• Title/Summary/Keyword: Water drawdown

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Flood Risk Management for Weirs: Integrated Application of Artificial Intelligence and RESCON Modelling for Maintaining Reservoir Safety

  • Idrees, Muhammad Bilal;Kim, Dongwook;Lee, Jin-Young;Kim, Tae-Woong
    • Proceedings of the Korea Water Resources Association Conference
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    • 2020.06a
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    • pp.167-167
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    • 2020
  • Annual sediment deposition in reservoirs behind weirs poses flood risk, while its accurate prediction remains a challenge. Sediment management by hydraulic flushing is an effective method to maintain reservoir storage. In this study, an integrated approach to predict sediment inflow and sediment flushing simulation in reservoirs is presented. The annual sediment inflow prediction was carried out with Artificial Neural Networks (ANN) modelling. RESCON model was applied for quantification of sediment flushing feasibility criteria. The integrated approach was applied on Sangju Weir and also on estuary of Nakdong River (NREB). The mean annual sediment inflow predicted at Sangju Weir and NREB was 400,000 ㎥ and 170,000 ㎥, respectively. The sediment characteristics gathered were used to setup RESCON model and sediment balance ratio (SBR) and long term capacity ratio (LTCR) were used as flushing efficiency indicators. For Sangju Weir, the flushing discharge, Qf = 140 ㎥/s with a drawdown of 5 m, and flushing duration, Tf = 10 days was necessary for efficient flushing. At NREB site, the parameters for efficient flushing were Qf = 80 ㎥/s, Tf = 5 days, N = 1, Elf = 2.24 m. The hydraulic flushing was concluded feasible for sediment management at both Sangju Weir and NREB.

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Comparative Analysis of the Evaluation Method for Vunlnerable Period of Groundwater Level Drawdown in the Inland Area, Korea (내륙지역 지하수위 하강 취약시기 평가 방법 비교 분석 (가뭄 대응 지하수 활용 기술))

  • Lee, Jae-Beom;Yang, Jeong-Seok
    • Proceedings of the Korea Water Resources Association Conference
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    • 2020.06a
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    • pp.412-412
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    • 2020
  • 기후변화로 인한 강우사상의 변화, 수자원 환경의 변화로 인하여 최근 한반도에 발생한 가뭄시기에 기존의 지표수자원 위주의 수자원 개발은 용수 확보의 측면에서 한계점이 발생하였다. 지하수자원은 최근 지속가능하고 안정적인 수원으로서 역할이 중요해지고 있는 상황이다. 본 연구는 지하수자원의 정량적 평가를 위하여 지하수자원을 대표할 수 있는 인자로 지하수위를 선택하였고, 남원시의 9개 소유역을 대상으로 시공간의 변동을 고려한 월 단위 지하수위 관리 취약성 평가 방법을 개발하였다. 지하수위 취약 시기 평가에서 강수의 지하대수층에 대한 영향을 고려하고 강수 자료의 적용 방법에 따라 유효 우량을 적용하는 방법과 한계침투량 개념을 적용한 강수 자료를 이용하는 방법을 이용하였고 취약 시기 평가 결과를 비교하였다. 지하수위 취약 시기 평가 기준을 개발하고, 엔트로피 방법을 이용하여 가중치를 선정하였으며 다중의사결정 방법을 통해 소유역 별로 지하수자원 취약 시기를 평가하였다. 본 연구에서 개발된 방법은 시공간적인 지하수자원의 효율적 관리 대책 수립의 근거가 될 수 있을 것으로 기대된다.

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Statistical Analysis of Aquifer Characteristics Using Pumping Test Data of National Groundwater Monitoring Wells for Korea (국가지하수 관측망의 양수시험 자료를 이용한 국내 대수층 특성의 통계적 분석)

