• 제목/요약/키워드: Propeller performance prediction

검색결과 65건 처리시간 0.023초

8800TEU급 컨테이너선 프로펠러 추진효율 및 캐비테이션 성능향상 연구 (Performance Improvement Study of Propeller Propulsion Efficiency and Cavitation for the 8800TEU Class Container)

  • 안종우;김건도;김기섭;박영하;안해성;정영준;윤지현
    • 대한조선학회논문집
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    • 제54권6호
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    • pp.453-460
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    • 2017
  • In order to investigate propulsion efficiency and cavitation characteristics for expanded area ratio variation of the 8800TEU class container propeller, a series of performance tests were conducted at Large Cavitation Tunnel (LCT) and Towing Tank (TT) in KRISO. The cavitation test of the existing propellers (KP1029 & KP1030) was conducted using FRP model ship in LCT. On the basis of LCT test results, it was required to design propeller with better propulsion efficiency and cavitation performance. Two propellers (KP1171 & KP1172) with decreased expanded area ratio were designed on the basis of KP1029 propeller. The new design propellers showed higher efficiency than KP1029 and reasonable cavitation performance. In the future, they will be applied as the standard propeller for the propeller design of the large container ship. Through the performance test and prediction results for the new design propellers, it is thought that high-load propeller with better propulsion efficiency and cavitation performance will be developed constantly.

합성곱 신경망을 이용한 프로펠러 캐비테이션 침식 위험도 연구 (A Study on the Risk of Propeller Cavitation Erosion Using Convolutional Neural Network)

  • 김지혜;이형석;허재욱
    • 대한조선학회논문집
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    • 제58권3호
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    • pp.129-136
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    • 2021
  • Cavitation erosion is one of the major factors causing damage by lowering the structural strength of the marine propeller and the risk of it has been qualitatively evaluated by each institution with their own criteria based on the experiences. In this study, in order to quantitatively evaluate the risk of cavitation erosion on the propeller, we implement a deep learning algorithm based on a convolutional neural network. We train and verify it using the model tests results, including cavitation characteristics of various ship types. Here, we adopt the validated well-known networks such as VGG, GoogLeNet, and ResNet, and the results are compared with the expert's qualitative prediction results to confirm the feasibility of the prediction algorithm using a convolutional neural network.

블레이드 형상변화에 따른 수중 추진기 방사 소음 예측에 관한 연구 (Numerical Prediction of Underwater Propeller Noise)

  • 설한신
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2006년도 춘계학술대회논문집
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    • pp.344-347
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    • 2006
  • Noise reduction and control is an important problem in the performance of underwater acoustic system and on the habitability of the passenger ship for crew and passenger. Furthermore, sound generated by a propeller is critical in underwater detection and is often related to the survivability of the vessel especially for military purpose. Generally propeller noise is often the dominant noise source of marine vehicle. The flow field is analyzed with potential-based panel method, and then the time dependent pressure and sheet cavity volume data are used as the input for Ffowcs Williams-Hawkings formulation to predict the far-field acoustics. Through this study, the dominant noise source of underwater propeller is analyzed, which will provide a basis for proper noise control strategies.

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포텐셜을 기저로 한 패널법에 의한 프로펠러의 비정상유동해석 (Prediction of Unsteady Performance of a Propeller by Using Potential-Based Panel Method)

  • 문일성;김영기;이창섭
    • 대한조선학회논문집
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    • 제33권1호
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    • pp.9-18
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    • 1996
  • 본 논문은 불균일한 선미 유동장에서 작동하는 프로펠러의 성능 해석을 위한 포텐셜을 기저로 한 판요소법을 기술하고 있다. 본 방법은 법선 다이폴과 쏘오스를 프로펠러의 날개, 허브, 그리고 후류면에 분포하였고, 비정상 유동의 해석 방법으로는 시간 전진법에 의한 방법을 취함으로써 다이폴의 세기를 미지수로 하는 적분방정식을 얻고, 이산화하여 수치적으로 계산하였다. 2차원 날개에 대한 수치해석을 수행하여 해석해와 비교함으로써 시간간격에 대한 수렴성을 확보하였다. 또한, DTRC 4118 프로펠러에 대하여 조화반류하에서 작동하는 프로펠러의 비정상 성능을 해석하여 실험치와 비교함으로써 시간영역에서 프로펠러의 비정상 성능해석이 가능함을 보였다.

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Assessment of the effect of biofilm on the ship hydrodynamic performance by performance prediction method

  • Farkas, Andrea;Degiuli, Nastia;Martic, Ivana
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제13권1호
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    • pp.102-114
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    • 2021
  • Biofouling represents an important problem in the shipping industry since it causes the increase in surface roughness. The most of ships in the current world fleet do not have good coating condition which represents an important problem due to strict rules regarding ship energy efficiency. Therefore, the importance of the control and management of the hull and propeller fouling is highlighted by the International Maritime Organization and the maintenance schedule optimization became valuable energy saving measure. For adequate implementation of this measure, the accurate prediction of the effects of biofouling on the hydrodynamic characteristics is required. Although computational fluid dynamics approach, based on the modified wall function approach, has imposed itself as one of the most promising tools for this prediction, it requires significant computational time. However, during the maintenance schedule optimization, it is important to rapidly predict the effect of biofouling on the ship hydrodynamic performance. In this paper, the effect of biofilm on the ship hydrodynamic performance is studied using the proposed performance prediction method for three merchant ships. The applicability of this method in the assessment of the effect of biofilm on the ship hydrodynamic performance is demonstrated by comparison of the obtained results using the proposed performance prediction method and computational fluid dynamics approach. The comparison has shown that the highest relative deviation is lower than 4.2% for all propulsion characteristics, lower than 1.5% for propeller rotation rate and lower than 5.2% for delivered power. Thus, a practical tool for the estimation of the effect of biofouling with lower fouling severity on the ship hydrodynamic performance is developed.

