Abstract
Fabricating conformal cooling channels (CCCs) is now easier and more economical because of recent advances in additive manufacturing. CCCs offer better cooling performance throughout the injection molding process than typical (straight drilled) channels. The main reason for this is that CCCs can follow the courses of molded objects, whereas regular channels cannot. CCCs can be used to speed up cycle times, decrease thermal strains and warpage, and produce a more uniform temperature distribution. Using computer-aided engineering (CAE) simulations, designs that are both effective and economical can be made. The goal of this study is to optimize the design of an injection mold to speed up ejection and improve temperature uniformity. This work developed an optimization approach that improved the position of cooling channels during the mold design stage, enabling the construction of geometrically pre-optimized molds. It is safe to assume that the developed technique is efficient and suitable for the task’s intended objectives.
Similar content being viewed by others
Data availability
Data/results will be made available upon request.
References
Chung C-Y (2019) Integrated optimum layout of conformal cooling channels and optimal injection molding process parameters for optical lenses. Appl Sci 9:4341. https://doi.org/10.3390/app9204341
Clemente MR, Oliveira Panão MR (2018) Introducing flow architecture in the design and optimization of mold inserts cooling systems. Int J Therm Sci 127:288–293. https://doi.org/10.1016/jijthermalsci201801035
Jauregui-Becker JM, Tragter H, van Houten FJAM (2009) Toward a bottom-up approach to automate the design of cooling systems for injection molding. Comput-Aided Des Applic 6:447–459. https://doi.org/10.3722/cadaps2009447-459
Zhang Y, Hou B, Wang Q, Li Y, Huang Z (2018) Automatic design of conformal cooling channels in injection molding tooling. IOP Conf Series: Mater Sci Eng 307:012025. https://doi.org/10.1088/1757-899X/307/1/012025
Tuteski O, Kocov A (2018) Conformal cooling channels in injection molding tools–design considerations. Mach, Technol, Mater 12:445–448
Altaf K, Rani AMA (2015) Numerical study of profiled conformal cooling channels for cooling time reduction in injection mold tools. Int J Eng Syst Model and Simul 7:230–237. https://doi.org/10.1504/IJESMS2015072508
Berger GR, Zorn D, Friesenbichler W, Bevc F, Bodor CJ (2019) Efficient cooling of hot spots in injection molding A biomimetic cooling channel versus a heat-conductive mold material and a heat conductive plastics. Polym Eng Sci 59:E180–E188. https://doi.org/10.1002/pen25024
Lin JC (2002) Optimum cooling system design of a free-form injection mold using an abductive network. J Mater Process Technol 120:226–2367
Tang LQ, Chassapis C, Manoochehri S (1997) Optimal cooling system design for multi-cavity injection molding. Finite Elem Anal Des 26:229–251
Lam YC, Zhai LY, Tai K, Fok SC (2004) An evolutionary approach for cooling system optimization in plastic injection molding. Int J Prod Res 42:2047–2061
Li XP, Zhao GQ, Guan YJ, Ma MX (2009) Optimal design of heating channels for rapid heating cycle injection mold based on response surface and genetic algorithm. Mater Des 30:4317–4323
Park SJ, Kwon TH (1998) Optimal cooling system design for the injection molding process. Polym Eng Sci 38:1450–1462
Qiao H (2005) Transient mold cooling analysis using BEM with the time-dependent fundamental solution. Int Commun Heat Mass Transfer 32:315–322
Qiao H (2006) A systematic computer-aided approach to cooling system optimal design in plastic injection molding. Int J Mech Sci 48:430–439
Zhou H, Zhang Y, Wen J Li, D (2009) An acceleration method for the BEM-based cooling simulation of injection molding. Eng Anal Bound Elem 33(8–9):1022–1030
Lin ZC, Chou MH (2002) Design of the cooling channels in nonrectangular plastic flat injection mold. J Manuf Syst 21:167–186
Feng S, Kamat AM, Pei Y (2021) Design and fabrication of conformal cooling channels in molds: review and progress updates. Int J Heat Mass Transf 204:124082
Shen C, Wang L, Li Q (2007) Optimization of injection molding process parameters using combination of artificial neural network and genetic algorithm method. J Mater Process Technol 183(2–3):412–418. https://doi.org/10.1016/jjmatprotec200610036
Wang G, Zhao G, Li H, Guan Y (2011) Research on optimization design of the heating/cooling channels for rapid heat cycle molding based on response surface methodology and constrained particle swarm optimization. Expert Syst Appl 38(6):6705–6719. https://doi.org/10.1016/jeswa201011063
Park H-S, x Dang H -S, (2010) Optimization of conformal cooling channels with array of baffles for plastic injection mold. Int J Precis Eng Manuf 11(6):879–890
Changyu S, Lixia W, Qian L (2007) Optimization of injection molding process parameters using combination of artificial neural network and genetic algorithm method. J Mater Process Technol 183:412–418
Silva HM (2018) Optimization of the mechanical behavior of hollow-box beams, PhD Thesis, Lodz University of Technology, Poland
Silva HM (2011) Determination of the material/geometry of the section most adequate for a static loaded beam subjected to a combination of bending and torsion, MSc Thesis, University of Minho, Portugal
Silva HM, Meireles JFB (2013) Determination of material/geometry of the section most adequate for a static loaded beam subjected to a combination of bending and torsion. Mater Sci Forum 730:507–512
Meireles JFB (2007) ” Análise dinâmica de estruturas por modelos de elementos finitos identificados experimentalmente”, Ph. D. Thesis, University of Minho, Portugal [In Portuguese]
Silva HM, Noversa JT, Fernandes L, Rodrigues HL, Pontes AJ (2023) Design optimization of conformal cooling channels for injection molds: 3D transient heat transfer analysis, Mech Adv Mater Struct pp 1–12. https://doi.org/10.1080/15376494.2023.2203686
Funding
This research was supported by the research grant number POCI-01–0247-FEDER-024516, co-funded by the European Regional Development Fund, by the Operational Program “Competitiveness and Internationalization,” in the scope of “Portugal 2020.”
H. M. Silva and C. M. A. Vasques gratefully acknowledge the support provided by the Foundation for Science and Technology (FCT) of Portugal, within the scope of the project of the Research Unit on Materials, Energy and Environment for Sustainability (proMetheus), Ref. UID/05975/2020, financed by national funds through the FCT/MCTES.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Ethics approval
Not applicable.
Consent to participate
Not applicable.
Consent for publication
Not applicable.
Conflicts of interest
The authors declare no competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Silva, H.M., de Almeida Vasques, C.M., Rodrigues, H.L. et al. A methodology for the optimal placement of conformal cooling channels in injection molds: 2D transient heat transfer analysis. Int J Adv Manuf Technol (2024). https://doi.org/10.1007/s00170-024-13474-2
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s00170-024-13474-2