• Title/Summary/Keyword: Resistance Coefficient

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Prediction of Residual Resistance Coefficient of Ships using Convolutional Neural Network (합성곱 신경망을 이용한 선박의 잉여저항계수 추정)

  • Kim, Yoo-Chul;Kim, Kwang-Soo;Hwang, Seung-Hyun;Yeon, Seong Mo
    • Journal of the Society of Naval Architects of Korea
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    • v.59 no.4
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    • pp.243-250
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    • 2022
  • In the design stage of hull forms, a fast prediction method of resistance performance is needed. In these days, large test matrix of candidate hull forms is tested using Computational Fluid Dynamics (CFD) in order to choose the best hull form before the model test. This process requires large computing times and resources. If there is a fast and reliable prediction method for hull form performance, it can be used as the first filter before applying CFD. In this paper, we suggest the offset-based performance prediction method. The hull form geometry information is applied in the form of 2D offset (non-dimensionalized by breadth and draft), and it is studied using Convolutional Neural Network (CNN) and adapted to the model test results (Residual Resistance Coefficient; CR). Some additional variables which are not included in the offset data such as main dimensions are merged with the offset data in the process. The present model shows better performance comparing with the simple regression models.

The Measuring Methodology of Friction Coefficient between Ice and Ship Hull (빙-선체 마찰계수 측정 기법)

  • Cho, Seong-Rak;Chun, Eun-Jee;Yoo, Chang-Soo;Jeong, Seong-Yeob;Lee, Chun-Ju
    • Journal of the Society of Naval Architects of Korea
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    • v.48 no.4
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    • pp.363-367
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    • 2011
  • In this paper, friction coefficients between ices and model ship were studied in order to predict the resistance of ice. The friction coefficient is a dimensionless scalar value which describes the ratio of the force of friction between two bodies and the force pressing them together. The coefficient of friction depends on the materials, roughness on surface, lubrication, etc. We tested and analyzed the friction coefficient for the development of the test methodology. The friction coefficient for ice model test is very dominant to predict the ship performance, so every ice tank uses their own painting technique. In this study, the friction coefficient with changing the moving speed of ice was studies by using a flat plates which were made by the MOERI's paining technique and the basic research for the developing the paining methodology in the MOERI ice model basin was carried out.

A numerical study on effects of drag coefficient of vehicle on jet fans in case of fire in road tunnels (도로터널 화재시 차량의 항력계수가 제연용 제연팬에 미치는 영향에 대한 해석적 연구)

  • Yoo, Yong-Ho;Yoo, Ji-Oh;Kim, Hyo Gyu
    • Journal of Korean Tunnelling and Underground Space Association
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    • v.16 no.6
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    • pp.553-560
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    • 2014
  • The road tunnel install a vent for the purpose of ventilation and smoke control. Ventilation equipment capacity(number of jet fans) depends on from the condition that of the pressure and ventilation resistance. Pressure and the resistance under operating vehicle have affected on the drag coefficient. The drag coefficient of the tunnel have affected by the blockage effect and slipstream effects. However, when calculating the ventilation fan, are not properly consider taking into account such effects. Therefore, ventilation force may have been slightly overestimated. This paper describes the drag coefficient through a numerical analysis to calculate the equivalent resistance area that reflects the vehicle distance, and examined the equivalent resistance area. The ventilation coefficient corresponding to the result heavy vehicle mixing ratio of the present study was not clear. Equivalent resistance area had reduced by about 86% compared to the road design handbook current standards. Also it had analyzed and reduced to 62.2% compared to Korea Highway Corporation ventilation design criteria ratio, which is the old standard.

