• Korean Chemical Engineering Research
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• 제59권3호
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• pp.455-466
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• 2021

Micro and nanoparticles of Finasteride were prepared by gas-antisolvent method. The influence of process parameters such as pressure (100, 130 and 160 bar), temperature (308, 318 and 328 K) and solute concentrations (10, 25 and 40 mg/ml) on mean particle size was studied by Box-Behnken design. As ANOVA results indicated, the highest influence in production of smaller particles was attributed to the pressure. Optimum condition leading to the smallest particle size was as follows: initial solute concentration, 10 mg/ml; temperature, 308 K and pressure, 160 bar. The particles were evaluated with FTIR, SEM, DLS, XRD as well as DSC. The analyses revealed a size decrease in the precipitated Finasteride particles (232.4 nm, on mean) via gas-antisolvent method, as compared to the original particles (55.6 ㎛).

• 한국버섯학회지
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• 제19권2호
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• pp.81-87
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• 2021

Roridin E, produced by Podostroma cornu-damae, is a mycotoxin with anticancer activity. To increase the content of roridin E, submerged culture conditions were optimized using response surface methodology. Three factors, namely, medium initial pH, incubation time and agitation speed were optimized using a Box-Behnken design. The optimum submerged culture conditions to increase the content of roridin E included a medium with an initial pH of 4.0, an incubation time of 12.90 days, and an agitation speed of 63.03 rpm. The roridin E content in the submerged culture, under the aforementioned conditions, was 40.26 mg/L. The findings of this study can help lower the current price of roridin E and promote its related research.

• 생명과학회지
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• 제22권1호
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• pp.74-79
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• 2012

본 실험은 효소들을 이용하여 볏짚으로부터 수용성 탄수화물을 생산할 때 각 효소들의 상호작용을 탐색하기 위하여 수행되었다. 볏짚의 수준에 따른 각 효소들의 수용성 탄수화물 생산 활성을 조사한 결과, 볏짚의 수준이 높을 경우(100 g/l)에는 cellulase와 hemicellulase가 서로 유사한 활성을 나타낸 반면, 볏짚의 수준이 50 g/l로 낮아질 경우, hemicellulase의 활성은 낮아지지만 cellulase는 높은 활성으로 유지되었다. 효소반응액에 포함된 볏짚의 수준, hemicellulase 및 xylanase의 상호작용을 Box Behnken design과 반응표면모형을 이용하여 분석한 결과 hemicellulase과 xylanase 간의 상호작용이 발견되었으며, 각각의 효소들을 0.55 mg/ml와 0.65 mg/ml로 혼합하는 것이 볏짚의 수준과는 상관없이 가장 많은 수용성 탄수화물을 생산하는 결과를 나타내었다. 따라서, 결과적으로 볏짚의 효소처리를 통한 수용성 탄수화물의 생산에 있어 cellulase가 가장 큰 효과를 나타내며, hemicellulase과 xylanase는 서로 상호작용을 통하여 수용성 탄수화물 생성량을 향상시킨다는 알 수 있었다.

• EDISON SW 활용 경진대회 논문집
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• 제6회(2017년)
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• pp.241-250
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• 2017

Auxetic is a structure that behave as negative Poisson's ratio. It is known for high mechanical property like energy absorption and destruction toughness so far. In this paper, we aimed to design auxetic structure which has small internal energy when force is applied and high NPR and over 50N/mm stiffness by using optimization method. We defined length(L), thickness(t), angle(${\theta}_1$, ${\theta}_2$) as design factors and also von-Mises stress, NPR, stiffness as reaction factors. We used Box-Behnken method and conducted 4factors - 3levels experiment design. We also analyzed each models by using CSD_EPLAST, Edison program, and did extra analysis for more accurate results. Finally, we found out the optimal design factors which is satisfied aimed value and increased reliability through factor analysis and validity verification.

