• 한국시뮬레이션학회논문지
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• 제28권1호
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• pp.99-107
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• 2019

기존 본 연구팀에서 연구한 직사화기 무기효과 산출방법론은 JMEM(Joint Munitions Effectiveness Manuals : 합동탄약효과편람)내(內) 표적에 대해서만 무기효과자료를 산출 가능하다는 제한 사항을 가지고 있었다. 따라서 본 연구에서는 JMEM 이외의 현실적 표적을 추가하여 무기효과자료를 산출하는 방법을 인공신경망(ANN : Artificial Neural Network)을 적용하여 도출하는 데 중점을 두었다. 즉, 미국 JMEM내(內) 표적의 제원과 효과지수인 취약면적(Av : vulnerable area)을 이용하여 인공신경망의 예측모델을 학습시키고, 학습된 예측모델에 현실적 표적의 제원을 적용하여 취약면적을 계산한다. 최종적으로 본 연구팀이 연구한 기존 직사화기 무기효과 산출방법론에 계산된 취약면적을 적용하여 살상확률(Pk)을 계산하는 방법론을 제시하였다.

• Advances in Energy Research
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• 제8권2호
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• pp.95-110
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• 2022

Wind energy can be utilized for the generation of electricity, due to significant wind potential at different parts of the world, some countries have already been generating of electricity through wind. Pakistan is still well behind and has not yet made any appreciable effort for the same. The objective of this work was to add some new strategies to calculate Weibull parameters and assess wind energy potential. A new approach calculates Weibull parameters; we also developed an alternate formula to calculate shape parameters instead of the gamma function. We obtained k (shape parameter) and c (scale parameter) for two-parameter Weibull distribution using five statistical methods for five different cities in Pakistan. Maximum likelihood method, Modified Maximum likelihood Method, Method of Moment, Energy Pattern Method, Empirical Method, and have been to calculate and differentiate the values of (shape parameter) k and (scale parameter) c. The performance of these five methods is estimated using the Goodness-of-Fit Test, including root mean square error, mean absolute bias error, mean absolute percentage error, and chi-square error. The daily 10-minute average values of wind speed data (obtained from energydata.info) of different cities of Pakistan for the year 2016 are used to estimate the Weibull parameters. The study finds that Hyderabad city has the largest wind potential than Karachi, Quetta, Lahore, and Peshawar. Hyderabad and Karachi are two possible sites where wind turbines can produce reasonable electricity.

• 한국강구조학회 논문집
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• 제17권5호통권78호
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• pp.527-536
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• 2005

외부 긴장재를 이용한 보강공법은 효과적인 보강기술의 하나로써 연구되고 있으며 그 적용사례가 증가하고 있다. 본 논문에서는 기존 강합성 교량의 내하력 향상을 위해 외부 긴장재의 초기 긴장력 결정 방법을 제안하였다. 긴장재의 배치 형상과 재하되는 활하중의 종류에 따른 증가 프리스트레스력 계산식을 구하여 강합성보의 보강효과를 수치적으로 분석하였다. 증가 프리스트레스력을 고려한 내하율 산정 방법을 제안하여 긴장재 개수와 초기 긴장력의 계산 방법을 제시하였다. 제안된 방법을 실교량에 적용하여 합리성을 보였다.

• 한국항행학회논문지
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• 제9권1호
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• pp.56-60
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• 2005

UWB 통신 시스템의 비트 오율을 계산하기 위해서는 다중 사용자 간섭의 정확한 표현식이 필수적이다. 지금까지, 많은 연구에서 다중 사용자 간섭은 가우시안 근사에 의하여 모델링되었다. 그러나 이 방법은 매우 큰 오차를 수반하는 것으로 알려져 있다. MAI에 대한 정확한 모델링을 위한 여러 논문이 발표되었지만, 비트 오율 계산 시 매우 많은 시간이 걸리는 문제점이 있다. 이 논문에서 BPSK를 이용하는 UWB-TH 시스템의 비트 오율을 계산하기 위한 간단한 표현식을 제시한다. 이때, 다중 사용자 간섭은 가우시안 근사에 바탕을 둔 특성함수 방법으로 설명되었다. 이 방법을 이용하면 UWB-TH 시스템의 비트 오율을 쉽고 빠르게 그리고 보다 정확히 계산할 수 있다.

