• Title/Summary/Keyword: Discharge time lag

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A Study on Optimization of Partial Discharge Pattern Recognition using Genetic Algorithm (Genetic Algorithm을 이용한 부분방전 패턴인식 최적화 연구)

  • Kim, Seong-Il;Jung, Seung-Yong;Koo, Ja-Yoon;Jang, Yong-Mu
    • Proceedings of the KIEE Conference
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    • 2006.10a
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    • pp.145-146
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    • 2006
  • 본 논문은 부분방전(PD: Partial Discharge)의 패턴인식 확률 극대화를 목적으로 신경망(NN: Neural Network) 파라미터 중에서 은닉층 뉴런의 수, 모멘텀(momentum)의 Step size와 Decay rate 를 최적화하기 위하여 유전 알고리즘(GA: Genetic Algonthm)을 적응하였다. 실험적 연구의 대상으로서, GIS(Gas Insulated Switchgear)사고의 주요 원인으로 보고되어있는 결함들을 인위적으로 모의한 16개 Test cell을 이용하여 부분방전을 발생시켰다. 부분방전 신호는 본 연구팀이 개발한 센서를 이용하여 검출되어 데이터베이스가 구축되어 그로부터 추출된 학습 데이터들의 학습에 다음과 같은 5가지 신경망 모델이 적응되었다: Multilayer Perception (MLP), Jordan-Elman Network (JEN), Recurrent Network (RN), Self-Organizing Feature Map (SOFM), Time-Lag Recurrent Network (TLRN). 유전 알고리즘 적용 효율성을 분석하기 위하여 동일한 데이터를 이용하여 다음과 같은 두 가지 방법을 적용한 결과를 상호 비교하였다. 우선 상기 선택된 모델만 적용하였고 다근 하나는 상기 모델과 Genetic Algorithm이 동시에 적용되었다. 모든 모델에 대하여 학습오차와 패턴 분류 확률을 비교한 결과, 유전 알고리즘 적응 시 부분방전 패턴인식 확률이 향상되었음이 확인되어 향후 신뢰성 있는 GIS 부분방전 진단기술에 활용될 수 있을 것으로 사료된다.

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A Rainfall-runoff Analysis Method of SWMM Model Considering Building Height (건물 높이를 고려한 SWMM 모형의 강우-유출해석 방법 제안)

  • Lee, Hyoungtaek;Cho, Eunsaem;Yoo, Chulsang
    • Journal of Wetlands Research
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    • v.20 no.1
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    • pp.14-19
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    • 2018
  • In this study, the method considering the influence of the high-rise building in urban rainfall-runoff analysis using SWMM was proposed. The method proposed in this study was to calculate the time of reaching the surface of the rainwater considering the size and height of the building, and to modify the basin width to reflect this. In the method proposed in this study, the concentration time considering the size and height of the building is calculated and based on this time the basin width is modified. The proposed method was verified with the experimental result of Isidoro et al. (2012). As a result, the proposed method was found to be valid since the simulated hydrograph was fairly identical to experimental result. In both hydrographs, it was confirmed that the change of the discharge characteristic, such as decrease of peak discharge and lag of peak time, over increasing density of the building was similar each other.

LGE's Strategy for PDP TV

  • Kim, Jae-Sung;Lee, Sung-Hyun;Ahn, Sung-Yong;Ahn, Young-Joon;Ryu, Jae-Hwa;Yoon, Kwang-Ho
    • 한국정보디스플레이학회:학술대회논문집
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    • 2005.07a
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    • pp.71-74
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    • 2005
  • There have been various efforts to achieve a better PDP TV, which have low power consumption, high image quality and low price. As the results, the power consumption of LG's new 42 inch HD PDP could be lower than 42 inch LCD under the general movie display load condition. And the address discharge time lag of ${\sim}1\;{\mu}s$ for 42 and 50 inch XGA single scan by which the cost can be reduced and image quality can be improved was achieved by using new MgO material and driving waveform. In addition, we have suggested TCA (Triangular Color pixel Arrangement) cell structure for realizing the full HDTV of 60inch diagonal size, which has $1920{\times}1080$ resolution. The luminous efficiency of the suggested TCA structure has been increased about 40% compared with that of the conventional cell structure.

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Studies on the characteristics of an address discharge time lag on the effect of a wall voltage loss in PDPs (PDP에서 벽전압 손실이 어드레스 방전 지연 시간에 미치는 영향에 대한 연구)

  • Kim, Ha-Na;Kim, Tae-Sik;Shin, Bhum-Jae
    • Proceedings of the Korean Institute of IIIuminating and Electrical Installation Engineers Conference
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    • 2009.05a
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    • pp.153-156
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    • 2009
  • 본 논문에서는 어드레스 구간에서 벽전압 손실을 발생시키는 원인을 분석하고, 특히 어드레스 구간에서 각 전극간의 다양한 전위 조건이 어드레스 방전 지연 시간에 미치는 영향을 조사하였다. 실험 결과를 통하여 벽전압 손실은 전극간의 셀 전압이 동시 방전점에서 비방전 영역으로 이동한 조건에서는 영향을 받지 않지만, 전극간의 셀 전압이 방전 개시 전압의 조건에서는 큰 영향을 받게 되는 것을 확인하였다. 특히, XY 전극간의 전위조건에 의한 벽전압 손실보다는 AY 전극간의 전위 조건에 의한 벽전압 손실이 어드레스 방전 지연 시간 특성을 저해하는 주요한 원인임을 확인하였다.

