• 제목/요약/키워드: target water level

검색결과 240건 처리시간 0.03초

딥러닝을 활용한 산지습지 수위 예측 모형 개발 (Development of Water Level Prediction Models Using Deep Neural Network in Mountain Wetlands)

  • 김동현;김정욱;곽재원;아이미;김종성;김형수
    • 한국습지학회지
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    • 제22권2호
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    • pp.106-112
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    • 2020
  • 습지는 수문, 환경, 생태학적으로 중요한 기능 및 역할을 하며, 특히 습지 내의 수위는 습지의 기능과 환경 등 다양한 분석을 위해 필수적인 자료이다. 그러나 습지는 수위자료를 측정하지 않는 미계측 지역이 많기 때문에, 수위 예측에 대한 연구는 매우 미흡한 실정이다. 따라서 본 연구에서는 습지의 수위를 예측하기 위해 다중회귀분석, 주성분회귀분석, 인공신경망, DNN을 활용하여 수위 예측모형을 개발하였다. 대상지역으로 경상남도 양산시에 위치한 금정산 산지습지를 선정하였고, 2017년 4월부터 2018년 7월까지의 수위 측정자료를 종속변수로 사용하였다. 수문자료와 기상자료를 독립변수로 사용하였다. 예측력 평가결과 최종 모형으로 선정된 DNN을 활용한 수위 예측모형의 예측력 평가결과 RMSE는 6.359, NRMSE는 18.91%로 비교적 산지습지의 수위를 잘 예측하는 것으로 나타났다. 본 연구결과를 활용한다면 기존의 미비하였던 미계측 지점의 수위를 활용한 습지유지 및 관리 기법 개발에 기초자료로 사용할 수 있을 것으로 판단된다.

천해에서 내부파로 인해 생성되는 잔향음에 의한 허위표적 신호 발생 가능성 (Possibility of False Target Signals Induced by Reverberation Due to Internal Waves in Shallow Water)

  • 이성춘;김선효;최지웅;강돈혁;박정수;박경주
    • 한국음향학회지
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    • 제34권2호
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    • pp.98-107
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    • 2015
  • 능동소나 시스템에서 천해 내부파에 의한 잔향음으로부터 유도될 수 있는 허위 표적 신호의 발생 가능성에 대하여 연구하였다. 내부파로부터 굴절된 하향 음선은 강한 해저면 잔향음 신호를 발생시켜 허위 표적 신호를 야기한다. 음원으로부터 송출된 음파는 3차원적으로 전파하므로, 2차원(r-z) 뿐만 아니라 수평방향에 대해서도 고려되어야 한다. 솔리톤(soliton)으로 구성된 내부파 모델링은 음원과 솔리톤간 거리 및 솔리톤의 수평폭과 같이 다양한 조건에서 수행되었다. 음원은 가변심도소나(VDS: Variable Depth Sonar)를 가정하여 모의 환경에서의 최소음속층에 위치시켰고, 음선 기반의 잔향음 모델을 이용하여 시간에 따른 잔향음 준위를 모의하였다. 결과적으로 음원과 솔리톤간 거리 및 솔리톤의 수평폭에 따라 여러 개의 허위표적 신호가 동시에 PPI(Plan Position Indicator) 전시기에 나타날 수 있음을 확인하였다.

Benchmarking of the CUPID code to the ASSERT code in a CANDU channel

  • Eun Hyun Ryu;Joo Hwan Park;Yun Je Cho;Dong Hun Lee;Jong Yeob Jung
    • Nuclear Engineering and Technology
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    • 제54권11호
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    • pp.4338-4347
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    • 2022
  • The CUPID code was developed and is continuously updated in KAERI. Verification and validation (V&V) is mainly done for light water reactors (LWRs). This paper describes a benchmarking of the detailed mesh level compared with sub-channel level for application to pressurized heavy water reactors (PHWRs), even though component scale comparison for the PHWR moderator system was done once before. We completed a sub-channel level comparison between the CUPID code and the ASSERT code and a CUPID code analysis. Because the ASSERT code has already been validated with numerous experiments, benchmarking with the ASSERT code will offer us more trust on the CUPID code. The target channel has high power and thus high pressure deformation. The high power channel tends to have a high possibility of critical heat flux (CHF), because a high void fraction and quality in channel exit region appear. In this research, after determining the reference grid and T/H model, we compared the sub-channel level results of the CUPID code with those of the ASSERT code.

