• Title/Summary/Keyword: Multiple water resources

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Harmonic reduction plan from multiple UPS installation place (다수의 UPS 설치장소에서의 고조파 저감방안)

  • Choi, Hyeong-Cheol;Chang, Jeong-Ho;Han, Chang-Dong;Lee, In-Seong
    • Proceedings of the KIEE Conference
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    • 2007.07a
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    • pp.1088-1089
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    • 2007
  • 산업현장에서 발생하는 고조파는 전력용콘덴서의 과열 또는 고장, 케이블의 절연열화, 보호계전기 오동작 또는 부동작, 자동화 및 제어설비 오동작 등 전기설비에 대해 막대한 피해를 주고 있다. 고조파의 발생원인은 전력전자 소자를 이용한 변환장치(정류기, 인버터)의 전원 변환시($DC{\rightarrow}AC$) 주로 발생되고 있으며, 그 발생원은 기기별, 계통구 성별 등 그 특성에 따라 다양하게 발생되고 있다. 이 논문에서는 다수의 UPS 설치장소에서의 고조파 발생의 특성 및 그 영향에 대해 분석하고 저감방안의 실증을 통해 고조파에 대한 설비보호 방안을 제시하고자 한다.

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A Multiple Regression Model for the Estimation of Monthly Runoff from Ungaged Watersheds (미계측 중소유역의 월유출량 산정을 위한 다중회귀모형 연구)

  • 윤용남;원석연
    • Water for future
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    • v.24 no.3
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    • pp.71-82
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    • 1991
  • Methods of predicting water resources availiability of a river basin can be classified as empirical formula, water budget analysis and regression analysis. The purpose of this study is to develop a method to estimate the monthly runoff required for long-term water resources development project. Using the monthly runoff data series at gaging stations alternative multiple regression models were constructed and evaluated. Monthly runoff volume along with the meteorological and physiographic parameters of 48 gaging stations are used, those of 43 stations to construct the model and the remaining 5 stations to verify the model. Regression models are named to be Model-1, Model-2, Model-3 and Model-4 developing on the way of data processing for the multiple regressions. From the verification, Model-2 is found to be the best-fit model. A comparison of the selected regression model with the Kajiyama's formula is made based on the predicted monthly and annual runoff of the 5 watersheds. The result showed that the present model is fairly resonable and convinient to apply in practice.

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Forecasting of Seasonal Inflow to Reservoir Using Multiple Linear Regression (다중선형회귀분석에 의한 계절별 저수지 유입량 예측)

  • Kang, Jaewon
    • Journal of Environmental Science International
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    • v.22 no.8
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    • pp.953-963
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    • 2013
  • Reliable long-term streamflow forecasting is invaluable for water resource planning and management which allocates water supply according to the demand of water users. Forecasting of seasonal inflow to Andong dam is performed and assessed using statistical methods based on hydrometeorological data. Predictors which is used to forecast seasonal inflow to Andong dam are selected from southern oscillation index, sea surface temperature, and 500 hPa geopotential height data in northern hemisphere. Predictors are selected by the following procedure. Primary predictors sets are obtained, and then final predictors are determined from the sets. The primary predictor sets for each season are identified using cross correlation and mutual information. The final predictors are identified using partial cross correlation and partial mutual information. In each season, there are three selected predictors. The values are determined using bootstrapping technique considering a specific significance level for predictor selection. Seasonal inflow forecasting is performed by multiple linear regression analysis using the selected predictors for each season, and the results of forecast using cross validation are assessed. Multiple linear regression analysis is performed using SAS. The results of multiple linear regression analysis are assessed by mean squared error and mean absolute error. And contingency table is established and assessed by Heidke skill score. The assessment reveals that the forecasts by multiple linear regression analysis are better than the reference forecasts.

Optical Encryption Scheme with Multiple Users Based on Computational Ghost Imaging and Orthogonal Modulation

  • Yuan, Sheng;Liu, Xuemei;Zhou, Xin;Li, Zhongyang
    • Journal of the Optical Society of Korea
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    • v.20 no.4
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    • pp.476-480
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    • 2016
  • For the application of multiusers, the arrangement and distribution of the keys is a much concerning problem in a cryptosystem. In this paper, we propose an optical encryption scheme with multiple users based on computational ghost imaging (CGI) and orthogonal modulation. The CGI encrypts the secret image into an intensity vector rather than a complex-valued matrix. This will bring convenience for post-processing and transmission of the ciphertext. The orthogonal vectors are taken as the address codes to distinguish users and avoid cross-talk. Only the decryption key and the address code owned by an authorized user are matched, the secret image belonging to him/her could be extracted from the ciphertext. Therefore, there are two security levels in the encryption scheme. The feasibility and property are verified by numerical simulations.

Evaluation performance of machine learning in merging multiple satellite-based precipitation with gauge observation data

  • Nhuyen, Giang V.;Le, Xuan-hien;Jung, Sungho;Lee, Giha
    • Proceedings of the Korea Water Resources Association Conference
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    • 2022.05a
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    • pp.143-143
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    • 2022
  • Precipitation plays an essential role in water resources management and disaster prevention. Therefore, the understanding related to spatiotemporal characteristics of rainfall is necessary. Nowadays, highly accurate precipitation is mainly obtained from gauge observation systems. However, the density of gauge stations is a sparse and uneven distribution in mountainous areas. With the proliferation of technology, satellite-based precipitation sources are becoming increasingly common and can provide rainfall information in regions with complex topography. Nevertheless, satellite-based data is that it still remains uncertain. To overcome the above limitation, this study aims to take the strengthens of machine learning to generate a new reanalysis of precipitation data by fusion of multiple satellite precipitation products (SPPs) with gauge observation data. Several machine learning algorithms (i.e., Random Forest, Support Vector Regression, and Artificial Neural Network) have been adopted. To investigate the robustness of the new reanalysis product, observed data were collected to evaluate the accuracy of the products through Kling-Gupta efficiency (KGE), probability of detection (POD), false alarm rate (FAR), and critical success index (CSI). As a result, the new precipitation generated through the machine learning model showed higher accuracy than original satellite rainfall products, and its spatiotemporal variability was better reflected than others. Thus, reanalysis of satellite precipitation product based on machine learning can be useful source input data for hydrological simulations in ungauged river basins.

