• Title/Summary/Keyword: Marine characteristics

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Marine life Image Recognition using Deep Learning

  • Jiyun Hong;Jiwon Lee;Somin Lee;Eun Ko;Gyubin Kim;Jungwoon Kang;Mincheol Kim
    • Journal of information and communication convergence engineering
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    • v.22 no.3
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    • pp.221-230
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    • 2024
  • The aim of this study is to investigate the automatic recognition and analysis of Jeju marine-life images using artificial intelligence (AI) technology. The dataset of marine-life images was prepared using tools such as Python, TensorFlow, and Google Colab (Google Colaboratory). We also developed models by training deep learning AI in image recognition to automatically recognize the species found in these images and extract their associated information, such as taxonomy, characteristics, and distribution. This study is innovative in that it uses deep learning technology combined with imagerecognition technology for marine biodiversity research. In addition, these results will lead to the development of the marine-life industry in Jeju by supporting marine environment monitoring and marine resource conservation. Furthermore, this study is anticipated to contribute to academic advancement, specifically in the study of marine species diversity.

Measurement of Flow Field in a Ginseng Cleaner Model Using PIV (PIV에 의한 인삼세척기 모델 내부의 유동계측)

  • 송치성
    • Journal of Advanced Marine Engineering and Technology
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    • v.25 no.1
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    • pp.139-145
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    • 2001
  • The objective of experimental study is to apply simultaneous measurement by PIV(Particle Image Velocimetry) to high_speed flow characteristics within ginseng cleaner model. Three different kinds of flow rate(15. 20, 27l/min) are selected as experimental condition. Optimized cross correlation identification to obtain velocity distribution, time-mean velocity distribution, velocity, profile, kinetic energy and turbulence intensity are represented quantitatively for the deeped understanding of the flow characteristics in a ginseng cleaner model.

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A study on characteristics of three phase induction motor with stator voltage control by symmetrically triggered triacs (Triac을 이용한 삼상유도전동기의 일차전압평형제어에 따른 특성 연구)

  • 노창주;유춘식;정경열
    • Journal of Advanced Marine Engineering and Technology
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    • v.8 no.1
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    • pp.72-84
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    • 1984
  • In this paper, the characteristics relating to the stator voltage control of a small three phase squirrel cage induction motor by means of symmetrically trggered triacs instead of antiparallel SCR's is described. A complete model of the system with 220V, $3{\phi}$, 1HP motor and triac gate control circuit has been designed and tested in the laboratory, and the experimental results are compared with the numerical values. As a result of the above investigation, it is found that the range of induction motor speed control by stator voltage control is narrow.

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Analysis of Ventilation Performance Using a Model Chamber

  • Kang Tae-Wook;Chang Tae-Hyeon
    • Journal of Advanced Marine Engineering and Technology
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    • v.29 no.7
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    • pp.736-743
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    • 2005
  • In this study, three different types of mechanical ventilation systems are compared based on their ventilation characteristics: tracer gas concentration decay characteristics, and ventilation effectiveness by calculating actual ventilation air flow rate. The experiments are performed by using a step-down method for measuring tracer gas. $CO_{2}$ gas, concentration in the model chamber. Application of a mixing factor, k, was used and measured values ranged from 0.68 to 0.77. The Type 2 ventilation system was found to have the highest ventilation effectiveness rather than the Types 1 and 3.

Gravity Level Dependency of Gas-Liquid Two-Phase Flow

  • Choi, Bu-Hong
    • Journal of Advanced Marine Engineering and Technology
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    • v.27 no.4
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    • pp.487-493
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    • 2003
  • More reliable design of thermal transport. Power acquisition and thermal management systems requires the through understanding of the flow hydrodynamic. the differences and similarities between the two-phase flow characteristics of two-Phase flow influenced by the gravity levels. The data of flow Patterns, void fraction, frictional pressure drop associated with their characteristics were obtained at $\mu\textrm{g}$. 1g and 2g. Flow patterns and void fraction data obtained at three gravity levels were compared with each other and previous models and correlations.

Study on the Design Characteristics of Amphibious Ship (상륙함의 설계 특성에 관한 연구)

  • 박명규;신영균
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.8 no.1
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    • pp.161-167
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    • 2002
  • This paper describes the types and features of amphibious ships which have been constructed and commissioned. The characteristics of hull form design also are studied. Design constraints due to general arrangement and the satisfaction of requirements are investigated. We represent the design concept of hull form based on the design data of the worldwide amphibious ships and our experiences.

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Injection Characteristics with Valve Geometries for a Diesel Engine (디젤기관용 분사밸브 형상에 따른 분사특성)

  • 김성윤;오승우;박권하
    • Journal of Advanced Marine Engineering and Technology
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    • v.27 no.6
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    • pp.745-752
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    • 2003
  • Injection technology is one of the important technologies in a diesel engine. Many studies have done on the injection system. In this study, the fuel chamber geometry, the orifice ratio and the needle lift of the injection valve of a diesel engine for generating electricity are varied and tested. The injection pressure, duration and spray shapes are produced with pressure transducer, needle lift sensor and highspeed camera. The result shows that the nozzle hole size has influence on the rail pressure and injection duration sensuously.

Free Vibration Analysis of Annular Sector Plates Using Time Average Holographic Interferometer (시간평균 홀로그래픽 간섭계를 이용한 환형 평판의 자유 진동 연구)

  • 나종문
    • Journal of Advanced Marine Engineering and Technology
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    • v.22 no.3
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    • pp.353-361
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    • 1998
  • The study on the vibration characteristics of annular sector plates is important for structural engineers. In this study the vibration modes and their natural frequencies of annular sector plates clamped along the inner circumferential edge are obtained by the time average holographic interferometer according to the varying sector angle. The experimental results agree well with those obtained by the numerical analysis. The vibration characteristics of annular sector plates shows great dependence on the sector angle. The radial nodal lines converge to the center of annular sector plate.

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Analysis for the influence of geometric characteristics on air-liquid interface with pressure (기하학적 구조에 따른 압력이 기체-액체 경계면에 미치는 특성 해석)

  • Heo, Pil-Woo;Park, In-Sub
    • Proceedings of the Korean Society of Marine Engineers Conference
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    • 2011.06a
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    • pp.213-213
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    • 2011
  • Hydrophobic hairs of some insects make bubbles underwater. These bubbles makes possible for insects to breathe underwater. In this thesis, influence of geometric characteristics on air-liquid interface with pressure is investigated. Air-liquid interface shape with hair diameter over distance between hairs is analyzed This results expects to be used in the developments of artificial gill technology.

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A study on the thermal characteristics of MOSS type LNG carrier (MOSS형 LNG 선박의 열공학적 특성에 관한 연구)

  • 이세동;송성옥;이종원;김춘식;최두열
    • Journal of Advanced Marine Engineering and Technology
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    • v.22 no.1
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    • pp.28-34
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    • 1998
  • This paper introduced the thermal characteristics of Moss Rosenberg Verft spherical tank type LNG Carrier. Especially described the temperature variation during cooling down condition. It is not easy task to calculate the temperature variation because of unsteady state condition. In this paper, computer simulation program is developed by using a Tomas Algorithm on unsteady state condition and compared with calculation results and experimental results on existing LNG Carrier voyage.

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