• 한국군사과학기술학회지
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• 제27권4호
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• pp.474-484
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• 2024

Reinforcement learning, which are also studied in the field of defense, face the problem of sample efficiency, which requires a large amount of data to train. Transfer learning has been introduced to address this problem, but its effectiveness is sometimes marginal because the model does not effectively leverage prior knowledge. In this study, we propose a stochastic initial state randomization(SISR) method to enable robust knowledge transfer that promote generalized and sufficient knowledge transfer. We developed a simulation environment involving a cooperative robot transportation task. Experimental results show that successful tasks are achieved when SISR is applied, while tasks fail when SISR is not applied. We also analyzed how the amount of state information collected by the agents changes with the application of SISR.

• Journal of Electrochemical Science and Technology
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• 제8권4호
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• pp.344-355
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• 2017

In this study, a numerical approach is adopted to investigate the effectiveness factors for distributed electrochemical reactions in thin active reaction layers of solid oxide fuel cells (SOFCs), taking into account the Butler-Volmer reaction kinetics. The mathematical equations for the electrochemical reaction and charge conduction process were formulated by assuming that the active reaction layer has a small thickness, homogeneous microstructure, and high effective electronic conductivity. The effectiveness factor is defined as the ratio of the actual reaction rate (or equivalently, current generation rate) in the active reaction layer to the nominal reaction rate. From extensive numerical calculations, the effectiveness factors were obtained for various charge transfer coefficients of 0.3-0.8. These effectiveness data were then fitted to simple correlation equations, and the resulting correlation coefficients are presented along with estimated magnitude of error.

• 경영과정보연구
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• 제15권
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• pp.71-90
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• 2004

This study has uncovered some important relationships among employees perceptions of distributive justice and procedural justice and organizational effectiveness. The present study attempts, first, to identify the perceived justice in promotion and transfer, performance evaluation, pay raise, job allocation and job fire. Second, to determine the relative importance of distributive justice and procedural justice. relationships of organizational effectiveness. The research is the identification of a modest but significant relationship between the two justice and organizational effectiveness. The result make it clear that employee find that right personnel management of fairness. To summarize the result of three variables's relationship influence is as below. The results indicated that perceptions of procedural justice as much organizational effectiveness than do perceptions of distributive justice. As also predicted, the perception of distributive justice did not impact organizational effectiveness. Therefore, Partially supporting the hypothesis. The research implications of these study suggest that great causality should be this paper' research model in three variables. The result indicate that manager must pay attention to employees perceptions of procedural justice and distributive justice.

• 한국전자거래학회지
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• 제12권4호
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• pp.185-209
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• 2007

최근의 정보기술 개발은 온라인 훈련에 기여하였으며 이러닝 혹은 가상 교육 등과 같이 유사한 개념으로 사용되고 있는 기업에서의 온라인 교육은 피교육자에게 다양한 방법으로 교육 기회를 제공하고 있다. 또한 전자적인 측면에서 일괄 서비스 체계의 솔류션을 제공하는 혁신 서비스로서의 기능을 제공하고 있으며 온라인 교육 환경하에서는 교육자와 피교육자가 시간과 장소에 구애받지 않고 개인화된 교육 패키지를 공급할 수 있게 한다. 본 논문에서는 온라인 교육에 영향을 미치는 요인들을 독립 변수로 하고 교육 성과와 전달 성과의 두 가지 측면에서의 교육 효과성을 종속 변수로 하는 관계를 실증적으로 검증하였다. 기존의 연구 결과를 기반으로 8개의 가정을 설정하고 설문서를 작성하여 LISREL을 이용하여 분석 한 결과 피교육자에 기인된 개별적 변수와 조직 변수가 훈련 효과성과 유의성이 있는 것으로 나타났다

• 한국미생물·생명공학회지
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• 제16권6호
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• pp.510-516
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• 1988

본 연구는 균주로 Rhodospirillum rubrum KS-301, 증식 제한 기질로 글루코오스, 고정화 담체로 Ca alginate를 사용한 고정화 생물 반응기를 조작할 때 담체에 의해 형성되는 물질전달 저항에 대한 도입 기질의 농도, 희석속도의 영향을 고찰하였다. 또한 효율인자를 평가하기 위해 속도식 변수를 구하였다. 충전층 반응기의 경우 외부 액막 물질전달 저항보다는 내부 물질전달 저항이 우세함을 알 수 있었고 총괄 효율인자는 희석속도의 증가에 따라 감소하였다. 연속 교반 탱크 반응기의 경우 외부 액막 물질전달 저항은 무시할 수 있으며 총괄 효율인자는 희석속도에 영향을 받지 않았다. 희석속도 0.2/h, 비드 반경 0.15cm, 초기 글루코오스 농도 1.0g/L의 실험조건에서 총괄 효율인자는 충전층 반응기와 연속 교반 반응기에서 각각 0.70과 0.77이었다.

