Yoon Hansol, an undergraduate researcher at the Environment-Friendly Energy and Nanothermal Research Lab (Advisor: Professor Park Sangwook) at Seoul National University's Department of Mechanical Engineering presented at the 11th Asia-Pacific Forum Renewable Energy 2022 (AFORE 2022), hosted by the Korean Society for New and Renewable Energy (KSNRE) from September 27 (Tue) to October 1 (Sat), 2022 the researched entitled “Digital Twin-Based Design of Low-Carbon Electricity Generation Mix in 2050 for Electric Vehicle Charging and Total Electricity Demand of Texas in the US”. He won the “Best Presentation Award” for the title.