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Water Quantity and Quality Management Through A Multiple Reservoir System (수량(水量) 및 수질(水質)을 고려(考慮)한 저수지군(貯水池群)의 종합관리(綜合管理))

  • Ko, Seok Ku;Kim, Soo Sam;Lee, Kwang Man;Lee, Ki Jong
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.12 no.1
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    • pp.123-130
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    • 1992
  • The quantity point has been considered prior to the quality point in the water resources development and management. However, the quality problems have become as important as quantity problems due to the industrialization and civilization. This paper presents a methodology of the integrated management of multiple reservoir systems by considering both water quantity and quality problems. It also presents a long-term forecasting technique of reservoir water quality by using the developed phosphorous model. The methodology was applied to the Han river reservoirs operation, in which five major reservoirs were considered. The result shows that the spatially and temporally distributed water quantity and quality resources can be utilized by meeting all the required constraints.

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Engineering Approaches of Characteristics for a Favorable Change in Fortune with the Construction of Multiple Tombs for the Propitious Sites (명당의 다중음택터 조성에 따른 발복특성의 공학적인 접근)

  • Kim, Seong-Won
    • Proceedings of the Korea Water Resources Association Conference
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    • 2012.05a
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    • pp.961-964
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    • 2012
  • 본 연구에서는 1혈장 2음택터의 조성이 발복특성에 미치는 공학적인 접근을 나타내고 있다. 일반적으로 우리나라에서는 하나의 혈장에서는 하나의 음택터를 조성하여 왔다. 그러나 특반급에 해당하는 몇몇의 명당들은 2개의 음택터를 조성한 경우를 알 수 있다. 조선시대 광산김씨 허주 김반대감의 음택터의 경우 특반급에 해당하는 명당으로 1혈장에 2음택터가 조성되어 있다. 본 허주 김반대감 음택터의 공학적인 접근을 통하여 다중음택터의 발복특성을 분석하고자 한다.

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Prediction of Water Quality in Haenam Estuary Reservoir Using Multiple Box Model (I) -Development and Application of Water Quality Subroutines- (Multiple Box 수질모형에 의한 해남호 수질예측 (I) - 수질부 모형의 개발과 적용 -)

  • 신승수;권순국
    • Magazine of the Korean Society of Agricultural Engineers
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    • v.32 no.3
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    • pp.116-129
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    • 1990
  • A rational management of water resources in estuary reservoirs necessiates the prediction of water quality. In this study, a multiple box model for the water quality prediction was developed as a tool for the purpose of examining an adequate way to improve and maintain the water quality. Some submodels that are suitable for simulating the mixing behavior of pollutant materials in a lake were considered in this model. The model was appiled for predicting water qualities of Haenam Esturay Reservoir. The result from this study can be summarized as follows : 1.A water quality simulation model that can predict the 10-day mean value of water qualities was developed by adding some submodels that simulate the concentrations of chlorophyll-a, BOD, T-P and T-N to the existing Multiple Box Model representing the mixing and circulating of materials by the hydarulic action. 2.As input data for the model developed, the climatic data including precipitation, solar radiation, temperature, cloudness, wind speed and relative humidity, and the water buget records including the pumping discharge and the releasing discharge by drainage gate were ollected. The hydrologic data for the inflow discharge from the watershed was obtained by simulation with the aid of USDAUL-74/SNUA watershed model. Also the water quality data were measured at streams and the reservoir. 3.As a result of calibration and verification test by using four comonents of water quality such as Chlorophyll-a, BOD, T-P and T-N, it was found that the correlation coefficeints between the observed and the simulated water qualities showed greater than 0.6, therefore the capability of the model to simulate the water quality was proved. 4.The result based on the model application showed that the water quality of the Haenam Estuary Reservoir varies seasonally with the harmonic trend, however the water quality is good in winter and get worse in summer. Also it may be concluded that the current grarde of water quality in the Heanam Esutary Reservoir is ranked as grade 4 suitable only for the agricultutal use.

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Study on Utilizing Resources in Ecopolis -Evaluation of the Potential Heat Capacity of Sewage For Utilizing as Sewage Energy- (생태도시에서의 자원활용에 관한 연구 -하수 에너지 활용을 위한 보유열량 평가-)

  • 정용현
    • Journal of Environmental Science International
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    • v.12 no.6
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    • pp.583-591
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    • 2003
  • The research on potential energy was conducted to conserve the high-exergy energy like primary energy and utilize waste heat from sewage. From the Point of view in using the waste heat, the energy Potential of waste water from the model house was simulated. From the results, when the heated water was supplied to the model house side in order to put unused energy to Practice use, heated water had higher energy Potential than unheated water, which was due to the discharge of most of unused energy. The possessing heat capacity of sewage from heated water was increased to 40-70 percents in comparison with that from the unheated water. Therefore, it can be used as energy source for improving coefficient of performance of heat pumps. By adopting the multiple heat pump into a model house, It showed that the possessing heat capacity of sewage was reduced. It was also found that the heat was recovered as energy source fur multiple heat pump in a model house.