• Journal of the Korean GEO-environmental Society
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• v.11 no.1
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• pp.19-26
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• 2010

The batch experiments and response surface methodology (RSM) have been applied to the investigation of the cadmium (Cd) adsorption by coal fly ash (CFA). CFA having maximum Cd removal mass of 8.51 mg/g were calculated from Langmuir model. Cd removal reaction with different initial pH ranged from 4 to 9. When the initial pH was higher, Cd was removed more by adsorption and precipitation. These results suggest that the lower pH cause an increase of $H^+$ ion concentration which competed with Cd ions for exchange sites in CFA. Also, The Cd adsorption was mathematically described as a function of parameters initial Cd concentration ($X_1$), initial pH ($X_2$), and initial CFA mass ($X_3$) being modeled by use of the Box-Behnken methods. Empirical models were developed to describe relationship between the experimental variables and response. Statistical analysis indicates that tree factors ($X_1$, $X_2$, and $X_3$) on the linear term (main effects), and tree factors ($X_1X_2$, $X_1X_3$, and $X_2X_3$) on the non-linear term (Interaction effect; cross-product) had significant effects, respectively. In this case, the value of the adjusted determination coefficient (adjusted $R^2=0.9280$) was closed to 1, showing a high significance of the model. Statistical results showed the order of Cd removal at experimental factors to be initial initial pH > initial Cd concentration > initial CFA mass.

• Journal of Korean Society of Environmental Engineers
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• v.39 no.12
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• pp.689-697
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• 2017

As a fundamental study to apply the new flocculation method using ballast in water treatment process, the optimal conditions for general and ballast coagulant dosage, and pH, which are known to have a significant influence, were derived by response surface methodology. Poly aluminum chloride (PAC) and magnetite ballast were used as a general coagulant and ballast, respectively. Coagulation experiments were performed by jar-tester using the kaolin based synthetic water. The effects of three independent variables (pH, PAC, and ballast) on response variables (turbidity removal rate and average settling velocity of flocs) and the optimum condition of independent variables to induce the optimum flocculation were obtained by 17 experimental conditions designed by Box-Behnken procedure. After performing experiments, the quadratic regression model was derived for each of response variables, and the response surface analysis was conducted to explore the correlation between independent variables and response variables. The $R^2$ values for the turbidity removal rate and the average settling velocity were 0.9909 and 0.8295, respectively. The optimal conditions of independent variables were 7.4 of pH, 38 mg/L of PAC and 1,000 mg/L of ballast. Under these conditions, the turbidity removal rate was more than 97% and the average settling velocity exceeded 35 m/h.

• Journal of the Korean Wood Science and Technology
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• v.38 no.3
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• pp.191-198
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• 2010

This research was performed to investigate the effect of hydrogen peroxide on the stain removal in japanese hackberry. Response surface method (RSM) was used to optimize the bleaching conditions such as reaction temperature, reaction time and the concentration of hydrogen peroxide. Fifteen different bleaching conditions were selected according to $2^3$ factorial central composite design (CCD). The bleaching effect were evaluated by lightness differences of wood surface before and after the bleaching. The RSM model was determined and its $R^2$ values were 0.93, showing it well represented the bleaching effect. The most affecting factor on the stain removal was the concentration of hydrogen peroxide, followed by reaction time and reaction temperature. Second degree of concentration was proved to have an effect on the bleaching. Bleaching rates above 3% concentrations of hydrogen peroxide were tended to be slightly decreased, and low bleaching effect was found at $20^{\circ}C$. The determined RSM model may offer very practical ways to obtain the desired levels of bleaching because it offers multiple solutions.

• 한국신재생에너지학회:학술대회논문집
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• 2008.05a
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• pp.445-447
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• 2008

본 연구에서는 다중벽 탄소나노튜브용 표면개질제를 리빙라디칼중합법을 통하여 제조하고, 이를 이용하여 표면개질되고 분산제어된 다중벽탄소나노튜브를 제조하고 염료감응형 태양전지의 대전극 재료로 사용하였다. 우선 리빙라디칼중합법 중 nitroxide mediated polymerization (NMP) 기술을 이용하여 poly(maleic anhydride-co-p-acetoxystyrene)-block-poly(p-acetoxystyrene)를 합성하고, 공중합체중의 maleic anhydride기에 이미드화 반응을 통하여 pyrene기를 도입하였다. 공중합체 중의 p-acetoxystyrene 반복단위들은 가수분해 반응을 통하여 p-hydroxystyrene 반복단위로 변환하였으며, 제조된 공중합체의 구조와 열 특성 등을 GPC, GC, $^1H$-NMR, TGA을 통하여 분석하였다. 제조된 공중합체를 이용하여 다중벽 탄소나노튜브의 표면을 polymer wrapping법으로 처리하였고, 표면개질된 탄소나노튜브의 분산성을 다양한 용매에서 비교분석하였다. 표면이 개질되고 페이스트 내에의 분산성이 향상된 다중벽탄소나노튜브를 염료감응태양전지의 대전극 제조에 응용하였으며, 표면처리 및 분산제어 여부에 따른 제작 특성 및 동작특성 등을 평가하였다.

