• Title/Summary/Keyword: 선형예측이론

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Estimation of Ultimate Bearing Capacity of Gravel Compaction Piles Using Nonlinear Regression Analysis (비선형 회귀분석을 이용한 쇄석다짐말뚝의 극한지지력 예측)

  • Park, Joon Mo;Han, Yong Bae;Jang, Yeon Soo
    • Journal of Korean Society of Coastal and Ocean Engineers
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    • v.25 no.2
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    • pp.112-121
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    • 2013
  • The calibration of resistance factor in reliability theory for limit state design of gravel compaction piles (GCP) requires a reliable estimate of ultimate bearing capacity. The static load test is commonly used in geotechnical engineering practice to predict the ultimate bearing capacity. Many graphical methods are specified in the design standard to define the ultimate bearing capacity based on the load-settlement curve. However, it has some disadvantages to ensure reliability to obtain an uniform ultimate load depend on engineering judgement. In this study, a well-fitting nonlinear regression model is proposed to estimate the ultimate bearing capacity, for which a nonlinear regression analysis is applied to estimate the ultimate bearing capacity of GCP and the results are compared with those calculated using previous graphical method. Affect the resistance factor of the estimate method were analyzed. To provide a database in the development of limit state design, the load test conditions for predicting the ultimate bearing capacity from static load test are examined.

The Flight Trajectory of a Boomerang Simulated with Helicopter Theories (회전익 이론을 이용한 부메랑의 비행 궤적 연구)

  • Jang,Se-Myeong
    • Journal of the Korean Society for Aeronautical & Space Sciences
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    • v.31 no.1
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    • pp.49-57
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    • 2003
  • The flight trajectory of a boomerang is predicted with the momentum theory (actuating disk theory) and the blade element method generally used as tools to analyze in the rotary-wing aerodynamics. Boomerangs made by students are actually compared with the computational results, utilized to get the physical intuition. The transition from helicopter mode to autogyro mode with the gyroscopic precession is observed in numerical analysis and experiment like a 'flying rotor' after the boomerang taking off. The whole system is shown to be highly nonlinear and very sensitive to the initial conditions. Various flight loci may be obtained if we change the parameters.

Analysis on the Fracture Mechanisms of SFRC under Tension (강섬유보강 콘크리트의 인장파괴메카니즘에 대한 이론연구)

  • 김규선;이차돈;심종성;최기봉;박제선
    • Magazine of the Korea Concrete Institute
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    • v.5 no.2
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    • pp.141-150
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    • 1993
  • 콘크리트내에 짧은 길이를 갖고 임의의 방향으로 배향된 강섬유는 콘크리트가 인장응력을 받을 때 일반콘크리트에 비하여 인장강도와 연성을 증가시키며 이는 콘크리트모체내 강섬유의 균열억제메카니즘에 기인한다. 본연구에서는 기존의 각기다른 spacing 개념들에 의하여 SFRC의 인장강도를 예측하고 정확한도를 실험치와 비교하여 평가하였는데 시험체의 경계조건 및 타설시의 진동으로 인한 콘크리트내 강섬유의 재향성을 고려한 단위면적당 섬유수(N1)개념이 실행결과와 가장 좋은 상관관계를 나타내었다. 또한 SFRC의 강도후 영역에 대한 이론적인 해석이 고려되었으며 본 해석은 시험체의 경계조건, 진동효과, 콘크리트모체와 강섬유의 강섬유의 접촉면의 비선형부착특성 고려 및 특히 위험단면에서 매입길이가 다른 각 강섬유의 적합조건을 고려하였다.

