Machine learning method predicting thermal performance of conformal cooling systems [PDF]
Scientific ReportsThe incorporation of conformal cooling systems has significantly enhanced the efficiency and quality of injection molding process. While several automated methods have been developed for creating conformal cooling channels in injection molds, the current
Zhiqiang Zhao
doaj +5 more sources
Applied Sciences, 2023 Injection molding is widely used in the manufacturing process of plastic products. The injection molding process aims to increase productivity, which is impacted by factors such as cooling time, the temperature distribution of plastic parts, thermal ...
Yuandi Wang, Changmyung Lee
doaj +3 more sources
Metal Additive Manufacturing of Plastic Injection Molds with Conformal Cooling Channels [PDF]
Polymers (Basel), 2022 Conformal cooling channels (CCCs) are widely used in the plastic injection molding process to improve the product quality and operational performance. Tooling that incorporates CCCs can be fabricated through metal additive manufacturing (MAM).
B. B. Kanbur +6 more
semanticscholar +7 more sources
Application of New Conformal Cooling Layouts to the Green Injection Molding of Complex Slender Polymeric Parts with High Dimensional Specifications [PDF]
Polymers (Basel), 2023 Eliminating warpage in injection molded polymeric parts is one of the most important problems in the injection molding industry today. This situation is critical in geometries that are particularly susceptible to warping due to their geometric features ...
Abelardo Torres Alba +3 more
semanticscholar +2 more sources
Conformal Cooling Channel Design for Improving Temperature Distribution on the Cavity Surface in the Injection Molding Process [PDF]
Polymers (Basel), 2023 Mold heating is an essential process in plastic injection molding. Raising the temperature of the mold before injecting liquefied plastic can ease the mold-filling process.
Van-Thuc Nguyen +5 more
semanticscholar +2 more sources
Case Study of Large Three-Dimensional-Printed Slider with Conformal Cooling for High-Pressure Die Casting [PDF]
3D Print Addit Manuf, 2023 Metal three-dimensional (3D) printing technology brings several benefits to the field of high-pressure die casting of aluminum, which enhances its development. The associated conformal cooling application is already commonly used where there is a need to
V. Andronov +4 more
semanticscholar +2 more sources
Adaptive Conformal Cooling of Injection Molds Using Additively Manufactured TPMS Structures [PDF]
Polymers (Basel), 2022 In injection molding, cooling channels are usually manufactured with a straight shape, and thus have low cooling efficiency for a curved mold. Recently, additive manufacturing (AM) was used to fabricate conformal cooling channels that could maintain a ...
Seoyeah Oh, J. Ha, Keun Park
semanticscholar +2 more sources
The Impact of Surface Roughness on Conformal Cooling Channels for Injection Molding [PDF]
Materials (Basel)Injection molding technology is widely utilized across various industries for its ability to fabricate complex-shaped components with exceptional dimensional accuracy. However, challenges related to injection quality often arise, necessitating innovative
Jan Hanzlik +6 more
semanticscholar +2 more sources
A Review on Injection Molding: Conformal Cooling Channels, Modelling, Surrogate Models and Multi-Objective Optimization [PDF]
Polymers (Basel)Plastic injection molding is a fundamental manufacturing process used in various industries, accounting for approximately 30% of the global plastic product market.
A. Gaspar-Cunha +3 more
semanticscholar +2 more sources
Improvements in Injection Moulds Cooling and Manufacturing Efficiency Achieved by Wire Arc Additive Manufacturing Using Conformal Cooling Concept [PDF]
Polymers (Basel)The plastic injection moulding industry is a constantly developing industrial field. This industrial process requires the manufacturing of metal moulds using complex heating and cooling systems.
Alejandro Marqués +7 more
semanticscholar +2 more sources