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Abstract Shipping companies have their policies to operate ships. The operation records are not disclosed to the others, because those are directly related to the efficiency of shipping and costs. It is necessary to analyze the operation patterns of other ship owners to reduce operating costs. It is also required to compare the performance of ships that are currently in operation to build new ships or purchase used ones. In this study, the operational characteristics are obtained by analyzing the Automatic Identification System (AIS) data on container ships. The operational characteristics per owners are compared, and the analysis of the characteristics of the container ships for each shipyard is carried out. As the AIS data is saved in every few seconds, the amount of the data is so large. Therefore, the big data technology is used for the analysis. As a result, it could be possible to estimate the operational characteristics of shipping companies. Also, the performance of each ship could be compared. The analytical techniques in this study can be used for more efficient operation analysis and can be applied to the development of technologies to improve the performance of ships.
Publication Date 2018-11-01

Min-Jae Oh, Myung-Il Roh, Sung-Woo Park, Do-Hyun Chun, Jeong-Youl Lee, Myeong-Jo Son, "Operational Analysis of Container Ships Using AIS Data", Proceedings of ACDDE 2018, Okinawa, Japan, 2018.11.1-3


List of Articles
번호 분류 제목 Publication Date
326 Domestic Conference 박성우, 노명일, 오민재, "빅데이터 기반 선박 및 해양 구조물의 데이터 마이닝 방법", 2018년도 대한조선학회 추계학술발표회, 창원, pp. 211-212, 2018.11.8-9 file 2018-11-08
325 Domestic Conference 이혜원, 노명일, 김기수, 강국진, 정성엽, "극지 운항 선박을 위한 항로 계획 방법 연구", 2018년도 항해항만학회 추계학술발표회, 경주, pp. 181-182, 2018.11.8-9 file 2018-11-08
» International Conference Min-Jae Oh, Myung-Il Roh, Sung-Woo Park, Do-Hyun Chun, Jeong-Youl Lee, Myeong-Jo Son, "Operational Analysis of Container Ships Using AIS Data", Proceedings of ACDDE 2018, Okinawa, Japan, 2018.11.1-3 file 2018-11-01
323 International Conference Seung-Ho Ham, Myung-Il Roh, Jong-Hyuk Lee, Sung-Jun Lee, "Multi-purpose Simulator for Ships and Offshore Structure", Proceedings of ACDDE 2018, Okinawa, Japan, 2018.11.1-3 file 2018-11-01
322 Domestic Conference 함승호, 노명일, 이종혁, 이성준, "해석-가시화-하드웨어의 실시간 연동을 기반으로 한 조선 해양 시뮬레이터 개발", 2018년도 대한조선학회 추계학술발표회, 창원, pp. 252, 2018.11.8-9 file 2018-11-08
321 Domestic Conference 전도현, 노명일, 함승호, 이혜원, "안전한 블록 탑재를 위한 와이어 로프의 초기 장력 탐색 및 강화 학습 기반 제어", 2018년도 조선해양생산연구회 추계학술발표회, 울산, 2018.06.14 file 2018-06-14
320 International Conference Min-Jae Oh, Myung-Il Roh, Sung-Woo Park, Do-Hyun Chun, In-Il Kim, Chang-Yong Kim, Won-Joon Lee, "Estimation of Ship Energy Efficiency from Big Data Analysis", Proceedings of the 32nd Asian-Pacific TEAM 2018, Wuhan, China, pp. 262-264, 2018.10.15-18 file 2018-10-17
319 International Conference Seung-Ho Ham, Myung-Il Roh, Hye-Won Lee, "Integrated Simulation Methods Based on Multibody Dynamics in Ships and Offshore Structures", Proceedings of the 32nd Asian-Pacific TEAM 2018, Wuhan, China, pp. 592-596, 2018.10.15-18 file 2018-10-17
318 Domestic Conference 이주필, 노명일, 이혜원, 함승호, "와이어 래핑 방법을 사용한 침몰 선박의 인양 시뮬레이션", 2018년도 해양환경안전학회 춘계학술발표회, 인천, pp. 147, 2018.06.21-22 file 2018-06-22
317 Domestic Conference 이성준, 노명일, 김신형, "딥러닝을 이용한 이미지 기반 해양 장애물 탐지 및 분류", 2018년도 해양플랜트설계연구회 하계연구발표회, 서울, 2018.05.31-06.01 file 2018-05-31
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