• 제목/요약/키워드: First order decay model

검색결과 34건 처리시간 0.028초

Pilot 규모의 모의 관망에서의 염소 농도 예측 (Prediction of Chlorine Concentration in a Pilot-Scaled Plant Distribution System)

  • 김현준;김상현
    • 상하수도학회지
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    • 제26권6호
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    • pp.861-869
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    • 2012
  • The chlorine's residual concentration prevents the regrowth of microorganism in water transport along the pipeline system. Precise prediction of chlorine concentration is important in determining disinfectant injection for the water distribution system. In this study, a pilot scale water distribution system was designed and fabricated to measure the temporal variation of chlorine concentration for three flow conditions (V = 0.88, 1.33, 1.95 m/s). Various kinetic models were applied to identify the relationship between hydraulic condition and chlorine decay. Genetic Algorithm (GA) was integrated into five kinetic models and time series of chlorine were used to calibrate parameters. Model fitness was compared by Root Mean Square Error (RMSE) between measurement and prediction. Limited first order model and Parallel first order showed good fitness for prediction of chlorine concentration.

이변량 감소모델을 적용한 배급수관망에서의 잔류염소농도 예측 및 이의 활용 (Prediction of residual chlorine using two-component second-order decay model in water distribution network)

  • 김영효;권지향;김두일
    • 상하수도학회지
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    • 제28권3호
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    • pp.287-297
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    • 2014
  • It is important to predict chlorine decay with different water purification processes and distribution pipeline materials, especially because chlorine decay is in direct relationship with the stability of water quality. The degree of chlorine decay may affect the water quality at the end of the pipeline: it may produce disinfection by-products or cause unpleasant odor and taste. Sand filtrate and dual media filtrate were used as influents in this study, and cast iron (CI), polyvinyl chloride (PVC), and stainless steel (SS) were used as pipeline materials. The results were analyzed via chlorine decay models by comparing the experimental and model parameters. The models were then used to estimate rechlorination time and chlorine decay time. The results indicated that water quality (e.g. organic matter and alkalinity) and pipeline materials were important factors influencing bulk decay and sand filtrate exhibited greater chlorine decay than dual media filtrate. The two-component second-order model was more applicable than the first decay model, and it enabled the estimation of chlorine decay time. These results are expected to provide the basis for modeling chlorine decay of different water purification processes and pipeline materials.

해수에서의 소독제 거동 예측 모델에 관한 연구 (Modeling of Chlorine Disinfectant Decay in Seawater)

  • 한지희;손진식
    • 상하수도학회지
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    • 제30권1호
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    • pp.9-17
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    • 2016
  • Disinfectant/oxidation process is a crucial process in water treatment for supplying safe drinking water. Chlorination is still widely used for water treatment area due to its effectiveness on microbial inactivation and economic feasibility. Recently, disinfection concern in marine environment is increasing, for example, movement of hazardous marine organism due to ballast water, marine environmental degradation due to power plant cooling water discharge, and increase of the amount of disinfectant in the offshore plant. It is needed to conduct the assessment of disinfectant behavior and the development of disinfectant prediction model in seawater. The appropriate prediction model for disinfectant behavior is not yet provided. The objective of the study is to develop chlorine decay model in seawater. Various model types were applied to develop the seawater chlorine decay model, such as first order decay model, EPA model, and two-phase model. The model simulation indicated that chlorine decay in seawater is influenced by both organic and inorganic matter in seawater. While inorganic matter has a negative correlation with the chlorine decay, organic matter has a positive correlation with the chlorine decay.

Applying methane and carbon flow balances for determination of first-order landfill gas model parameters

  • Park, Jin-Kyu;Chong, Yong-Gil;Tameda, Kazuo;Lee, Nam-Hoon
    • Environmental Engineering Research
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    • 제25권3호
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    • pp.374-383
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    • 2020
  • Landfill gas (LFG) emissions from a given amount of landfill waste depend on the carbon flows in the waste. The objective of this study was to more accurately estimate the first-order decay parameters through methane (CH4) and carbon flow balances based on the analysis of a full-scale landfill with long-term data and detailed field records on LFG and leachate. The carbon storage factor for the case-study landfill was 0.055 g-degradable organic carbon (DOC) stored per g-wet waste and the amounts of DOC lost with the leachate were less than 1.3%. The appropriate CH4 generation rate constant (k) for bulk waste was 0.24 y-1. The the CH4 generation potential (L0) values ranged 33.7-46.7 m3-CH4 Mg-1, based on the fraction of DOC that can decompose (DOCf) value of 0.40. Results show that CH4 and carbon flow balance methods can be used to estimate model parameters appropriately and to predict long-term carbon emissions from landfills.

