• 한국환경과학회지
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• 제18권12호
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• pp.1411-1416
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• 2009

Several adsorbents were tried to remove the selenium ions from industrial wastewater and the following ascending order of the adsorption performance for the selenium at pH 9 was observed: cation exchange resin < chelate resin < zeolite < brown marine algae < granular activated carbon < anion exchange resin. Initial concentration of selenium(146 mg/L) in industrial wastewater was reduced to 63 mg/L of selenium at pH 9 by neutralization process. The maximum uptake of Se calculated from the Langmuir isotherm with anion exchange resin was 0.091 mmol/g at pH 10 and that with granular activated carbon was 0.083 mmol/g at pH 6. The affinity coefficients of Se ion towards anion exchange resin and granular activated carbon were 3.263 L/mmol at pH 10 and 0.873 L/mmol at pH 6, respectively. The sorption performance of anion exchange resin at the low concentration of Se, namely, was much better than that of granular activated carbon. The Se ions from industrial wastewater throughout neutralization process and two steps of adsorption using anion exchange resin was removed to 97.7%.

• 대한전기학회논문지:시스템및제어부문D
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• 제52권7호
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• pp.424-433
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• 2003

Evolutionary design related to the optimal design of Polynomial Neural Networks (PNNs) structure for model identification of complex and nonlinear system is studied in this paper. The PNN structure is consisted of layers and nodes like conventional neural networks but is not fixed and can be changable according to the system environments. three types of polynomials such as linear, quadratic, and modified quadratic is used in each node that is connected with various kinds of multi-variable inputs. Inputs and order of polynomials in each node are very important element for the performance of model. In most cases these factors are decided by the background information and trial and error of designer. For the high reliability and good performance of the PNN, the factors must be decided according to a logical and systematic way. In the paper evolutionary algorithm is applied to choose the optimal input variables and order. Evolutionary (genetic) algorithm is a random search optimization technique. The evolved PNN with optimally chosen input variables and order is not fixed in advance but becomes fully optimized automatically during the identification process. Gas furnace and pH neutralization processes are used in conventional PNN version are modeled. It shows that the designed PNN architecture with evolutionary structure optimization can produce the model with higher accuracy than previous PNN and other works.

• 대한전기학회논문지:전기물성ㆍ응용부문C
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• 제52권7호
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• pp.424-424
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• 2003

Evolutionary design related to the optimal design of Polynomial Neural Networks (PNNs) structure for model identification of complex and nonlinear system is studied in this paper. The PNN structure is consisted of layers and nodes like conventional neural networks but is not fixed and can be changable according to the system environments. three types of polynomials such as linear, quadratic, and modified quadratic is used in each node that is connected with various kinds of multi-variable inputs. Inputs and order of polynomials in each node are very important element for the performance of model. In most cases these factors are decided by the background information and trial and error of designer. For the high reliability and good performance of the PNN, the factors must be decided according to a logical and systematic way. In the paper evolutionary algorithm is applied to choose the optimal input variables and order. Evolutionary (genetic) algorithm is a random search optimization technique. The evolved PNN with optimally chosen input variables and order is not fixed in advance but becomes fully optimized automatically during the identification process. Gas furnace and pH neutralization processes are used in conventional PNN version are modeled. It shows that the designed PNN architecture with evolutionary structure optimization can produce the model with higher accuracy than previous PNN and other works.

• 한국펄프종이공학회:학술대회논문집
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• 한국펄프종이공학회 2002년도 춘계학술발표논문집
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• pp.34-45
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• 2002

The new measuring method of micro-stickies considering both the effects of charge neutralization and evaporation of process water was developed by KRICT PPRC. By the new KRICT method, the contamination of metal dryer surface and other machine clothes could be estimated quickly and simultaneously. According to this study, it could be confirmed that the novel method is a useful one for the evaluation of several treatments regarding the reduction of stickies troubles.

• 멤브레인
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• 제18권1호
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• pp.1-6
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• 2008

아크릴 폐수를 응집-여과-중화의 전처리 공정에 적용하여 막오염 인자를 최소화 한 후 UF/RO 공정에 적용하였다. 막의 형태 및 종류에 따라 한외여과 및 역삼투 모듈을 조합을 이루어 전처리 수를 온도 및 압력변화에 따라 적용하여 분리 특성을 고찰하였다. 투과 플럭스는 모듈 set 1의 UF모듈보다 모듈 set 4의 UF모듈의 투과량이 약 $2{\sim}3$배 더 많이 배출됨을 확인하였다. 최종적인 투과량은 관형모듈과 조합을 이룬 모듈 set 2와 모듈 set 3이 좋은 결과를 나타내었다. 모든 UF 모듈에서 TDS, T-N 및 COD의 제거 효율은 온도 및 압력변화에 영향을 받지 않고 제거 효율 또한 낮음을 알 수 있었다. RO모듈에서 TDS, T-N 및 COD가 우수한 제거 효율을 보였다. 아크릴 폐수의 최종적인 수질결과는 공장폐수의 배출 허용기준을 만족하였고, 막모듈 조합은 폐수의 재활용 가능성을 확인할 수 있었다.

