• 제목/요약/키워드: A batch experiment

검색결과 371건 처리시간 0.217초

이온교환법에 의한 탈질소공정개발의 기초연구 I. 회분식 실험 (Basic Study for Development of Denitrogenation Process by lon Exchange I. Batch Experiment)

  • 채용곤;이동환;김장일;윤태경;주창식;이민규
    • 생명과학회지
    • /
    • 제7권2호
    • /
    • pp.73-78
    • /
    • 1997
  • 시판되고 있는 강염기성 $Cl^{-}$형의 음이온 교환수지를 사용하여 회분식 질산성 질소 제거 실험을 행하여 다음과 같은 결과를 얻었다. 수지의 종류에 따라 제거특성은 달랐다. 수지의 량이 많을수록, 계의 온도가 톡을 수록 질산성 질소이 제거효율은 높아졌다. 원수의 농도는 낮을수로그 원수의 공급유속은 느릴수록 질산성 질소의 제거효율이 좋았다. 음이온에 디한 겔형 이온교환수지인 SA 10A의 선택성은 ${SO_4}^{2-}>{No_3}^->NO_{2-}>{HCO_3}^-$로써 이온가 수가 높은 이온일수록 선택성이 증가하고 은 이온가인 경우에는 원자번호가 클수록 그리고 수화반경이 작을수록 선택성이 증가하였다. 증가하였다.

  • PDF

혐기성 산생성상에 있어서 온도 및 pH조건에 따른 생성물질의 분포상태 (An Experimental Study on Anaerobic Acidogenesis Product Distributions)

  • 안호혁;김동민
    • 환경위생공학
    • /
    • 제4권2호
    • /
    • pp.91-99
    • /
    • 1989
  • An anaerobic acidogenic fermentation experiment was carried out in order to investigate the distribution of volatile acid products and gas generations with varing temperatures and pH values. The experiment was carried out using $1\%$ glucose as substrate and a pair of 3.5 liter vessle as bench scale batch reactors. The reactors were operated for 7 days at 25, 30 and $35^{\circ}C$ and at pH values of 4.0, 4.5, 5.0, 5.5 and 6.0 at each temperature conditions. Major products at all experiment pH's at $35^{\circ}C$ were acetic acids and butyric acids which together composed around $90^{\circ}F$ of total product acids. At higher pH values at $35^{\circ}C$, propionic acid reached around $10\%$. At all experiment conditions, 52 to $55\%$ of generated gases comprised of hydrogen gas and 45 to $48\%$ of carbon dioxide. With temperature increase from 25 to $35^{\circ}C$, the production rate of acetic acid increased 2.9 fold, butyric acid 22 fold, hydrogen gas 2.0 fold and carbon dioxide gas 2.3 fold. Optimum reaction conditions for highest production of acetic acid and hydrogen gas was determined to be pH 5.5 at $35^{\circ}C$.

  • PDF

생흡착을 이용한 하수의 유기물, 질소, 인제거에 관한 연구 (A Study on the Biosorption Process for Organic and Nutrient Removal from the Wastewater)

  • 김현갑;박주석;정형근
    • 상하수도학회지
    • /
    • 제18권4호
    • /
    • pp.470-479
    • /
    • 2004
  • The experimental conditions and relationships between parameters such as organic matter, aeration volume, aeration time, and precipitation time for the effective treatment of domestic wastewater were investigated. With the batch systems, the adsorption amount of unit microbe was measured with the change of MLSS concentration, precipitation time, and aeration amount. Theoretical adsorption amount of microbes was then numerically formulated by use of a SPSS multiple analysis as follows: $$Y=-0.0106(X_1)+0.07310(X_2)+42.705(X_3)+62.700$$ In this study, the amount of organisms to be removed in the range of MLSS concentration 2,000~4,500 mg/l were examined. In order to investigate the optimal condition of nitrification, the upper water in the biosorption stage was used as the initial experiment water. The results showed that the C/N ratio was 1.5 and the reaction time for the optimal nitrification was 1.5 hr. When the adsorption efficiency for microbe biosorption was 66%, the optimum denitrification efficiency was 83.3%. When the optimum parameters obtained from the batch experiment were applied to the lab-scale operation, the total retention time from the flow-in to flow-out was 10 hours and the removal efficiency was 93.8% for $COD_{cr}$ and 80.9% for TN. For the full-scale operation, the total retention time was 9.0 hours and the removal efficiency was 94.4% for BOD, 89.6% for $COD_{cr}$, 88.0% for TN, and 86.2% for TP.