비보존성 오염물질에 대한 종확산 방정식의 수치해법 (A Numerical Method for Longitudinal Dispersion Equation for Nonconservative Contaminants)

  • 유명관;전경수
    • 한국수자원학회논문집
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    • 제32권6호
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    • pp.607-616
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    • 1999
  • 비보존성 오염물질의 종확산에 관한 수치모형을 개발하였다. 계산기법으로는 종확산 방정식을 이송, 감쇠 및 확산 방정식으로 분리하고, 이들 방정식을 1/3 시간 간격에 대하여 번갈아 계산하는 단계분리 유한차분기법을 사용하였다. 이송방정식에 대해서는 Holly-Preissmann 기법을, 감쇠방정식에 대해서는 해석적 방법을, 확산방정식에 대해서는 Crank-Nicholson 기법을 각각 사용하였다. 오염물질이 불균일 흐름 내로 연속적으로 유입되는 경우 및 균일 흐름 내로 순간적으로 부하되는 경우에 대한 종확산 문제에 모형을 적용하여 계산결과를 정확해와 비교함으로써 모형을 검증하였다. 또한 감쇠방정식의 수치해법으로써 Euler 방법을 사용하는 기존의 모형에 계산결과를 비교하였다. 감쇠계수가 커질수록 본 모형이 기존의 모형에 비하여 더욱 정확한 계산결과를 나타내었다.

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물질수지 모델을 이용한 주택 실내의 이산화질소 감소율 (Decay Rate of the Nitrogen Dioxide in Indoor Residence Using Mass Balance Model)

  • 유승진;배현주;양원호;정문호
    • 한국환경보건학회지
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    • 제27권2호
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    • pp.145-152
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    • 2001
  • The purpose of this study was to determine nitrogen dioxide(NO$_2$) decay rate by reaction between NO$_2$ and interior materials in Korean residence. The results of this research could be helpful to choose the interior construction materials and to study on reduction of indoor air pollutants. The results of this research are as follows; For 30 residences in Seoul and Incheon from October 2000 to march 2001, the mean of infiltration rate was 0.70$\pm$0.44 ACH, and single-detached houses (7 houses) and apartments (19 houses) were 0.97$\pm$0.55 ACH and 0.61$\pm$0.34 ACH, respectively. The $CO_2$ decay followed approximately first-order process ($R^2$=0.97$\pm$0.02). There existed a statistic significance in filtration rate between houses built in 1980’s and built in 1990’s by t-test (p<0.02). Mean of NO$_2$ decay rates in 26 residence3s except 4 residences was 0.94$\pm$0.49hr$^{-1}$ , and also 0.86$\pm$0.49hr$^{-1}$ , 0.97$\pm$0.50hr$^{-1}$ in single-detached houses and apartments, respectively. Mean NO$_2$ decay rates in houses built in 1980’s were 0.78$\pm$0.37hr$^{-1}$ , 1.33$\pm$1.03hr$^{-1}$ , respectively. Nothing were showed statistical significance among indoor temperature, indoor humidity, and NO$_2$ decay rate. However, NO$_2$ decay rates had a tendency to increase by increase of temperature and humidity. Average volume/surface of participated houses was 0.55$\pm$0.07m and mean NO$_2$ deposition velocity was calculated as 1.46$\pm$0.59msec$^{-1}$ .

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하수재이용수의 유리잔류염소 수체감소 특성 연구 (Characteristics of Residual Free Chlorine Decay in Reclaimed Water)

  • 강성원;이재영;이현동;박재현;곽필재;오현제
    • 대한환경공학회지
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    • 제35권4호
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    • pp.276-282
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    • 2013
  • 하수재이용수는 부족한 수자원 문제를 해결할 수 있는 대표적인 대안으로 주목받고 있다. 본 연구에서는 하수재이용수의 공급시 유리잔류염소의 수체감소 특성을 온도별(5, 15, $25^{\circ}C$), 초기 주입농도별(1, 2, 4, 6 mg/L)로 살펴보았고 그 결과를 이용하여 최적 염소주입량을 산정하는 방법에 대하여 연구하였다. 하수재이용수는 정수와 비교하여 염소주입시 반응속도가 초기에 매우 빠르게 나타나 기존의 general first-order decay model ($C_t=C_o(e^{-k_bt})$)을 사용하기에 부적합하여 exponential firstorder decay model ($C_t=a+b(e^{-k_bt})$)을 적용한 결과 유리잔류염소의 감소를 더욱 정확하게 예측할 수 있었다($r^2$=0.872~0.988). 수체감소계수를 산출한 결과 초기주입량 1 mg/L, $25^{\circ}C$의 조건에서 653 $day^{-1}$로 가장 크게 나타났고, $5^{\circ}C$, 초기주입량 6 mg/L의 조건에서 3.42 $day^{-1}$로 가장 낮았다. 수체감소계수는 온도가 증가함에 따라 수체감소계수는 증가하는 경향을 나타내었고, 초기 주입농도가 증가함에 따라 수체감소계수는 감소하는 경향을 나타내었다. 적정 초기 염소요구량을 산정하기 위해서 전체 반응기간을 0~30분, 30~5,040분으로 구분한 후, 30~5,040분의 실험결과를 사용한 예측식을 사용함으로써 더욱 정확한 염소주입량 산정을 할 수 있었다. 또한, 온도별로 최적 염소주입량을 산정한 결과 염소주입 후 4시간이 경과한 시점에서 유리잔류염소 0.2 mg/L를 유지하기 위해서는 온도(x)별 초기 염소요구량(y)의 관계를 y = 1.409 + 0.450x와 같이 얻을 수 있었다.