SVA Potsdam 프로펠러 단독 및 캐비테이션 성능 수치해석 (Numerical Analysis of Non-Cavitating and Cavitating Performance of a SVA Potsdam Propeller)

  • 김제인;박일룡;김기섭;안종우
    • 대한조선학회논문집
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    • 제54권3호
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    • pp.215-226
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    • 2017
  • This paper presents numerical results of the performance of a marin propeller in cavitating and non-cavitating flow conditions. The geometry and experimental validation data of the propeller are provided in Potsdam Propeller Test Case(PPTC) in the framework of the second International Symposium on Marine Propulsors 2011(SMP'11) workshop. The PPTC includes open water tests, velocity field measurements and cavitation tests. The present numerical analysis was carried out by using the Reynolds averaged Navier-Stokes(RANS) method on a wall-resolved grid ensuring a y+=1, where the SST k-${\omega}$ model was mainly used for turbulence closure. The influence of the turbulence model was investigated in the prediction of the wake field under a non-cavitating flow condition. The propeller tip vortex flows in both cavitating and non-cavitating conditions were captured through adaptation of additional grids. For the cavitation flows at three operation points, Schnerr-Sauer's cavitation model was used with a Volume-Of Fluid(VOF) approach to capture the two-phase flows. The present numerical results for the propeller wake and cavitation predictions including the open water performance showed a qualitatively reasonable agreement with the model test results.

Flexible CFD meshing strategy for prediction of ship resistance and propulsion performance

  • Seo, Jeong-Hwa;Seol, Dong-Myung;Lee, Ju-Hyun;Rhee, Shin-Hyung
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제2권3호
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    • pp.139-145
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    • 2010
  • In the present study, we conducted resistance test, propeller open water test and self-propulsion test for a ship's resistance and propulsion performance, using computational fluid dynamics techniques, where a Reynolds-averaged Navier-Stokes equations solver was employed. For convenience of mesh generation, unstructured meshes were used in the bow and stern region of a ship, where the hull shape is formed of delicate curved surfaces. On the other hand, structured meshes were generated for the middle part of the hull and the rest of the domain, i.e., the region of relatively simple geometry. To facilitate the rotating propeller for propeller open water test and self-propulsion test, a sliding mesh technique was adopted. Free-surface effects were included by employing the volume of fluid method for multi-phase flows. The computational results were validated by comparing with the existing experimental data.

Hydrodynamic analysis of the surface-piercing propeller in unsteady open water condition using boundary element method

  • Yari, Ehsan;Ghassemi, Hassan
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제8권1호
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    • pp.22-37
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    • 2016
  • This article investigates numerical modeling of surface piercing propeller (SPP) in unsteady open water condition using boundary element method. The home code based on BEM has been developed for the prediction of propeller performance, unsteady ventilation pattern and cross flow effect on partially submerged propellers. To achieve accurate results and correct behavior extraction of the ventilation zone, finely mesh has generated around the propeller and especially in the situation intersection of propeller with the free surface. Hydrodynamic coefficients and ventilation pattern on key blade of SPP are calculated in the different advance coefficients. The values obtained from this numerical simulation are plotted and the results are compared with experiments data and ventilation observations. The predicted ventilated open water performances of the SPP as well as ventilation pattern are in good agreement with experimental data. Finally, the results of the BEM code/experiment comparisons are discussed.

프로펠러 홴 날개 위의 역류 유동 (Reverse Flow on Blade-Surface of Propeller Fan)

  • 김재원;남임우
    • 한국유체기계학회 논문집
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    • 제4권2호
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    • pp.7-14
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    • 2001
  • Design and development of a propeller fan for a cooling tower have been accomplished by both numerical prediction of performance and experimental validation with a wind tunnel. Main interest lies on blade geometry of a fan for optimal design of aerodynamic performance. A commercial program, Fine/Turbo used for the present numerical estimation, gives us engineering information such as flow details near the blades and flow rate of the system. The numerical results are compared with precise experimental output and show good agreement in comparison between the two data. Also new proposed model of a blade shows improved performance relative to present running model in market.

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AirSim을 이용한 화력발전소 고온 환경의 보일러 내부 점검용 드론 개발 및 검증을 위한 시뮬레이션 (Simulation for Development and Validation of Drone for Inspection Inside Boilers in High Temperature Thermal Power Plants Using AirSim)

  • 박상규;정진석;시하영;강범수
    • 한국항공우주학회지
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    • 제49권1호
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    • pp.53-61
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    • 2021
  • 본 논문은 고온 환경의 화력발전소 보일러 내부 점검용 드론 개발을 위한 선행연구로 AirSim을 이용한 고온 환경에서의 시뮬레이션을 통해 드론이 정상적인 비행이 가능한지 검증 하였다. 고온의 비행 환경에서는 공기 밀도, 점성계수 등이 상온과 달라 공력특성이 달라지며 이에 따라 드론의 비행성능 또한 달라진다. 따라서 온도 변화에 따른 프로펠러의 공력 특성의 변화를 확인하기 위해 JBLADE를 통한 프로펠러 해석과 추력 테스트, 전기추진계통 성능예측모델을 통한 동작특성예측을 수행하였다. 그리고 해석 및 성능예측 결과를 AirSim에 적용해 시뮬레이션을 진행하고 결과 분석을 통해 기체 재설계를 진행하였다. 재설계 결과 80℃의 환경에서 호버링 시 필요한 추력을 얻기 위해 재설계 전 최대 출력의 약 65% 사용하던 것이 52%로 감소함을 확인하였다.