• 제목/요약/키워드: water-based

검색결과 16,160건 처리시간 0.041초

IoT-Based Automatic Water Quality Monitoring System with Optimized Neural Network

  • Anusha Bamini A M;Chitra R;Saurabh Agarwal;Hyunsung Kim;Punitha Stephan;Thompson Stephan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제18권1호
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    • pp.46-63
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    • 2024
  • One of the biggest dangers in the globe is water contamination. Water is a necessity for human survival. In most cities, the digging of borewells is restricted. In some cities, the borewell is allowed for only drinking water. Hence, the scarcity of drinking water is a vital issue for industries and villas. Most of the water sources in and around the cities are also polluted, and it will cause significant health issues. Real-time quality observation is necessary to guarantee a secure supply of drinking water. We offer a model of a low-cost system of monitoring real-time water quality using IoT to address this issue. The potential for supporting the real world has expanded with the introduction of IoT and other sensors. Multiple sensors make up the suggested system, which is utilized to identify the physical and chemical features of the water. Various sensors can measure the parameters such as temperature, pH, and turbidity. The core controller can process the values measured by sensors. An Arduino model is implemented in the core controller. The sensor data is forwarded to the cloud database using a WI-FI setup. The observed data will be transferred and stored in a cloud-based database for further processing. It wasn't easy to analyze the water quality every time. Hence, an Optimized Neural Network-based automation system identifies water quality from remote locations. The performance of the feed-forward neural network classifier is further enhanced with a hybrid GA- PSO algorithm. The optimized neural network outperforms water quality prediction applications and yields 91% accuracy. The accuracy of the developed model is increased by 20% because of optimizing network parameters compared to the traditional feed-forward neural network. Significant improvement in precision and recall is also evidenced in the proposed work.

농업용 저수지 수질모델 (ARSIM-rev) 개발 및 적용 (Development and Application of Agricultural Reservoir Water Quality Simulation Model (ARSIM-rev))

  • 함종화;김동환;김형중;김미옥
    • 한국농공학회논문집
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    • 제54권6호
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    • pp.65-76
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    • 2012
  • Agricultural reservoir water quality simulation model (ARSIM-rev) was developed in this study for water quality simulation of a small and shallow agricultural reservoir with limited observed water quality data. Developed ARSIM-rev is a zero-dimensional water quality model because of little spatial differences in water quality between stations in a small and shallow agricultural reservoir. ARSIM-rev used same water quality reaction equations with WASP except for several equations, and daily based input parameters such as settling rate, release rate from sediment, and light extinction coefficient changed yearly based input parameters in ARSIM-rev. A number of pre- and post-processors were developed such as auto calibration and scenario analysis for ARSIM-rev. CE-QUAL-W2, WASP, and developed ARSIM-rev were applied to Mansu agricultural reservoir to evaluate model performance, and ARSIM-rev demonstrated similar model performance with CE-QUAL-W2 and WASP when low number of observed data was used for agricultural reservoir water quality simulation. Overall, developed ARSIM-rev was feasible for water quality simulation in a small and shallow agricultural reservoir with limited observed water quality data, and it can simulate agricultural reservoir water quality precisely enough like common water quality model such as CE-QUAL-W2 and WASP within a limited time.

수리해석(水理解析) 모형(模型)을 이용한 다수원(多水源) 송수계통(送水系統)의 연계(連繫) 운영(運營) 방안(方案) 경제성(經濟性) 평가(評價) - 거제시(市)를 대상(對象)으로 - (Feasibility Study on the Conjunctive Operation of Water Transmission Systems from Multiple Source with Applying EPAnet)