배급수계통에서 잔류염소 및 THMs 분포 예측에 관한 연구 (Modeling Residual Chlorine and THMs in Water Distribution System)

  • 안재찬;이수원;노방식;최영준;최재호;김효일;박태준;박창민;박현;구자용
    • 대한환경공학회지
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    • 제29권6호
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    • pp.706-714
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    • 2007
  • 본 연구에서는 배급수계통에서 잔류염소와 THMs의 분포를 예측하는 방안을 제시하였다. 잔류염소와 THMs의 등의 수질변화에 대해 현장조사를 실시하였고, 수체와 관벽에 대한 잔류염소 감소계수와 THMs의 생성계수를 산출하여 관망해석에 의한 수질모델링에 적용하였다. 병실험을 통해 잔류염소 병렬 1차 수체 반응계수를 구하고, 5개 관벽 감소 모델을 비교 평가하여 1차 관벽 감소계수 산출하고 적용했을 때 잔류염소 현장 측정값과 관망 수질모델링에 의한 예측간의 평균절대오차 및 평균제곱근오차가 각각 0.03, 0.037 mg/L로 가장 작았다. 또한 병실험에 의한 THMs생성량을 비선형 회귀분석으로 1차 생성계수를 구하고 현장 측정값과 비교하였다. 그 결과, 9월의 현장 측정값과 예측값의 결정계수 $R^2$는 0.98, 11월에는 0.82로 예측이 가능하였다.

사고에 의하여 자연하천으로의 방류된 비보존성 오염물질의 종확산 (Dispersion of Nonconservative Contaminants Accidentally Released into Natural Streams)

  • 조성우;전경수
    • 한국수자원학회논문집
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    • 제34권4호
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    • pp.289-301
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    • 2001
  • 비보존성 오염물질의 종확산에 관한 단계분리 유한차분 모형을 낙동강에 적용하여, 1991년에 발생한 페놀누출 사고에 따른 종확산 모의계산을 수행하였다. Preissmann의 4점 음해법에 근거한 부정류 계산모형으로부터 산정된 계산결과를 종확산 모형의 입력자료로 사용하였다. 종확산계수의 산정을 위한 경험식 및 1차 반응의 감쇠계수에 따른 종확산 계산결과의 민감도를 분석하였다. 하류 지점에서의 첨두농도 발생 시각은 사용된 종확산계수 식에 따라 상당히 달라짐을 알 수 있었다. 또한 농도 분포형은 감쇠계수에 따라 변하지 않는 반면, 농도값은 감쇠계수에 상당히 좌우되는 것으로 나타났다. 최적화 기법을 사용하여 흐름 모형 및 종확산 모형을 보정하였으며, 낙동강에 위치한 주요 취수지점들에 대한 첨두농도 발생시각을 모의하여 제시하였다.

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Preliminary tests of a damaged ship for CFD validation

  • Lee, Sung-Kyun;You, Ji-Myoung;Lee, Hyun-Ho;Lim, Tae-Gu;Rhee, Shin-Hyung;Rhee, Key-Pyo
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제4권2호
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    • pp.172-181
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    • 2012
  • One of the most critical issues in naval architecture these days is the operational safety. Among many factors to be considered for higher safety level requirements, the hull stability in intact and damaged conditions is the first to ensure for both commercial and military vessels. Unlike the intact stability cases, the assessment of the damaged ship stability is very complicated physical phenomena. Therefore it is widely acknowledged that computational fluid dynamics (CFD) methods are one of most feasible approaches. In order to develop better CFD methods for damaged ship stability assessment, it is essential to perform well-designed model tests and to build a database for CFD validation. In the present study, free roll decay tests in calm water with both intact and damaged ships were performed and six degree-of-freedom (6DOF) motion responses of intact ship in regular waves were measured. Through the free roll decay tests, the effects of the flooding water on the roll decay motion of a ship were investigated. Through the model tests in regular waves, the database that provides 6DOF motion responses of intact ship was established.