• Title/Summary/Keyword: K-평균

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Modifications of single and double EWMA feedback controllers for balancing the mean squared deviation and the adjustment variance (편차제곱평균과 수정량분산의 균형을 위한 단일 및 이중 지수가중이동평균 피드백 수정기의 수정)

  • Park, Chang-Soon;Kwon, Sung-Gu
    • Journal of the Korean Data and Information Science Society
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    • v.20 no.1
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    • pp.11-24
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    • 2009
  • The process controller in the adjustment procedure is often used effectively to control the process level close to target when noise is present and unremovable. Examples of the robust controller are single EWMA controller and double EWMA controller. Double EWMA controller is designed to reduce the offset of the process deviation, which single EWMA can not eliminate. In this paper, the two controllers are modified by taking EWMA of the original controller to reduce the adjustment variance, which may become excessively large when the two given controllers are implemented. It is shown that the EWMA modification of the given controllers is successful in reducing the adjustment variance, while the mean squared deviation increases slightly.

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Projection of the student number by logistic function and proportional moving average model (로지스틱함수모형과 비례이동평균모형에 의한 학생 수 추계와 분석)

  • Song, Pil-Jun;Kim, Jong-Tae
    • Journal of the Korean Data and Information Science Society
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    • v.21 no.3
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    • pp.503-511
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    • 2010
  • The goal of this paper is to suggest an algorithm to get the number of student on the elementary, meddle and high-school for the forecasting of the numbers of student by the moving average method using a proportional expression. Comparing with the results of Korean education statistical system 2005, 2006, and 2007, the results of this paper are better than those of the Korean education statistical system.

Arthroscopic Reconstruction of Posterior Cruciate Ligament with Achilles Tendon Allograft (동종 이식 아킬레스 건을 이용한 관절경적 후방 십자 인대 재건술)

  • Kim, Kyung Taek;Sohn, Sung Keun;Lee, Dae Hee
    • Journal of the Korean Arthroscopy Society
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    • v.3 no.1
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    • pp.9-16
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    • 1999
  • Purpose : We have evaluated the outcome of the operative treatment of PCL rupture using the achilles tendon allograft. Materials and Methods : A retrospective study was completed for 30-PCL reconstruction cases, using the achilles tendon allograft from september 1996 to march 1998. There was an average follow up of 24 months, with range of 12 to 50 months. Results : The active range of motion was improved postoperatively. The Lysholm Knee Score was improved from a mean of 54 points preoperatively to 87 points postoerative 18 months. The "Cybex 340 isometric test" revealed satisfactory results compared with autograft. Conclusions : Use of allograft for recostruction of the PCL is an attractive option because it precludes the harvesting of autogenous tissue in a knee that is already at risk for patellofemoral and tibiofemoral osteoarthrosis.

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Water Requirement of Maize According to Growth Stage (노지재배 옥수수의 생육시기별 물 요구량 구명)

  • Eom, Ki-Cheol;Park, So-Hyun;Yoo, Sung-Yung
    • Korean Journal of Soil Science and Fertilizer
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    • v.46 no.1
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    • pp.16-22
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    • 2013
  • Water is the most important resource for the maximum water use efficiency and yield of maize. Water has to be applied moderately based on the water requirement of maize. Crop water requirement (WR) is a function of the potential evapo-transpiration (PET) and crop coefficient (Kc). PET can be estimated by the climate data measured at the weather station in the production region. Kc was measured by the NIAST (RDA) through lysimeter experiments. In this study, the growth stage of maize was divided into five ones (G-1: Apr. 25 ~ May 20, G-2: May 21 ~ Jun. 20, G-3: Jun. 21 ~ Jul. 20, G4: Jul. 11 ~ Jul. 25, G5: Jul. 26 ~ Aug. 20). The average PET during maize growing season of the 45 areas was 2.85 mm $day^{-1}$. The highest water requirement was at the G-3 stage among the maize growth stages. The mean water requirement (MWR) according to growth stage was 1.74 ~ 2.42 (average 2.02), 2.99 ~ 4.21 (average 3.41), 3.82 ~ 5.25 (average 4.41), 3.05 ~ 4.31 (average 3.48), and 2.62 ~ 3.49 (average 3.01) mm $day^{-1}$ in the G-1, G-2, G-3, G-4 and G-5 stage, respectively. The total water requirement (TWR) according to growth stage was 45.37 ~ 63.04 (average 52.56), 92.54 ~ 130.59 (average 105.77), 76.46 ~ 105.09 (average 88.14), 45.73 ~ 64.67 (average 52.20), and 68.25 ~ 90.75 (average 78.33) mm in the G-1, G-2, G-3, G-4 and G-5 stage, respectively.