  • 류태상;하성룡
    • 상하수도학회지
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    • 제21권5호
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    • pp.609-619
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    • 2007
  • The objective of this paper is to evaluate the feasibility of conjunctive Operation between Multi-regional water supply networks from multiple source as a effective way to meet two conditions: to minimize the electric cost for providing water demanded and meet the water flow rate for satisfying customers. EPAnet Model is used to calculate a hydraulic water distribution condition based on an integrated operation of water supply systems located in short distance. The modeling was conducted on several simulation cases including the individual operation by existing inter-regional water supply networks within short distance, the conjunctive operation of more than two existing networks with valve fully closed and full open constraint. As a study distribution system, water supplying systems of the Geojae-city in the Geongsang Namdo Province was selected and investigated. It was found that a well-allocated water supply scheme based on a conjunctive operation promises to save the electric cost and satisfy all operational goals such as stability and revenues during the period. The result such as unit district costs, pareto optimum pump combination sets will be applied to the optimization for a conjunctive operation of existing inter-regional water supply networks within short distance.

Separation of dissolved gases from water using synthesized gases based on exhalation characteristics

  • Heo, Pil Woo;Park, In Sub
    • Journal of Advanced Marine Engineering and Technology
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    • 제38권10호
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    • pp.1347-1353
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    • 2014
  • It's possible for a human to breathe under water, if dissolved oxygen is effectively used. Fish can stay under water using the gill which extracts dissolved oxygen from water. Water includes small amounts of oxygen, so a human needs larger amounts of water to acquire oxygen enough for underwater breathing. The exhalation gas from a human is another method to get higher amounts of oxygen under water. It mainly composes of oxygen, nitrogen and carbon dioxide. So, if only carbon dioxide is decreased, the exhalation gas has good characteristics for breathing of a human under water. In this paper, composition of the exhalation gas from a human was analyzed using GC. Based on these results, the synthesized gas was prepared and mixed into water which was used for experimental devices to analyze separation characteristics of dissolved gases from water. Experimental devices included a water pump, a hollow fiber membrane module and a vacuum pump. The effects of pressure and water flow on separation characteristics of synthesized gas were investigated. The compositions of gases separated from water using synthesized gas were investigated using GC. These results expect to be applied to the development of underwater breathing technology for a human.

BASINS/HSPF 모델을 이용한 화성호 수질보전을 위한 상류 유역 수질개선방안 연구 (Watershed Management Measures for Water Quality Conservation of the Hwaseong Reservoir using BASINS/HSPF Model)

  • 강형식;장재호
    • 한국물환경학회지
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    • 제29권1호
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    • pp.36-44
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    • 2013
  • HSPF model based on BASINS was applied to analyze effects of watershed management measures for water quality conservation in the Hwaseong Reservoir watershed. The model was calibrated against the field measurements of meteorological data, streamflow and water qualities ($BOD_5$, T-N, T-P) at each observatory for 4 years (2007-2010). The water quality characteristics of inflow streams were evaluated. The 4 scenarios for the water quality improvement were applied to inflow streams and critical area from water pollution based on previous researches. The reduction efficiency of point and non-point sources in inflow streams was evaluated with each scenario. The results demonstrate that the expansion of advanced treatment system within wastewater treatment plants (WWTPs) and construction of pond-wetlands would be great effective management measures. In order to satisfactory the target water quality of reservoir, the measures which can control both point source and non-point source pollutants should be implemented in the watershed.

2015 한국 성인의 수분 섭취기준 설정 (Establishment of reference intake of water for Korean adults in 2015)