철 프탈로시아닌 유도체에 의한 아민 및 황 화합물의 흡착 (Adsorption of Amine and Sulfur Compounds by Iron Phthalocyanine Derivatives)

  • 이정세;박진도;이학성
    • 한국대기환경학회지
    • /
    • 제23권5호
    • /
    • pp.575-584
    • /
    • 2007
  • The adsorption capability of iron phthalocyanine derivatives were investigated by means of X-ray diffractometor (XRD), IR (infrared) spectroscopy, scanning electron microscopy (SEM) and temperature programmed desorption (TPD). According to TPD results, iron phthalocyanine derivatives showed two desorption peaks at low temperature ($100{\sim}150^{\circ}C$) and high temperature ($350{\sim}400^{\circ}C$) indicating that there were two kinds of acidities. Tetracarboxylic iron phthalocyanine (Fe-TCPC) have a stronger desorption peak (chemical adsorption) at the high temperature and a weaker desorption peak (physical adsorption) at the low temperature than iron phthalocyanine (Fe-PC). The specific surface areas of Fe-TCPC and Fe-PC were $26.46\;m^2/g\;and\;11.77\;m^2/g$, respectively. The pore volumes of Fe-TCPC and Fe-PC were $0.14\;cm^3/g\;and\;0.06\;cm^3/g$, respectively. The adsorption capability of triethyl amine calculated by breakthrough curve at 220 ppm of equilibrium concentration was 29.2 mmoL/g for Fe-TCPC and 0.8 mmoL/g for Fe-PC. The removal efficiency of dimethyl sulfide of Fe-TCPC and Fe-PC in batch experiment of 225 ppm of initial concentration were 44.9% and 28.9%, respectively. The removal efficiency of trimethyl amine of Fe-TCPC and Fe-PC in batch experiment of 118 ppm of initial concentration were approximately 100.0% and 33.9%, respectively.

벤토나이트의 중금속 흡착에 대한 통계모델의 적용 및 열역학적 해석 (Application of Statistical Model and Thermodynamic Analysis on Sorption of Heavy Metals by Bentonite)

  • 정찬호;김수진
    • 지질공학
    • /
    • 제12권2호
    • /
    • pp.203-214
    • /
    • 2002
  • 벤토나이트의 중금속 흡착에 대한 다양한 실험적 조건을 만족시키기 위하여 박스-벤켄(Box-Benken)의 통계적 모델을 적용하였다. 모델에 의하여 pH, 중금속의 초기농도, HCO$_3$을 변수로 하고, 각 변수에 대한 농도를 3차원으로 설정하여 벳치 실험을 실시하였다. 실험에 선택된 중금속은 Pb, Cu, Zn, Cd 4종이다. 중금속의 흡착거동에 대한 각 변수들의 영향을 표면반응 분석을 통하여 3차원으로 모델링하였다. 중금속의 흡착제거에 중금속의 초기농도와 pH가 거의 비슷한 정도로 큰 영향을 미치고 중탄산은 큰 영향을 미치지 못한다. 중금속간의 흡착경쟁은 Pb>Cu>Zn>Cd의 순서를 보인다. 아울러 pH 변화가 중금속 흡착에 미치는 영향을 실험적 및 열역학적 분석을 통하여 알아보았다. 중금속의 수산화 화합물과 탄산염 복합체의 형태로 침전이 흡착제거에 중요한 변수임이 밝혀졌다. WATEQ4F 열역학 프로그램에 의한 종분포 모델링 결과가 흡착실험결과와 다소 상이함을 보이므로 프로그램의 열역학 자료의 수정이 필요하다.

MTBE를 포함한 기타 가솔린 첨가제의 생 분해 적용 가능성 평가(I) : 호기성 조건 (An Assessment of the Feasibility of (I) : Condition of Aerobic)

  • 정우진;장순웅
    • 한국환경과학회지
    • /
    • 제25권6호
    • /
    • pp.757-766
    • /
    • 2016
  • MTBE and other gasoline additives contained in gasoline are known to be a refractory substance resistant to biodegradation. As a method of removing these substances, a research of method using native microbes of polluted soil was progressed and among these, bio-degradation possibility under aerobic condition was evaluated. All of the experiments were progressed based on batch experiment of lab scale and analyzed by GC-FID using HS-SPME technique. The result of bio-degradation experiment based on MTBE and other additives(ETBE, TAME) was observed below 1 mg/L, which initial concentration were 100 mg/L for each method. And through production of by-product and CO2, partial mineralization was confirmed. Degradation velocity of each additive was promptly represented in the order of TBA>ETBE>MTBE>TAME. Through this study, bio-degradation possibility of native microbes of oil polluted soil, MTBE and other gasoline additives was confirmed and it was considered that the result could be used for basic experiment data in removing oil pollutants of soil.

LSTM 및 Conv1D-LSTM을 사용한 공급 사슬의 티어 예측 (Prediction of Tier in Supply Chain Using LSTM and Conv1D-LSTM)

  • 박경종
    • 산업경영시스템학회지
    • /
    • 제43권2호
    • /
    • pp.120-125
    • /
    • 2020
  • Supply chain managers seek to achieve global optimization by solving problems in the supply chain's business process. However, companies in the supply chain hide the adverse information and inform only the beneficial information, so the information is distorted and cannot be the information that describes the entire supply chain. In this case, supply chain managers can directly collect and analyze supply chain activity data to find and manage the companies described by the data. Therefore, this study proposes a method to collect the order-inventory information from each company in the supply chain and detect the companies whose data characteristics are explained through deep learning. The supply chain consists of Manufacturer, Distributor, Wholesaler, Retailer, and training and testing data uses 600 weeks of time series inventory information. The purpose of the experiment is to improve the detection accuracy by adjusting the parameter values of the deep learning network, and the parameters for comparison are set by learning rate (lr = 0.001, 0.01, 0.1) and batch size (bs = 1, 5). Experimental results show that the detection accuracy is improved by adjusting the values of the parameters, but the values of the parameters depend on data and model characteristics.