수도사업자의 경영환경을 고려한 상수도관망 적정 유지관리비 산정 모델 개발 연구 (The developing optimum maintenance cost model for water pipe network by waterworks business characteristics)

  • 김기범;김창환;신휘수;서지원;형진석;구자용
    • 상하수도학회지
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    • 제31권1호
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    • pp.51-62
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    • 2017
  • For the asset management of a water pipe network, it would be necessary to understand the extent of the maintenance cost required for the water pipe network for the future. This study would develop a method to draw the optimum cost required for the maintenance of the water pipe network in waterworks facilities to maintain the aim revenue water ratio and to achieve the target revenue water ratio, considering the water service providers' waterworks condition and revenue water ratio comprehensively. This study conducted a survey with 96 water service providers as of the early 2015 and developed models to estimate the optimum maintenance cost of the water pipe network, considering the characteristics of the water service providers. Since the correlation coefficient of all the developed models was higher than 0.95, it turned out that it had significant reliability, which was statistically significant. As a result of applying the developed models to the actual water service providers, it was drawn that increasing revenue water ratio to more than a certain level can reduce the maintenance cost of the water pipe network by a great deal. In other words, it is judged that it would be the most efficient to secure the reliability of waterworks management by increasing the short-term revenue water ratio to more than a certain level and gradually increase the revenue water ratio from the long-term perspective. It is expected that the proposed methodology proposed in this study and the results of the study will be used as a basic research for planning the maintenance of water pipe network or establishing a plan for waterworks facilities asset management.

음용수질의 안정성을 위한 부식지수제도의 도입 (Introduction of Corrosion Index System for Stability of Drinking Water Quality)

  • 김영관;김진근
    • 상하수도학회지
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    • 제25권5호
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    • pp.707-717
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    • 2011
  • Replacement of old water distribution pipes for protecting water quality induced by pipe corrosion requires enormous budget. Even after the replacement, however, corrosion can occur again at any times and, therefore, inhibitive measure of the corrosion will be not only economical but needed to diminish the consumers' distrust on tap water quality. In 2008, National Environmental Research Institute did a survey on 8 major drinking water source and proposed to establish the Langelier Saturation Index(LI) as a corrosion index in Drinking Water Quality Criteria. Among the water industries of Korea, K-Water is the only one that set up the level of pH over 7.0 and LI above -1.5 on yearly average basis. However, no systematic regulation including LI to inhibit the corrosive tendency has been established yet. In this paper, LI values out of 31 drinking water treatment plants were analyzed and two-stage control of LI value as a measure of corrosive tendency of water is proposed. Primarily, water treatment facilities may operate the system at a target LI value below -1.5. Following the investigation on the effect caused by adjusting the LI value on water quality and corrosiveness, it will be desirable to improve LI value below -1.0 in the long run. In addition to the LI, supplemental use of Larson's modified ratio (LMR) which incorporates hydraulic detention time will be necessary. Several methods to prove the inhibitive effect of improving the LI value on water quality have been also suggested.

지하수 히트펌프 시스템의 대수층 활용 사레 연구 (Study on the aquifer utilization for a ground water heat pump system)

  • 심병완;이철우
    • 한국신재생에너지학회:학술대회논문집
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    • 한국신재생에너지학회 2006년도 추계학술대회
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    • pp.32-35
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    • 2006
  • The validation of a groundwater source heat pump system installation site is estimated by bydrogeothermic model ing. The hydraulic characteristics of the aquifer system is evaluated from pumping and recovery tests. In addition, the temperature distribution by the pumping and the injection of groundwater, and water level fluctuations are simulated by numerical modeling. The total cooling and heating load for the building is designed as 120RT(refrigeration ton) and the ground water source heat pump system covers 50RT as a subsidiary system The scenario of heat pump operation is organized as pumping and inject ion of groundwater that is performed for 8 hours per day in cooling mode for 90 days during the summer season The heat transfer by the injected warm water is limited near the inject ion wells in the simulated temperature distribution. The reason is that the given operation time is too short to expect broad thermal diffusion in large volume of the aquifer in the simulation time The simulated groundwater level and temperature distribution can be used as important data to develope an energy effective pumping and injection well system. Also it will be very useful to evaluate the hydraulic capacity of a target groundwater reservoir.

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안성천 유역의 BOD농도 확률분포 특성 (Characteristics of Probability Distribution of BOD Concentration in Anseong Stream Watershed)

  • 김경섭;안태진
    • 한국물환경학회지
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    • 제25권3호
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    • pp.425-431
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    • 2009
  • It is very important to know the probability distribution of water-quality constituents for water-quality control and management of rivers and reservoirs effectively. The probability distribution of BOD in Anseong Stream was analyzed in this paper using Kolmogorov-Smirnov test which is widely used goodness-of-fit method. It was known that the distribution of BOD in Anseong Stream is closer to Log-normal, Gamma and Weibull distributions than Normal distribution. Normal distribution can be partially applied depending on significance level, but Log-normal, Gamma and Weibull distributions can be used in any significance level. Also the estimated Log-normal distribution of BOD at Jinwi3 station was to be compared with the measured in 2001, 2002 and 2003 years. It was revealed that the estimated probability distribution of BOD at Jinwi3 follows a theoretical distribution very well. The applicable probability distribution of BOD can be used to explain more rigorously and scientifically the achievement or violation of target concentration in TMDL(Total Maximum Daily Load).