• 한국지반환경공학회 논문집
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• 제23권9호
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• pp.33-40
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• 2022

본 연구에서는 산 오염수 전처리를 위한 침전 및 중화 공정에 대해 연구하였다. 침전 및 중화 공정은 오염물질 흡착, 휘발, 생분해 혹은 산화 등과 같은 제거공정 전에 필요한 전처리 공정으로 좀 더 효과적인 제거효율을 도출해 내기 위함이다. 침전 공정에선 일반적인 퇴적토인 부산 감천항의 퇴적토를 이용하여 침강 속도, 입자 균등계수, 곡률계수 및 입도지수를 파악하였고, 이를 위해 스테인리스 스틸로 구성된 표준체 판을 사용하였다. 각 표준체의 망 단위는 4, 10, 20, 40, 80, 100, 200이며 조립된 체 상부에 건조된 퇴적토를 투하시킨 후 진동을 가하여 입경별로 분류하였다. 입경별로 분류한 건조퇴적토는 1L 크기의 임호프콘(Imhoff cone)과 200mL 메스실린더에 침강시켰다. 각 입경별 침강속도를 구한 후 스토크스의 법칙(Stokes' law)에 따라 입자의 밀도를 계산하였다. 그 결과, 사용된 건조퇴적토의 평균 입자밀도는 1.93g/cm³였으며 침강속도가 가장 낮은 값은 0.11cm/s이였다. 침강속도와 입자 밀도를 통하여 화학사고 시 입자의 침전 위치나 퇴적 가능한 범위를 알아 대비할 수 있다. 중화 공정의 경우 강한 산성을 지니고 있는 질산과 황산을 사용하였고 중화제로 수산화나트륨과 산화칼슘을 사용하였다. 질산과 황산의 산도는 2, 3, 4, 5로 선정하였고 수산화나트륨과 산화칼슘(0.1, 0.01, 0.001M)를 사용하여 중화제 사용량이 pH 7의 조건을 맞췄을 때 5v/v% 미만으로 나올 수 있는 값을 도출하였다. 가장 농도가 높은 0.1M의 중화제의 경우 가장 낮은 pH 2를 제외하고 모두 5v/v% 미만으로 충족시켰고, 0.01M의 중화제는 일부 pH에서만 충족되었으며, 농도가 가장 낮은 0.001M의 중화제는 모든 pH에서 5v/v% 미만의 조건을 충족시키지 못 하였다. 질산과 황산 모두 산화칼슘이 수산화나트륨 보다 더 적은 부피비를 차지하였고 중화에 적합한 효과를 도출하였다.

• 융복합기술연구소 논문집
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• 제12권1호
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• pp.19-23
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• 2022

Interest in hydrogen production to respond to climate change is increasing. Until now, hydrogen has been mainly produced through the SMR (Steam Methane Reforming) process using natural gas. A large amount of CO₂ is emitted in the hydrogen production process through SMR, and the gas flow including CO₂ generated in the SMR process has different characteristics for each emission source, so it is important to apply a suitable CO₂ capture process. In the case of PSA tail gas or synthesis gas, the applicability of an amine-based process has been confirmed or demonstrated close to a commercial level. However, in the case of the flue gas generated from the reformer, it is still difficult to apply the conventional amine-based process because the partial pressure of CO₂ is relatively low. Energy-saving innovative absorbents such as phase separation absorbents can be a solution to these difficulties.

• 자원리싸이클링
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• 제10권6호
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• pp.15-21
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• 2001

구리를 포함하는 산성 염화동 폐액으로부터 입자형상이 제어된 고순도의 산화동을 중화법을 사용하여 제조하였다 PCB(Printed Circuit Board)제조 산업은 구리 소재를 이용한 전자 부품 가공 산업으로서 제조 공정인 부식 과정에서 다량의 구리가 함유된 에칭 폐액이 발생한다. 환경과 경제적인 측면에서 폐액으로부터 구리성분을 재회수하는 기술의 개발은 매우 중요하다. 본 연구에서는 폐액으로부터 산화동을 회수하는 공정 중 반응 온도를 조절하여 생성물의 입자 크기와 형상을 제어하였다. $40 ^{\circ}C$미만에서 회수한산화동은 입자모양이 침상이었으며 $40^{\circ}C$이상에서 회수한 산화동은 판상을 보여 주었다. 생성물의 물리적 특성을 SEM, XRD, TGA그리고 원자 흡수 분광기를 사용하여 분석하였다.

• 상하수도학회지
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• 제17권4호
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• pp.519-527
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• 2003

Cake layer in crossflow microfiltration(CFMF) can be reduced by coagulation, enhancing membrane flux. This is because enlarging particle size by coagulation increases shear-induced diffusivity and the back-transport of rejected particles. However it is known that the enlarged particles are disaggregated by the shear force of the pump while passing through it. This study is to look at the disaggregation in relation with cake layer reducation. Kaolin and polysulfon hollow fiber microfilter are used for experiment. The reduction of cake resistance by coagulation is observed in a range of 17% to 53% at the various coagulation conditions. The particle size analysis results of the experiments show that aggregated particles in feed are completely disaggregated by pump but re-aggregation of particles occurs in membrane. This suggestes that the re-aggregation of particles is critical to cake reduction and flux enhancement, since the aggregated particles are completely broken. The mechanisms for re-aggregation in membrane are the same with those for coagulation in feed tank. Charge neutralization is better for CCFMF than sweep flocculation although it has two drawbacks in operation.

• 한국안전학회지
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• 제24권6호
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• pp.50-54
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• 2009

Ionizer is used for improving manufacturing process and reducing inferior goods in the clean room. As a general rule, neutralization of the electrostatic charge is most important to make TFT-LCD, PDP and OLED. Pulse AC-static eliminator with output voltage of about 10.5kV has been used these days as neutralization device. But this device has a problem with lower performance which was caused by particles-adhesion on the electrode when it has been used for a long time. So we studied to solve the problem with lower performance using high Frequency(72kHz) static eliminator which was produced by Piezo transformer device, and compared Pulse-AC type with Piezo-electronic device such as decay time and ion balance for 10 weeks periods. As a result of this study, we found that Piezo transformer device has been maintained normal condition for 10 weeks. Also, we made the rule by this study, normally Piezo transformer device has to clean the electrode during every 11th weeks.