Jinsu Gim Email & Phone Number

대한민국 경상남도 진주

미국 위스콘신 매디슨

미국 위스콘신 매디슨

▶ Transfer learning and multi-objective process optimization for a transferred mold of high surface quality parts - Machine vision-based surface defects detection - Multi-objective optimization for process efficiency and robustness▶ Transient in-mold sensor signals- and interpretable machine learning-based molding process optimization - Reduction of human knowledge for molding process optimizationSupported by Post-Doctoral Researcher Grant of the AJOU-Frontier Scholarship program funded by Ajou University (Nov 2021 - Nov 2022).

대한민국 경기도 안산

▶ Analysis of curing behavior of thermoset materials (Collaboration with Hyundai NGV - Hyundai Motor Group) - Rheokinetic modeling of thermoset coating materials - Rheokinetic modeling of thermoset adhesives▶ Rheometer fixture development - UV-curing attachment - Adhesion force measuring fixtures - Syringe force measuring fixtures

대한민국 서울

▶ Novel analysis methodology for in-mold sensor profile using interpretable machine learningCenter for Coating Materials and Processing (CCMP) of Engineering Research Center (ERC)

대한민국 경기도 수원

▶ Minimization of the gloss defects of high-gloss injection-molded surface (Doctoral thesis) - Proposed generation mechanism of gloss defects - Proposed derivation methodology of a process window for stable surface gloss▶ Design of process monitoring and control system - Real-time monitoring program with in-mold sensors - Developed a real-time determination algorithm for mold temperature stabilization▶ Optimization of sequence control for valve gate of hot runner system (Collaboration with LG Electronics) - Developed sequence controller correcting dynamic responsiveness of valve gates - Reduced timing error of sequence operation - Intelligent hot runner control system with automatic triggering based on in-mold sensors (hardware and software development, refer to LG i-Mold system)▶ Machine learning-based defects detection system development (Collaboration with LG Electronics) - Surface defects and flash/burr defects detection▶ Minimization of filling imbalance for multi-cavity lens mold (Collaboration with N2A) - Quantified filling imbalance using in-mold temperature sensors - Optimized runner design to minimize filling imbalance▶ Design of static and dynamic characteristics of composite structures - Designed test bench for bottom pressure distribution, bending stiffness, and dynamic characteristics - Conducted structural analysis of composite, and honeycomb structureSupported by the AJOU-Frontier Scholarship program funded by Ajou University - Full tuition fee and university dorm - Grant for international conferences

Leoben, Austria

▶ Surface characterization of high-gloss injection-molded surfaces - Measured surface topography of injection-molded surfaces - Correlated specular gloss and surface topography characteristicsAdvisor- Univ.Prof. Dipl.-Ing. Dr.mont. Walter Friesenbichler (Montanuniversität Leoben)- Prof. Byungohk Rhee (Ajou University)Supported by ERASMUS+ International Student Mobility Grant (KA107) by European Commission

Doctor Of Philosophy - Ph.D., 기계공학(Mechanical Engineering), 사출성형(Injection Molding), 4.42/4.5 Gpa

2013 Mar 01 - 2020 Feb 21 Advisor: prof. Byungohk Rhee Topic: Generation mechanism and control of gloss defects for high-gloss.

Bachelor Of Science - Bs, Engineering Mechanics, 4.36/4.5 Gpa

Activities and Societies: Astronomy Observation Club; C.OB.E 2009 Mar 01 - 2013 Feb 22 Graduated as top 3rd honor.