Potential of rapid tooling in rapid heat cycle molding: a review

NHM Huzaim, SZA Rahim, L Musa, AE Abdellah… - Materials, 2022 - mdpi.com
Rapid tooling (RT) and additive manufacturing (AM) are currently being used in several
parts of industry, particularly in the development of new products. The demand for timely …

Process parameters optimization in plastic injection molding using metamodel-based optimization: a comprehensive review

S Kitayama - The International Journal of Advanced Manufacturing …, 2022 - Springer
This paper comprehensively reviews the process parameters optimization in plastic injection
molding (PIM) using the metamodel-based optimization. The PIM is a typical manufacturing …

A “poor man's approach” to topology optimization of cooling channels based on a Darcy flow model

X Zhao, M Zhou, O Sigmund, CS Andreasen - International Journal of Heat …, 2018 - Elsevier
A topology optimization methodology for optimizing cooling channels using an approximate
but low-cost flow and heat transfer model is presented. The fluid flow is modeled using the …

A proposed iteration optimization approach integrating backpropagation neural network with genetic algorithm

HX Huang, JC Li, CL Xiao - Expert Systems with Applications, 2015 - Elsevier
An iteration optimization approach integrating backpropagation neural network (BPNN) with
genetic algorithm (GA) is proposed. The main idea of the approach is that a BPNN model is …

[HTML][HTML] Rapid heating injection moulding: An experimental surface temperature study

R Sánchez, A Martinez, D Mercado, A Carbonel, J Aisa - Polymer Testing, 2021 - Elsevier
Rapid heat cycle moulding (RHCM) is a recent set of injection technologies that allow a full
temperature control in a mould. Between all technologies available in terms of heating and …

Numerical optimization of heat transfer enhancement in a wavy channel using nanofluids

YT Yang, YH Wang, PK Tseng - International Communications in Heat and …, 2014 - Elsevier
In this study, a multi-parameter constrained optimization procedure integrating the design of
experiments (DOE), full factorial experimental design (FFED), genetic algorithm (GA) and …

Design, simulation and optimization of conformal cooling channels in injection molds: a review

HM Silva, JT Noversa, L Fernandes… - … International Journal of …, 2022 - Springer
The manufacturing of conformal cooling channels (CCC's) is now easier and more
affordable, owing to the recent developments in the field of additive manufacturing. The use …

Optimal design of longitudinal conformal cooling channels in hot stamping tools

B He, L Ying, X Li, P Hu - Applied thermal engineering, 2016 - Elsevier
A new longitudinal CCC (conformal cooling channels) design in a B-pillar tool is proposed in
this study. Three kinds of design parameters, the radius (Rad) of cooling channels, the …

Multi-objective topology optimization of heat transfer surface using level-set method and adaptive mesh refinement in OpenFOAM

D Chen, P Kumar, Y Kametani, Y Hasegawa - International Journal of Heat …, 2024 - Elsevier
The present study proposes a new efficient and robust algorithm for multi-objectives
topology optimization of heat transfer surfaces to achieve heat transfer enhancement with a …

Level set topology optimization of cooling channels using the Darcy flow model

S Kambampati, HA Kim - Structural and Multidisciplinary Optimization, 2020 - Springer
The level set topology optimization method for 2D and 3D cooling channels, considering
convective heat transfer for high Reynolds number flows, is presented in this paper. The …