• Journal of the Korean Statistical Society
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• 제24권1호
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• pp.77-90
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• 1995

The Lagrange multiplier test statistics for seasonal unit roots are derived and the asymptotic distributions of the derived statistics are obtained. The relationship between the derived LM test statistics and the "DHF" type regression t statistics are shown.are shown.

• Journal of the Korean Statistical Society
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• 제29권2호
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• pp.231-245
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• 2000

This paper considers a linear regression model with space and time data in where the disturbances follow spatially correlated error components. We provide the best linear unbiased predictor for the one way error components. We provide the best linear unbiased predictor for the one way error component model with spatial autocorrelation. Further, we derive two diagnostic test statistics for the assessment of model specification due to spatial dependence and random effects as an application of the Lagrange Multiplier principle.

• Journal of Plant Biotechnology
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• 제46권4호
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• pp.303-309
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• 2019

본 연구에서는 편백의 다신초 유도를 통한 기내 식물체 재분화기술을 개발하고자 본 연구를 수행하였다. 이를 위해 먼저 다신초 유도를 위한 적정 싸이토키닌의 종류 및 농도별 처리에서 1/2LM배지에 0.2 mg/L zeatin의 처리구에서 가장 높은 73%였으며, 절편체 당 평균 3.9개 다신초가 유도되었다. 그리고 싸이토키닌의 고농도→저농도의 순차적 처리의 경우 5.0 mg/L→0.5 mg/L zeatin 처리구에서 100%의 신초 유도율과 절편체 당 17.1개의 가장 많은 다신초가 유도되어 다신초 유도를 위한 최적 조건으로 확인되었다. 신초의 길이신장을 위한 배지는 LM배지에서 배양할 경우 2.62 cm로 가장 좋은 길이생장의 결과를 얻었다. 신초정단부의 갈변화 현상을 억제하기 위해 항산화제 처리 결과 0.5% MES처리구에서 37.5%의 갈변화증상만이 보여 무처구에 비해 2.5배 이상 갈변화 억제 효과가 있었으며, 그에 따른 줄기 길이 신장 또한 1.3 cm로 가장 좋게 나타났다. 신초의 발근은 0.2 mg/L IBA처리구에서 65% 발근율과 3.9개 뿌리가 유도되어 가장 효과적인 처리구였으며, 이렇게 재분화된 기내식물체는 순화를 거쳐 현재 생육포지에서 활발히 생육 중에 있다.

• 한국재료학회지
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• 제24권10호
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• pp.520-525
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• 2014

Effects of Cu and B on effective grain size and low-temperature toughness of thermo-mechanically processed high-strength bainitic steels were investigated in this study. The microstructure of the steel specimens was analyzed using optical, scanning, and transmission electron microscopy; their effective grain size was also characterized by electron back-scattered diffraction. To evaluate the strength and low-temperature toughness, tensile and Charpy impact tests were carried out. The specimens were composed of various low-temperature transformation products such as granular bainite (GB), degenerated upper bainite (DUB), lower bainite (LB), and lath marteniste (LM), dependent on the addition of Cu and B. The addition of Cu slightly increased the yield and tensile strength, but substantially deteriorated the low-temperature toughness because of the higher volume fraction of DUB with a large effective grain size. The specimen containing both Cu and B had the highest strength, but showed worse low-temperature toughness of higher ductile-brittle transition temperature (DBTT) and lower absorbed energy because it mostly consisted of LB and LM. In the B-added specimen, on the other hand, it was possible to obtain the best combination of high strength and good low-temperature toughness by decreasing the overall effective grain size via the appropriate formation of different low-temperature transformation products containing GB, DUB, and LB/LM.

• Computers and Concrete
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• 제19권5호
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• pp.579-588
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• 2017

Creep and shrinkage are the main types of volume change with time in concrete. These changes cause deflection, cracking and stresses that affect durability, serviceability, long-term reliability and structural integrity of civil engineering infrastructure. Although laboratory test may be undertaken to determine the deformation properties of concrete, these are time-consuming, often expensive and generally not a practical option. Therefore, relatively simple empirically design code models are relied to predict the creep strain. This paper reviews the accuracy of creep and shrinkage predictions of reinforced concrete (RC) shear walls structures strengthened with carbon fibre reinforced polymer (CFRP) plates, which is characterized by a widthwise varying fibre volume fraction. This review is yielded by three commonly used international "code type" models. The assessed are the: CEB-FIP MC 90 model, ACI 209 model and Bazant & Baweja (B3) model. The time-dependent behavior was investigated to analyze their seismic behavior. In the numerical formulation, the adherents and the adhesives are all modelled as shear wall elements, using the mixed finite element method. Several tests were used to demonstrate the accuracy and effectiveness of the proposed method. Numerical results from the present analysis are presented to illustrate the significance of the time-dependency of the lateral displacements and eigenfrequencies modes.

• 한국재료학회지
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• 제23권8호
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• pp.423-429
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• 2013

Recently, steel structures have increasingly been required to have sufficient deformability because they are subjected to progressive or abrupt displacement arising from structure loading itself, earthquake, and ground movement in their service environment. In this study, high-strength low-carbon bainitic steel specimens with enhanced deformability were fabricated by varying thermo-mechanical control process conditions consisting of controlled rolling and accelerated cooling, and then tensile and Charpy V-notch impact tests were conducted to investigate the correlation between microstructure and mechanical properties such as strength, deformability, and low-temperature toughness. Low-temperature transformation phases, i.e. granular bainite (GB), degenerate upper bainite(DUB), lower bainite(LB) and lath martensite(LM), together with fine polygonal ferrite(PF) were well developed, and the microstructural evolution was more critically affected by start and finish cooling temperatures than by finish rolling temperature. The steel specimens start-cooled at higher temperature had the best combination of strength and deformability because of the appropriate mixture of fine PF and low-temperature transformation phases such as GB, DUB, and LB/LM. On the other hand, the steel specimens start-cooled at lower temperature and finish-cooled at higher temperature exhibited a good low-temperature toughness because the interphase boundaries between the low-temperature transformation phases and/or PF act as beneficial barriers to cleavage crack propagation.

