• Title/Summary/Keyword: Smart ship

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A Study on the Resistance Performance and Flow Characteristic of Ship with a Fin Attached on Stern Hull (선박 선미부 핀 부착에 의한 저항성능 및 유동 특성에 관한 연구)

  • Lee, Jonghyeon;Kim, Inseob;Park, Dong-Woo
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.27 no.7
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    • pp.1106-1115
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    • 2021
  • In this study, a fin that controls ship stern flow was attached on stern hull of a 80k bulk carrier to improve resistance performance. The rectangular cross-sectional fin was attached at several locations on the hull, and angle to streamline was changed with constant length, breadth, and thickness. The resistance performance and wake on propeller plane of the hull with and without the fin were analyzed using model-scale computational fluid dynamics simulation. The analysis results were extrapolated to full-scale to compare the performance and wake of the full-scale ship. First, the fin changed path of bilge vortex that flowed into the propeller along the stern hull without the fin to transom stern. This change increased pressure of the stern hull and upper region of the propeller, so pressure resistance and total resistance of the hull were reduced - the nearer the fin location to after perpendicular (AP) and base line of the hull, the larger the reduction of the resistances. Second, nominal wake fraction of the hull with the fin was lower than that without the fin. This dif erence was in proportion to the angle of the fin, but the total resistance reduction was in proportion until a certain angle at which the reduction was maximum. The largest total resistance reduction was approximately 2.1% at 12.5% of length between perpendiculars from the AP, 10% of draft from the base line, and 14° with respect to the streamline.

A Study on the Optimization of Main Dimensions of a Ship by Design Search Techniques based on the AI (AI 기반 설계 탐색 기법을 통한 선박의 주요 치수 최적화)

  • Dong-Woo Park;Inseob Kim
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.28 no.7
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    • pp.1231-1237
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    • 2022
  • In the present study, the optimization of the main particulars of a ship using AI-based design search techniques was investigated. For the design search techniques, the SHERPA algorithm by HEEDS was applied, and CFD analysis using STAR-CCM+ was applied for the calculation of resistance performance. Main particulars were automatically transformed by modifying the main particulars of the ship at the stage of preprocessing using JAVA script and Python. Small catamaran was chosen for the present study, and the main dimensions of the length, breadth, draft of demi-hull, and distance between demi-hulls were considered as design variables. Total resistance was considered as an objective function, and the range of displaced volume considering the arrangement of the outfitting system was chosen as the constraint. As a result, the changes in the individual design variables were within ±5%, and the total resistance of the optimized hull form was decreased by 11% compared with that of the existing hull form. Throughout the present study, the resistance performance of small catamaran could be improved by the optimization of the main dimensions without direct modification of the hull shape. In addition, the application of optimization using design search techniques is expected for the improvement in the resistance performance of a ship.

Vibration reduction in a Hull mount using the ER inserts (ER 인서트를 이용한 Hull Mount 에서의 진동저감에 관한 연구)

  • Kim, Ji-Seon;Kim, Jae-Hwan;Choi, Seung-Bok;Kim, Kung-Su
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2002.11b
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    • pp.453-458
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    • 2002
  • This paper deals with the vibration reduction of hull mount system of ship structures brought by ER smart structures. The hull mount is used to isolate the vibration of equipment from the host structures. Utilizing the tunable characteristics of ER fluids, ER inserts are made in the hull mount structure. Different types of ER inserts are proposed and the vibration characteristics are investigated. A hull mount structure is made and the influence of ER inserts are experimentally studied. An extensive modal test is empirically conducted to identify natural frequencies and mode shapes according to the applied electric field and the types of ER insert. The frequency tunable characteristics of ER inserts can be applied to many mounting structures for vibration reduction.

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Development of The High-Speed Container Handling System with On-Chassis Type (온-섀시 방식의 고속 컨테이너 하역시스템 개발)

  • Choi, Kook-Jin
    • Journal of the Korean Society of Industry Convergence
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    • v.23 no.2_2
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    • pp.323-332
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    • 2020
  • Container ships are getting bigger due to the increase in global cargo volume. Therefore, it needs to increase the speed for loading and unloading of containers at the quayside. Traditionally, only one container is handled at once at the quayside due to it's heavy weight. In this paper, a method of handling multiple containers at once using chassis is proposed. Proposed system is consists of a container chassis that can hold three layer stacked containers, transport system that can handle the container chassis including rail-based or vehicle-based roll-on roll-off systems, and dedicated crane system. The conceptual design of crane and transport system that can handle three stacked containers is carried out and verified. The proposed system can be adopted for real quayside container handling system with high speed.

Multipoint Pressure-detection Sensors using Microbanding-induced Long-period Fiber Gratings (마이크로밴딩 장주기 광섬유 격자를 이용한 다중위치 압력감지 센서)

  • Sohn, Kyung-Rak;Choi, Young-Gill;Jang, Se-In;Choi, Jae-Yun;Shim, Joon-Hwan
    • Journal of Advanced Marine Engineering and Technology
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    • v.30 no.3
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    • pp.449-454
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    • 2006
  • We present a pressure sensor based on the mechanically induced long-period fiber gratings (LPFG) for detecting the multi-location strain variation. The theoretical analysis is performed using a graphic method for a weakly guiding step-index fiber. The calculated results are in good agreement with the experimental results. In this study, from the fact that the optical parameters of a single-mode fiber slightly differ from manufacturing company to manufacturing company, the multipoint pressure-detection sensor systems composed two identical LPFGs are realized. When the pressure is applied two LPFG sensors at once, the resonance peaks are separated as much as about 40 nm. These types of sensor systems are well suited as a multipoint monitoring of strain or temperature in the ship or the smart structure.

