• 제목/요약/키워드: Position Prediction

검색결과 530건 처리시간 0.028초

기화열을 고려한 콘크리트의 온도평가시스템 개발 (Heat Evaluation System in Concrete Considering Evaporation Heat)

  • 이태규
    • 한국콘텐츠학회논문지
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    • 제15권12호
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    • pp.604-611
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    • 2015
  • 고온으로 인하여 콘크리트 내부의 수분이 증발할 경우 주변의 온도를 흡수하는 기화열이 발생하게 된다. 이에 따라 콘크리트의 내부온도는 외부의 온도가 지속적으로 증가함에도 불구하고 증가율이 둔화되는 현상이 나타나게 된다. 본 논문은 고강도 콘크리트 부재의 고온 하에서의 기화열을 고려한 내부의 온도변화를 예측하고자 하는 것으로 부재 내부의 임의의 위치에서의 온도를 산정하기 위하여 유한요소방식을 적용하였다. 이러한 해석기법의 정확성을 검증하기 위하여 여러 다른 연구자들에 의한 실험 데이터와 비교하였으며, 그 결과 기화열로 인하여 온도가 소실되는 현상을 포함한 전반적인 부재 내부의 온도분포 거동이 실제 실험 데이터와 거의 유사하게 나타나는 것으로 확인되었다.

뉴런 활성화 경사 최적화를 이용한 개선된 플라즈마 모델 (An improved plasma model by optimizing neuron activation gradient)

  • 김병환;박성진
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2000년도 제15차 학술회의논문집
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    • pp.20-20
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    • 2000
  • Back-propagation neural network (BPNN) is the most prevalently used paradigm in modeling semiconductor manufacturing processes, which as a neuron activation function typically employs a bipolar or unipolar sigmoid function in either hidden and output layers. In this study, applicability of another linear function as a neuron activation function is investigated. The linear function was operated in combination with other sigmoid functions. Comparison revealed that a particular combination, the bipolar sigmoid function in hidden layer and the linear function in output layer, is found to be the best combination that yields the highest prediction accuracy. For BPNN with this combination, predictive performance once again optimized by incrementally adjusting the gradients respective to each function. A total of 121 combinations of gradients were examined and out of them one optimal set was determined. Predictive performance of the corresponding model were compared to non-optimized, revealing that optimized models are more accurate over non-optimized counterparts by an improvement of more than 30%. This demonstrates that the proposed gradient-optimized teaming for BPNN with a linear function in output layer is an effective means to construct plasma models. The plasma modeled is a hemispherical inductively coupled plasma, which was characterized by a 24 full factorial design. To validate models, another eight experiments were conducted. process variables that were varied in the design include source polver, pressure, position of chuck holder and chroline flow rate. Plasma attributes measured using Langmuir probe are electron density, electron temperature, and plasma potential.

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Evaluating High-Degree-and-Order Gravitational Harmonics and its Application to the State Predictions of a Lunar Orbiting Satellite

  • Song, Young-Joo;Kim, Bang-Yeop
    • Journal of Astronomy and Space Sciences
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    • 제32권3호
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    • pp.247-256
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    • 2015
  • In this work, an efficient method with which to evaluate the high-degree-and-order gravitational harmonics of the non-sphericity of a central body is described and applied to state predictions of a lunar orbiter. Unlike the work of Song et al. (2010), which used a conventional computation method to process gravitational harmonic coefficients, the current work adapted a well-known recursion formula that directly uses fully normalized associated Legendre functions to compute the acceleration due to the non-sphericity of the moon. With the formulated algorithms, the states of a lunar orbiting satellite are predicted and its performance is validated in comparisons with solutions obtained from STK/Astrogator. The predicted differences in the orbital states between STK/Astrogator and the current work all remain at a position of less than 1 m with velocity accuracy levels of less than 1 mm/s, even with different orbital inclinations. The effectiveness of the current algorithm, in terms of both the computation time and the degree of accuracy degradation, is also shown in comparisons with results obtained from earlier work. It is expected that the proposed algorithm can be used as a foundation for the development of an operational flight dynamics subsystem for future lunar exploration missions by Korea. It can also be used to analyze missions which require very close operations to the moon.