  • 이재현;김선효
    • Journal of Nutrition and Health
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    • 제50권2호
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    • pp.121-132
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    • 2017
  • Purpose: This review was performed to establish a reference intake of water for Korean (KDRI-water) adults in 2015 by examining current knowledge of the relationship between water intake and health and the general status of water intake and loss. We expect that this study will be utilized for further refinement of KDRI-water. Methods: Documents were searched using RISS, NDSL, DBPIA, CINAHL, and Pubmed with the keywords 'water intake, water supply, water ingestion, hydration, dehydration, water balance, and fluid balance'. Results: Water balance is essential for the maintenance of health. Based on this assumption, numerous studies have been performed to investigate the association of water intake with several diseases such as urolithasis, obesity, diabetes, and cancer as well as other health problems, including constipation, cognition, and fetal weight. Effects of water intake for prevention or relief of these health problems vary. Water is supplied to the body by eating foods and drinking liquids such as plain water and beverages. Metabolic water is another source of water input. Water is lost through urine, skin, respiration, and feces. KDRI-water 2015 was set by adequate intake (AI) based on water intake volume, which was the sum of water intakes from foods and fluids reported by the Korea National Health and Nutrition Examination Survey, with extra milk intake of 200 mL. AIs in some age groups were modified considering their estimated energy requirements. Conclusion: Accurate data of water intake is critically important for the establishment of KDRI-water. Therefore, improvement of systems investigating water intake is required, and more studies on the status of water intake and loss in Korean people are needed for definite KDRI-water establishment.

Water Barrier Performance of Rubber Related Geosynthetics for Road Construction

  • Jeon, Han-Yong
    • 한국섬유공학회:학술대회논문집
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    • 한국섬유공학회 2003년도 The Korea-Japan Joint Symposium
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    • pp.21-22
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    • 2003
  • 4 types rubber related geosynthetics were manufactured to examine the performance to for applications to the civil and geotechnical fields, especially to the road construction. Reinforcement and water barrier function of these geosynthetics were interpreted as the important properties. Fiber glass mat based and geogrid based geosynthetics showed the excellent mechanical properties as. Also elastomeric bitumen based geosynthetic showed the highest permittivity. From this, it i s thought that this geosynthetic is suitable for water barrier under specific load condition.

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물 부족현상에 따른 수자원개발에 관한 고찰 (A Study on Water Resource Development Due to the Present Situation of Water Deficit)

  • 김재홍
    • 기술사
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    • 제35권4호
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    • pp.19-23
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    • 2002
  • Recently, deficit of water for daily We, industrial, agricultural use and Increasing water demand of river maintenance has increased gradually by the improvement of living condition of the Republic of Korea. Comprehensive measures for water deficit In the future are studied, based on the Investigated result of the actual condition of water use.

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드론 공간정보기술을 활용한 수질 모델링 (Water Quality Modeling using Drone and Spatial Information Technology)

  • 김영주
    • 융합신호처리학회논문지
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    • 제24권4호
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    • pp.236-241
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    • 2023
  • 우리나라에서도 하천, 호소 및 하구에서의 수질 문제가 심각하게 대두되고 있다. 담수호 및 하천 유역의 부영양화를 극복하기 위해서는 수질의 체계적인 관리가 필요하며 담수호 및 유역의 수질관리를 위해서는 유역에 적합한 수문 모델과 하천 및 호소 등 수질 모델을 적용하여 이러한 모델의 예측 결과를 바탕으로 수질오염 개선 대책을 제시하여야 한다. 유역에서의 적절한 수질오염 개선 대책을 적용하기 위해서는 정확한 오염원의 파악과 오염부하량을 예측하고 제시해야 한다. GIS를 기반으로 오염원 데이터베이스와 수문 및 수질 예측 모델의 연계가 공간상의 위치를 기반으로 통합적으로 이루어짐으로써 수질 모델링 과정을 종합적으로 포함하여 유역 수질을 개선할 수 있는 체계적 지원이 가능할 것이다. 본 논문에서는 담수호 및 하천 유역에서 수질오염을 정확하게 예측하기 위해서 GIS 기반의 공간정보를 활용하여 수질 모델 시스템을 구축하여 향후 담수호 유역의 종합적인 수질관리 방법을 제시하고 수질 모델링을 통해 오염원의 체계적인 관리와 자동화된 공간정보를 활용하여 수문 및 수질 모델을 용이하고 효율적으로 운용하고자 본 연구를 수행하였다.