Zhuang CG, Ding H (2011) Curvilinear tool path generation for pocket machining. Proc Inst Mech Eng Part B-J Eng Manuf 225:483–495

    Article  Google Scholar 

  24. Zou Q, Zhao JB (2013) Iso-parametric tool-path planning for point clouds. Comput Aided Des 45:1459–1468

    Article  Google Scholar 

  25. Larsson S, Thomée V (2003) Partial differential equations with numerical methods. Springer, pp 51–76

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Funding

The authors gratefully acknowledge the financial support from the National Natural Science Foundation of China (No. U20B2033, 51975093), the Natural Science Foundation of Liaoning (No. 2020-YQ-09), and the Changjiang Scholar Program of Chinese Ministry of Education (No. Q2021053, T2017030).

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Methodology, S.W. and C.W.; Investigation, P.W.; Writing original draft, S.W.; Software, H.L. and Y.W. all authors have read and agreed to the published version of the manuscript.

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Correspondence to Yongqing Wang.

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Wang, S., Wang, C., Wang, P. et al. PDE-based spiral machining trajectory planning method without tool feed marks on 2D arrayed multi-island regions. Int J Adv Manuf Technol 125, 2021–2034 (2023). https://doi.org/10.1007/s00170-022-10702-5

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