Abstract
The cooling system of an injection mould plays an important role in determining the productivity of the moulding process and the quality of the moulded part. Previous research has mainly focused on the analysis and optimization of cooling systems, but techniques that can be used for the automatic design of cooling systems have not been well investigated. In a previous project, we developed an automatic system that can generate preliminary designs for cooling systems. A key component of that automatic system is an algorithm that segments a part with a complex shape into simpler shape portions to facilitate the subsequent design synthesis process. This segmentation method, based on a feature recognition technique, has limited geometric coverage. In this research, a new method of part segmentation with an extended geometric coverage is developed. This method first estimates the regions where segmentation boundaries exist, and then refines the regions until they can be used to segment the part into separate portions. When this new part segmentation algorithm is integrated into an automatic design system, the system can generate cooling system designs for a larger class of plastic parts.
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References
Tang LQ, Pochiraju K, Chassapis C, Manoochehri S (1998) A computer-aided optimization approach for the design of injection mold cooling systems. Trans of ASME J Mech Des 120:165–174
Park SJ, Kwon TH (1998) Optimal cooling system design for the injection molding process. Polym Eng Sci 38(9):1450–1462
Lin JC (2003) The optimal design of a cooling system for a die-casting die with a free form surface. Int J Adv Manuf Technol 21(8):612–619
Hui KC, Tan ST (1992) Mould design with sweep operations. A heuristic search approach. Comput Aided Des 24(2):81–91, Feb
Chen LL, Chou SY, Woo TC (2003) Parting directions for mould and die design. Comput Aided Des 25(12):762–768
Chen YH, Wang YZ, Leung TM (2000) An investigation of parting direction based on dexel model and fuzzy decision making. Int J Prod Res 38(6):1357–1375
Tan ST, Yuen MF, Sze WS, Kwong KW (1990) Parting lines and parting surfaces of injection moulded parts. Proc Inst Mech Eng: B J Eng Manuf 204:211–221
Nee AYC, Fu MW, Fuh JYH, Lee KS, Zhang YF (1998) Automatic determination of 3-D parting lines and surfaces in plastic injection mould design. Ann CIRP 47(1):95–98
Wong T, Tan ST, Sze WS (1998) Parting line formation by slicing a 3D CAD model. Eng Comput 14:330–342
Li CL (2003) Automatic parting surface determination for plastic injection mould. Int J Prod Res 41(15):3529–3547
Li CL, Yu KM, Li CG (2005) A new approach to parting surface design for plastic injection mould using the subdivision method. Int J Prod Res 43(3):537–561
Fu MW, Fuh JYH, Nee AYC (1999) Undercut feature recognition in an injection mould design system. Comput Aided Des 31:777–790
Zhang YF, Liu HK, Lee KS (2002) Automated generation of lifters for injection moulds. Int J Adv Manuf Technol 19:537–543
Li CL, Li CG, Mok ACK (2005) Automatic layout design of plastic injection mould cooling system. Comput Aided Des 37(7):645–662
Li CL, Li CG (2004) Manufacturable and functional layout design of cooling system for plastic injection mould - an automatic approach. Proc International Conference on Manufacturing Automation ICMA2004, Wuhan, China, pp 47–54, 26–29 Oct 2004
Li CL (2001) A feature-based approach to injection mould cooling system design. Comput Aided Des 33(14):1073–1090
Li CL (2001) Automatic synthesis of cooling system design for plastic injection mould. ASME 2001 Design Engineering Technical Conferences and Computers and Information in Engineering Conference, 27th Design Automation Conference, Pittsburgh, PA, 9–12 Sept 2001
Barr AH (1981) Superquadrics and angle-preserving transformation. IEEE Comput Graph Appl 1(1):11–23
Pentland AP (1986) Perceptual organization and the representation of natural form. Artif Intell 28(3):293–332
Mangan A, Whitaker R (1999) Partitioning 3D surface meshes using watershed segmentation. IEEE Trans Vis Comput Graph 5(4):308–321
Razdan A, Bae MS (2003) A hybrid approach to feature segmentation for triangle meshes. Comput Aided Des 25:783–789
Benko P, Varady T (2004) Segmentation methods for smooth point regions of conventional engineering objects. Comput Aided Des 36:511–523
Vieira M, Shimada K (2005) Surface mesh segmentation and smooth surface extraction through region growing. Comput Aided Geom Des 22:771–792
Solina F, Bajcsy R (1990) Recovery of parametric models from range images: The case for superquadrics with global deformations. IEEE Trans Pattern Anal Mach Intell 12(2):131–147
Press WH, Flannery BP, Teukolsky SA, Vettering WT (2002) Numerical recipes in C/C++. Cambridge University Press, Cambridge
Ji L, Yan H (2002) Robust topology-adaptive snakes for image segmentation. Image Vis Comput 20(2):147–164
Iyer N, Jayanti S, Lou K, Kalyanaramn Y, Ramani K (2005) Three-dimensional shape searching: state-of-the-art review and future trends. Comput Aided Des 37:509–530
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Li, C.L. Part segmentation by superquadric fitting-a new approach towards automatic design of cooling system for plastic injection mould. Int J Adv Manuf Technol 35, 102–114 (2007). https://doi.org/10.1007/s00170-006-0711-3
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DOI: https://doi.org/10.1007/s00170-006-0711-3