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Abstract Ensuring the safe and efficient operation of ships requires a reliable performance evaluation. However, conducting such evaluations through field tests is often impractical due to high costs, time constraints, and environmental limitations. To address these challenges, SILS (Software-in-the-Loop Simulation) has emerged as an effective alternative. SILS is a simulation-based testing approach in which a system’s software components are evaluated within a virtual environment that replicates real-world conditions. It enables repeatable, cost-effective, and early-stage validation of system performance. This study proposes a method for ship modeling in a virtual environment for SILS-based collision avoidance simulation. To enhance the realism of the simulation, essential hardware characteristics of a ship—such as engine time delay and dynamic response—were incorporated into a virtual ship model, as they are critical for accurately representing the real-world behavior of the propulsion system. Furthermore, the hydrodynamic behavior of a ship was modeled using the equations of motion for a surface ship. By integrating both hardware and hydrodynamic dynamics, the modeling method of a virtual ship accurately reflects the actual performance of ship propulsion systems under realistic operating conditions. A virtual ship model generated from the proposed method was implemented within a SILS framework and applied to a range of collision avoidance scenarios involving various encounter conditions. Simulation results showed that the proposed method effectively replicated the dynamic responses of an actual ship and was capable of performing appropriate collision avoidance maneuvers. It could enable reliable and efficient evaluation of collision avoidance systems within a controlled and repeatable virtual environment. Moreover, it will be significantly able to reduce reliance on costly and limited field testing while maintaining a high level of realism and flexibility across a wide range of simulation scenarios.
Publication Date 2025-12-11
Ha-Yun Kim, Myung-Il Roh, Do-Hyeok Ahn, Min-Chul Kong, In-Chang Yeo, Seong-Won Choi, "A Method for Ship Modeling in a Virtual Environment for SILS-Based Collision Avoidance Simulation", Proceedings of the 11th PAAMES (Pan Asian Association of Maritime Engineering Societies) and AMEC (Advanced Maritime Engineering Conference) 2025, Singapore, 2025.12.10-12

List of Articles
번호 분류 제목 Publication Date
154 International Conference Do-Hyeok Ahn, Myung-Il Roh, In-Chang Yeo, Hye-Won Lee, Seung-Ho Ham, "A Control Method Based on Safe Reinforcement Learning for Cranes in Shipyards", Proceedings of OMAE 2026, Tokyo, Japan, 2026.06.07-12 file 2026-06-10
153 International Conference Dong-Woo Kim, Myung-Il Roh et al., "A Method for Improving Sloshing Assessment in Membrane-Type Cargo Tanks Considering Strucutral Nonlinearity", Proceedings of OMAE 2025, Vancouver, Canada, 2025.06.22-27 file 2025-06-23
» International Conference Ha-Yun Kim, Myung-Il Roh, Do-Hyeok Ahn, Min-Chul Kong, In-Chang Yeo, Seong-Won Choi, "A Method for Ship Modeling in a Virtual Environment for SILS-Based Collision Avoidance Simulation", Proceedings of 11th PAAMES and AMEC, Singapore, 2025.12.10-12 file 2025-12-11
151 International Conference In-Chang Yeo, Myung-Il Roh, Jin-Hyeok Kim, In-Su Han, Dong-Woo Kim,"A Method for Optimizing Pump Tower Design in LNG Tanks Considering Structural Safety", Proceedings of PRADS 2025, Ann Arbor, USA, 2025.10.19-23 file 2025-10-23
150 International Conference In-Su Han, Myung-Il Roh, Min-Chul Kong, "A Generative AI-based Q&A System for Design Regulations", Proceedings of PRADS 2025, Ann Arbor, USA, 2025.10.19-23 file 2025-10-20
149 International Conference Seong-Won Choi, Myung-Il Roh, In-Chang Yeo, "A Method for Collision Avoidance of an Autonomous Ship in Dynamic Environments", Proceedings of ISOPE 2025, Goyang, Korea, 2025.06.01-06 file 2025-06-05
148 International Conference Do-Hyeok Ahn, Myung-Il Roh, In-Chang Yeo, Do-Hyun Chun, "A Method for Automatic Control of the Block Lifting by an Offshore Floating Crane Based on Deep Reinforcement Learning", Proceedings of ISOPE 2025, Goyang, Korea, 2025.06.01-06 file 2025-06-02
147 International Conference Yun-Sik Kim, Myung-Il Roh, Ha-Yun Kim, In-Chang Yeo, Nam-Sun Son, "A Method for Robust Tracking and Fusion of Maritime Obstacles Using Multiple Sensor Data", Proceedings of ISOPE 2025, Goyang, Korea, 2025.06.01-06 file 2025-06-03
146 International Conference Min-Chul Kong, Myung-Il Roh, In-Su Han, Seong-Won Choi, Mijin Kim, Jeoungyoun Kim, Inseok Lee, "A Method for Ship Piping Design Using Past Data and Expert Knowledge", Proceedings of OMAE 2025, Vancouver, Canada, 2025.06.22-27 file 2025-06-25
145 International Conference Min-Chul Kong, Myung-Il Roh, In-Su Han, Mijin Kim, Jeoungyoun Kim, "A Method for Pipe Auto-routing Using Graph and Octree Structure", Proceedings of G-NAOE 2024, Southampton, UK, 2024.11.05-09 file 2024-11-05
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