• 한국기계가공학회지
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• 제20권6호
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• pp.82-91
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• 2021

We compared the heat transfer characteristics of the parallel and the counterflow flow in the concentric double tube of the Al₂O₃/water nanofluids using numerical methods. The high- and low-temperature fluids flow through the inner circular tube and the annular tube, respectively. The heat transfer characteristics according to the flow direction were compared by changing the volume flow rate and the volume concentration of the nanoparticles. The results showed that the heat transfer rate and overall heat transfer coefficient improved compared to those of basic fluid with increasing the volume and flow rate of nanoparticles. When the inflow rate was small, the heat transfer performance of the counterflow was about 22% better than the parallel flow. As the inflow rate was increased, the parallel flow and the counterflow had similar heat transfer rates. In addition, the effectiveness of the counterflow increased from 10% to 22% rather than the parallel flow. However, we verified that the increment in the friction factor of the counterflow is not large compared to the increment in the heat transfer rate.

• 한국철도학회:학술대회논문집
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• 한국철도학회 2011년도 정기총회 및 추계학술대회 논문집
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• pp.1722-1729
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• 2011

This paper presents an optimization model for revising train timetable based on an existing timetable to improve transfer time at each station. The transfer time consists of walking and waiting time. The model is formulated as a mixed integer programming. The objective function is to minimize the transfer time from one train to another train at each station. To reflect real situations, range of revising departure time is considered as major condition in the model. To validate the effectiveness of the model, rudimentary computational results are included, and the results are analyzed in terms of transfer time.

• 제어로봇시스템학회:학술대회논문집
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• 제어로봇시스템학회 2003년도 ICCAS
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• pp.2298-2303
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• 2003

In this paper, very simple methods based on the exponential analysis are presented by which transfer function models for processes can easily be obtained. These methods employ step responses or impulse responses of the processes. These can also give a more precise transfer function model compared to the well-known graphical methods. Transfer functions are determined based on Prony method, which is one of the oldest and the most representative methods in the exponential analysis. Here, the method is reformed and applied to obtain the so-called low-order transfer function with pure time delay from the data of the step response. The effectiveness of the proposed method is examined through several numerical examples and experiments of the 2-tank level control process.

• Journal of Advanced Marine Engineering and Technology
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• 제29권6호
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• pp.701-706
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• 2005

Pipes, tubes. and tubular sections with external transverse high fins have been used extensively for heating cooling, and degumidifying air and other gases. This work was performed to investigate an air side heat transfer charactieristics of minichannel with tension wound transverse fin. This estimate was confirmed conversion heat capacity the air side surface area enlargement and heat transfer charactieristics performed available inlet tube side hot water mass flux or outlet tube side air frontal air velocity. The most suitable tension wound transverse finned minichannel was measured extremely low in air side pressure drop and fin effectiveness $3.3\~4.4$. The pressure drop $0.9\~2.8Pa$ was ranged frontal air velocity $0.5\~1.2m/s$. It is also appeared that heat transfer in air side could be better conversion heat area which has been increased $330\%$ of heat capacity compared with the bare tube.

• 오토저널
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• 제6권1호
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• pp.36-45
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• 1984

The conventional heat transfer analysis methods based on the one-dimensional theory are not adequate to be applied for the purpose of finned surface design because the two-dimensional effects in fact are induced within the supporting wall by the presence of the finnes. In this study, the two-dimensional heat transfer of a straight fin assembly is analyzed by using the integral method. It is shown that all the effects of the system parameters i.e., the heat transfer parameters and geometrical parameters, on both the total heat transfer rate and the surface temperature effectiveness can be seen from the present analysis. The optimum combinations of these parameters for the design of finned surfaces may be estimated.