A Study on the PTC Thermistor Characteristics of Polyethylene and Polyethylene Copolymer Composite Systems in Melt and Solution Manufacturing Method (용액 및 용융 가공방법에 따른 PE 및 PE 공중합물의 PTC 서미스터 특성 연구)

  • 김재철;박기헌;남재도
    • Polymer(Korea)
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    • v.26 no.6
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    • pp.812-820
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    • 2002
  • The positive temperature coefficient (PTC) characteristics of polymer composites were investigated with the nano-sized carbon black particles using solution tasting and melt compounding methods. The polymeric PTC composites should the electrical threshold at 35 wt% for the melt compounding method and 40 wt% for the solution casting method. The ethylene vinylacetate copolymer (EVA) composite showed a gradual increase of resistance as a function of temperature and showed a maximum at the polymer molting point. The resistance of the high-density polythylene (HDPE) composite remains unchanged with temperature but started to Increase sharply near the melting point of HDPE and showed a maximum resistance at the melting point of HDPE. The dispersion of nano-sized carbon black particles was investigated by scanning electron microscopy (SEM) and low resistance after electrical threshold, and both methods exhibited a well dispersed morphology. When the electric current was applied to the PTC composites, the resistance started increasing at the curie temperature and further increased until the trip temperature was roached. Then the resistance remained stable over the trip temperature. The secondary increase started at T$\sub$m/ of matrix polymer and kept increasing up to the trip temperature.

A Study on the Limited Rate Power Capacity for Applications for Precision Passive Devices Based on Carbon Nanotube Materials (탄소나노튜브 소재의 정밀 수동소자 적용을 위한 한계 정격전력 용량에 관한 연구)

  • Lee, Sunwoo
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.35 no.3
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    • pp.269-274
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    • 2022
  • We prepared carbon nanotube (CNT) paper by a vacuum filtration method for the use of a chip-typed resistor as a precision passive device with a constant resistance. Hybrid resistor composed of the CNT resistor with a negative temperature coefficient of resistance (T.C.R) and a metal alloy resistor with a positive T.C.R could lead to a constant resistance, because the resistance increase owing to the temperature increase at the metal alloy and decrease at the CNT could counterbalance each other. The constant resistance for the precision passive devices should be maintained even when a heat was generated by a current flow resulting in resistance change. Performance reliabilities of the CNT resistor for the precision passive device applications such as electrical load limit, environmental load limit, and life limit specified in IEC 60115-1 must be ensured. In this study, therefore, the rated power determination and T.C.R tests of the CNT paper were conducted. -900~-700 ppm/℃ of TCR, 0.1~0.2 A of the carrying current capacity, and 0.0625~0.125 W of the rated power limit were obtained from the CNT paper. Consequently, we confirmed that the application of CNT materials for the precision hybrid passive devices with a metal alloy could result in a better performance reliability with a zero tolerance.

A Study on the Performance Improvement of Pressure Compensating Temperature Control Valve (압력 평형식 온도조절 밸브 성능 향상을 위한 연구)

  • Kim T.-A.;Kim Youn J.
    • Proceedings of the KSME Conference
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    • 2002.08a
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    • pp.671-674
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    • 2002
  • Pressure compensating temperature control valve(TCV) is one of the important control devices, which is used to maintain the constant temperature of working fluid in power and chemical plants. The ratio of cylinder hole diameters of inlet and outlet is the main design parameters of TCV. So this needs to be investigated to improve the function of control of temperature and void fraction. In this study, numerical analysis is carried out with various ratios of cylinder hole diameters of the inlet and outlet in the TCV. Especial1y, the distribution of the static pressure Is investigated to calculate the new coefficient($C_{\upsilon}$) and resistance coefficient(K). The governing equations are derived from making using of three-dimensional Naver-Stokes equations with standard $k-{\varepsilon}$ turbulence model and SIMPLE algorithm. Using a commercial code, PHOENICS, pressure and flow fields in TCV are calculated with different inlet and outlet diameters of the cylinder hole for cold and hot water passages.

