Ki-Su Kim, Myung-Il Roh, "A Submarine Arrangement Design Program Based on the Expert System and the Multistage Optimization", Advances In Engineering Software, Vol. 98, No. 97-111, 2016.08.01
Ki-Su Kim, Myung-Il Roh, "A Submarine Arrangement Design Program Based on the Expert System and the Multistage Optimization", Advances In Engineering Software, Vol. 98, No. 97-111, 2016.08.01
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Abstract | The arrangement design of a submarine depends on the data of the parent ships and the knowledge of experts. Some delay in design can occur when data or experts are absent. An arrangement design problem of a submarine can also be difficult to solve due to the number of compartments and equipment placed in the limited space, as well as the numerous potential alternatives for the arrangement design. Thus, a compelling need arises to accumulate data regarding the parent ships, the knowledge of experts, and design rules as a systematic structure, increasing the demand for optimization of the arrangement design. In this study, we proposed an arrangement method of the submarine compartments and equipment based on an expert system and a multistage optimization. For this task, we used a template model for the arrangement design of a submarine proposed by the authors in the previous study to store the arrangement data. We also improved and used an expert system that can systematically computerize the knowledge of experts, previously developed by the authors. Then, we proposed an optimization method that can yield a better arrangement design after formulating a submarine arrangement problem as an optimization problem, solving it with the use of an efficient optimization algorithm. To evaluate the applicability of the proposed method, we developed a prototype program consisting of an arrangement template model, an expert system module, and an optimization module. Finally, we applied the developed program to a problem with regard to the arrangement design of a small submarine. The results showed that the developed program can be used as a new tool for the arrangement design of a submarine. |
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Publication Date | 2016-08-01 |
Role | Corresponding Author |
Category | SCIE |
Impact Factor | 1.673 |
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Ki-Su Kim, Myung-Il Roh, "A Submarine Arrangement Design Program Based on the Expert System and the Multistage Optimization", Advances In Engineering Software, Vol. 98, No. 97-111, 2016.08.01
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Jeong-Woo Hong, Myung-Il Roh, Seung-Ho Ham, Sol Ha, "Dynamic Simulation of Subsea Equipment Installation Using an Offshore Support Vessel Based on Flexible Multibody System Dynamics", Journal of Marine Science and Technology (Taiwan), Vol. 24, No. 4
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Sol Ha, Nam-Kug Ku, Myung-Il Roh, "Event-based Scenario Manager for Multibody Dynamics Simulation of Heavy Load Lifting Operations in Shipyards", International Journal of Naval Architecture and Ocean Engineering, Vol. 8, No. 1, pp. 83-101, 2016.01.01
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Luman Zhao, Myung-Il Roh, “A Thrust Allocation Method for Efficient Dynamic Positioning of a Semisubmersible Drilling Rig Based on the Hybrid Optimization Algorithm”, Mathematical Problems in Engineering, Vol. 2015, pp. 1-12, 2015.10.01
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