Currently, there is no definitive regulation for the appropriate frequency of data sampling in water distribution networks, yet it plays a crucial role in the efficient operation of these systems. This study proposes a new methodology for determining the optimal frequency of data acquisition in water distribution networks. Based on the decomposition of signals using harmonic series, this methodology has been validated using actual data from water distribution networks. By analyzing 12 types of data collected from two points, it was demonstrated that utilizing the factors and cumulative periodograms of harmonic series enables similar accuracy at lower data acquisition frequencies compared to the original signals.

The water supply facilities of Korea have achieved a rapid growth, along with the other social infrastructures consisting a city, due to the phenomenon of urbanization according to economic development. Meanwhile, the level of water supply service demanded by consumer is also steadily getting higher in keeping with economic growth. However, as an adverse effect of rapid growth, the quantity of aged water supply pipes are increasing rapidly, Bursts caused by pipe aging brought about an enormous economic loss of about 6,161 billion won as of 2019. These problems are not only worsening water supply management, also increasing the regional gap in water supply services. The purpose of this study is to classify hazard evaluation indicators and to rank the water distribution network hazard by cluster using the TOPSIS method. In conclusion, in this study, the entropy-based multi-criteria decision-making methods was applied to rank the hazard management of the water distribution network, and the hazard management ranking for each cluster according to the water supply conditions of the county-level municipalities was determined according to the evaluation indicators of water outage, water leakage, and pipe aging. As such, the hazard ranking method proposed in this study can consider various factors that can impede the tap water supply service in the water distribution network from a macroscopic point of view, and it can be reflected in evaluating the degree of hazard management of the water distribution network from a preventive point of view. Also, it can be utilized in the implementation of the maintenance plan and water distribution network management project considering the equity of water supply service and the stability of service supply.

부남호는 하굿둑 건설 이후 수질이 급격히 악화되어 농업용수로 사용이 불가할 만큼 본래의 기능을 상실하였다. 따라서 해수 교환이나 유통의 필요성이 있으나, 극히 오염된 부남호의 물을 대량 방류할 시 문제가 야기될 수 있기 때문에 시기에 따른 환경 조사가 중요하다. 따라서 본 연구에서는 갈수기 (4월)와 강우기 (7월)에 천수만과 부 남호의 수질 및 식물플랑크톤 분포 특성을 조사하였다. 갈수기에는 부유 생물이 정체되어 부남호 내에서 남조류 Oscillatoria spp. 세포수가 8.92×107 cells L-1로 대증식하였 고, Nitrate+Nitrite을 제외한 영양염 대부분이 소비되었다. 강우기에는 담수 유입의 영향으로 부남호에서 용존 영양염이 크게 증가하였고 부남호에서 식물플랑크톤이 대증식 하였다. 강우기 방류의 영향으로 천수만 내측 역시 높은 농도의 생물량을 보였다. 강우기 부남호에서 우점했던 남조류 Oscillatoria spp.와 Microcystis spp.가 천수만 내측에서도 다수 출현하였으며, 해수에서는 Cheatoceros spp., Eucampia zodiacus와 같은 규조류가 빠르게 증식하였다. 부영양화 지수는 부남호 내측에서 1을 초과하여 부영양 해역으로 평가되었다. 천수만은 강우기에 담수 방류의 영향을 받을 경우 부영양화 해역으로 평가되었다. 특히 부남호 내 방조제에 인접한 B3 정점의 8 m 이상 수심에서 정체된 해수 기원의 강한 빈산소 수괴가 관찰되었고, Nitrate+Nitrite를 제외한 영양염 농도가 극단적으로 높았다. 특히 COD 농도가 206 mg L-1로 심하게 오염된 상태임을 확인하였다. 따라서 부남호는 지속적으로 육상기원의 영양염이 누적되며, 식물플랑크톤의 대발생과 침강으로 수질이 더욱 악화될 가능성이 높은 수역으로 판단되었고, 이를 근본적으로 해결하기 위해서는 해수유통을 통한 생태계 복원이 필수적이다.