A numerical analysis and experimental study on the prediction of spray characteristics (분무특성 예측을 위한 이론적 접근과 실험적 연구)

  • Yoon, S.J.;Cho, D.J.
    • Journal of ILASS-Korea
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    • v.3 no.2
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    • pp.1-13
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    • 1998
  • A theoretical and experimental study was carried out to predict the drop size distribution of the pressure swirl atomizer. Various analytical methods using the Kelvin-Helmholtz instability theory were tried to examine the wave growth on cylindrical liquid sheets. Cylinderical liquid sheets were extended to the case with the conical sheets. Perturbations due to tangential motion as well as longitudinal one were taken into account. And it was assumed that the breakup occurs when amplitude ratio exceeds exp(12), drop sizes were predicted only by theoretical approach. Drop size distribution was obtained by using maximum entropy formalism. Seven constraints in the form of the definition of mean diameter were used in this formulation in order to avoid the difficulties of estimating source terms. In this study $D_{10}$ only was introduced into the formulation as a constraint. The predicted drop size and drop size distribution agreed well with the measured data.

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Theoretical Approach to Estimate the Scour Length between Levee and Revetment in Submerged Overflow Conditions (잠수월류 시 보 주변 제방 세굴 길이 산정에 대한 이론적 접근)

  • Jeong, Seok il;Lee, Seung Oh
    • Proceedings of the Korea Water Resources Association Conference
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    • 2017.05a
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    • pp.113-113
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    • 2017
  • 중소하천에서 홍수 시 보 주변 흐름은 잠수월류(submerged overflow)의 형태이고, 이러한 조건 하의 보 파괴원인 중 가장 큰 부분은 제방과의 연결부에서 발생하는 세굴로 인한 것이다. 그러나 하천설계기준(2009)에서는 보 연결부 보호공에 대해 수리학적 특성과 유사적 특성을 고려한 적절한 세굴 범위를 제시하지 못하고 있는 실정이다. 또한 기존의 연구들은 주로 고정상 실험결과를 이용하여 세굴범위를 제시하고 있으며, 제체의 재료적 특성을 고려한 연구가 상대적으로 미약한 실정이다. 이에 본 연구에서는 제체의 재료적 특성(점성을 가진 유사 특성)을 고려하여 잠수월류 시 보 하류부 제방의 세굴길이를 도출하였다. 본 연구방법으로 이론적 접근에서 보 연결부 세굴을 유발하는 주요인자들을 활용하여 관계식을 제안하였고, 수리실험을 통해 제안된 식의 검증을 수행하였다. 수리실험은 균일 사다리꼴 단면의 직선 수로($7.0m(L){\times}2.0m(B){\times}0.5m(H)$)에서 이동상 제방구간(2.0m)과 고정상 제방구간을 나누어 실험의 효율성을 높이고자 하였으며, 이동상 제방 전용 다짐판 및 다짐 봉 등 자체적으로 제작된 실험 장비들이 이용되었다. 실험결과와 제시된 이론적 접근의 비교를 통해 제시된 이론식이 제체의 다짐도의 영향이 고려가 되지 않았음을 가정하였으며, Lee et al.(2001)의 연구를 참고하여 제체에 대한 다짐의 영향을 고려한 후 두 값들이 선형적인 비례 관계가 나타남을 확인하였다. 최종적으로 이러한 관계를 모두 고려한 잠수월류 시 보 하류부 세굴길이에 대한 예측식을 제안하였다. 본 예측식은 하천 계획 및 설계시 호안의 범위를 산정하는데 참고자료로 유용할 것으로 판단된다. 향후에는 완전월류(perfect overflow)에서 보 연결부 세굴에 대한 연구를 수행하여, 월류 형태 별 제방 세굴길이에 대한 연구를 완성하고자 한다.

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Verification of NASCOM : Nonlinear Finite Element Analysis for Structural Concrete (NASCOM에 의한 실험결과 예측)

