• 한국태양에너지학회 논문집
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• 제39권2호
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• pp.81-92
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• 2019

When Photovoltaic inverter is connected to grid and used as PVPCS (Photovoltaic Power Conditioning System), 120 Hz AC ripple occurs at the dc-link capacitor voltage. This AC ripple reduces the efficiency of PVPCS and shortens the lifetime of the capacitor. In this paper, we design a notch filter to remove AC ripple. As a result, the AC voltage ripple was removed from the dc link and the THD of the PVPCS output current with the notch filter was lowered. This notch filter is determined by the damping coefficient, the bandwidth coefficient, and the switching frequency. Among these, the switching frequency determines the switching loss and the size of the LC filter, and the PVPCS with the high switching frequency has a greater efficiency loss due to the switching loss than the efficiency improvement by the notch filter. Therefore, it is important to set the optimum switching frequency in the PVPCS with the notch filter applied. In this paper, THD and switching loss of PVPCS output current with notch filter are calculated through simulation, and cost function to calculate optimum switching frequency through data is proposed.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제16권12호
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• pp.3889-3903
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• 2022

To address the problem of low detection accuracy due to training noise caused by mislabeling when Tri-training for network intrusion detection (NID), we propose a Tri-training algorithm based on cross entropy and K-nearest neighbors (TCK) for network intrusion detection. The proposed algorithm uses cross-entropy to replace the classification error rate to better identify the difference between the practical and predicted distributions of the model and reduce the prediction bias of mislabeled data to unlabeled data; K-nearest neighbors are used to remove the mislabeled data and reduce the number of mislabeled data. In order to verify the effectiveness of the algorithm proposed in this paper, experiments were conducted on 12 UCI datasets and NSL-KDD network intrusion datasets, and four indexes including accuracy, recall, F-measure and precision were used for comparison. The experimental results revealed that the TCK has superior performance than the conventional Tri-training algorithms and the Tri-training algorithms using only cross-entropy or K-nearest neighbor strategy.

• 한국방사선학회논문지
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• 제2권4호
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• pp.5-9
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• 2008

비산란 그리드는 X선 영상에서 산란방사선을 제거시키기 위해 사용되고, 그에 따라 X선 영상의 대조도를 향상 시킬 수 있다. 그러나 많은 경우 디지털 X선 영상에서는 그리드의 부적절한 샘플링으로 인해 moir$\acute{e}$ artifact를 발생 시키게 된다. 본 논문에서는 그리드 주파수, pixel pitch, 각도와 moir$\acute{e}$ artifact의 상관관계에 관하여 분석하고 실험으로 확인하였다. 실험을 위하여 4..0 - 8.5 까지의 6가지 탄소 그리드를 사용하여 $139{\mu}m{\times}139{\mu}m$ pixel size의 DDR system에서 실험을 하였다. 본 실험을 통하여 획득한 moir$\acute{e}$ artifact의 frequency는 이론적 계산값과 거의 같았고, 특히 그리드와 detector array의 각도에 따라 moir$\acute{e}$ frequency가 달라지는 것을 확인 할 수 있었다. 본 연구를 통한 moir$\acute{e}$ artifact에 대한 이론과 data는 향후 DR system에서 moir$\acute{e}$ artifact 제거에 큰 도움을 주리라 생각한다.

• 한국정보통신학회논문지
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• 제17권7호
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• pp.1687-1693
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• 2013

본 논문에서는 저 비트율 압축 영상의 블록킹 현상을 제거하기 위한 적응적 후처리 기법을 제안한다. 적응적 후처리는 방향성 활동도 기반의 블록 분석에 따라 다른 강도의 필터를 적용하여 블록킹 현상을 선택적으로 제거한다. 격자잡음을 제거하기 위한 1차원 필터링은 블록의 방향성뿐만 아니라 블록 내 신호의 특성에도 적응적인 필터링을 수행한다. 또한 계단형 잡음 및 모서리 잡음을 검출하는 방법 및 이를 효과적으로 제거하기 위한 2차원 방향성 필터를 제안한다. 실험 결과 다양한 영상 및 비트율에 대해서 제안한 방법의 PSNR 및 주관적 화질 평가를 위한 GBIM 결과가 기존의 블록킹 현상 제거 방법에 비해 우수한 성능을 나타냄을 확인하였다.