UV 나노임프린트 공정에서의 수지 액적 증발 거동 분석 (Analysis of the Evaporation Behavior of Resin Droplets in UV-Nanoimprint Process)

  • 최두순;김기돈
    • 소성∙가공
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    • 제18권3호
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    • pp.268-273
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    • 2009
  • Ultraviolet nanoimprint lithography (UV-NIL), which is performed at a low pressure and at room temperature, is known as a low cost method for the fabrication of nano-scale patterns. In the patterning process, maintaining the uniformity of the residual layer is critical as the pattern transfer of features to the substrate must include the timed etch of the residual layer prior to the etching of the transfer layer. In pursuit of a thin and uniform residual layer thickness, the initial volume and the position of each droplet both need to be optimized. However, the monomer mixtures of resin had a tendency to evaporate. The evaporation rate depends on not only time, but also the initial volume of the monomer droplet. In order to decide the initial volume of each droplet, the accurate prediction of evaporation behavior is required. In this study, the theoretical model of the evaporation behavior of resin droplets was developed and compared with the available experimental data in the literature. It is confirmed that the evaporation rate of a droplet is not proportional to the area of its free surface, but to the length of its contact line. Finally, the parameter of the developed theoretical model was calculated by curve fitting to decide the initial volume of resin droplets.

4-자유도 배관 관절의 설계 및 동적 거동 예측 (Design and Dynamic Behavior Prediction of a 4-DOF Piping Joint)

  • 이윤용;강환국;이종림;임승철
    • 한국소음진동공학회논문집
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    • 제26권3호
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    • pp.298-307
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    • 2016
  • In the building process of FPSOs(floating production, storage and offloading units) is the increasing demand of high performance piping joints that can be installed on its turret system and maintain smooth and long-term flow of ultra-high pressure crude oil, being subjected to external excitations such as wind and wave on the sea. Following such a trend, in this paper, a new-type piping joint of four effective degrees of freedom has been designed, and its dynamic characteristics predicted through mathematical modeling and computer simulations. Moreover, via an example it was shown how the yaw motion in particular can be independently controlled for future durability test despite strong kinetic couplings.

Study on the Unsteady Wakes Past a Square Cylinder near a Wall

  • Kim Tae Yoon;Lee Bo Sung;Lee Dong Ho
    • Journal of Mechanical Science and Technology
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    • 제19권5호
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    • pp.1169-1181
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    • 2005
  • Experimental and numerical studies on the unsteady wake field behind a square cylinder near a wall were conducted to find out how the vortex shedding mechanism is correlated with gap flow. The computations were performed by solving unsteady 2-D Incompressible Reynolds Averaged Navier-Stokes equations with a newly developed ${\epsilon}-SST$ turbulence model for more accurate prediction of large separated flows. Through spectral analysis and the smoke wire flow visualization, it was discovered that velocity profiles in a gap region have strong influences on the formation of vortex shedding behind a square cylinder near a wall. From these results, Strouhal number distributions could be found, where the transition region of the Strouhal number was at $G/D=0.5{\sim}0.7$ above the critical gap height. The primary and minor shedding frequencies measured in this region were affected by the interaction between the upper and the lower separated shear layer, and minor shedding frequency was due to the separation bubble on the wall. It was also observed that the position (y/G) and the magnitude of maximum average velocity $(u/u_{\infty})$ in the gap region affect the regular vortex shedding as the gap height increases.

잎담배의 휘발성 정유성분과 담배연기의 관능특성과의 관계 (Relationship between Volatile Oil Components of Tobacco and Sensory Attributes of Tobacco Smoke)

  • 정기택;안대진;이종률
    • 한국연초학회지
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    • 제24권1호
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    • pp.13-20
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    • 2002
  • This study was conducted to evaluate the prediction of sensory attributes of tobacco smoke by the use of volatile oil components of tobacco. For analytical and sensory evaluations, twelve aging tobaccos (i.e., 3 crop years; 1998, 1999, 2000, and 4 stalk positions) were prepared in flue-cured and burley tobaccos. 61 volatile oil components and 5 sensory attributes such as irritation, impact, after taste, bitter and green were investigated. Irritation of flue-cured tobacco, and irritation and impact of burley tobacco were significantly increased with the ascending stalk position, whereas after taste of burley tobacco was significantly decreased. Significantly positive correlations among irritation, impact, and bitter were observed in flue-cured tobacco. A significantly positive correlation between irritation and bitter was observed, significantly negative correlations between after taste and irritation and between after taste and impact were observed in burley tobacco. Except for green of burley tobacco, all probabilities of multiple linear regression equations between volatile oil components of tobacco and sensory attributes of tobacco smoke were significant(P$\leq$0.05). This study suggests that the multiple linear regression equations may be useful to predict the sensory attributes of tobacco smoke with a few selected volatile oil components of tobacco.

