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노명일 교수

Myung Il Roh

서울대학교 · 공학

연구실 소개

노명일 교수의 연구실은 해양 운송의 경제성과 안전성을 동시에 향상시키기 위한 지능형 해양운항 기술을 핵심으로 연구를 진행하고 있습니다. 연료 소비 최적화를 위한 실시간 해상 상태 예측과 선박 연료 소비량 예측 모델 개발, 특히 딥러닝 기반 선박 추진력 예측 기술을 통해 경제적이고 환경친화적인 항로 설계를 구현하고자 합니다. 또한, 충돌 위험 평가 및 해양환경 예측 모델링을 통해 선박의 안전성과 운영 효율성을 종합적으로 제고하는 연구를 수행하고 있습니다.

항로 최적화연료 소비 예측딥러닝해양 환경 예측충돌 위험 평가

연구 현황

논문 수
303
총 인용 수
3,456
최근 5년 논문
41
주요 분야
공학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
41총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
282총합
20222023202420252026

주요 논문

15
1
논문|인용수 218·2019
COLREGs-compliant multiship collision avoidance based on deep reinforcement learning
Luman Zhao, Myung-Il Roh
SJR Q1FWCI 11.0Ocean Engineering
Automotive EngineeringEngineering
2
논문|인용수 162·2021
Deep reinforcement learning-based collision avoidance for an autonomous ship
Do-Hyun Chun, Myung-Il Roh, Hye-Won Lee, Jisang Ha, Dong Yu
SJR Q1FWCI 20.1Ocean Engineering
Ocean EngineeringEngineering
3
논문|인용수 134·2012
Determination of the optimal operating conditions of the dual mixed refrigerant cycle for the LNG FPSO topside liquefaction process
Ji-Hyun Hwang, Myung-Il Roh, Kyu-Yeul Lee
SJR Q1FWCI 175.2Computers & Chemical Engineering
Aerospace EngineeringEngineering
4
논문|인용수 104·2018
Method for a simultaneous determination of the path and the speed for ship route planning problems
Sungmin Lee, Myung-Il Roh, Ki-Su Kim, Hoeryong Jung, Jong Jin Park
SJR Q1FWCI 8.2Ocean Engineering
Ocean EngineeringEngineering
5
논문|인용수 102·2010
Dynamic response simulation of a heavy cargo suspended by a floating crane based on multibody system dynamics
Ju-Hwan Cha, Myung-Il Roh, Kyu-Yeul Lee
SJR Q1FWCI 3.6Ocean Engineering
Control and Systems EngineeringEngineering
6
논문|인용수 67·2013
Determination of an economical shipping route considering the effects of sea state for lower fuel consumption
Myung-Il Roh
SJR Q1FWCI 1.9International Journal of Naval Architecture and Ocean EngineeringOA

With increases in international oil prices, the proportion of fuel cost to the operational costs of a ship is currently increasing. To reduce fuel cost, a method for determining an economical route for a ship based on the acquisition of the sea state and the estimation of fuel consumption is proposed. The proposed method consists of three items. The first item is to acquire the sea state information in real time. The second item is to estimate the fuel consumption of a ship according to the sea

Environmental EngineeringEnvironmental Science
7
논문|인용수 66·2021
Ship route planning in Arctic Ocean based on POLARIS
Hye-Won Lee, Myung-Il Roh, Ki-Su Kim
SJR Q1FWCI 7.1Ocean Engineering
Ocean EngineeringEngineering
8
논문|인용수 61·2020
Estimation of ship operational efficiency from AIS data using big data technology
Seong-Hoon Kim, Myung-Il Roh, Minjae Oh, Sungwoo Park, In-Il Kim
SJR Q1FWCI 3.2International Journal of Naval Architecture and Ocean EngineeringOA

To prevent pollution from ships, the Energy Efficiency Design Index (EEDI) is a mandatory guideline for all new ships. The Ship Energy Efficiency Management Plan (SEEMP) has also been applied by MARPOL to all existing ships. SEEMP provides the Energy Efficiency Operational Indicator (EEOI) for monitoring the operational efficiency of a ship. By monitoring the EEOI, the shipowner or operator can establish strategic plans, such as routing, hull cleaning, decommissioning, new building, etc. The key

Environmental EngineeringEnvironmental Science
9
book|인용수 60·2017
Computational Ship Design
Myung-Il Roh, Kyu-Yeul Lee
FWCI 4.7
Ocean EngineeringEngineering
10
논문|인용수 59·2020
Prediction of Ocean Weather Based on Denoising AutoEncoder and Convolutional LSTM
Ki-Su Kim, June-Beom Lee, Myung-Il Roh, Ki-Min Han, Gap-Heon Lee
SJR Q2FWCI 6.7Journal of Marine Science and EngineeringOA

The path planning of a ship requires much information, and one of the essential factors is predicting the ocean environment. Ocean weather can generally be gathered from forecasting information provided by weather centers. However, these data are difficult to obtain when satellite communication is unstable during voyages, or there are cases where forecast data for a more extended period of time are needed for the operation of the fleet. Therefore, shipping companies and classification societies

Ocean EngineeringEngineering
11
논문|인용수 57·2015
Multibody dynamic analysis of a heavy load suspended by a floating crane with constraint-based wire rope
Seung-Ho Ham, Myung-Il Roh, Hye-Won Lee, Sol Ha
SJR Q1FWCI 6.5Ocean Engineering
Control and Systems EngineeringEngineering
12
논문|인용수 54·2012
Cell-based evacuation simulation considering human behavior in a passenger ship
Sol Ha, Namkug Ku, Myung-Il Roh, Kyu-Yeul Lee
SJR Q1FWCI 4.3Ocean Engineering
Ocean EngineeringEngineering
13
논문|인용수 51·2018
Review of the multibody dynamics in the applications of ships and offshore structures
Hye-Won Lee, Myung-Il Roh
SJR Q1FWCI 3.1Ocean Engineering
Computational MechanicsEngineering
14
논문|인용수 43·2021
Prediction of ship power based on variation in deep feed-forward neural network
June-Beom Lee, Myung-Il Roh, Ki-Su Kim
SJR Q1FWCI 2.4International Journal of Naval Architecture and Ocean EngineeringOA

Fuel oil consumption (FOC) must be minimized to determine the economic route of a ship; hence, the ship power must be predicted prior to route planning. For this purpose, a numerical method using test results of a model has been widely used. However, predicting ship power using this method is challenging owing to the uncertainty of the model test. An onboard test should be conducted to solve this problem; however, it requires considerable resources and time. Therefore, in this study, a deep feed

Environmental EngineeringEnvironmental Science
15
논문|인용수 39·2015
Dynamic simulation of the wireline riser tensioner system for a mobile offshore drilling unit based on multibody system dynamics
Hye-Won Lee, Myung-Il Roh, Seung-Ho Ham, Sol Ha
SJR Q1FWCI 2.3Ocean Engineering
Computational MechanicsEngineering

대표 연구 분야

Ocean EngineeringIndustrial and Manufacturing EngineeringAerospace EngineeringCivil and Structural EngineeringControl and Systems EngineeringComputational Mechanics

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