여름 동중국해 북부해역 (32°N~33°N, 124°E~127° 30ʹE)에서 수괴에 따른 미소플랑크톤에 속하는 식물플랑크톤 군집 및 섬모충류 현존량의 공간분포 및 저차영양단계의 생태구조 특성을 파악하기 위한 현장조사를 2019년 8월 3일부터 8월 6일까지 21개 정점의 표층과 Chl-a 최댓 층 (CML)을 대상으로 채수하였다. 결과 북부해역의 수괴는 크게 중국연안수 (CCW) 및 쓰시마난류 (TWC)로 구분 되었다. CCW는 고온, 저염의 환경특성을, 그리고 TWC는 고온, 고염의 환경특성을 나타내었다. 수괴에 따른 식물플랑크톤 군집특성은 CCW가 중국의 대형하천에서 공급되는 영양염류에 의해 다양한 군집구조를 보인 반면, TWC는 남방의 빈영양 외해역에서 발원하여 북상하고 있어 단조로운 군집특성을 나타내었다. 식물플랑크톤과 섬모충류의 현존량은 CCW에서 매우 높았고, TWC에서 낮은 특성을 보였다. 특히 TWC에서 식물플랑크톤에 비해 높은 섬모충류의 현존량을 보이는 것에서 세균 등을 먹이원으로 하는 미세먹이망에 의한 저차영양단계의 에너지흐름 이 자원생물 생산에 중요한 역할을 하는 것으로 판단되었다. 즉 여름 동중국해의 생태구조는 수괴에 따라 CCW가 bottom-up system 구조라면, TWC는 top-down system 구조를 갖는 것으로 추정되었다.

In this study, air scouring cleaning was selected and applied among 5 small blocks (S1~S5) in domestic S cities to analyze the cleaning effect of particles causing discoloration. In order to identify the cleaning effect, 10 locations were selected as water quality investigation point, such as the stagnant or water mains ends. Removal of solids, variation of particle components, weight and concentration were analyzed. And the level of the cleanness of the surface inside water mains using endoscope was investigated. As a result of analysis, the solids discharged after cleaning were mainly sand and gravel, pieces related to pipe materials, and corrosion products. As a result of analyzing the concentrated particles of the filter before and after cleaning, it was found that the change in discoloration on the filter was large. In addition, as a result of comparing the weight and the concentration of the particles, it was found that the particles causing discoloration were significantly removed after cleaning. From the results of the endoscopy, it was confirmed that most of the precipitated and accumulated dark yellow discoloration matters inside water mains were removed through cleaning. Therefore, it seems that the particles causing discoloration in water decreased after cleaning. Therefore, it is expected that, if properly cleaning was applied, matters that cause discoloration can be removed from the water mains, and customer's complaints can also be reduced through water quality improvement.

본 연구는 난방온실의 온도분포 균일화를 위한 기초자료 제공을 목적으로 온수난방 방식의 토마토 재배 온실 에서 난방실험을 통하여 난방배관의 표면온도와 실내기온 사이의 상관관계를 분석하고, 난방배관의 열전달특성 분석과 난방배관 배치의 개선을 통하여 난방배관 표면온도의 편차를 줄이고 균일도를 향상시키기 위한 방안을 도출하였다. 서로 다른 두 온실의 온도분포를 분석하여 최대편차와 균일도를 검토한 결과, 온수의 유량이 많고 난방배관의 길이가 짧게 배치된 온실의 온도편차가 작고, 균일도는 높은 것으로 나타났다. 또한 순환팬을 가동한 경우에 온도편차는 작아지고 균일도가 개선되는 것을 확 인할 수 있었다. 난방배관의 표면온도와 실내기온 사이의 상관관계를 분석한 결과, 두 온실 모두에서 유의적인 (p<0.01) 정적 상관관계가 있는 것으로 나타났다. 온수난방 온실에서 실내기온의 분포는 난방배관 표면온도의 분포에 영향을 받는다는 것을 확인할 수 있었고, 온도편차 가 최소화 되도록 난방배관을 배치함으로써 실내기온 분포의 균일도를 개선할 수 있는 것으로 판단되었다. 난방 배관의 열전달 특성을 분석한 결과 배관의 길이가 길어 지면 온도편차는 커지고, 관내의 유속이 빨라지면 온도 편차는 작아지는 것으로 나타났다. 따라서 지선배관의 길이가 짧아지도록 난방배관을 배치하고, 관내의 유속을 제어함으로써 온실의 온도분포와 환경의 균일성을 개선 할 수 있을 것으로 판단되었다. 국내 온실에서 가장 많 이 사용하고 있는 튜브레일(40A) 방식의 온수난방시스 템에서 하나의 지선배관에서의 온도편차를 3oC 이내로 조절하기 위해서는 관내의 유속이 0.2, 0.4, 0.6, 0.8, 1.0m·s-1일 때 난방배관의 길이는 각각 40, 80, 120, 160, 200m 이내로 제한해야 하는 것으로 분석되었다.

