A review of machine learning for the optimization of production processes
Due to the advances in the digitalization process of the manufacturing industry and the
resulting available data, there is tremendous progress and large interest in integrating …
resulting available data, there is tremendous progress and large interest in integrating …
Recent progress in minimizing the warpage and shrinkage deformations by the optimization of process parameters in plastic injection molding: A review
The quality control of plastic products is an essential aspect of the plastic injection molding
(PIM) process. However, the warpage and shrinkage deformations continue to exist because …
(PIM) process. However, the warpage and shrinkage deformations continue to exist because …
[BOOK][B] Fundamentals of polymer engineering
Exploring the chemistry of synthesis, mechanisms of polymerization, reaction engineering of
step-growth and chain-growth polymerization, polymer characterization, thermodynamics …
step-growth and chain-growth polymerization, polymer characterization, thermodynamics …
Static and dynamic mechanical properties of 3D printed ABS as a function of raster angle
Due to the rapid growth of 3D printing popularity, including fused deposition modeling
(FDM), as one of the most common technologies, the proper understanding of the process …
(FDM), as one of the most common technologies, the proper understanding of the process …
Transfer-learning: Bridging the gap between real and simulation data for machine learning in injection molding
In the field of manufacturing process planning and initial operation of machines, machine
parameters are often provided from few either expensive and time-consuming experiments …
parameters are often provided from few either expensive and time-consuming experiments …
Injection-molded natural fiber-reinforced polymer composites–a review
For the last couple of decades, researchers have been trying to explore eco-friendly
materials which would significantly reduce the dependency on synthetic fibers and their …
materials which would significantly reduce the dependency on synthetic fibers and their …
High-throughput in situ characterization of polymer crystallization under an intense flow, high pressure, and cooling gradient during injection molding
J Yin, LF Deng, GQ Ma, FY Wu, JZ Xu, X Gao… - …, 2023 - ACS Publications
Injection molding is a polymer-processing method widely used, which consumes about one-
third of global plastics and produces 80% of plastic parts. However, it is still challenging to in …
third of global plastics and produces 80% of plastic parts. However, it is still challenging to in …
Recent progress in flow‐induced polymer crystallization
C Nie, F Peng, R Cao, K Cui, J Sheng… - Journal of Polymer …, 2022 - Wiley Online Library
During industrial processing, such as film blowing and injection molding, semicrystalline
polymers have to be subjected to external flow. Flow changes the nucleation rate, crystal …
polymers have to be subjected to external flow. Flow changes the nucleation rate, crystal …
[HTML][HTML] A Thorough Review of Emerging Technologies in Micro-and Nanochannel Fabrication: Limitations, Applications, and Comparison
In recent years, the field of micro-and nanochannel fabrication has seen significant
advancements driven by the need for precision in biomedical, environmental, and industrial …
advancements driven by the need for precision in biomedical, environmental, and industrial …
Modeling and experimental studies on polymer melting and flow in injection molding
Injection molding, in addition to extrusion, is the most important technology in the polymer
processing industry. When modeling injection molding, the global approach is necessary to …
processing industry. When modeling injection molding, the global approach is necessary to …