Japanese
Mr. OKA Kanato receives BEST ORAL AWARD at The 8th International Conference on Electronic Materials and Nanotechnology for Green Environment
Category：Award｜Publishing : February 7, 2025
Award winner
Mr. OKA Kanato, Life Science and Applied Chemistry Program, Department of Engineering
The 8th International Conference on Electronic Materials and Nanotechnology for Green Environment（ENGE 2024）
BEST ORAL AWARD
Award-winning research
"LSTM Deep Learning Driven Battery Emulator"
In the development of prototype lithium-ion batteries for automotive applications, performance verification through test driving is necessary to account for irregular charging/discharging patterns and output variations under different driving conditions. However, manufacturing large prototype batteries incurs substantial economic and time costs. This research represents the world's first attempt to create a battery emulator that reproduces battery behavior using deep learning with a limited amount of charge-discharge time series data. The proposed data-driven approach for predicting charge-discharge behavior improves both accuracy and versatility, showing promise for enhancing the efficiency of electric vehicle development.
Award winner's comments
I am deeply honored to receive such a prestigious award. Through oral presentations in English, I was able to engage in meaningful discussions with international researchers, which has contributed greatly to my growth as a researcher. I would like to express my sincere gratitude to Professor Masanobu Nakayama for his careful guidance throughout this research, as well as to LIBTEC, Associate Professor Masayuki Karasuyama, Specially Appointed Associate Professor Hayami Takeda, Assistant Professor Naoto Tanibata, and all members of our laboratory for their invaluable support. This award will serve as motivation as I continue to dedicate myself to future research endeavors.
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