• Proceedings of the Korean Vacuum Society Conference
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• 1999.07a
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• pp.215-215
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• 1999

상용의 PS가 가지는 소수 특성을 아르곤, 수소, 산소 이온을 이온 보조 반응법을 이용하여 PS의 표면에 조사하여 PS의 표면을 친수성을 증대시켰으며 이때의 친수성의 변화는 각 이온의 비율과 전류의 세기 및 전압의 변화에 따라 측정하였다. 이온 소스는 직경 5cm의 cold hollow cathod ion gun을 이용하였으며 이온 조사량은 5$\times$1014 ~ 1$\times$1017까지 변화시키고 산소의 유량은 0~6sccm까지 변화시키고 수소의 유량 또한 0~6sccm 까지 변화시키면서 극성 용매인 물과의 접촉각을 정적 접촉각 측정기를 이용하여 측정하였다. 또한 일정 조건에서 이온의 조사 후 대기와 물속에서 시간에 따른 물의 접촉각의 변화를 측정하였다. 표면에 형성된 극성 그룹을 조사하기 위하여 XPS를 측정하였다. XPS 측정결과 표면에 C-O, C=O, (C=O)-O와 같은 극성 작용기가 형성되었음을 확인하였으나 PS 표면에 생성된 정확한 작용기를 구분하기 어려웠다. 따라서 좀더 세밀한 조사를 위하여 FT-IR을 이용하여 이온 조사 조건에 따른 PS 표면의 분자단의 Peak 변화를 관찰하였다.

• Proceedings of the Korean Society of Precision Engineering Conference
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• 1992.10a
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• pp.145-150
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• 1992

화인세라믹의 우수한 공학적 특성으로 인한 최근의 이용가치 증대와 더불어 세라믹의 고정도 가공에 대한 관심이 높아지고 있다. 다이아몬드휠을 이용한 연삭이나 다이아몬드 공구를 이용한 선삭에 의해 세라믹의 고정도 표면생성을 실현시키고자 하는 연구가 활발히 진행되고는 있으나 아직 미흡한 상태에 있다. 따라서 전통적으로 고정도 표면생성에 널리 용되어 온 래핑에 의한 표면다듬질이 현재 행하여지고 있는 일반적인 방법이다. 본 연구에서는 화인세라믹의 고정도 표면생성을 위한 원통래핑 공정의 최적화 방법으로 실험계획법의 한 응용분야인 반응표면분석법을 이용하였으며 그 결과, 적은 재료와 시간으로 능률적이고 체계적인 실험 및 통계적인 분석을 통해서 원통세라믹의 고정도 표면생성을 위한 최적래핑조건을 찾아내었다.

• Transactions of the Korean Society of Mechanical Engineers A
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• v.34 no.1
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• pp.27-33
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• 2010

This paper focuses on the design of microspeakers with minimum flux leakage, for use in radiotelegraphy. The response surface methodology (RSM) is applied as the optimization technique for obtaining a large magnetic force and a small flux leakage on diaphragm. The object functions of this optimization are the magnetic force and the flux leakage along three factors; pole piece thickness, magnet grade and yoke thickness, which are determined by the design of the experiment. The magnetic force and the flux leakage are calculated for each condition and optimized by results evaluated with RSM. For a pole piece thickness of 0.9 mm, a magnet grade of N42H and a yoke thickness of 0.75 mm, the magnetic force is satisfied as initial model and flux leakage is decreased to 11.8% than initial model.

• Proceedings of the Korean Society of Tribologists and Lubrication Engineers Conference
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• 1988.06a
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• pp.43-48
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• 1988

보호피막을 입히는 방법으로는 화학증착법과 물리증착법이 주로 사용되고 있다. 고온 분위기에서 기체 상태인 반응물의 화학반응을 통하여 원하는 물질을 증착시키는 화학증착법은 물리증착법에 비해 점착성(adhesion)이 우수하고, 보호피막층의 성분조절이 용이하며, 반응물이 기체상태이므로 대량생산이 용이하여 보호피막 증착법으로 많이 사용되고 있다. $Si_3N_4$-TiC ceramic 표면에 TiC, TiN 및 Ti(C, N) coating을 함으로써 얻을 수 잇는 장점들은 표면층의 경도를 증가시키며, steel과의 마찰계수의 감소 및 coating 층 자체가 고온에서 고체 윤활제로 작용하여 마찰열의 상당한 감소를 얻을 수 있으며, 또한 coating층 자체가 비교적 안정한 화합물로 피삭재내의 성분원소들에 대한 diffusion barrier로 작용되며, 내식성을 증가시킬 수 있다. 본 연구에서는 각 증착층의 미소경도, 열충격저항, steel과의 마찰계수를 측정하였으며, 최종적으로 절삭시험을 통하여 증착층들의 내마모성을 조사, 규명하였다.

• Journal of Korean Society of Coastal and Ocean Engineers
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• v.23 no.2
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• pp.163-170
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• 2011

An optimal layout condition of the offshore wind turbines is studied by using the response surface analysis which is a kind of the design of experiments. Based on the assumption that total 36 turbines would be installed in the offshore wind farm, the number and distance of the rows and columns are used as the design variables and the efficiency decrease of power generation due to the wake decay by the interactions of turbines and the installation cost of the internal electric grid are considered as the objective functions of the response surface analysis for the layout design of turbines. Useful design information can be derived by analyzing the relationship between the design variables and target functions. It is found that the row number and the distance between rows should be minimized, and the optimal distance between columns should be estimated and adopted to the layout design within the specified design range in order to ensure the economics for the offshore wind farm.

• Transactions of the Korean Society of Mechanical Engineers A
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• v.37 no.11
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• pp.1331-1337
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• 2013

This study deals with the structural optimization of hybrid vertical-axis wind turbine blades using a response surface method (RSM). The structural analysis results suggest that the stress of hybrid vertical-axis wind turbine blades exceeds the yield strength. Optimization techniques are then applied to structural design to ensure a safe structure. First, the design factors that strongly influence the structural response are identified. The RSM was applied based on the design of experiments. The objective function and constraint terms set the weight and allowable stress, respectively. Furthermore, sensitivity analysis was conducted to indicate the effects of the design factors on the stress and weight. Finally, structural design was performed for the hybrid vertical-axis wind turbine blade.