Publications

Journals

Please find the published journals in PDF format in Google Drive below.

2024

(accepted) Jimin Lee, Changjoo Moon*, and Soomin Woo*. 차량용 임베디드 컴퓨팅 환경 내 졸음운전 감지를 위한 3D-CNN 모델 검증 및 예측 시간 평가 (3D-CNN Model Validation and Prediction Time Evaluation for Drowsy Driving Detection in Automotive Embedded Computing Environments.) 교통안전연구. 

Zhonglin Ma, Cheng Zhao, Soomin Woo, and Chao Wang*. Unlocking the Potential of Urban EV Battery Recycling: A Dual Optimization Model. Journal of Environmental Management. 2024, Vol 372, 2024, 123301, ISSN 0301-4797, https://doi.org/10.1016/j.jenvman.2024.123301 

Soomin Woo, Boram Woo, Yoojin Chang, and Sehyun Tak*. Road Design on Human Driver Accidents vs. Automated Vehicle Failures: Comparison with Real-World Field Data. IEEE Access. 2024, Vol. 12, pp. 159545-159560, https://doi.org/10.1109/ACCESS.2024.3487353 

Jimin Lee, Soomin Woo, and Changjoo Moon*. 3D-CNN Method for Drowsy Driving Detection Based on Driving Pattern Recognition. Electronics. 2024, 13(17), 3388, https://doi.org/10.3390/electronics13173388 

Jeongmin Moon, Dongwon Hong, Jungseok Kim, Suhong Kim, Soomin Woo, Hyeongju Choi, and Changjoo Moon*. Enhancing Autonomous Driving Robot Systems with Edge Computing and LDM Platforms. Electronics. 2024, 13(14):2740. https://doi.org/10.3390/electronics13142740 

Soomin Woo*, Eric Yongkeun Choi, Scott J. Moura, and Francesco Borrelli. Saving Energy with Eco-friendly Routing of an Electric Vehicle Fleet. Transportation Research Part E: Logistics and Transportation Review. 2024, Vol 189, 103644, ISSN 1366-5545, https://doi.org/10.1016/j.tre.2024.103644 

2023

Chao Wang*, Xuetong Feng, Soomin Woo*, Jacob Wood, and Shihan Yu. The optimization of an EV decommissioned battery recycling network: A third-party approach, Journal of Environmental Management, 2023, Vol 348, 2023, 119299, ISSN 0301-4797, https://doi.org/10.1016/j.jenvman.2023.119299 

Upadhi Vijay, Soomin Woo*, Scott J. Moura, Akshat Jain, David Rodriguez, Sergio Gambacorta, Giuseppe Ferrara, Luigi Lanuzza, Christian Zulberti, Erika Mellekas, and Carlo Papa.  Valuation of Public Bus Electrification with Open Data and Physics-Informed Machine Learning. Journal of Advanced Transportation, 2023, vol. 2023, 5021883,  https://doi.org/10.1155/2023/5021883 

2021

Soomin Woo, Sangjae Bae, and Scott J. Moura. Pareto optimality in cost and service quality for an Electric Vehicle charging facility. Applied Energy, 2021, 290(116779), 116779. https://doi.org/10.1016/j.apenergy.2021.116779 

Soomin Woo, Zhe Fu, Elpiniki Apostolaki-Iosifidou, and Timothy E. Lipman*. Economic and environmental benefits for electricity grids from spatiotemporal optimization of electric vehicle charging. Energies, 2021, 14(24), 8204. https://doi.org/10.3390/en14248204 

Soomin Woo*, and Alexander Skabardonis, Flow-aware platoon formation of Connected Automated Vehicles in a mixed traffic with human-driven vehicles. Transportation Research. Part C, Emerging Technologies, 2021, 133(103442), 103442. https://doi.org/10.1016/j.trc.2021.103442

Sehyun Tak, Soomin Woo, Sungjin Park, and Sunghoon Kim*. The city-wide impacts of the interactions between shared autonomous vehicle-based mobility services and the public transportation system. Sustainability, 2021, 13(12), 6725. https://doi.org/10.3390/su13126725 

2020

Sehyun Tak*, Jinsu Yoon, Soomin Woo, and Hwasoo Yeo. Sectional information-based collision warning system using roadside unit aggregated connected-vehicle information for a cooperative intelligent transport system. Journal of Advanced Transportation, 2020, 1–12. https://doi.org/10.1155/2020/1528028 

