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Abstract This study proposes a model to calculate EEOI (Energy Efficiency Operational Indicator) using only public data without any actual operating data which are measured during ship operation. EEOI is usually calculated using the measured information, but since the information is not available except the ship operator, we propose a model using only public data. The public data is including AIS (Automatic Identification System) data and marine environment data. Since the public data mentioned above have a large capacity, it is difficult to estimate the energy efficiency by existing data processing method. Therefore, in this study, big data technology was studied and applied to utilize the large capacity of public data effectively. The proposed model was applied to the example ship to estimate the ship energy efficiency indicator, and the effectiveness of the model was evaluated by comparing the actual results.
Publication Date 2018-06-14

Sung-Woo Park, Myung-Il Roh, Min-Jae Oh, Seong-Hoon Kim, Won-Joon Lee, In-Il Kim, Chang-Yong Kim, "Estimation Model of Energy Efficiency Operational Indicator Using Public Data Based on Big Data Technology", Proceedings of ISOPE 2018, Sapporo, Japan, pp. 894-897, 2018.06.10-15


List of Articles
번호 분류 제목 Publication Date
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
» International Conference Sung-Woo Park, Myung-Il Roh, Min-Jae Oh, Seong-Hoon Kim, Won-Joon Lee, In-Il Kim, Chang-Yong Kim, "Estimation Model of Energy Efficiency Operational Indicator Using Public Data Based on Big Data Technology", Proceedings of ISOPE 2018, Sapporo, Japan file 2018-06-14
316 International Conference Ki-Su Kim, Myung-Il Roh, Seung-Min Lee, "Flooding Analysis Based on PBD (Position Based Dynamics) for Ships and Offshore Structures", Proceedings of ISOPE 2018, Sapporo, Japan, pp. 955-957, 2018.06.10-15 file 2018-06-14
315 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
314 International Conference Sung-Jun Lee, Myung-Il Roh, Hye-Won Lee, Jisang Ha, Il-Guk Woo, "Image-based Ship Detection and Classification for Unmanned Surface Vehicle Using Real-Time Object Detection Neural Networks", Proceedings of ISOPE 2018, Sapporo, Japan, 2018.06.10-15 file 2018-06-13
313 International Conference Hye-Won Lee, Myung-Il Roh, Seung-Ho Ham, "Ship Mooring Design Based on Flexible Multibody Dynamics", Proceedings of the 13th IMDC, Helsinki, Finland, pp. 563-566, 2018.06.10-14 file 2018-06-11
312 International Conference Sang-Hyun Lee, Myung-Il Roh, Seung-Min Lee, Ki-Su Kim, "Optimization Method for the Arrangement of LNG FPSO Considering Stability, Safety, Operability, and Maintainability", Proceedings of IMDC 2018, Helsinki, Finland, 2018.06.10-14 file 2018-06-11
311 International Conference Seung-Ho Ham, Myung-Il Roh, Hye-Won Lee, "Lifting Design for Ships and Offshore Structures Using Non-interpenetration Constraints and Flexible Multibody System Dynamics", Proceedings of ISOPE 2018, Sapporo, Japan, pp. 910-913, 2018.06.10-15 file 2018-06-11
310 Domestic Conference 이혜원, 노명일, 함승호, "해저면과의 접촉을 고려한 다물체 동역학 기반의 계류 해석 연구", 2018년도 해양플랜트설계연구회 하계연구발표회, 서울, 2018.05.31-06.01 file 2018-05-31
309 Domestic Conference 함승호, 노명일, 이혜원, “역학 기반 시뮬레이션을 위한 통합 시뮬레이션 방법 및 조선해양에의 적용”, 2018년도 해양플랜트설계연구회 하계연구발표회, 서울, 2018.05.31-06.01 file 2018-05-31
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