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An experimental study on surface performance improvement of concrete influencing on resistance to chloride (콘크리트의 표면성능개선이 염소이온투과저항성에 미치는 영향에 관한 실험적 연구)

  • Kim, Jae-Sung;Kang, Suk-Pyo;Hong, Sung-Yoon
    • Proceedings of the Korea Concrete Institute Conference
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    • 2004.05a
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    • pp.782-785
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    • 2004
  • Salt attack is one of the serious deterioration factor with respect to the durability of concrete structure. Especially, in case of exposed rebar concrete structure in marine environment, corrosion of rebar is accelerated by penetration of $Cl^-$ from exterior. Through this path, volume of corroded rebar is increased about two and half times due to increased inner pressure originated from rust. As a consequence, the overall deterioration of concrete structure, namely, cracks, reduction of adhesive strength and pop-out is followed. In this paper, the effect of structure treatment of concrete on chloride resistance has been investigated. At the same time, the relationship among several characteristics, such as resistance to chloride, water absorption coefficient and surface hardness of concrete has been investigated. It is believed that surface performance improvement by the application of penetrative hardening agent influences on positively water absorption coefficient, surface hardness of concrete and resistance to chloride ion penetration.

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Performance degradation of SOFC caused by increase of polarization resistance for the cathode during long-term test (공기극 분극 저항 증가에 따른 SOFC 단전지 성능 감소에 관한 연구)

  • Park, Kwang-Jin;Bae, Joong-Myeon
    • 한국신재생에너지학회:학술대회논문집
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    • 2009.06a
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    • pp.349-352
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    • 2009
  • In this study, the relation between the performance degradation of SOFC single cell and the increase of polarization resistance for the cathode is investigated. $Pr_{0.3}Sr_{0.7}Co_{0.3}Fe_{0.7}O_3$(PSCF3737, $19.4{\times}10^{-6}K^{-1}$) and $Gd_{0.1}Ce_{0.9}O_2$ (CGO91, $12{\times}10^{-6}K^{-1}$) are used as a cathode and an electrolyte, respectively. The polarization resistance of cathode is increased due to the delamination caused by thermal expansion coefficient difference. The voltage drop with 10%/1000h decline rate occurs during long-term, when the interface between the cathode and the electrolyte is delaminated due to TEC difference.

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Experimental Study on the Effect of Particle Size Distribution of Soil to the Liquefaction Resistance Strength (입도분포가 액상화 저항강도에 미치는 영향에 관한 실험적 연구)

  • Choi, Mun-Gyu;Seo, Kyung-Bum;Park, Seong-Yong;Kim, Soo-Il
    • Proceedings of the Korean Geotechical Society Conference
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    • 2005.03a
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    • pp.1126-1133
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    • 2005
  • The effects of mean particle size and uniformity coefficient of dredged soils to the liquefaction resistance strength and dynamic characteristics are experimentally studied in this paper. Representative 4 mean particle sizes and 3 uniformity coefficients were selected and 12 representative particle size distribution curves which have different mean particle sizes and uniformity coefficients, were artificially manufactured using the real dredged river soil. Cyclic triaxial tests and torsional shear tests were carried out to analyze the effect of mean particle size and uniformity coefficient to the liquefaction resistance strength and dynamic characteristics of soils.

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A Study on the Wear and Lubricating Properties of Porous PTFE Composite (다공성 PTFE 복합소재의 마모 및 윤활 특성 연구)

  • Kim, Y.S.;Kim, H.Y.;Ju, C.S.
    • Journal of Power System Engineering
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    • v.15 no.6
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    • pp.81-85
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    • 2011
  • Because of excellent mechanical properties, such as good friction coefficient and heat resistance characteristics, PTFE parts have been widely used in the industries. However, the poor wear resistance of PTFE has been a main problem limiting wider applications. In this study, to improve the poor wear resistance of PTFE, porous PTFE composites were prepared by mixing additives(sodium bicarbonate and graphite) with PTFE powder. The friction coefficient, wear resistance and lubricating property of porous PTFE composites were measured and the results were compared with those of untreated PTFE.