  • Jeon Seon-Keum;Koo Min-HO;Kim Yongje;Kang In-Oak
    • Journal of Soil and Groundwater Environment
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    • v.10 no.6
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    • pp.32-44
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    • 2005
  • 314 pumping test data of the National Groundwater Monitoring Wells (NGMWs) are analyzed to present statistical properties of fractured-rock and alluvial aquifers of Korea such as distribution of hydraulic conductivity, empirical relations between transmissivity and specific capacity, and time-drawdown patterns of pumping and recovery test. The mean hydraulic conductivity of alluvial aquifers (1.26 m/day) is 17 times greater than that of fractured-rock aquifers (0.076 m/day). Hydraulic conductivity of fracture-rock aquifers ranges in value over 4 orders of magnitude which coincide with representative values of fractured crystalline rocks and shows distinctive differences among rock types with the lowest values for metamorphic rocks and the highest values for sedimentary rocks. In consideration of the estimated transmissivity with some simplifying assumptions, it Is likely that $32\%$ of groundwater flow for NGMWs would occur through fractured-rock aquifers and $68\%$ through alluvial aquifers. Based on 314 pairs of data, empirical relations between transmissivity and specific capacity are presented for both fractured-rock and alluvial aquifers. Depending on time-drawdown patterns during pumping and recovery test, NGMWs are classified into $4\~5$ types. Most of NCMWs $(83.7\%)$ exhibit the recharge boundary type, which call be attributed to sources of water supply such as streams adjacent to the pumping well, the vertical groundwater flux between fractured-rock and the alluvial aquifers, and the delayed yield associated with gravity drainage occurring in unconfined aquifers.

Seepage Analysis of Rock -fill Dam Subjected to Water Level Fluctuation (수위가 변동하는 휠댐의 안정성 해석(I))

  • 이대수
    • Geotechnical Engineering
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    • v.12 no.6
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    • pp.65-78
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    • 1996
  • The Chungpyung Dam is a 16 yearn old rock-fill dam for a Pumped storage hydro-Power plant, located in the middle of the Korean Peninsula. Since the dam is subjected to the daily water level fluctuation, such as rapid drawdown and refill, thus inducing a structural impact on the behavior of dam body, it draws attention of many engineering concerns. Traditionally, steady-state analysis was employed to investigate the seepage in the dam body, but in this study the seepage analysis was numerically performed by 2-D FEM thansient analysis. As a boundary condition for an analysis, the water level fluctuation was incorporated to simulate the daily change. As a res41t, the various seepage phenomena such as hydraulic gradient, seepage vector, and pore water pressure distribution were quantified at the corresponding time of interest as the water level rises and recedes. The seepage flux was also estimated and compared with the measured data which were both acceptable considering design criteria. The result proves that there is no sign of hazardous sources contributing to the possibility of piping, internal erosion and excess leakage through the dam body.

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Safety Evaluation of Agricultural Reservoirs due to Raising Embankment by Field Monitoring and Numerical Analysis (현장계측과 수치해석에 의한 농업용저수지 제체의 안정성 평가)

  • Lee, Kwang Sol;Lee, Dal Won;Lee, Young Hak
    • Journal of The Korean Society of Agricultural Engineers
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    • v.58 no.2
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    • pp.31-44
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    • 2016
  • This study analyzed pore water pressure, earth pressure and settlement through field monitoring on the project site in which raising embankments are being built through backside extension, and compared the behaviors of seepage analysis, slope stability analysis and stress-strain during flood water levels and rapid drawdown under steady state and transient condition. The variation of pore water pressure showed an increase during the later period in both upstream and downstream slope, with downstream slope more largely increased than upstream slope overall. The variation of earth pressure increased according to the increase of embankment heights, while the change largely showed in the upstream slope, it was slowly increased in the downstream slope. The settlements largely increased until 23 m as embankment heights increased, and showed very little settlement overall. Under a steady state and transient conditions, the seepage quantity per day and leakage quantity per 100 m of embankment against total storage were shown to be stable for piping. The hydraulic gradient at the core before and after raising embankments was greater than the limit hydraulic gradient, showing instability for piping. The safety factor of upstream and downstream slopes were shown to be very large at a steady state, while the upstream slopes greatly decreased at a transit conditions, downstream slopes did not show any significant changes. The horizontal settlements, the maximum shear strain and stress are especially distributed at the connecting portion of the existing reservoir and the new extension of backside. Accordingly, the backside extension method should be designed and reinforced differently from the cases of other types reservoirs.

Assessment of Climate Change Impact on Downstream Flow by Dam Operations during the Drawdown Period (기후변화가 이수기 댐운영에 따른 하류하천유량에 미치는 영향 평가)