플라이휠 에너지 저장장치 회전체계의 동역학적 설계 및 해석 (Rotordynamic Design and Analysis of the Rotor-Bearing System of a 500Wh Flywheel Energy Storage Device)

  • 최상규;김영철;경진호
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 1997년도 춘계학술대회논문집; 경주코오롱호텔; 22-23 May 1997
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    • pp.283-289
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    • 1997
  • A 500Wh class high-speed Flywheel Energy Storage System (FESS) driven by a built-in BLDC motor/generator has been designed, which runs from 30000 to 60000rpm nominally. Due to the motor/generator inside, the flywheel rotor made of composites supported by PM/EM hybrid bearing system has a shape of bell or pendulum and thus requires accurate rotordynamic analyses and prediction of its dynamic behavior to secure the operating reliability. Rotordaynamic analyses of the flywheel rotor-bearing system revealed that the bell shaped rotor has two conical rigid-body modes in the system operating range and the first conical mode, of which nodal point lies in the radial EM bearing position, can adversely affect the dynamic response of the rotor at the corresponding critical speed. To eliminate the possibility of wild behavior of the rotor, two guide bearings are adopted at the upper end of the rotor and motor/generator. It was also revealed that the EM bearing stiffness of 0.5~1.0E+6 N/m and damping of 2000 Ns/m are favorable for smooth operation of the system around the 2nd critical speed.

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Inflow Prediction and First Principles Modeling of a Coaxial Rotor Unmanned Aerial Vehicle in Forward Flight

  • Harun-Or-Rashid, Mohammad;Song, Jun-Beom;Byun, Young-Seop;Kang, Beom-Soo
    • International Journal of Aeronautical and Space Sciences
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    • 제16권4호
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    • pp.614-623
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    • 2015
  • When the speed of a coaxial rotor helicopter in forward flight increases, the wake skew angle of the rotor increases and consequently the position of the vena contracta of the upper rotor with respect to the lower rotor changes. Considering ambient air and the effect of the upper rotor, this study proposes a nonuniform inflow model for the lower rotor of a coaxial rotor helicopter in forward flight. The total required power of the coaxial rotor system was compared against Dingeldein's experimental data, and the results of the proposed model were well matched. A plant model was also developed from first principles for flight simulation, unknown parameter estimation and control analysis. The coaxial rotor helicopter used for this study was manufactured for surveillance and reconnaissance and does not have any stabilizer bar. Therefore, a feedback controller was included during flight test and parameter estimation to overcome unstable situations. Predicted responses of parameter estimation and validation show good agreement with experimental data. Therefore, the methodology described in this paper can be used to develop numerical plant model, study non-uniform inflow model, conduct performance analysis and parameter estimation of coaxial rotor as well as other rotorcrafts in forward flight.

중궤도(ICO) 통신 위성의 전파 전달 특성 분석 (The Characteristic Analysis of Wave Propagation for ICO Communication Satellite)

  • 박대성;이준호;최재훈
    • 한국전자파학회논문지
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    • 제9권2호
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    • pp.199-210
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    • 1998
  • 최근 들어 활발하게 연구되고 있는 저궤도 위성 이동 통신 시스템은 서비스 지역 내의 전파 수신 환경이 통신 품질을 좌우하므로, 시뮬레이션을 통해 수신 지역의 전파 환경을 분석.예측하는 것이 무엇보다도 중요하다. 본 논문에서는 파추적법을 이용하여 위성 서비스 지역내의 전파 수선 환경을 예측하였다. 먼저, 연구에 필요한 가상 공간 및 구조물을 설정한 뒤 위성의 방위각 및 앙각을 변화사켜 가면서 각 지점에서의 수신 전력 및 지연 프로파 일을 파추적법을 이용한 시뮬레이션을 통하여 구하였다. 본 논문의 목적은 2 GHz 주파수대역을 갖는 위성 통신 망에서의 전파 전달 특성을 해석하고 이해하는데에 있다. 이를 통해 위성 이동 통신에서의 송.수선 시스댐 설계와 위성망 구축에 도움을 줄 수 있을 것이다.

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