  • 조순호
    • Magazine of the Korea Concrete Institute
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    • v.8 no.3
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    • pp.187-195
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    • 1996
  • A finite element formulation based on the CFT(Compression Field Theory), considering the effect of compression softening in cracked concrete, and macro-scopic and rotating crack models etc., was presented for the nonlinear behaviour of structural concrete. Considering the computational efficency and the ability of modelling the post-ultimate behaviour as major concerns, the Incremental displacement solution algorithm involving initial material stiffnesses and the relaxation procedure for fast convergence was adopted and formulated in a type of 8-noded quadrilateral isoparametric elements. The analysis program NASCOM(Non1inear Analysis of Structural Concrete by FEM : Monotonic Loading) developed in this way enables the predictions of strength and deformation capacities in a full range, crack patterns and their corresponding widths, and yield extents of reinforcement. As the verification purpose of NASCOM, the predictions were made for Bhide's Panel(PB21) and Leonhardt's deep beam tests. The predicted results shows somewhat stiff behaviour for the panel test, and vice versa for deep beam tests. More refining process would be necessary hereafter in terms of more accurately simulating the effects of tension-stiffening and compression softening in concrete.

Speech Recognition Using Formant Bandwidth Normalization (포만트 밴드폭 정규화를 이용한 음성인식)

  • 홍종진;강석건;박군작;박규태
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.16 no.5
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    • pp.458-467
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    • 1991
  • In this paper, the cause of linear prediction error is analysed and the theoretical basis for nomalizing the format bandwidth to 0is given and its validity is verified. The formant and bandwidth in relation to the position of the poles of AR filter are measured for an alaysis of the relation between the pole position and the formant bandwidth. By changing the glottis reflection coefficient to 1. the pole position and the formant bandwidth. By changing the glottis reflection coefficient to 1. the effect of the glottis is eliminated and as the result a new linear preiction coefficients are obtained by normalizing the formant bandwidth of the signal to 0. since these coefficients are symmetrical, the standard deviation is larger than the coefficients with fixed glottis reflection coefficient. The bit rate for speech coding can be reduced by a factor of 2 without any loss of information. Through computer simulation, recognition rate of 96.7% is botained by using the proposed algorithm in recognizing 5 Korean vowels in noisy environment.

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Transition Prediction of Flat-plate and Cone Boundary Layers in Supersonic Region Using $e^N$-Method ($e^N$-Method를 이용한 초음속 영역에서의 평판 및 원뿔형 경계층의 천이 예측)

  • Jang, Je-Sun;Park, Seung-O
    • 유체기계공업학회:학술대회논문집
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    • 2006.08a
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    • pp.235-238
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    • 2006
  • This paper is about the code that realizes the $e^N$-Method for boundary-layer transition prediction. The $e^N$-Method based on the linear stability theory is applied to predicting boundary-layer transition frequently. This paper deals with the construction of code, stability analysis and the calculation of N-factor. The results of transition prediction using the $e^N$-Method for flat plate/cone compressible boundary-layers are presented.

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Changes of Effective Elastic Moduli due to Crack Growth in Rock (암석내의 균열전파에 따른 유효탄성계수의 변화)

  • 신종진;전석원
    • Tunnel and Underground Space
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    • v.10 no.3
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    • pp.301-308
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    • 2000
  • Non-linear behavior of rock under compression can be predicted by a crack model. Crack growth in rock renders rock anisotropic. The degree of anisotropy is explained in terms of elastic moduli as a function of load level. In this study, we calculate the changes of elastic moduli due to crack growth numerically by using a crack model and compare these values with experimental results obtained from the measurement of ultrasonic wave velocities. Image processing technique is used to obtain the initial crack information needed for the numerical calculation of elastic moduli.

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Changes of Effective Elastic Moduli due to Crack Growth in Rock (암석내의 균열전파에 따른 유효탄성계수의 변화)

  • 신종진;전석원
    • Proceedings of the Korean Society for Rock Mechanics Conference
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    • 2000.09a
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    • pp.47-55
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    • 2000
  • Non-linear behavior of rock under compression can be predicted by a crack model. Crack growth in rock renders rock anisotropic. The degree of anisotropy is explained in terms of elastic moduli as a function of load level. In this study, we calculate the changes of elastic moduli due to crack growth numerically by using a crack model and compare these values with experimental results obtained from the measurement of ultrasonic wave velocities. Image processing technique is used to obtain the initial crack information needed for the numerical calculation of elastic moduli.

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