  • Park, Jong-Yoon;Ha, Rim;Jung, In-Kyun;Kang, Boo-Sik;Chung, Se-Woong;Kim, Seong-Joon
    • Proceedings of the Korea Water Resources Association Conference
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    • 2012.05a
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    • pp.157-157
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    • 2012
  • 본 연구에서는 충주댐유역($6,642km^2$)을 대상으로 미래 기후변화가 다목적댐의 이수운영에 따른 하류하천유량에 미치는 영향을 평가하고자 하였다. 이를 위해, 물리적 기반의 장기유출모형인 SWAT(Soil and water assessment tool) 모형과 저수지의 홍수조절, 용수공급계획, 저수지 제약사항 조사 및 실시간 의사결정지원이 가능한 HEC-ResSim 모형을 적용하였다. 먼저, 미래 댐유입량 산정을 위해 IPCC(Intergovernmental panel on climate change)에서 제공하는 A1B 배출시나리오를 포함하는 MIROC3.2 hires 모형의 결과로부터 충주댐 유역의 총 6개 기상관측소에 대한 과거 30년(1997~2006) 실측자료를 바탕으로 미래 온도와 강수에 대한 편이보정(Bias correction) 및 상세화(Downscaling) 과정을 통하여 미래 기후자료(2040s, 2080s)를 생산하였다. 그 결과, 미래 연평균 온도는 기준년도인 2010년에 비해 최대 $+4.8^{\circ}C$(2080s)의 온도증가를 보였으며, 강수량의 경우 여름과 가을 강수량이 다소 감소하였으나 연평균 강수량은 최대 +34.4%(2080s) 증가하는 것으로 전망되었다. 기후변화에 따른 충주댐의 유입량 산정은 SWAT모형을 이용하여 수자원공사에서 제공하는 1995~2010년까지의 일별 댐유입량 자료를 제공받아 모형의 보정 및 검증을 실시하였다. 기후변화 시나리오 적용에 따른 연평균 댐 유입량은 2080s에 39.8% 증가는 것으로 전망되었다. 이러한 댐유입량의 변화는 댐운영의 변화를 가져올 것으로 예상된다. 따라서, 본 연구에서는 HEC-ResSim모형을 이용하여 충주댐의 월별 용수공급계획(생공용수, 발전용수, 관개용수, 하천유지용수) 및 저수지 운영룰(Rule)에 따른 이수운영모의를 통해 미래 댐유입량 시나리오별 저수위변화 및 방류량을 산정하고 하류 하천의 유황변화를 분석하였다.

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Difference in Shoreline Flora According to the Usage of Reservoirs in Korea (우리나라 저수지의 용도에 따른 호안 식물상 차이)

  • Cho, Hyunsuk;Cho, Kang-Hyun
    • Journal of Wetlands Research
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    • v.17 no.4
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    • pp.339-347
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    • 2015
  • Differences in characteristics of flora and environmental factors of geomorphology, hydrology, water quality and soil were investigated in the shoreline of total 35 reservoirs according to their usages of waterpower generation, agricultural water supply, residential and industrial water supply and flood control in Korea. The number of plant species, floral structure and characteristics of species traits in the shoreline of reservoirs were different according to their usage. From the results of stepwise regression analysis, the total number of vascular plant species was increased at the environment of the higher flood frequency at the median water level and the longer exposure duration of the shoreline. The results of principal coordinates analysis and cluster analysis showed that the shoreline flora was classified as the 3 types of 1) flood control and residential and industrial water supply, 2) agricultural water supply and 3) waterpower generation reservoirs. The water level fluctuation, flood frequency at the median water level, lake water quality index and exposure duration of the shoreline were selected as important environmental factors affected on the characteristics of shoreline flora. The species richness of total flora and hydrophytes, especially submerged macrophytes, were much higher in the reservoirs for the purpose of the waterpower generation in which mesotrophic water quality and stable water levels were maintained. Annual or biennial ruderals were established on the ephemeral drawdown zone of flood control, residential and industrial water supply reservoirs which have oligotrophic or mesotrophic water quality and wide range of water level fluctuation. The floating hydrophytes were differentially dominated in the littoral zones of the agricultural water supply reservoirs with a mesotrophic or eutrophic water quality and a medium water level fluctuation. In conclusion environmental factors related to water level fluctuation and water quality were different and then the floral characteristics of shoreline were distinguishable according to usage of Korean reservoirs.

