Dr. Junghwan Lee, Founder & CEO at BatterMachine(www.battermachine.com).- Education and industry experience: Ph.D. in Computer Science, 18 years of experience in BMS (Battery Management System).- Experience founding a startup (ebolve in 2014)- Worked at:2005.08 – 2012.07, LG Electronics (Power management/Platform software, Chief research engineer)2012.09 – 2017.09, Texas Instruments (BMS, Principal engineer)2017.10 – 2020.10, Great Wall Motors/Svolt (BMS, Architect/Technical Lead)2020.12 – 2023.11, FAW group (BMS, Senior director)- Specialized expertise in BMS design, machine learning, system/software architecture, and real-time systems.- 40 patents, 13 research papers, and 3 published books.PapersLee, J., Sun, H., Liu, Y., Li, X., 2024. A machine learning framework for remaining useful lifetime prediction of li-ion batteries using diverse neural networks. Energy and AI 15, 100319. https://doi.org/10.1016/j.egyai.2023.100319Lee, J.; Sun, H.; Liu, Y.; Li, X.; Liu, Y.; Kim, M. State-of-Health Estimation and Anomaly Detection in Li-Ion Batteries Based on a Novel Architecture with Machine Learning. Batteries 2023, 9, 264. https://doi.org/10.3390/batteries9050264J. Lee, ＂Li-ion Battery Health State Estimation with Two Feed Forward Neural Networks,＂ 2023 IEEE International Conference on Industrial Technology (ICIT), Orlando, FL, USA, 2023, pp. 1-6, doi: 10.1109/ICIT58465.2023.10143124.J.H. Lee and M.J. Kim. “Isolation of Shared Resources for Mixed-Criticality AUTOSAR Applications”, JCSE, 2022J.H. Lee. “Consolidated Software Architecture for Safety-Critical AUTOSAR Applications”, IEEE IES ICIT August 22-25, 2022, Shanghai, ChinaJ.H. Lee and R. wang, “A Method for Designing and Analyzing Automotive Software Architecture: A Case Study for an Autonomous Electric Vehicle”, 2021 International Conference on Computer Engineering and Artificial Intelligence (ICCEAI) August 27-29, 2021, Shanghai, ChinaJ.H. Lee and M.J. Kim. “Real-Time Scheduling for Mixed-Criticality Systems in the Automotive Industry” Journal of Computing Science and Engineering(IF: 0.766), Vol. 14, No. 1, pp 9-18, March 2020(1)J.H. Lee and M.J. Kim.”Ceiling Priority for Synchronous Communication in Real-Time Systems”, 2020 IEEE 4th Information Technology,Networking,Electronic and Automation Control Conference (ITNEC), Vol.1, pp 617-622, June 12-14, 2020 Chongqing, ChinaPatents전기자동차용 배터리의 열화 발생을 저감하면서 고속충전과 최대방전을 수행하기 위한 방법 및 그 장치, 2017 (10-1998069-00-00)배터리 모니터링 및 보호 시스템, 2017 (10-1912615-00-00)