General Derivation of Two-Fluid Model (2상 유동 모델의 일반적인 유도)

  • Hee Cheon No
    • Nuclear Engineering and Technology
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    • v.16 no.1
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    • pp.1-10
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    • 1984
  • General time-volume averaged conservation equations and jump conditions for two-phase flows are derived here. The time-averaged equations for a single phase region in two-phase flow are obtained from local instant balance equations by a technique often used for single phase turbulent flow equations. The results obtained by integrating the time averaged equations over a flow volume are spatially averaged twice; first, they are averaged over a single phase region of the k-th phase and then averaged over the total volume of the k-th phase, in a flow volume. The mass, momentum, and energy conservation equations are obtained from the general time-volume averaged equations. The advantages of the present model are explained by comparing it with Ishii's model (1) and Banerjee's model (2). Finally, the assumptions and approximate terms of the equations of the THERMIT-6S are clarified.

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Longitudinal change of mean flow and turbulence statistics for submerged hydraulic jump (수중도수에서 평균흐름과 난류량의 종방향 변화)

  • Choi, Seongwook;Choi, Sung-Uk
    • Proceedings of the Korea Water Resources Association Conference
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    • 2021.06a
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    • pp.65-65
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    • 2021
  • 보를 월류하는 흐름에 대하여 하류 수심이 보의 높이보다 낮고, 보 월류 후 수심의 공액수심보다 작거나 크고 같은 경우를 각각 자유도수와 수중도수라고 한다. 수중도수가 발생하는 경우 하류 수심이 보의 경사면을 따라 흐르는 하강류를 덮게 되며 유속을 감쇄시키기 때문에 최대 유속은 자유도수에 비해 매우 작게 발생한다. 그러나 수중도수는 자유도수에 비해 에너지 감쇄 효율이 낮기 때문에 도수구간의 거리가 증가하게 된다. 따라서 인명피해를 발생시키는 도수구간 재순환영역의 길이를 검토하는 것이나 보 하류 바닥보호공 길이 설계를 위해 수중도수에서의 흐름에 대하여 검토하는 것은 중요하다. 본 연구에서는 k-ω SST 난류모형을 이용하여 보 월류 후 발생하는 수중도수를 수치모의하고 평균흐름과 난류량의 종방향 변화에 대하여 검토하였다. 기존 실험수로에 k-ω SST 난류모형을 사용하여 모형의 적용성을 검토하였다. 다양한 하류 수심을 설정하여 평균흐름과 난류량에 대한 침수도의 영향 및 자유도수 계산결과와 벽면 제트 결과를 함께 비교하였다. 검토 결과 수중도수는 평균흐름과 난류량의 변화율이 자유도수보다 작고 벽면 제트보다는 큰 것을 확인하였다. 또한 침수도가 증가되면서 평균흐름과 난류량의 변화율이 작아지는 것을 확인하였다. 이것은 침수도의 변화에 따른 역압력경사의 차이에 의한 것으로 판단된다.

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Determination of divider resistance in voltage divider circuits used NTC thermistor. (NTC thermistor를 사용한 voltage divider 회로에서 divider resistance결정)

  • Ku, Ja-Hun;Kim, Jong-Dae;Kim, Yu-Seop;Park, Chan-Young;Lee, Wan-Yeon;Song, Hae-Jung
    • Proceedings of the Korean Information Science Society Conference
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    • 2010.06c
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    • pp.221-225
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    • 2010
  • 본 연구에서는 제한된 온도 영역에서 보통 정밀 온도 측정 소자로 많이 쓰이는 NTC 써미스터를 사용하여 전압 분배 회로(voltage divider circuits)를 구성하였다. 분압 저항이 온도측정 해상도에 미치는 영향을 분석하고, 회로의 분압 저항을 결정하는 방법으로서 측정하고자 하는 온도 구간의 최대 온도와 최저 온도의 NTC 써미스터 저항 값을 조화평균을 사용하여 분압 저항(divider resistance)으로 사용하였다. 선택한 분압 저항이 이상적인 저항인지에 대하여 조화평균으로 계산한 분압 저항과 대조군 저항으로 전압 분배 회로를 병렬로 구성하였다. 센서들을 항온조 넣어 설정온도($50^{\circ}C$, $70^{\circ}C$, $90^{\circ}C$)에서 각각의 온도를 측정한 후 측정 데이터의 표준편차를 구하여 평균 온도 분해능을 비교 하는 실험을 하였다. 실험결과 측정온도 구간의 최대 온도와 최소 온도에서의 NTC 써미스터 저항 값을 조화평균으로 계산한 분압 저항 값이 대조군 저항에 비해 설정온도에서 보다 높은 평균 온도 분해능(sensing resolution)을 보였다.