Change of Hydraulic Characteristics due to Well Drilling and Well Development in an Unconsolidated Aquifer (미고결대수층에서 우물 굴착 및 개량에 의한 대수층의 수리특성 변화)

  • Kim, Byung-Woo;Kim, Gyoo-Bum;Kim, Geon-Young
    • The Journal of Engineering Geology
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    • v.22 no.1
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    • pp.27-37
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    • 2012
  • To investigate the effect of aquifer disturbance on hydraulic properties while well drilling at unconsolidated aquifer, the following tests were conducted: the surge block and air-surging methods, which are well development methods used after well drilling; and step-drawdown tests and constant-rate pumping tests, which are used to assess changes in the aquifer after well drilling and development. The result of step-drawdown tests indicated that drawdown for a pumping-rate of $700m^3/day$ was 21.62 m after well development, decreasing 4.39 m from 26.01 m after well drilling. The skin factor used to identify the well properties decreased from 7.92 after well drilling to 5.04 after well development, respectively, which shows the improvement of well. Constant-rate pumping tests revealed a small increase in aquifer transmissivity after well development at MW-2, -3, and -4, centering around pumping well, from $1.684{\times}10^{-3}{\sim}4.490{\times}10^{-3}m^2/sec$ to $4.002{\times}10^{-3}{\sim}4.939{\times}10^{-3}m^2/sec$. MW-1, however, showed decline in hydraulic conductivity from $1.018{\times}10^{-2}m^2/sec$ to $6.988{\times}10^{-3}m^2/sec$, which was caused by a small decrease of aquifer permeability around monitoring well MW-1 due to latent factor of air interception and clogging in aquifer during surging. This finding indicates that fine particles have an effect on hydraulic properties at unconsolidated aquifers during well drilling; therefore, we consider that well drilling and development have an effect on hydraulic properties.

Analysis of Environmental Factors of Geomorphology, Hydrology, Water Quality and Shoreline Soil in Reservoirs of Korea (우리나라 저수지에서 지형, 수문, 수질 및 호안 토양 환경요인의 분석)

  • Cho, HyunSuk;Cho, Kang-Hyun
    • Korean Journal of Ecology and Environment
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    • v.46 no.3
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    • pp.343-359
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    • 2013
  • In order to understand shoreline environment characteristics of Korean reservoirs, the interrelationships between environmental factors of geomorphology, hydrology, water quality and shoreline soil were analyzed, and the reservoir types were classified according to their environmental characteristics in the 35 reservoirs selected by considering the purpose of dam operations and annual water-level fluctuations. Geomorphological and hydrological characteristics of reservoirs were correlated with the altitude and the size scale of reservoirs. The annual range of water level fluctuation showed a wide variation from 1 m to 27 m in the various reservoirs in Korea. The levels of eutrophication of most reservoirs were mesotrophic or eutrophic. From the result of the soil texture analysis, sand contents were high in reservoir shorelines. Range, frequency and duration of water-level fluctuation were distinctive from the primary function of reservoirs. Flood control reservoirs had a wide range with low frequency and waterpower generation reservoirs had a narrow range with high frequency in the water-level fluctuation. According to the result of CART (classification and regression tree) analysis, the water quality of reservoirs was classified by water depth, range of water-level fluctuation and altitude. The result of PCA (principal component analysis) showed that the type of reservoirs was classified by reservoir size, water-level fluctuation, water quality, soil texture and soil organic matter. In conclusion, reservoir size, the water-level fluctuation, water quality and soil characteristics might be major factors in the environment of reservoir shorelines in Korea.

Landslide Analysis of River Bank Affected by Water Level Fluctuation I (저수위 변동에 영향을 받는 강기슭의 산사태 해석 I)

  • Kim, You-Seong;Wang, Yu-Mei
    • Journal of the Korean Geosynthetics Society
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    • v.9 no.3
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    • pp.77-85
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    • 2010
  • The change of water level in reservoirs is an important factor causing failure of bank slopes, i.e. landslide. The water level of Three Gorges reservoir in China fluctuate between 145 m and 175 m, as a matter of flood control. During its normal operational state, the rate of water level fluctuation is supposed to range from 0.67 m/d to 3.0 m/d. Majiagou slope is located on the left bank of Zhaxi River, 2.1 km up from the outlet. Zhaxi River is a tributary of the Yangtze River within the Three Gorges area, of which the water level changes with the reservoir. At the back of Majiagou slope, a 20 m long and 3~10 cm wide fissure developed just after the reservoir water level rose from 95 m to 135 m in 2003. This big fissure was a full suggestion of potential failure of this slope. In this study, unsaturated-saturated seepage analyses were carried out to simulate the change of pore-water pressures in the bank slope subjected to the reservoir water level change. The obtained pore-water pressures were then used to evaluate the change in factor of safety (FS) with reservoir water level. It was found that the phreatic line showed a delayed response with respect to the change of the reservoir water level, because the seepage through soil layer was generally slower than water flows itself. During the rising and drawdown process, the phreatic lines take the shapes of concave and convex, respectively. And the fluctuation of reservoir water level just affected the front part of the bank slope, but had little influence on the back of the slope.

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