• 한국해양공학회지
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• 제27권1호
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• pp.1-8
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• 2013

This paper presents the results of experimental and numerical research on the slamming phenomenon. Two experimental techniques were proposed in this study. The traditional free drop tests were carried out. However, the free drop tests done in this study using an LM guide showed excellent repeatability, unlike those of other researchers. The coefficients of variation for the drop test done in this experiment were less than 0.1. The other experimental technique proposed in this study was a novel concept that used a pneumatic cylinder. The pneumatic cylinder could accelerate the specimen over a very short distance from the free surface. As a result, high rates of repeatability were achieved. In the numerical study, the development of in-house code and utilization of commercial code were carried out. The in-house code developed was based on the boundary element method. It is a potential code. This was mostly applied to the computation of the wedge entry problem. The commercial code utilized was FLUENT. Most of the previous slamming research was done under the assumption of a constant body velocity all through the impact process, which is not realistic at all. However, the interaction of a fluid and body were taken into account by employing a user-defined function in this study. The experimental and numerical results were compared. The in-house code based on BEM showed better agreement than that of the FLUENT computation when it cames to the wedge computation. However, the FLUENT proved that it could deal with a very complex geometry while BEM could not. The proposed experimental and numerical procedures were shown to be very promising tools for dealing with slamming problems.

• 로봇학회논문지
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• 제11권3호
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• pp.140-145
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• 2016

In this paper, we fabricate arrayed-type flexible capacitive touch sensor using liquid metal (LM) droplets (4 mm spatial resolution). Poly-4-vinylphenol (PVP) layer is used as a dielectric layer on the electrode patterned Polyethylene naphthalate (PEN) film. Bonding tests between hydroxyl group (-OH) on the PVP film and polydimethylsiloxane (PDMS) are conducted in a various $O_2$ plasma treatment conditions. Through the tests, we can confirm that non-$O_2$ plasma treated PVP layer and $O_2$ plasma treated PDMS can make a chemical bond. To measure dynamic range of the device, one-cell experiments are conducted and we confirmed that the fabricated device has a large dynamic range (~60 pF).

• Wind and Structures
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• 제36권6호
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• pp.423-434
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• 2023

Aerodynamic force coefficients are generally obtained from traditional wind tunnel tests or computational fluid dynamics (CFD). Unfortunately, the techniques mentioned above can sometimes be cumbersome because of the cost involved, such as the computational cost and the use of heavy equipment, to name only two examples. This study proposed to build a deep neural network model to predict the aerodynamic force coefficients based on data collected from CFD simulations to overcome these drawbacks. Therefore, a series of CFD simulations were conducted using different geometric parameters to obtain the aerodynamic force coefficients, validated with wind tunnel tests. The results obtained from CFD simulations were used to create a dataset to train a multilayer perceptron artificial neural network (ANN) model. The models were obtained using three optimization algorithms: scaled conjugate gradient (SCG), Bayesian regularization (BR), and Levenberg-Marquardt algorithms (LM). Furthermore, the performance of each neural network was verified using two performance metrics, including the mean square error and the R-squared coefficient of determination. Finally, the ANN model proved to be highly accurate in predicting the force coefficients of similar bridge sections, thus circumventing the computational burden associated with CFD simulation and the cost of traditional wind tunnel tests.

• 한국도로학회논문집
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• 제7권1호
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• pp.11-20
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• 2005

본 연구는 재활용 아스팔트 혼합물의 역학적 특성과 재생혼합물 내 바인더의 대형분자(Large molecular size : LMS)와의 상관성을 조사하였다. 재생 혼합물은 여러 가지 혼합 방법으로 제작하여 역학적 강도 시험을 수행하였고 재생혼합물 내의 RAP 굵은골재(R), 매트릭스(M) 및 신규 굵은골재(V) 시료에 코팅된 바인더의 노화 상태를 gel-permeation chromatography(GPC)를 통해 조사하였다. 재생혼합물 내 바인더의 노화상태 분석을 위한 혼합물 제조에는 원형골재 (13mm 강자갈)가 굵은골재로 사용되었다. GPC를 통한 재생혼합물 내 바인더의 노화상태를 분석한 결과 신 구 바인더의 노화 정도에 차이를 확인했으며, 혼합 방법에 따라 재생혼합물의 바인더 노화 상태가 서로 상이함을 확인하였다. 역학적 강도 특성과 R, M, V시료의 LMS에 대한 상관성분석결과 재생혼합물의 역학적 특성이 혼합물 내의 재료 중 어느 특정 재료의 바인더 LMS와 더 밀접한 상관관계를 보였다. 또한 LMS가 어느 정도 증가될 때까지는 강도특성이 향상되나 LMS가 보다 더 커지면 강도성능이 저하되는 경향을 보여 혼합물 제조시 제대로 회복되지 못한 노화된 아스팔트가 향후 노화가 더욱 진행되면 재생혼합물의 강도 성능이 저하될 것으로 판단되었다.