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최적화 기법을 이용한 LNG FPSO 액화 공정 장비의 다층 배치

Multi-floor Layout for the Liquefaction Process Systems of LNG FPSO Using the Optimization Technique

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참고문헌

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주제분류조선공학

초록

A layout of an LNG FPSO should be elaborately determined as compared with that of an onshore plant because many topside process systems are installed on the limited area; the deck of the LNG FPSO. Especially, the layout should be made as multi-deck, not single-deck and have a minimum area. In this study, a multi-floor layout for the liquefaction process, the dual mixed refrigerant(DMR)cycle, of LNG FPSO was determined by using the optimization technique. For this, an optimization problem for the multi-floor layout was mathematically formulated. The problem consists of 589 design variables representing the positions of topside process systems, 125equality constraints and 2,315 inequality constraints representing limitations on the layout of them, and an objective function representing the total layout cost. To solve the problem, a hybrid optimization method that consists of the genetic algorithm(GA) and sequential quadratic programming(SQP) was used in this study. As a result, we can obtain a multi-floor layout for the liquefaction process of the LNG FPSO which satisfies all constraints related to limitations on the layout.

Abstract

A layout of an LNG FPSO should be elaborately determined as compared with that of an onshore plant because many topside process systems are installed on the limited area; the deck of the LNG FPSO. Especially, the layout should be made as multi-deck, not single-deck and have a minimum area. In this study, a multi-floor layout for the liquefaction process, the dual mixed refrigerant(DMR)cycle, of LNG FPSO was determined by using the optimization technique. For this, an optimization problem for the multi-floor layout was mathematically formulated. The problem consists of 589 design variables representing the positions of topside process systems, 125equality constraints and 2,315 inequality constraints representing limitations on the layout of them, and an objective function representing the total layout cost. To solve the problem, a hybrid optimization method that consists of the genetic algorithm(GA) and sequential quadratic programming(SQP) was used in this study. As a result, we can obtain a multi-floor layout for the liquefaction process of the LNG FPSO which satisfies all constraints related to limitations on the layout.

참고문헌 (15)

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  2. 노명일, "LNG-FPSO에의 적용을 위한 Hamworthy Mark I Cycle의 최적 운전 조건 결정", 대한조선학회 논문집, 47(5), pp.733~742 (2010), 대한조선학회
  3. Georgiadis, M.C., "A General Mathematical Programming Approach for Process Plant Layout", Computers and Chemical Engineering, 23, pp.823~840 (1999)
  4. 황지현, "통합 프로세스 엔지니어링을 위한 해양 프로세스 기본 설계 방법론", 대한조선학회 논문집, 47(2), pp.265~277 (2010), 대한조선학회
  5. Lee, K.Y., "An Efficient Global-Local Hybrid Optimization Method Using Design Sensitivity Analysis", International Journal of Vehicle Design, 28(4), pp.300~317 (2002)
  6. Li, Q.Y., "Design and Analysis of Liquefaction Process for Offshore Associated Gas Resources", Applied Thermal Engineering, 30, pp.2518~2525 (2010)
  7. Lee, J.Y., "Comparison of a Ship LNG Liquefaction Plant and a Large Size LNG Liquefaction Plant", Proceedings of the Annual Spring Meeting, The Society of Naval Architects of Korea (2010)
  8. Lee, J., "Mixed Integer Nonlinear Programming" (2012), Springer
  9. 이준채, "LNG FPSO Topside의 액화 공정에 대한 이중 혼합 냉매 사이클의 최적 운전 조건 결정", 대한조선학회 논문집, 49(1), pp.33~44 (2012), 대한조선학회
  10. Mecklenburgh, J. C., "Process Plant Layout" (1985), George Godwin
  11. Penteado, F.D., "An MINLP Approach for Safe Process Plant Layout", Industrial & Engineering Chemistry Research, 35, pp.1354~1361 (1996)
  12. Patsiatzis, D.I., "Optimal Multi-floor Process Plant Layout", Computer and Chemical Engineering, 26, pp.575~583 (2002)
  13. Kyungtae Park, "Optimal multi-floor plant layout with consideration of safety distance based on mathematical programming and modified consequence analysis", The Korean Journal of Chemical Engineering, 28(4), pp.1009~1018 (2011), 한국화학공학회
  14. Shukri, T., "LNG Technology Selection", Hydrocarbon Engineering, 9(2), pp.71~74 (2004)
  15. Venkatarathnam, G., "Cryogenic Mixed Refrigerant Processes" (2008), Springer

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