Smart Cargo Monitoring System Based on Decision Support System for Liquid Carrier Tanker

  • Kim, Youn-Tae;Baek, Gyeong-Dong;Jeon, Tae-Ryong;Kim, Sung-Shin
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.8 no.2
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    • pp.140-145
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    • 2008
  • In this paper, we constructed the advanced cargo monitoring system for liquid cargo tankers which embedded the Decision Support System (DSS) based on the International Ship Management Code (ISM Code). To make this system, we first organized a base of expert's knowledge concerning liquid tanker operations that largely affect ocean accidents. We can find out the knowledge via inference method which simply imitates the fuzzy inference method. Based on this expert's knowledge, we constructed the DSS that provides a code of conduct for operating cargo tanks safely. The proposed monitoring system could eliminate human error when confronting dangerous situations, so the system will help sailors to operate cargo tanks safely.

Development of Robotic Vacuum Sweeping Machine (로봇형 진공식 연마머신 기술개발)

  • Cho, Young-Ha;Jin, Tae-Seok
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2011.10a
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    • pp.769-772
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    • 2011
  • We propose a sweeping machine is equipped with a polyester filter to retain small particles of dust. The filter is washable and can be easily removed for maintenance purpose or eventual replacement. Research continues into key areas such as making the structure of machine as ship' s floor grinder as possible, and designing algorithms and systems for efficiency-related system technologies.

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Forecasting of erythrocyte sedimentation rate using gated recurrent unit (GRU) neural network (Gated recurrent unit (GRU) 신경망을 이용한 적혈구 침강속도 예측)

  • Lee, Jaejin;Hong, Hyeonji;Song, Jae Min;Yeom, Eunseop
    • Journal of the Korean Society of Visualization
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    • v.19 no.1
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    • pp.57-61
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    • 2021
  • In order to determine erythrocyte sedimentation rate (ESR) indicating acute phase inflammation, a Westergren method has been widely used because it is cheap and easy to be implemented. However, the Westergren method requires quite a long time for 1 hour. In this study, a gated recurrent unit (GRU) neural network was used to reduce measurement time of ESR evaluation. The sedimentation sequences of the erythrocytes were acquired by the camera and data processed through image processing were used as an input data into the neural network models. The performance of a proposed models was evaluated based on mean absolute error. The results show that GRU model provides best accurate prediction than others within 30 minutes.

Design of a Real-time Monitoring Protocol For Smart Ship-Area Network (지능형 선박용 백본 네트워크 기반에서의 실시간 모니터링 관리 프로토콜 설계)

  • Jung, Min-Young;Tak, Sung-Woo
    • Proceedings of the Korea Information Processing Society Conference
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    • 2010.11a
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    • pp.1795-1798
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    • 2010
  • 본 논문에서는 TCP/IP (Transmission Control Protocol/Internet Protocol) 기반의 모니터링 및 관리 시스템인 단순 네트워크 관리 프로토콜(SNMP : Simple Network Management Protocol)을 분석하여 모니터링 관리 프로토콜 설계에서 고려되어야 할 요구 사항 및 성능인자를 기술하였다. 또한 선박 네트워크 장치의 장애 및 통신선의 절체와 같은 동시 다발적인 사고로 인한 결손에 효율적으로 대처하기 위한 장애 관리 기능과 앞선 요구사항 및 성능 인자를 고려 하여 선박용 백본 네트워크 기반에서의 실시간 모니터링 관리 프로토콜을 설계 하였다.

Smart fender robot for preventing ship berthing accident (선박 접안 사고 방지 위한 스마트 방충재 로봇)

  • Jo, Hyeong-Jun;Jung, Tae-Won;Lee, Su-Bin;Im, Yeong-Ju;Kim, In-Soo
    • Proceedings of the Korea Information Processing Society Conference
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    • 2021.11a
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    • pp.1364-1367
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    • 2021
  • 불량 방충재 납입 사건에 따른 방충재 관리의 중요성 및 선박 접안사고가 화두가 되면서 본 논문에서는 현재 방충재 점검 시스템과 그로 인해 발생하는 선박의 접안사고 위험에 대해 문제를 제기한다. 문제를 해결하기 위해 본 논문은 "스마트 방충재 로봇"을 제안하며, 제안하는 로봇의 기능은 다음과 같다. 첫째, 부두에 부착된 방충재의 상태를 실시간으로 확인하고, 전용 애플리케이션을 통해 방충재를 관리한다. 둘째, 방충재 교체 시 부두 위치에 따른 해상조건을 수집하여 적합한 방충재를 추천한다. 셋째, 방충재 손상 또는 선박이 제한 접안속도 초과 시 스마트 방충재 로봇을 투입하여 선박의 접안사고를 방지한다.