총량관리 단위유역 평가기법을 활용한 서울특별시 주요 유입 지천의 수질개선효과에 관한 연구 (A Study on the Water Quality Improvement of Major Tributaries in Seoul, Applying Watershed Evaluation Techniques)

  • 심규현;김경훈;임태효;김용석;김성민
    • 한국물환경학회지
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    • 제37권1호
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    • pp.32-46
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    • 2021
  • South Korea has been divided into quantities and water quality, and due to a revision of the Government Organization law in June 2018, the controversial water management system was integrated into the Ministry of Environment. The total Maximum Daily Loads System has been called the flower of water quality control, and since 2004, all three major river systems which have been introduced into the Han River system, despite its various difficult environments, and subsequently leading to all of the four major rivers undergoing obligatory implementation since 2013. Currently, the target TMDL (Han River Phase 1 and Other Water Systems Phase 3) for the 2020 stage has been implemented. The domestic TMDL established a basic plan for calculating the load which complies with the unit watershed's target water quality, as well as an implementation plan for annual load management, both which have been institutionalized in order to evaluate load compliance on a repeated annual basis. Local governments ask external organizations to conduct investigations every year in order to assess the transition, which thereby requires tens of millions of won every year. Therefore, an assessment and management model that can be easily operated at the TMDL personnel level is required. In this study, when the Han river Water System TMDL was implemented in earnest, we confirmed the the water quality improvement effect when TMDL was introduced to major inflow tributaries (TancheonA, JungnangA, AnyangA) under the Seoul City's jurisdiction through the use of the total amount control unit basin evaluation technique. By presenting customized management measures, we propose the guidelines that are necessary for determining more effective water environmental policies.

새만금 내부개발이 체류시간 및 수질변화에 미치는 영향 (Impacts on Residence Time and Water Quality of the Saemangeum Reservoir Caused by Inner Development)

  • 유상철;서승원;이화영
    • 한국해양환경ㆍ에너지학회지
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    • 제15권3호
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    • pp.186-197
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    • 2012
  • 새만금호 내부개발에 따른 호 내측의 수리특성과 수질환경 영향을 분석하기 위해 EFDC 모형을 이용한 심층적인 수치모의가 수행되었다. 개발이 진행되면서 방수제 및 준설 영향으로 표 저층간의 흐름특성이 변화된다. 특히 관리수위 적용에 따른 제한적인 배수갑문 운영은 기존과 다르게 표 저층간 성층발달을 심화시켜 새만금호 내측의 수질환경을 악화시키는 주요 인자로 확인되었다. 무작위행보에 의한 입자추적방법을 이용한 내부 체류시간 분석을 통해 확인된 특성은 평수시와 홍수시 그 특성이 크게 다르지만, 만경호 북측구역은 일종의 사대로 변화되어 오염물질이 장기간 체류되면서 침적된 저니층의 용출로 인해 수질환경이 악화되는 주요 원인으로 작용할 것으로 추론되었다.

낙동강 중류유역의 지역별 비점오염 특성 (The Regional Characteristics of Nonpoint Source Pollutant Loads in Mid-stream of Nakdong River)

  • 손성호;최경숙
    • 한국관개배수논문집
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    • 제14권2호
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    • pp.181-193
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    • 2007
  • The characteristics of non-point source pollutant loads in middle-stream of Nakdong River Were studied through analysis of pollutant loads of 8 sub-watersheds divided based on administrative district. The pollutant concentration of each sub-watershed was collected from Nakdong-River Water Research Institute and Daegu Regional Environmental Office, respectively. Pollution items analysed in this study were BOD, SS, T-N and T-P. High degree of non-point pollution was observed from Gumi, Goryeong, Gyeongsan, Daegu and Sungju, and pollution was usually increased during rainy season. This result indicates that a given pollution condition within the watershed can be more sensitive than location factor to the level of water quality. The main sources of non-point pollution were population and livestock, as well as landuse factor, and were found to significantly contribute to the water pollution. Alternative solutions for controlling pollution sources, therefore, should be provided to meet target levels of water quality in this region.

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