Waterworks facilities inevitably experience some amount of leakage even if there is a lot of investment or state-of-the-art technology that is applied such as DMA(District Metered Area) system construction, leakage detection, repair, pipe rehabilitation, etc. The primary reason is the leakage is naturally restored over time. In the UK, this restoration characteristic is defined as NRR(Natural rate of rise of leakage) and used to decision making for prioritizing active leakage control of DMAs. However, this restoration characteristic is well recognized, but researches on NRR in the water distribution system are insufficient in Korea. In this study, the estimation method of NRR was developed suitable for applicating in Korea considering of SCADA data, water infrastructure, and water usage patterns by modification of the UK's NRR method. The proposed method was applied to 9 DMAs and verified it's applicability by comparing with the other water loss performance indicators. It is expected that the proposed method can be used to support decision making for sustainable NRW(Nor-revenue water) management in the water distribution system.

본 연구에서는 동진강 수계에서 외래 교란어종 (큰입배스와 블루길)에 대한 물리적 서식지 및 화학적 수질 특성의 영향을 분석하였다. 또한 큰입배스 (Micropterus salmoide)와 불루길 (Lepomis macrochirus) 각각 어종에 대한 우점 지역 (출현 지역)과 비출현 지역을 구분하였고, 수 화학 (Water chemistry) 및 어류서식지 특성 (하상구조 등)에 대한 상관도 분석을 실시하였다. 두 교란어종의 상대 풍부도는 BOD, PO4-P 및 pH의 수질이 악화됨에 따라 크게 감소하였으나, NO3-N 및 전기전도도에 따른 풍부도 변화는 보이지 않았다. 블루길은 동진강 수계의 우점 지역 (출현 지역)과 비출현 지역 두 지역 사이에 서식지 구조적 측면에서 유의한 차이를 보이지 않은 반면, 큰입배스는 두 지역 간의 비교군에서 뚜렷한 차이를 보였고, 특히, 실트, 자갈, 암반과 같은 하상구조에서 뚜렷한 차이를 보였다. 동진강에서 우점종은 피라미 (14.6%), 불루길 (14.0%) 및 큰입 배스 (9.8%)로서 나타났다. 즉, 외래 생태교란종이 전체 개체수의 24%를 차지하여, 동진강 수계는 외래종의 분포는 유기물 오염 및 영양염 (P) 오염에 의해 크게 영향을 받는 것으로 나타났다.

Analysis of water quality distribution is very important for river water quality management. Recently, various studies have been conducted on the analysis of water quality distribution according to reduction methods of nonpoint pollutant. The objective of this study was to select the probability distributions of water quality constituents (T-N, T-P, COD, SS) according to the farming forms (control, slow release fertilizer, water depth control) during non-storm period in the paddy fields. The field monitoring was conducted monitoring site located in Baeksan-myun, Buan-gun, Jeollabuk-do, Korea during non-storm period from May to September in 2016. Our results showed that there were no differences in water quality among three different farming forms, except for SS of control and water depth control. K-S method was used to analyzed the probability distributions of T-N, T-P, COD and SS concentrations discharged from paddy fields. As a results of the fitness analysis, T-N was not suitable for the normal probability distribution in the slow release fertilizer treatment, and the log-normal probability distribution was not suitable for the T-P in control treatment. The gamma probability distribution showed that T-N and T-P in control and slow release fertilizer treatment were not suitable. The Weibull probability distribution was found to be suitable for all water quality constituents of control, slow release fertilizer, and water depth control treatments. However, our results presented some differences from previous studies. Therefore, it is necessary to analyze the characteristics of pollutants flowing out in difference periods according to various farming types. The result of this study can help to understand the water quality characteristics of the river.