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Comparative Analysis of Laparoscopy-assisted Gastrectomy versus Open Gastrectomy (복강경 보조 위절제술과 개복 위절제술의 비교 분석)

  • Lim, Jung Taek;Kim, Byung Sik;Jeong, Oh;Kim, Ji Hoon;Yook, Jeong Hwan;Oh, Sung Tae;Park, Kun Choon
    • Journal of Gastric Cancer
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    • v.7 no.1
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    • pp.1-8
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    • 2007
  • Purpose: There has been increased the number of early gastric cancer and laparoscopy-assisted gastrectomy (LAG), due to early detection through mass screening program. We started the LAG in April 2004 and performed 119 cases of gastric cancer in 2005, so we report a surgical outcome compared with that of open gastrectomy (OG). Materials and Methods: 119 patients underwent LAG in 2005, and for open group, 126 patiens of early gastric cancer were selected sequentially from January 2005 to March 2005. We compared clinicopathologic characteristics, postoperative courses and complications between two groups. Results: There was no significant difference between age, a length of hospital stay, distal resection margin and a number of retrived lymph nodes. The operation time was longer in LAG group (239.2 vs 123.3 mins, P<0.001) and a diet progression was faster in LAG group (first flatus: 3.05 vs 3.70 days, SOW: 2.86 vs 3.22 days, liquid diet: 3.87 vs 4.19 days, soft diet: 4.84 vs 5.26 days, P<0.001). But there was no difference statistically in postoperative discharge date (7.73 vs 8.25 days, P=0.229). The additional requirement of analgesic injection was less frequent in LAG group (2.97 vs 4.92 times, P<0.001). The harvested lymph nodes were similar in both groups (23.9 vs 23.1, P=0.563). A complication rate was lower in LAG group (4.9% vs 9.5%), but there was no statistical significance (P=0.179). There was no mortality in both groups and no conversion to open gastrectomy in the LAG group. Conclusion: LAG can be performed safely and accepted in view of curative procedure in treatment of early gastric cancer. But we need the follow up of long-term period to evaluate the survival rate and recurrence, and a prospective randomized controlled study should be done to establish that LAG will be a standard operation for early gastric cancer.

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Time Lags between Hydrological Variables and Phytoplankton Biomass Responses in a Regulated River (the Nakdong River)

  • Kim, Myoung-Chul;Jeong, Kwang-Seuk;Kang, Du-Kee;Kim, Dong-Kyun;Shin, Hyun-Suk;Joo, Gea-Jae
    • Journal of Ecology and Environment
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    • v.32 no.4
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    • pp.221-227
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    • 2009
  • This study describes time lag responses between hydrological variables and phytoplankton biomass in a regulated river system, the lower Nakdong River in South Korea. The lower Nakdong is a typical flow-controlled lotic system, and its limnological characteristics are influenced by climatic variation such as monsoons and summer typhoons. Mean rainfall in the area during summer is about 1,200 mm, which comprises >60% of annual rainfall. Our results show that the regulation of flow in the Nakdong by multi-purpose dams from 1995 to 2004 affected phytoplankton dynamics. Diatom blooms occurred in winter, when the limited discharge allowed for proliferation of the phytoplankton community. Using multiple regression analysis, we detected significant time-delayed relationships between hydrological variables and phytoplankton biomass. These results may be useful for water resource managers, and suggest that 'smart flow' control would improve water quality in large regulated river systems of the Republic of Korea.

Study on Surface Characteristics of Fe Doped MgO Protective Layer (Fe가 첨가된 MgO 보호막의 표면특성 개선에 관한 연구)

  • Lee, Don-Kyu;Park, Cha-Soo;Kim, Kwong-Toe;Sung, Youl-Moon
    • Journal of the Korean Institute of Illuminating and Electrical Installation Engineers
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    • v.24 no.2
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    • pp.106-112
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    • 2010
  • In order to compete with other flat display devices such as Liquid Crystal Displays (LCDs) and organic light emitting diodes (OLEDs), Plasma Display Panels (PDPs) require to have high performances like high image quality, low power consumption and high speed driving. In this paper, Fe doped MgO protective layer was introduced for higher performance. Both the surface characteristics of the deposited thin films and the electro-optical properties of 4 inch test panels were investigated. It has been demonstrated experimentally that ac PDP with Fe doped MgO protective layer has lower discharge voltage than that of undoped MgO film, which corresponds to measured secondary electron emission coefficients. The crystallinity and surface roughness of thin films were determined by XRD patterns and AFM images. In addition, ac PDP with Fe doped MgO protective layer has improved address discharge time lag for high speed driving.