• Journal of Communications and Networks
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• 제14권6호
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• pp.653-661
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• 2012

High-availability seamless redundancy (HSR) is a redundancy protocol for Ethernet networks that provides two frame copies for each frame sent. Each copy will pass through separate physical paths, pursuing zero fault recovery time. This means that even in the case of a node or a link failure, there is no stoppage of network operations whatsoever. HSR is a potential candidate for the communications of a smart grid, but its main drawback is the unnecessary traffic created due to the duplicated copies of each sent frame, which are generated and circulated inside the network. This downside will degrade network performance and might cause network congestion or even stoppage. In this paper, we present two approaches to solve the above-mentioned problem. The first approach is called quick removing (QR), and is suited to ring or connected ring topologies. The idea is to remove the duplicated frame copies from the network when all the nodes have received one copy of the sent frame and begin to receive the second copy. Therefore, the forwarding of those frame copies until they reach the source node, as occurs in standard HSR, is not needed in QR. Our example shows a traffic reduction of 37.5%compared to the standard HSR protocol. The second approach is called the virtual ring (VRing), which divides any closed-loop HSR network into several VRings. Each VRing will circulate the traffic of a corresponding group of nodes within it. Therefore, the traffic in that group will not affect any of the other network links or nodes, which results in an enhancement of traffic performance. For our sample network, the VRing approach shows a network traffic reduction in the range of 67.7 to 48.4%in a healthy network case and 89.7 to 44.8%in a faulty network case, compared to standard HSR.

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2021년도 추계학술대회
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• pp.262-265
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• 2021

본 연구 목표는 조류 둥지에 의한 전신주 내의 사고를 사전에 방지하기 위해 전신주 중 둥지 설치가 가능한 공간 내에 센싱을 통해 조류가 둥지를 짓어 알을 낳기 전에 제거하기 위한 센서 노드 개발에 있다. 조류 둥지를 인식하기 위해서는 최초 설치하였을 때의 거리 측정 값과 이 후 측정되는 거리 값의 변화에 따라 예측 가능한 솔루션에 있다. 본 논문에서는 콘크리트, 철판, 나무, 비닐봉지를 대상으로 적외선을 설계하고 시험하였다. 전신주 내에 놓일 수 있는 물체를 대상으로 실험하여, 각 각의 분광 반사율에 의해 감지되는 분광을 포토다이오드를 통한 값의 표준 편차 그래프를 통해 물체의 대상을 예측하며, 거리 측정이 가능하게 되었다. 본 실험 결과로서 적외선 센서를 통해 전신주 내의 위험물에 대한 대상 정보(콘크리트, 철판, 나무, 비닐봉지)를 습득하게 되고 전력망 모니터링을 통해 안전한 전력망 구축과 자연과 상생 가능한 환경에 이바지 할 것으로 예측된다.

• 대한방사선기술학회지:방사선기술과학
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• 제2권1호
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• pp.85-88
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• 1979

When X-radiation passes through the human body; some is transmitted some is truly absorbed, and some is scattered. In diagnostic radiography, scattered radiation can reach the film if no protective measures are taken. This scattered ray increased density which not necessary for image formation. We studied about absorbtion, scattered ray and the way of get rid of scatter ray according to the x-ray tube kilovoltage and obtained results as follow; 1. Absorbtion ray increased proportion to KVP. 2. Scattered ray increased at high KVP and thick object. 3. Secondary radiation of the primary increased at high KVP and thick object. 4. Remove .ate of scattered ray decreased at thick object and increase at low KVP make use of 6:1 grid ratio

• 한국전산유체공학회:학술대회논문집
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• 한국전산유체공학회 2000년도 춘계 학술대회논문집
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• pp.146-152
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• 2000

Two and Three dimensional dynamic adaptation code is developed for transient computations. This code involves mesh refinement and coarsening to either add points in high gradient regions of flow or remove points where they are not needed, for high spatial accuracy. Temporary cell algorithm is used to maintain the original grid quality. To show the assessment of the accuracy and efficiency, two dimensional study and unsteady flows are computed. Also, three dimensional steady computations are made to assess the refinement using temporary cell algorithm. The result shows the high spatial accuracy primarily in discontinuity regions in steady and unsteady computation.

• 한국전기전자재료학회:학술대회논문집
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• 한국전기전자재료학회 2002년도 하계학술대회 논문집 Vol.3 No.2
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• pp.1093-1096
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• 2002

In this paper, a novel multi voltage inverter system is proposed for reductions of harmonics, which can compensate reactive power. At first, we remove capacitor at input side for reactive power compensation. Secondly, by adding DC voltage to the filter capacitor, it can control power factors as lead-phase according to alterations of loads at power reception. Thirdly, if winding and single phase-bridge inverter(auxiliary circuit) is installed to DC power for reduction of harmonic, waveform of output voltages become to 36-steps. Thus, SVC(static var compensator) systems which can reduce harmonics are designed.

• 한국전산유체공학회지
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• 제2권2호
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• pp.51-58
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• 1997

A reliable computational solver has been developed for the analysis of three-dimensional inviscid compressible flows around a nacelle of a high bypass ratio turbofan engine, The numerical algorithm is based on the modified Godunov scheme to allow the second order accuracy for space variables, while keeping the monotone features. Two step time integration is used not only to remove time step limitation but also to provide the second order accuracy in a time variable. The multi-block approach is employed to calculate the complex flow field, using an algebraic, conformal, and elliptic method. The exact solution of Riemann problem is used to define boundary conditions. The accuracy of the developed solver is validated by comparing its results around the isolated nacelle in the cruise flight regime with the solution obtained using a commercial code "RAMPANT. "