This study developed prediction models of chlorine bulk decay coefficient by each condition of water quality, measuring chlorine bulk decay coefficients of the water and water quality by water purification processes. The second-reaction order of chlorine were selected as the optimal reaction order of research area because the decay of chlorine was best represented. Chlorine bulk decay coefficients of the water in conventional processes, advanced processes before rechlorination was respectively 5.9072 (mg/L)-1d-1 and 3.3974 (mg/L)-1d-1, and 1.2522 (mg/L)-1d-1 and 1.1998 (mg/L)-1d-1 after rechlorination. As a result, the reduction of organic material concentration during the retention time has greatly changed the chlorine bulk decay coefficient. All the coefficients of determination were higher than 0.8 in the developed models of the chlorine bulk decay coefficient, considering the drawn chlorine bulk decay coefficient and several parameters of water quality and statistically significant. Thus, it was judged that models that could express the actual values, properly were developed. In the meantime, the chlorine bulk decay coefficient was in proportion to the initial residual chlorine concentration and the concentration of rechlorination; however, it may greatly vary depending on rechlorination. Thus, it is judged that it is necessary to set a plan for the management of residual chlorine concentration after experimentally assessing this change, utilizing the methodology proposed in this study in the actual fields. The prediction models in this study would simulate the reduction of residual chlorine concentration according to the conditions of the operation of water purification plants and the introduction of rechlorination facilities, more reasonably considering water purification process and the time of chlorination. In addition, utilizing the prediction models, the reduction of residual chlorine concentration in the supply areas can be predicted, and it is judged that this can be utilized in setting plans for the management of residual chlorine concentration.

A nationwide survey of 8 N-nitrosamines in finished water samples from drinking water treatment plants (DWTPs) in Korea was conducted. The samples were pre-treated by solid-phase extraction (SPE) and analyzed using a gas chromatography coupled with tandem mass spectrometry (GC-MS/MS). According to the study results, four N-nitrosamines (NDMA, NDEA, NMOR, NDBA) were detected for three consecutive years, NMEA and NPYR were only found in samples collected in 2013. Two of these N-nitrosamines, N-nitrosodimethylamine (NDMA) and N-nitrosodiethylamine (NDEA), have received attention and were the most commonly detected. The concentration of NDMA and NDEA in this study ranged from 0.002 μg/L to 0.013 μg/L and in 0.001 μg/L to 0.008 μg/L, respectively. In comparison to studies performed in EPA(UCMR2), the concentrations of NDMA (from 0.002 μg/L to 0.630 μg/L) and NDEA (from 0.005 μg/L to 0.100 μg/L) observed in the this study were low.

본 연구에서는 완도 해역에서 단기적인 수온의 변화에 영향을 주는 요인을 파악하기 위하여 시계열 분석을 실시하였다. Power spectrum 결과에서 기온은 약 24 hr에서 peak를 보였으나 수온과 조위는 약 12 hr 및 24 hr에서 peak가 나타났다. 수온과 조위의 상관 성을 파악하기 위해 coherence 분석을 실시한 결과, 두 변수는 반일주기에서 0.92로 높은 상관성을 보였다. 또한 수온의 시·공간적인 분포를 파악하기 위하여 수치실험을 실시하였다. 대조기에는 최강 낙조와 최강 창조 시의 평균 수온차가 0.3 인 반면, 소조기에는 평균 수온차가 0.13 로 작았다. 대조기의 수온차가 큰 이유는 비교적 수온이 낮은 외해수가 강한 조류에 의해 창조 시 유입되고 낙조 시 빠져나가기 때문인 것으로 판단된다. 전반적으로 수온은 외해보다 연안에서 높게 나타났다. 외해보다 연안은 수심이 얕기 때문에 일사량에 의해 수온이 빠르게 증가하기 때문인 것으로 사료된다.

Direct spring loaded pressure relief valve(DSLPRV) is a safety valve to relax surge pressure of the pipeline system. DSLPRV is one of widely used safety valves for its simplicity and efficiency. However, instability of the DSLPRV can caused by various reasons such as insufficient valve volume, natural vibration of the spring, etc. In order to improve reliability of DSLPRV, proper selection of design factors of DSLPRV is important. In this study, methodology for selecting design factors for DSLPRV was proposed. Dynamics of the DSLPRV disk was integrated into conventional 1D surge pressure analysis. Multi-objective genetic algorithm was also used to search optimum design factors for DSLPRV.

Maintaining adequate residual chlorine concentration is an important criteria to provide secure drinking water. The chlorine decay can be influenced by unstable flow due to the transient event caused by operation of hydraulic devices in the pipeline system. In order to understand the relationship between the transient event and the chlorine decay, the probability density function based on the water demand curve of a hypothetical water distribution system was used. The irregular transient events and the same number of events with regular interval were assumed and the fate of chlorine decay was compared. The chlorine decay was modeled using a generic chlorine decay model with optimized parameters to minimize the root mean square error between the experimental chlorine concentration and the simulated chlorine concentration using genetic algorithm. As a result, the chlorine decay can be determined through the number of transients regardless of the occurrence intervals.