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Privacy-Preserving K-means Clustering using Homomorphic Encryption in a Multiple Clients Environment (다중 클라이언트 환경에서 동형 암호를 이용한 프라이버시 보장형 K-평균 클러스터링)

  • Kwon, Hee-Yong;Im, Jong-Hyuk;Lee, Mun-Kyu
    • The Journal of Korean Institute of Next Generation Computing
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    • v.15 no.4
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    • pp.7-17
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    • 2019
  • Machine learning is one of the most accurate techniques to predict and analyze various phenomena. K-means clustering is a kind of machine learning technique that classifies given data into clusters of similar data. Because it is desirable to perform an analysis based on a lot of data for better performance, K-means clustering can be performed in a model with a server that calculates the centroids of the clusters, and a number of clients that provide data to server. However, this model has the problem that if the clients' data are associated with private information, the server can infringe clients' privacy. In this paper, to solve this problem in a model with a number of clients, we propose a privacy-preserving K-means clustering method that can perform machine learning, concealing private information using homomorphic encryption.

편광관측을 통한 달 표면 표토의 입자 크기 측정

  • Jeong, Min-Seop;Kim, Seong-Su;Min, Gyeong-Uk
    • The Bulletin of The Korean Astronomical Society
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    • v.37 no.2
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    • pp.104.1-104.1
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    • 2012
  • 달표면 표토의 평균 입자크기와 성숙도(maturity)는 달 연구 및 탐사에 있어 중요한 정보이다. 표토의 성숙도는 탐사하는 지역의 형성시기에 대한 정보를 제공하고, 평균입자크기는 달 탐사 로보의 설계에 중요한 정보로 쓰이기 때문이다. 우리는 달표면 표토의 평균입자크기와 성숙도를 측정하기 위하여 경희대학교 천문대에서 12cm 굴절망원경과 정방형 2k CCD를 이용하여 $633{\mu}m$ 파장의 편광관측을 수행하였다. 관측의 공간 분해능은 달의 중심부에서 2.89km/pixel이다. 달표면에서 산란된 빛의 편광도는 달표면 표토의 평균입자크기를 알 수 있는 중요한 정보가 된다. 표토의 평균입자크기는 최대편광도와 알비도에 관계되기 때문에 편광관측과 알비도 관측으로부터 평균입자크기를 측정할 수 있다. 표토의 평균입자크기는 시간이 지남에 따라서 점점 작아지는데, 이는 표토가 미세운석체의 충돌에 오랜 시간 동안 노출되어 있기 때문이다. 미세운석체의 충돌은 달표면에서 고르고 지속적으로 일어났기 때문에, 표토의 평균입자크기를 알 수 있다면 표토가 얼마나 오랫동안 달표면에 노출되었는지를 나타내는 성숙도를 측정할 수 있다. 우리는 편광관측을 통하여 처음으로 달표면 전체의 평균입자크기의 분포를 측정하였고, 그로부터 표토의 성숙도를 추정했다.

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Using the Arthroscopic Remplissage of Anterior Shoulder Instability with Hill-Sachs Lesion (전방 견관절 불안정성에서 Hill-sachs 병변의 관절경적 Remplissage)

  • Ko, Sang-Hun;Jung, Kwang-Hwan;Shin, Seung-Myeong;Park, Han-Chang
    • Clinics in Shoulder and Elbow
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    • v.14 no.1
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    • pp.53-58
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    • 2011
  • Purpose: We evaluated the minimal 1 year follow-up results (shoulder stability and the clinical and functional results) for the Remplissage technique to fill a Hill-Sachs lesion. Materials and Methods: The subjects were 12 patients who could be followed up for more than 12 months after the "Remplissage" procedures in our hospital from December 2008 to November 2009. Their mean age was 27.9 years old and the mean follow-up was 19 months. The evaluations included the ROM, the ASES score, the KSSI score, the ROWE score and postoperative MRI. Results: On the postoperative functional evaluation after an average of 16 months, the ASES score improved from 50.8 preoperatively to 78.3 postoperatively, the KSSI score improved form 44.5 preoperatively to 81.0 postoperatively and the ROWE score improved from 40.2 preoperatively to 84.3 postoperatively. After an average 14 months for all the cases, the range of movement was nearly in the normal range, which is 178.6${\pm}$18.6 (165~180) degrees for forward flexion and 49.3${\pm}$10 (43~60) degrees for external rotation. Conclusion: For recurrent shoulder instability with a large Hill-Sachs lesion, the Remplissage technique has a good outcome after more than 1 year follow-up in terms of the shoulder stability and the clinical and functional results.