journal article·2026-03

A comparative study of conformal and traditional cooling system for optimizing molding time and warpage reduction

Junhui Liu, Liping Luo, Xiaojie Feng, Junwu Luo

Publisher page

Abstract

No abstract is available for this record. The assistant can identify its topic from the title, but cannot infer the study’s results.

Source: Not provided · Quality: missing

Research context

OpenAlex topics: Injection Molding Process and Properties · Process Optimization and Integration · Epoxy Resin Curing Processes

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (17)

Show source-provided references
1. Li Xj, Zuo Zm, Mi Hy et al (2024) A review of research progress on the minimization of weld lines in injection molding. Int J Adv Manuf Technol 132:5179–521010.1007/s00170-024-13607-7 ↗
2. Narowski P, Wilczyński K (2024) A global approach to modeling injection molding. Polymers 16(1):14710.3390/polym16010147 ↗
3. Baum M, Anders D, Reinicke T (2024) Enhancing injection molding simulation accuracy: a comparative evaluation of rheological model performance. Appl Sci 14(18):846810.3390/app14188468 ↗
4. Satoshi K, Shogo T, Shuji YA (2023) Multi-objective process parameter optimization for minimizing weldline and cycle time using heater-assisted rapid heat cycle molding. Int J Adv Manuf Technol 128:5635–564610.1007/s00170-023-12245-9 ↗
5. Jiang QS, Zhang W, Wan ZH et al (2024) Experimental and numerical investigations on formation mechanisms of hollow structures in overflow water-assisted injection-molded parts of short-glass-fiber-reinforced polypropylene. J Appl Polym Sci 141(36):e5591610.1002/app.55916 ↗
6. Shi F, Lou ZL, Lu JG, Zhang YQ (2003) Optimization of plastic injection molding process with soft computing. Int J Adv Manuf Technol 21:656–66110.1007/s00170-002-1374-3 ↗
7. Kurtaran H, Ozcelik B, Erzurumlu T (2005) Warpage optimization of a bus ceiling lamp base using neural network and genetic algorithm. J Mater Process Technol 169:314–31910.1016/j.jmatprotec.2005.03.013 ↗
8. Kurtaran H, Erzurumlu T (2006) Efficient warpage optimization of thin shell plastic parts using response surface methodology and genetic algorithm. International Journal Of Advanced Manufacturing Technology. 2006; 27:468–47210.1007/s00170-004-2321-2 ↗
9. Ozcelik B, Erzurumlu T (2006) Comparison of the warpage optimization in the plastic injection molding using ANOVA, neural network model and genetic algorithm. J Mater Process Technol 171:437–44510.1016/j.jmatprotec.2005.04.120 ↗
10. Kitayama S et al (2022) Multi-objective process parameters optimization in rapid heat cycle molding incorporating variable packing pressure profile for improving weldline, clamping force, and cycle time. Int J Adv Manuf Technol 120(5):3669–368110.1007/s00170-022-08994-8 ↗
11. Kitayama S, Onuki R, Yamazaki K (2014) Warpage reduction with variable pressure profile in plastic injection molding via sequential approximate optimization. Int J Adv Manuf Technol 72(5):827–83810.1007/s00170-014-5697-7 ↗
12. Mehta ES, Padhi SN (2023) Performance analysis of plastic injection molding using particle swarm based modified sequential quadratic programming algorithm multi objective optimization model. J Theor Appl Inf Technol 101(3):1053–1066
13. Dimla DE, Camilotto M, Miani F (2005) Design and optimization of conformal cooling channels in injection moulding tools. J Mater Process Technol 164–165:1294–130010.1016/j.jmatprotec.2005.02.162 ↗
14. Ahn DG (2011) Applications of laser assisted metal rapid tooling process to manufacture of molding & forming tools—state of the art. Int J Precis Eng Manuf 12(5):925–93810.1007/s12541-011-0125-5 ↗
15. Liu J, Chen X, Lin Z, Diao S (2017) Multi-objective optimization of injection molding process parameters for the precision manufacturing of plastic optical lens. Math Probl Eng. https://doi.org/10.1155/2017/283401310.1155/2017/2834013 ↗
16. Yang D et al (2024) Study on microcosmic properties and temperature simulation of foamed polypropylene composites. Sci Rep10.1038/s41598-024-79074-y ↗
17. Xu Gang, Yang ZT, Long GD (2012) Multi-objective optimization of MIMO plastic injection molding process conditions based on particle swarm optimization. Int J Adv Manuf Technol 58(5):521–53110.1007/s00170-011-3425-0 ↗