A study on the variation of time and temperature to analysis a mis-firing in AC-PDP (AC-PDP의 오방전 분석을 위한 경시변화와 온도에 따른 패널 특성 연구)

  • Kang, Kyung-Il;Jang, Jin-Ho;Kim, Hyun-Gyu;Lee, Ho-Jun;Lee, Hae-Jun;Kim, Dong-Hyun;Cho, Sung-Yong
    • Proceedings of the KIEE Conference
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    • 2008.07a
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    • pp.1313-1314
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    • 2008
  • 현재 AC-PDP의 문제점 중 하나인 오방전 개선을 위한 연구가 진행되고 있다. 본 연구에서는 AC-PDP의 오방전 분석을 위해서 오방전 발생 메커니즘을 분석하고, 패널의 시간 변화에 대한 특성과 고온, 저온에서의 패널 특성을 파악하기 위해 휘도, 방전개시전압, discharge time lag 등을 측정하였다. 그리고 sustain pulse의 수를 조절함으로써 패널내의 priming 조건을 제어하면서 오방전 발생 확률을 수치적으로 측정하였다. 패널의 aging시간에 따라 MgO sputtering 등으로 인한 방전 공간의 변화로 방전개시전압의 변화를 관찰하였으며 그로 인한 오방전 발생이 증가함을 알 수 있었다.

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Determination of Effective Rainfall and Design Hydrograph in Small River Catchment (중소하천유역에 있어서 유효강우량 및 설계수문곡선의 결정에 관한 연구 - 특히 SCS 방법을 중심으로 -)

  • 김상인;이순택
    • Water for future
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    • v.15 no.3
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    • pp.49-55
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    • 1982
  • The purpose of this study is to examine the methods of estimation, comparing U.S. SCS method and $\Phi$-index with effective rainfall. And also comparision was made among SCS method, Chow method and Mockus method as to the peak discharge of design storm hydrograph by small river basin. Hydrological data of the Shin river basin which was used in this study and the results of study are as follow; 1) As a result of applying the SCS method to determine the effective rainfall out of total rainfall, it turned out that the everage CN of the basin as obtained by the analysis of hydrologic soil-cover complex was varied as follows; AMC-I was 27.9%, AMC-II 16.4%, AMC-III 8.1% less than the value given by SC method using discharge measurement. 2) The comparision of effective rainfall by the ungaged SCS method with that of gauged $\Phi$-index method showed that the $\Phi$-index method showed that the $\Phi$-index method gives large value by 4.7% to those given by hydrograph. The result of analysis by the SCS method resulted in great difference from discharge measurement. 3) The comparision of SCS method, Chow method, and Mockus method showed that dimensionless hydrograph of SCS method and Chow method were close to the peak discharge of the gauged unit hydrograph, while the other methods gave far different results. 4) Attempts were made, for a better adaptation to the Shin river basin, to introduce lag time formula constant of dimensionless hydrograph of the SCS method by using the peak discharge of the gauged flow hydrograph.

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Stochastic Properties of Water Quality Variation in Downstream Part of Han River (한강 하류부의 수질변동에 대한 추계학적 특성(I) - 특히 뚝도 및 노량진 지점의 DO, 탁도, 수온의 변동을 중심으로 -)

  • 이홍근
    • Water for future
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    • v.15 no.3
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    • pp.23-36
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    • 1982
  • The stochastic variations and structures of time series data on water quality were examined by employing the techniques of autocorrelation function, variance spectrum, Fourier series, autoregressive model and ARIMA model. These time series included hourly and daily observation on DO, turbidity, conductivity pH and water temperature. The measurement was made by automatic recording instrument at Noryangjin and Dook-do located in the downstream part of Han River during 1975 and 1976. Hourly water quality time series varied with the dominant 24-hour periodicity, and the 12-hour periodicity was also observed. An important factor affecting 24-hour periodic variation of DO is believed to be photosynthesis by algae. These phenomena might be attributable to periodic discharges of municipal sewage. Noryangjin site showed the more distinct 12-hour periodicity than Dook-do site did, and tidal effect might be responsible for the difference. The water quality, as measured by DO and turbidity, was better in the afternoon compared with the quality in the morning. This change can be explained by the periodic variation of DO, temperature and the amount of municipal wewage discharge. It was also observed that the water temperature at Noryangjin was higher than the temperature at Dook-do. This difference might have been caused by the pollutants that were added to the section between two sites. The correlation coefficients between some of the variables were fairly high. For example, the coefficient was -0.88 between DO and water temperature, 0.75 between turbidity and river flow, and 0.957 between water temperature and air temperature. The lag time of heat transfer from the air to the water was estimated as 24 days. The first order auto-regressive model was appropriate for explaning standardized hourly DO time series. The ARIMA model of (1, 0, 0) type provided relatively satisfactory results for daily DO time series after the removal of significant harmonic value.

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