Career
2007.03~2013.02, B.S., Department of Naval Architecture and Ocean Engineering, Ulsan University, Korea
2013.03~2015.02, M.Sc., Department of Naval Architecture and Ocean Engineering, Seoul National University, Korea
2015.03~2019.08, Ph.D. Candidate., Department of Naval Architecture and Ocean Engineering, Seoul National University, Korea
2019.09~2021.08, Post Doctor, Research Institute of Marine Systems Engineering, Seoul National University, Korea
2021.09~2022.02, Research Assistant Professor, Research Institute of Marine Systems Engineering, Seoul National University, Korea
2022.03~Now, Assistant Professor, School of Naval Architecture and Ocean Engineering, University of Ulsan, Korea
Research Area
1. Optimization of Arrangement Design of Offshore Platforms and Ships
Application: 3D arrangement design for submarine
3D arrangement design for offshore platforms
Lug arrangement design for block lifting
Arrangement design for naval surface ship
2. Expert System for Optimization
Applications: Expert system for arrangement design of submarines
Expert system for arrangement design of offshore platforms
Expert system for pipe routing design of ships
3. Statistical & Optimization Method for Weight Estimation of Ship and Offshore Platform Topsides
Application: Topside weight estimation for FPSO
4. Flooding Analysis with Mesh-Free Particle Methods (Mainly Position-Based Dynamics)
Applications: Survivability estimation for naval surface ship
Flooding analysis for cargo ship
5. Optimal Route Planning for Ship using Various Algorithms Including A*, Dijkstra, and GA
Applications: Optimal routing for container ship
Optimal routing for Arctic ocean
Optimal routing for small-sized ships in the coastal region
6. Economical & Smart Ship Technology
Applications: Prediction model for ocean environmental data using Conv.LSTM
Prediction model for fuel consumption of ships using DFN variations
Detection model of object and text in safety plans for ships
Prediction model for hull form performance using CFD images
Publication
* International Journal
18. Min-Chul Kong, Myung-Il Roh, Ki-Su Kim, Jeongyoul Lee, Jongoh Kim, Gapheon Lee, “Object Detection Method for Ship Safety Plans Using Deep Learning”, Ocean Engineering, Vol. 246, pp. 110587.1-15, 2022.02.15
17. Ki-Su Kim, Myung-Il Roh, Seung-Min Lee, “Quasi-static Flooding Analysis Method of a Damaged Ship Considering Oil Spill and Cargo Load”, Journal of Ship Production and Design, 2021.12.10, Accepted for Publication
16. June-Beom Lee, Myung-Il Roh, Ki-Su Kim, “Prediction of Ship Power Based on Variation in Deep Feed-forward Neural Network”, International Journal of Naval Architecture and Ocean Engineering, Vol. 13, pp.641-649, 2021.08.12
15. Hye-Won Lee, Myung-Il Roh, Ki-Su Kim, “Ship Route Planning in Arctic Ocean based on POLARIS”, Ocean Engineering, Vol. 234, pp. 109297.1-14, 2021.08.15
14. Seung-Min Lee, Jong-Hyeok Lee, Myung-Il Roh, Ki-Su Kim, Seung-Ho Ham, Hye-Won Lee, “An Optimization Model of Tugboat Operation for Transporting a Large Surface Vessel”, Journal of Marine Science and Engineering, Vol.8, No.2, pp.654-675, 2021.02.19
13. Ki-Su Kim, Myung-Il Roh, Dynamic Flooding Analysis Method for Intermediate Flooding Process of a Ship, Ocean Engineering, Vol.218, No.10, pp.1-18. 2020.12.15
12. Ki-Su Kim, June-Beom Lee, Myung-Il Roh, Ki-Min Han, Gap-Heon Lee, “Prediction of Ocean Weather Based on Denoising AutoEncoder and Convolutional LSTM”, Journal of Marine Science and Engineering, Vol.8, No.10, pp.805:1-24., 2020.10.14
11. Ki-Su Kim, Myung-Il Roh, “ISO 15016:2015-based Method for Estimating the Fuel Oil Consumption of a Ship”, Journal of Marine Science and Engineering, Vol. 8, No. 10, pp. 791:1-18, 2020.10.12
10. Sang-Hyun Lee, Myung-Il Roh, Min-Jae Oh, Ki-Su Kim, “Optimal Layout Design of an LNG FPSO: A Case Study”, Journal of Offshore Mechanics and Arctic Engineering, Vol. 142, No. 041403, pp. 1-17, 2020.08.01
9. Sun-Kyung Jung, Myung-Il Roh, Ki-Su Kim, “Arrangement Method of a Naval Surface Ship Considering Stability, Operability, and Survivability”, Ocean Engineering, Vol. 152, pp. 316-333, 2018.02.23
8. Sung-Min Lee, Myung-Il Roh, Ki-Su Kim, Hoe-Ryong Jung, Jong-Jin Park, “Method for a Simultaneous Determination of the Path and the Speed for Ship Route Planning Problems”, Ocean Engineering, Vol. 157, pp. 301-312, 2018.06.01
7. Ki-Su Kim, Myung-Il Roh, Sung-Min Lee, Han-Sung Kim, Hyunsik Ahn, “Weight-estimation Method of FPSO Topsides Considering the Work Breakdown Structure”, Journal of Offshore Mechanics and Arctic Engineering, Vol. 140, No. 1, pp. 1-10, 2018.02.01
6. Sung-Min Lee, Myung-Il Roh, Ki-Su Kim, Seung-Ho Ham, “Optimum Design of Lug Arrangement Based on Static and Dynamic Analyses for Block Lifting”, Journal of Ship Production and Design, Vol. 34, No. 2, pp. 119-133, 2018.05.01
5. Seong-Hoon Kim, Myung-Il Roh, Ki-Su Kim, Min-Jae Oh, “Big Data Platform Based on Hadoop and Application to Weight Estimation of FPSO Topside”, Journal of Advanced Research in Ocean Engineering, Vol. 3, No. 1, pp. 32-40, 2017.03.01
4. Sung-Kyoon Kim, Myung-Il Roh, Ki-Su Kim, “Arrangement Method of Offshore Topside Based on an Expert System and Optimization Technique”, Journal of Offshore Mechanics and Arctic Engineering, Vol. 139, No. 2, pp. 1-19, 2017.04.01
3. Sung-Kyoon Kim, Myung-Il Roh, Ki-Su Kim, “Evaluation of Feasibility Index in the Arrangement Design of an Offshore Topside based on the Automatic Transformation of Experts’ Knowledge and the Fuzzy Logic”, Ocean Engineering, Vol. 130, pp. 284-299, 2017.01.15
2. Ki-Su Kim, Myung-Il Roh, “A Submarine Arrangement Design Program Based on the Expert System and the Multistage Optimization”, Advances In Engineering Software, Vol. 98, No. 97-111, 2016.08.01
1. Ki-Su Kim, Myung-Il Roh, Sol Ha, “Expert System Based on the Arrangement Evaluation Model for the Arrangement Design of a Submarine”, Expert Systems with Applications, Vol. 42, No. 22, pp. 8731-8744, 2015.12.01