Measurement techniques in injection molding: A comprehensive review of machine status detection, molten resin flow state characterization, and component quality …

NY Zhao, JF Liu, MY Su, ZB Xu - Measurement, 2024 - Elsevier
Injection molding is a widely favored method for accurately fabricating objects with intricate
geometries. However, the machine, melt, and product fluctuate from shot to shot due to …

Flash Flow-Induced Crystallization of Poly(l-lactide) under Elevated Pressure during Industrial-Scale Injection Molding Revealed by Time-Resolved Synchrotron X …

J Yin, J Zhang, ZY Chen, LF Deng, DZ Jia, H Lin… - …, 2024 - ACS Publications
Poly (l-lactide)(PLLA) is a promising biodegradable alternative to petroleum-based plastics,
but it exhibits slow crystallization kinetics. Understanding flow-induced crystallization under …

In-situ melt flowability detection and product quality evaluation in injection molding: A simplified approach

NY Zhao, MC Bi, JF Liu, HP Fu, ZB Xu, Q Wu, J Zhou… - Measurement, 2024 - Elsevier
In-situ methods for monitoring flowability/weight can promote melt/product consistency in
continuous production lines. However, traditional rheometers don't fulfill manufacturing …

Data‐driven quality prediction in injection molding: An autoencoder and machine learning approach

KC Ke, JC Wang, SC Nian - Polymer Engineering & Science, 2024 - Wiley Online Library
In the injection molding process, the pressure within the mold cavity is crucial to the quality
of the final product. Due to the inability to directly observe the process, sensor technology is …

Significance of viscous dissipation effect during the rapid filling process in the non-adiabatic mold: A full analytical and validating solution

NY Zhao, B Xue, MY Su, ZB Xu, Q Wu, J Zhou - Journal of Non-Newtonian …, 2025 - Elsevier
The thorough analysis of thermal effects in the interior of molds enhances the understanding
of the role and evolution of flow-thermal interactions during injection molding. However …

Simultaneously enhancing the flow properties and mechanical strength of polyphenylene sulfide via in‐mold ultrasonic‐assisted injection molding

M Bi, J Liu, Q Wu, F Jiang, P Nie, Z Xu… - Journal of Applied …, 2024 - Wiley Online Library
Injection molding is widely used for making intricate plastic products due to its precision, cost
efficiency, and fast production. Industries like consumer electronics, aerospace, and …