2016

Soomin Woo, Sehyun Tak, and Hwasoo Yeo*. Data-driven prediction methodology of origin–destination demand in large network for real-time service. Transportation Research Record, 2016, 2567(1), 47–56. https://doi.org/10.3141/2567-06 

Sehyun Tak, Soomin Woo, and Hwasoo Yeo*. Study on the framework of hybrid collision warning system using loop detectors and vehicle information. Transportation Research. Part C, Emerging Technologies, 2016, 73, 202–218. https://doi.org/10.1016/j.trc.2016.10.014 

Sehyun Tak, Soomin Woo, and Hwasoo Yeo*. Data-driven imputation method for traffic data in sectional units of road links. IEEE Transactions on Intelligent Transportation Systems: A Publication of the IEEE Intelligent Transportation Systems Council, 2016, 17(6), 1762–1771. https://doi.org/10.1109/tits.2016.2530312 

Journals in Preparation

Conference Proceedings

Yichan An, Joseph Chow, Soomin Woo, and Jinwoo Lee*, 2024. A Continuum Approximation Approach for Optimal Planning of Urban Public Charging Infrastructure for Electric Vehicles. Transportation Research Board 2024 Annual Meeting.

Yeonseo Park, Junyeong Jeong, and Soomin Woo*, 2024. Logistics System with Coordination of Electric Trucks and eVTOLs. The 2024 Korean Society of Automotive Engineers (KSAE) Fall Conference.

Jimin Lee, Soomin Woo, and Changjoo Moon*, 2024. Verification of 3D-CNN-Based Drowsiness Detection Model Operation in Embedded System Environment. The 2024 Korea Institute of Communications and Information Sciences Fall Conference.

Yichan An, Soomin Woo, and Jinwoo Lee*, 2024. Modeling CBD areas in the site selection problem of public electric vehicle charging stations. The 2024 Korea Institute of ITS Spring Conference.

Yichan An, Soomin Woo, Euiyoung Kim, and Jinwoo Lee*. (2023). 전기차 및 충전인프라 생태계 분석: 이해관계자 및 목표를 중심으로, 대한교통학회 및 한국국토도시계획학회

Hao Liu, Zhitong Huang, Steven E. Shladover,  and Soomin Woo. (2021). Energy and Mobility Impacts of a Feedback Variable Speed Advisory Algorithm on Traffic Streams of Connected Vehicles and Conventional Vehicles. Transportation Research Board 2021 Annual Meeting (No. TRBAM-21-00455).

Elpiniki Apostolaki-Iosifidou, Marco Pruckner, Soomin Woo, and Timothy E. Lipman*. (2020). Electric vehicle charge management for lowering costs and environmental impact. 2020 IEEE Conference on Technologies for Sustainability (SusTech), https://doi.org/10.1109/SusTech47890.2020.9150524 

Elpiniki Apostolaki-Iosifidou, Soomin Woo, and Timothy E. Lipman*. (2020). Challenges and Opportunities for Electric Vehicle Charging Detection using Utility Energy Consumption Data, Transportation Research Board 2019 Annual Meeting

Soomin Woo and Hwasoo Yeo*. (2017) GA-based Multi-Modal Rideshare Matching Solution with Public Transportation, Transportation Research Board 2017 Annual Meeting

Soomin Woo and Hwasoo Yeo*. (2016). Optimization of pavement inspection schedule with traffic demand prediction. Procedia, Social and Behavioral Sciences, 218, 95–103. https://doi.org/10.1016/j.sbspro.2016.04.013

Sehyun Tak, Soomin Woo, and Hwasoo Yeo*. (2015). Sampling-based collision warning system with smartphone in cloud computing environment. 2015 IEEE Intelligent Vehicles Symposium (IV), https://doi.org/10.1109/IVS.2015.7225843

Soomin Woo and Hwasoo Yeo*. (2015) Day-based Prediction of Origin-Destination Demand of Large Network, The Twenty-Eight KKHTCNN Symposium on Civil Engineering

Patents

 System and Methods for Efficient Parking and Charging of Electrified Vehicles

Apparatus and Method for Correcting Transportation Data

Copyrights

Pattern-matching based Origin-Destination Traffic Demand Prediction

Human Behavior-based Train Simulation Program

Software Licenses

Optimal Planning and Operation Software of an Electric Vehicle Charging Facility