하천오염분석에 관한 연구 (A Study on the Stream Pollution Analysis)

  • 김건흥
    • 물과 미래
    • /
    • 제19권4호
    • /
    • pp.321-328
    • /
    • 1986
  • Warburg 실험장치와 회분식 폭기조를 사용하여 하천의 저질을 대상으로 징생물에 의한 분해가능물질의 처리정도와 화학적산소요구량, 총유기성 및 암모니아성 질소, 총유기탄소의 변화를 측정하였다. Warburg 실험장치는 빛을 차단하고 2$0^{\circ}C$로 운영하여 징생물의 시료에 대한 산소소비율, 탈산소계수, 일단계 탄소화합물의 생화학적 산소요구량을 구했으며, 회분식 폭기조는 실혼에서 운영하여 폭기에 의한 COD, TKN 및 TOC의 시간별 처리도를 구하여 상관관계를 조사하였다. 실험결과 시료의 TOC는 매우 높았으나 Warburg 실험장치에 의해 48시간 운영한 후, 초기 TOC의 10% 미만이 징생물에 의한 분해가능 물질로 나타났으며 이들의 상관관계는 찾지 못하였다. 순간산소요구량이 커서 하천의 준설등에 의해 급격히 용존산소가 소비되 수질을 악화시킬 염려가 있었다.

  • PDF

호기/혐기 조건에서 Membrane을 이용한 NDMA(N-nitrosodimethylamine)제거 (NDMA(N-nitrosodimethylamine) Removal Uising Membrane at Aerobic and Anaerobic Conditions)

  • 김희주;정진욱;최창규;김문일
    • 한국방재학회:학술대회논문집
    • /
    • 한국방재학회 2008년도 정기총회 및 학술발표대회
    • /
    • pp.417-420
    • /
    • 2008
  • Recently, the interest in NDMA(N-nitrosodimethylamine) has increased due to its recognition as a pollutant by Ontario Ministry of Environment and Energy and California Department of Health Sciences. It is, in fact, one of the DBPs(Disinfection By-products) which appears due to chlorination and is reported to be fatal if exposed continuously to human body. Due to uncertainty in mechanism to remove it, its treatment is not yet carried out. In this experiment, treatment of biological NDMA is carried out by letting it adsorbed on Granular Sludge and then filtering the medium through MF(Microfiltration) and UF(Ultrafiltration) membranes. Granular Sludge is adapted to aerobic and anaerobic conditions for 7 days and the experimental conditions are MLSS of 8000mg/L, COD of 250mg/L, TN of 12.5mg/L, and TP of 2.5mg/L. Several batch tests were carried out and samples were collected with the interval of 1 hour. Samples were measured by LSC(Liquid scintillation counter) after filtering by MF and UF. In batch test with granular sludge the permeate concentrations(removal efficiencies) of NDMA by MF and UF were 71.7ng/L(32.0%) and 62.0ng/L(43.7%) at aerobic state, and 52.0ng/L(49.2%) and 47.6ng/L(58.9%) at anaerobic state, respectively. Hence, UF membrane showed about 10% more removal efficiency than MF and removal efficiency at anaerobic condition was 15% more than that at aerobic condition.

  • PDF

침지형 막분리 활성오니법에 있어서 생물대사성분의 거동 (Behavior of Soluble Microbial Products in a Submerged Membrane Separation Activated Sludge Process)

  • 차기철;이동열;심진기;이영무;유익근;안승호
    • 대한환경공학회지
    • /
    • 제22권5호
    • /
    • pp.959-970
    • /
    • 2000
  • 본 연구는 실험실 규모의 침지형 막분리 활성오니법을 이용하여 생물 대사 성분이 막투과 유속에 미치는 영향에 대해 고찰하였다. SMP와 분리막의 fouling과의 관계를 살펴보기 위해 연속 실험과 회분 실험으로 나누어 운전하였다. 합성 폐수로는 단일 탄소원으로서 phenol을 사용하였다. 생물 반응조의 체류 시간과 MLSS농도는 각각 12hr과 9.000mgVSS/L로 유지하였다. 연속 장치에 있어서 회분 여과 실험을 통해 SMP농도가 증가할수록 막투과 유속은 감소하였고, cake와 gel층이 형성을 증가시켰다. Cake의 저항은 $2.9{\sim}4.0{\times}10^{10}$으로 측정되어 다른 여과 저항보다 막투과 유속의 감소에 중요한 영향을 나타냈다. 회분 페놀 분해 실험에서 SMP종들 중에 $SMP_{nd}$$SMP_{e}$가 난분해성 고분자 물질로서 막투과 감소에 중요한 역할을 하였다. 또한, SMP농도는 막투과 유속의 감소에 대한 HRT의 증가로서 생물 반응조 내에 축적되었다.

  • PDF