Hello, I have a background in nuclear engineering and am currently working in the battery industry.Although these fields may seem unrelated, I believe that the essence of describing phenomena from a physics perspective is fundamentally the same. I have gained extensive experience and contributed to various aspects of battery technology, including cells, packs, and especially algorithm for BMS SW.At present, I am leveraging my background to collaborate with automakers (OEMs) to diagnose risky cells using real-world data. I am dedicated to using my strengths to contribute to a better future society that everyone can benefit from.
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Research ProfessionalLg Energy Solution Mar 2020 - PresentKwach'On, Gyeonggi, South KoreaFeature Engineering (July 2019 - June 2020)- Identified essential features indicating battery characteristics from time series data.- Extracted features for abnormal events (Internal short, Li plating).- Extracted battery degradation features (State of Health).Battery Degradation Modeling (July 2020 - January 2022)- Developed RUL prediction algorithms for Battery as a Service (BaaS).AI Development (February 2022 - June 2023)- Developed AI diagnostic models for detecting Li plating cells with potential event risks.Cloud Diagnostics (July 2023 - Present)- Extracted diagnostic features from real-world data.- Developed risk vehicle classification models using data from a fleet (~43K) -
Research AssistantLg Energy Solution Jul 2014 - Feb 2020Kwach'On, Gyeonggi, South KoreaAdvanced Cell Development (Lab Scale) (July 2014 - December 2014)- Conducted 3-electrode experiments to find the optimal charging depth.Low Cost & Long-Term Cell Development for ESS Cells (January 2015 - June 2016)- Developed ESS cell to larger scale (Pilot test)- Studied cell degradation mechanisms.Advanced SoX Algorithm Development (July 2016 - December 2018)- Developed adaptive SoX algorithms (State of Charge, State of Power).- Optimized fast charge algorithms.- Optimized parameters (ECM, P2D).
김영진 Education Details
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Nuclear Engineering -
Bachelor'S Degree
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Nuclear Engineering
Frequently Asked Questions about 김영진
What company does 김영진 work for?
김영진 works for Lg Energy Solution
What is 김영진's role at the current company?
김영진's current role is LG Energy Solution Data Scientist.
What schools did 김영진 attend?
김영진 attended Seoul National University, Seoul National University, 서울대학교 (Seoul National University).
Not the 김영진 you were looking for?
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Youngjin Kim
Seoul, South Korea
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