• Bulletin of the Korean Chemical Society
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• 제32권spc8호
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• pp.3051-3056
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• 2011

We calculate the free energy surfaces for two small proteins and a protein-RNA complex system by using a lattice model approach. In particular, we employ the Munoz-Eaton model, which is a native-structure based statistical mechanical model for studying protein folding problem. The model can provide very useful insights into the folding mechanisms by allowing one to calculate the free energy surfaces efficiently. We first calculate the free energy surfaces of ubiquitin and BBL, using both approximate and recently developed exact solutions of the model. Ubiquitin exhibits a typical two-state folding behavior, while BBL downhill folding in our study. We then extend the method to study of a protein-RNA complex. In particular, we focus on PAZ-siRNA complex. In order to elucidate the interplay between folding and binding kinetics for this system we perform comparative studies of PAZ only, PAZ-siRNA complex and two mutated complexes. We find that folding and binding are strongly coupled with each other and the bound PAZ is more stable than the unbound PAZ. Our results also suggest that the binding sites of the siRNA may serve act as a nucleus in the folding process.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제14권2호
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• pp.610-630
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• 2020

A large number of people suffered from traffic accidents each year, so people pay more attention to traffic safety. However, the traditional methods use laser sensors to calculate the vehicle distance at a very high cost. In this paper, we propose a method based on deep learning to calculate the vehicle distance with a monocular camera. Our method is inexpensive and quite convenient to deploy on the mobile platforms. This paper makes two contributions. First, based on Light-Head RCNN, we propose a new vehicle detection framework called Light-Car Detection which can be used on the mobile platforms. Second, the planar homography of projective geometry is used to calculate the distance between the camera and the vehicles ahead. The results show that our detection system achieves 13FPS detection speed and 60.0% mAP on the Adreno 530 GPU of Samsung Galaxy S7, while only requires 7.1MB of storage space. Compared with the methods existed, the proposed method achieves a better performance.

• Journal of Magnetics
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• 제21권3호
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• pp.431-436
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• 2016

In the design of transformer winding, natural vibration frequency is an important parameter. This paper presents a 2D model to calculate axial vibration natural frequency of power transformer winding based on the elastic dynamics theory, and according to the elastic support equivalent principle of radial pressboards. The 3D model to calculate natural vibration frequency can be simplified as a 2D one as the support of pressboards on the winding is same. It is verified that results of the 2D model are consistent with those of 3D one, but the former can achieve much higher calculation efficiency. It shows that increasing the width and number of pressboards can improve axial natural frequency through formula analysis and simulation, and also the relations between the changes of axial pre-compression and axial natural vibration frequency on the windings are investigated. Finally, the proposed 2D model's effectiveness is proved when compared with tested ones.

• 한국지진공학회논문집
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• 제22권6호
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• pp.311-322
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• 2018

As a method of seismic-design for pile-supported wharves, equivalent static analysis, response spectrum analysis, and time history analysis method are applied. Among them, the response spectrum analysis is widely used to obtain the maximum response of a structure. Because the ground is not modeled in the response spectrum analysis of pile-supported wharves, the amplified input ground acceleration should be calculated by ground classification or seismic response analysis. However, it is difficult to calculate the input ground acceleration through ground classification because the pile-supported wharf is build on inclined ground, the methods to calculate the input ground acceleration proposed in the standards are different. Therefore, in this study, the dynamic centrifuge model tests and the response spectrum analysis were carried out to calculate the appropriate input ground acceleration. The pile moment in response spectrum analysis and the dynamic centrifuge model tests were compared. As a result of comparison, it was shown that the response spectrum analysis results using the amplified acceleration in the ground surface were appropriate.

• 천문학회지
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• 제37권5호
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• pp.589-592
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• 2004

We calculate the probability to form giant radio halos (${\~}$ 1 Mpc size) as a function of the mass of the host clusters by using a Statistical Magneto-Turbulent Model (Cassano & Brunetti, these proceedings). We show that the expectations of this model are in good agreement with the observations for viable values of the parameters. In particular, the abrupt increase of the probability to find radio halos in the more massive galaxy clusters ($M {\ge} 2{\times}10^{15} M_{\bigodot}$) can be well reproduced. We calculate the evolution with redshift of such a probability and find that giant radio halos can be powered by particle acceleration due to MHD turbulence up to z${\~}$0.5 in a ACDM cosmology. Finally, we calculate the expected Luminosity Functions of radio halos (RHLFs). At variance with previous studies, the shape of our RHLFs is characterized by the presence of a cut-off at low synchrotron powers which reflects the inefficiency of particle acceleration in the case of less massive galaxy clusters.

• 한국정보통신학회논문지
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• 제10권12호
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• pp.2121-2125
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• 2006

본 논문은 엔지니어링 기술진흥법 제10조에 근거하여 엔지니어링 대가를 계산하는 경우에 적용하고 있는 공사비 요율방식의 공사비 요율을 산출하는 방식을 이론적으로 고찰하였다. 기존의 공사비 요율은 경험치에 의한 통계방식 또는 외국에서 적용되고 있는 요율을 기준으로 산출하여 왔다. 이 논문에서 제시하는 공사비 요율 산출방식은 기존의 경험통계에 의한 요율곡선을 적용하면서 요율산출에 필요한 요소를 이론적으로 적용하는 것으로서 통신부문의 엔지니어링 대가 산정에 필요로 하는 공사비 요율을 합리적으로 산출할 수 있다.