Novel analysis methodology of cavity pressure profiles in injection-molding processes using interpretation of machine learning model

J Gim, B Rhee - Polymers, 2021 - mdpi.com
The cavity pressure profile representing the effective molding condition in a cavity is closely
related to part quality. Analysis of the effect of the cavity pressure profile on quality requires …

Interpretation of the effect of transient process data on part quality of injection molding based on explainable artificial intelligence

J Gim, LS Turng - International Journal of Production Research, 2023 - Taylor & Francis
This paper proposes an interpretation methodology for the effect of transient process data on
quality of injection molded parts. The transient process data measured in the actual …

Optimization of sequence valve gating (SVG) injection molding based on melt front detection (MFD)

B Kim, J Gim, LS Turng, B Rhee - Journal of Manufacturing Processes, 2024 - Elsevier
This paper proposes a novel optimization method of valve gate (VG) positions and
sequences in sequential valve gating (SVG) injection molding based on melt front detection …

Reducing the burn marks on injection-molded parts by external gas-assisted injection molding

J Li, W Liu, X Xia, H Zhou, L Jing, X Peng, S Jiang - Polymers, 2021 - mdpi.com
A burn mark is a sort of serious surface defect on injection-molded parts. In some cases, it
can be difficult to reduce the burn marks by traditional methods. In this study, external gas …

[PDF][PDF] Pengembangan data logger berbasis mikrokontroler untuk praktikum pindah panas

R Efendi, H Arjal Tando - researchgate.net
Pengembangan data logger berbasis Arduino Mega 2560 menggunakan penguat sinyal
Adafruit AD8495 (terhubung dengan termokopel tipe K) merupakan upaya untuk …

[PDF][PDF] 설명가능인공지능(XAI) 기반사출금형내성형조건(IMC) 의품질영향도분석방법론

김진수, 린청윈, 텅리솅 - 한국생산제조학회지, 2024 - journal.ksmte.kr
This paper proposes a methodology to analyze the effect of in-mold conditions (IMCs) on
part quality for autonomous manufacturing in injection molding. The IMC is the most …