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Abstract The material analysis of an offshore structure is generally conducted in the contract design phase for the price quotation of a new offshore project. This analysis is conducted manually by an engineer, which is time-consuming and can lead to inaccurate results, because the data size from previous projects is too large, and there are so many materials to consider. In this study, the piping materials in an offshore structure are analyzed for contract design using a big data framework. The big data technologies used include HDFS (Hadoop Distributed File System) for data saving, Hive and HBase for the database to handle the saved data, Spark and Kylin for data processing, and Zeppelin for user interface and visualization. The analyzed results show that the proposed big data framework can reduce the efforts put toward contract design in the estimation of the piping material cost.
Publication Date 2019-01-01
Role Corresponding Author
Category Scopus

Min-Jae Oh, Myung-Il Roh, Sung-Woo Park, Do-Hyun Chun, Se-Hyun Myung, "Big Data-based Piping Material Analysis Framework in Offshore Structure for Contract Design", Ocean Systems Engineering, Vol. 9, No. 1, pp. 79-95, 2019.01.01


List of Articles
번호 분류 제목 Publication Date
61 Domestic Journal 구남국, 하솔, 노명일, "적응 제어 기반 Portable 용접 로봇 시뮬레이터 개발", 대한조선학회 논문집, 49권, 5호, pp. 400-409, 2012.10. file 2012-10-01
60 International Journal Sol Ha, Nam-Kug Ku, Myung-Il Roh, Kyu-Yeul Lee, "Cell-Based Evacuation Simulation Considering Human Behavior in a Passenger Ship", Ocean Engineering, Vol. 53, pp. 138-152, 2012.10.01 file 2012-10-01
59 Domestic Journal 구남국, 노명일, 이규열, "부유식 해상 풍력 발전기의 Tower Top 및 Rotor Shaft에 작용하는 동적 하중 계산", 한국전산구조공학회 논문집, Vol. 25, No. 5, pp. 455-463, 2012.10.01 file 2012-10-01
58 Domestic Journal 구남국, 노명일, 차주환, "최적 러그 배치를 위한 골리앗 크레인의 와이어 로프와 선체 블록간의 동적 접촉력 계산", 한국전산구조공학회 논문집, Vol. 25, No. 5, pp. 375-380, 2012.10.01 file 2012-10-01
57 International Journal Sol Ha, Ju-Hwan Cha, Myung-Il Roh, Kyu-Yeul Lee, "Implementation of the Submarine Diving Simulation in a Distributed Environment", International Journal of Naval Architecture and Ocean Engineering, Vol. 4, No. 3, pp. 211-227, 2012.09.01 file 2012-09-01
56 Domestic Journal 차주환, 구남국, 노명일, 이규열, "병렬 연결된 해상 크레인을 이용한 대형 중량물 인양 작업의 동적 거동 계산 시뮬레이션", 대한기계학회 논문집 A, Vol. 36, No. 6, pp. 681-689, 2012.06.01 file 2012-06-01
55 Domestic Journal 노명일, "해상 정보 취득과 연료 소모량 추정을 기반으로 한 선박 경제 운항 경로 결정 방법", 한국CAD/CAM학회 논문집, Vol. 17, No. 2, pp. 71-78, 2012.04.01 file 2012-04-01
54 Domestic Journal 차주환, 구남국, 노명일, 이규열, "Wire Rope Dynamics 기반의 조선용 탑재 크레인 동역학 시뮬레이션", 한국전산구조공학회 논문집, Vol. 25, No. 2, pp. 119-127, 2012.04.01 file 2012-04-01
53 International Journal Ji-Hyun Hwang, Myung-Il Roh, Kyu-Yeul Lee, "Integrated Engineering Environment for the Process FEED of Offshore Oil and Gas Production Plants", Ocean Systems Engineering, Vol. 2, No. 1, pp. 49-68, 2012.03.01 file 2012-03-01
52 Domestic Journal 차주환, 구남국, 노명일, 조두연, 이규열, "조선 공정 계획을 위한 시뮬레이션 모델의 모듈화 및 시나리오 처리 방법론", 한국CAD/CAM학회 논문집, Vol. 17, No. 1, pp. 17-25, 2012.02.01 file 2012-02-01
51 Domestic Journal 이준채, 차주환, 노명일, 황지현, 이규열, "LNG FPSO Topside의 액화 공정에 대한이중 혼합 냉매 사이클의 최적 운전 조건 결정", 대한조선학회 논문집, Vol. 49, No. 1, pp. 33-44, 2012.02.01 file 2012-02-01
50 Domestic Journal 구남국, 이준채, 황지현, 노명일, 이규열, "최적화 기법을 이용한 LNG FPSO 액화 공정 장비의 다층 배치", 대한조선학회 논문집, Vol. 49, No. 1, pp. 68-78, 2012.02.01 file 2012-02-01
49 Domestic Journal 송에스더, 노명일, "인클루시브 디자인 개념을 이용한 Emerald Princess호의 편의 지향 설계", 한국실내디자인학회 논문집, Vol. 21, No. 1, pp. 269-279, 2012.02.01 file 2012-02-01
48 International Journal 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", Procedia Technology, Vol. 1, No. 1, pp. 55-64, 2012.02.01 file 2012-02-01
47 International Journal Myung-Il Roh, Ju-Hwan Cha, "A Block Transportation Scheduling System Considering a Minimization of Travel Distance without Loading of and Interference between Multiple Transporters", International Journal of Production Research, Vol. 49, No. 11, pp. 3231-3250, 2011.06.01 file 2011-06-01
46 Domestic Journal 이주성, 장경식, 노명일, "등기하 해석법을 이용한 구조 해석", 한국전산구조공학회 논문집, Vol. 24, No. 1, pp. 55-60, 2011.06.01 file 2011-06-01
45 Domestic Journal 노명일, 임병석, '유전 알고리즘을 기반으로 한 조선소 블록 적치장의 재배치 최소화", 한국CAD/CAM학회 논문집, Vol. 16, No. 3, pp. 207-215, 2011.06.01 file 2011-06-01
44 International Journal Ju-Hwan Cha, Seung-Ho Ham, Kyu-Yeul Lee, Myung-Il Roh, "Application of a Topological Modelling Approach of Multi-body System Dynamics to Simulation of Multi-floating Cranes in Shipyards", Journal of Multi-body Dynamics, Vol. 224, No. 4, pp. 365-373, 2010.12.01 file 2010-12-01
43 International Journal Ju-Hwan Cha, Myung-Il Roh, Kyu-Yeul Lee, "Integrated Simulation Framework for the Process Planning of Ships and Offshore Structures", Robotics and Computer-Integrated Manufacturing Journal, Vol, 26, No. 5, pp. 430-453, 2010.10.01 file 2010-10-01
42 International Journal Ju-Hwan Cha, Myung-Il Roh, Kyu-Yeul Lee, "Dynamic Response Simulation of a Heavy Cargo Suspended by a Floating Crane Based on Multibody System Dynamics", Ocean Engineering, Vol. 37, No. 14-15, pp. 1273-1291, 2010.10.01 file 2010-10-01
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