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Integrated method for layout design of LNG FPSO based on optimization technique and expert system : 최적화 기법과 전문가 시스템 기반 LNG FPSO의 통합 배치 설계 방법

DC Field Value Language
dc.contributor.advisor노명일-
dc.contributor.author이상현-
dc.date.accessioned2018-05-29T03:38:54Z-
dc.date.available2018-05-29T03:38:54Z-
dc.date.issued2018-02-
dc.identifier.other000000150642-
dc.identifier.urihttps://hdl.handle.net/10371/141614-
dc.description학위논문 (석사)-- 서울대학교 대학원 : 공과대학 협동과정 해양플랜트엔지니어링전공, 2018. 2. 노명일.-
dc.description.abstractThe LNG FPSO is a large structure on the sea with facilities for gas and oil production, and it can be divided into hull and topside. Such facilities are grouped into several units called modules and distributed on the topside. Also, many kinds of storage tanks are arranged in the hull. The design for the offshore platform is an elaborate and difficult task because it requires many considerations such as international codes and standards, owners requirements, operation and maintenance philosophy, and so on. At the beginning of the design, it depends heavily on designer's experience and reference projects.
In this study, the integrated design framework for LNG FPSO is proposed to obtain the optimal hull sizing, tank arrangement in the hull, module layout in the topside, and equipment layout in the topside modules that satisfy many requirements regarding safety, economics, operability, and stability.
The proposed framework consists of four components. First, the expert system is applied to computerize experts knowledge and experience systematically and to evaluate the feasibility of alternatives for the overall design of the offshore platform. Second, the optimization method is used to yield a better design by formulating the design problem as an optimization problem with a single stage. Third, an arrangement template model is used to store the arrangement data of offshore platform. Fourth, the user interface is developed to the integrated design of the offshore platform by executing the proposed framework. A prototype program is developed to evaluate the applicability of the proposed framework.
This method was applied to the example of an LNG FPSO to verify the method, and the result shows that the proposed framework could be used for finding a better arrangement and improve the work efficiency of the design process for the offshore platform at the initial design stage.
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dc.description.tableofcontents1. Introduction 1
1.1. Research background 1
1.2. Related works 2
1.3. Target of the study 5
2. Integrated method for layout design of LNG FPSO 6
2.1. Configuration of the proposed method 6
2.1. Template model 7
2.2. Expert system module 10
2.2.1. Representation of object information 13
2.2.2. Representation of relation information 15
2.2.3. Evaluation of rule of expert system 19
2.3. Optimization module 23
2.3.1. Input data 24
2.3.2. Design variables 26
2.3.3. Objective functions 30
2.3.4. Constraints 41
3. Prototype program 45
3.1. Configuration of prototype program 45
3.2. Modeling library 47
3.3. Expert system libraries 48
3.4. Optimization library 49
3.5. Stability calculation library 50
3.6. 3D visualization library 53
4. Application 54
4.1. Input information 54
4.1.1. Requirement 54
4.1.1. Input information 56
4.1.2. Adjacency index 63
4.1.3. Expert system 65
4.2. Result 69
4.2.1. Case 1 71
4.2.2. Case 2 75
4.2.3. Case 3 79
4.2.4. Case 4 83
4.3. Summary of optimization results 86
5. Conclusions and future works 88
5.1. Conclusions 88
5.2. Future works 89
References 90
국문 초록 93
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dc.formatapplication/pdf-
dc.format.extent4053308 bytes-
dc.format.mediumapplication/pdf-
dc.language.isoen-
dc.publisher서울대학교 대학원-
dc.subjectLNG FPSO-
dc.subjectFLNG-
dc.subjectLayout design-
dc.subjectExpert system-
dc.subjectOptimization Technique-
dc.subject.ddc623.87-
dc.titleIntegrated method for layout design of LNG FPSO based on optimization technique and expert system-
dc.title.alternative최적화 기법과 전문가 시스템 기반 LNG FPSO의 통합 배치 설계 방법-
dc.typeThesis-
dc.description.degreeMaster-
dc.contributor.affiliation공과대학 협동과정 해양플랜트엔지니어링전공-
dc.date.awarded2018-02-
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