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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 International Conference Hye-Won Lee, Seung-Ho Ham, Jeong-Woo Hong, Sol Ha, Myung-Il Roh, "Motion Analysis of a Heavy Load Suspended by a Floating Crane Using Constraint-based Wire Rope based on Discrete Variational Method", Proceedings of the 28th Asian-Pacific TEAM 2014 file 2014-10-15
317 International Conference Sol Ha, Seung-Ho Ham, Myung-Il Roh, "Dynamic Route Guidance for Evacuation, Escape and Rescue System at an Offshore Platform Considering Real-time Hazard Avoidance", Proceedings of the 28th Asian-Pacific TEAM 2014, Istanbul, Turkey file 2014-10-15
316 Domestic Conference 홍정우, 함승호, 이혜원, 노명일, 하솔, "크레인 붐의 유연성를 고려한 Subsea 장비의 인양 시뮬레이션", 2014년도 대한조선학회 추계학술발표회, 창원, pp. 958-962, 2014.11.06-07 file 2014-11-07
315 Domestic Conference 이규열, 하솔, 노명일, "해양 시추 안전 설계", 2014년도 대한조선학회 추계학술발표회, 창원, pp. 967-978, 2014.11.06-07 file 2014-11-07
314 Domestic Conference 하솔, 구남국, 노명일, 이규열, 함승호, 김기수, "선박 및 해양 플랜트의 설계 및 생산을 위한 다물체계 동역학 시뮬레이터 개발", 2014년도 대한조선학회 추계학술발표회, 창원, pp. 208-212, 2014.11.06-07 file 2014-11-07
313 International Conference Nam-Kug Ku, Ara Jo, Sol Ha, Myung-Il Roh, Kyu-Yeul Lee, "Automatic Generation of Equations of Motion for Multibody System in Discrete Event Simulation Framework", Proceedings of INSODE 2011, Istanbul, Turkey, pp. 55-64, 2011.09.02-04 file 2011-09-02
312 Domestic Conference 김주성, 함승호, 김기수, 이혜원, 노명일, 하솔, "해저 저질과 환경 하중을 고려한 침몰 선체 인양 시뮬레이션", 2015년도 한국CAD/CAM학회 동계학술발표회, 평창, pp. 292-299, 2015.02.04-06 file 2015-02-05
311 Domestic Conference 이성, 함승호, 조로만, 하솔, 노명일, "조선소 생산 작업 지원을 위한 VR 기반 협업 시뮬레이션에 관한 연구", 2015년도 한국CAD/CAM학회 동계학술발표회, 평창, pp. 282-286, 2015.02.04-06 file 2015-02-05
310 Domestic Conference 김성균, 김기수, 홍정우, 하솔, 노명일, "해양 플랜트 상부의 통합 배치 최적화 방법에 관한 연구", 2015년도 한국CAD/CAM학회 동계학술발표회, 평창, pp. 287-291, 2015.02.04-06 file 2015-02-05
309 International Conference Jeong-Woo Hong, Seung-Ho Ham, Luman Zhao, Xing Li, Sol Ha, Myung-Il Roh, "Offshore Installation of Subsea Equipment Considering Elasticity of the Crane Boom in Harsh Environment", Proceedings of ISOPE 2015, Hawaii, USA, 2014.06.21-26 file 2015-06-23
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