• Journal of Microbiology and Biotechnology
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• 제19권4호
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• pp.378-386
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• 2009

A sequential optimization strategy, based on statistical experimental designs, is employed to enhance the production of alkaline protease by a Bacillus pseudofirmus local isolate. To screen the bioprocess parameters significantly influencing the alkaline protease activity, a 2-level Plackett-Burman design was applied. Among 15 variables tested, the pH, peptone, and incubation time were selected based on their high positive significant effect on the protease activity. A near-optimum medium formulation was then obtained that increased the protease yield by more than 5-fold. Thereafter, the response surface methodology(RSM) was adopted to acquire the best process conditions among the selected variables, where a 3-level Box-Behnken design was utilized to create a polynomial quadratic model correlating the relationship between the three variables and the protease activity. The optimal combination of the major medium constituents for alkaline protease production, evaluated using the nonlinear optimization algorithm of EXCEL-Solver, was as follows: pH of 9.5, 2% peptone, and incubation time of 60 h. The predicted optimum alkaline protease activity was 3,213 U/ml/min, which was 6.4 times the activity with the basal medium.

• 한국생물공학회:학술대회논문집
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• 한국생물공학회 2001년도 추계학술발표대회
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• pp.290-293
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• 2001

본 연구는 Bacillus sp.의 고농도 생산을 위한 최적배지 조건의 확립과 배양중 발생하는 foam control에 대해 알아보았다. PBD와 “one factor at a time", BBD로 이여지는 배지 최적화 과정을 통해 최초 생산 배지에서의 균체량보다 100% 이상의 향상된 균사체량을 볼 수 있었다. 또한 scale-up 과정에서 발생하는 foam control를 위해 각기 다른 type의 antifoam을 사용하였는데, 적당한 농도에서 좋은 생장을 보이고 있었고, vegetable oil은 foam control과 값비싼 탄소원인 soluble starch을 대신할 수 있는 좋은 기질임을 알 수 있었다. 또한 배양액 내의 산소를 잡고 있으면서 좋은 전달자의 역학을 하여 급격한 DO의 감소를 막아주었다.

• Steel and Composite Structures
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• 제46권4호
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• pp.525-538
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• 2023

This paper focuses on the energy absorption of lattice core sandwich structures of different configurations. The diamond lattice unit cell, which has been extensively investigated for energy absorption applications, is the starting point for this research. The energy absorption behaviour of sandwich structures with an expanded metal sheet as the core is investigated at low-velocity impact loading. Numerical simulations were carried out using ABAQUS/EXPLICIT and the results were thoroughly compared with the experimental results, which indicated desirable accuracy. A parametric analysis, using a Box-Behnken design (BBD), as a method for the design of experiments (DOE), was performed. The samples fabricated in three levels of parameters include 0.081, 0.145, and 0.562 mm² Cell sizes, and 0, 45, and 90-degree cell orientation, which were investigated. It was observed from experimental data that the angle of cells orientation had the highest degree of influence on the specific energy absorption. The results showed that the angle of cells orientation has been the most influential parameter to increase the peak forces. The results from using the design expert software showed the optimal specific energy absorption and peak force to be 1786 J/kg and 26314.4 N, respectively. The obtained R2 values and normal probability plots indicated a good agreement between the experimental results and those predicted by the model.

• KSBB Journal
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• 제20권3호
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• pp.215-219
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• 2005

Bacillus clausii I-52에서 생산되는 염기성 단백질 분해효소를 통계학적 방법을 이용하여 최적화하였다. 7개의 배지성분 중 Plakett-Burman 방법을 이용하여 단백질 분해효소 활성에 영향을 주는 3개의 성분을 선택했고, 또 영향을 주는 농도 범위를 Box-behken 방법에 의해 결정했다. 세 성분을 포함하는 염기성 단백질 분해효소의 생산 함수식을 구했고 이로부터 최적조건을 표면반응분석법을 이용해서 계산했다. 이에 근거한 이론적 최대 생산 활성 (Wheat flour: 0 g/l, Sodium citrate: 5 g/l, Sodium carbonate: 10 g/1)일 때 74000 U/mL의 결과를 얻었다. 실제 최적 배지를 이용한 실험에서는 92000 U/mL의 염기성 단백질 분해효소를 보였다. 최적화 이전 경우 생산량은 49000 U/mL로서 $90\%$의 증가율을 보였다.

• 생명과학회지
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• 제24권2호
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• pp.167-172
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• 2014

머위(Petasites japonicus) 잎에서 알레르기성 천식 억제 효능이 있는 bakkenolide B의 최적 추출공정을 반응표면 분석법을 이용하여 결정하였다. Box-Behnken design에 따라 설정한 추출온도(80, 100, $120^{\circ}C$), 추출시간(30, 45, 60 min) 및 추출용매의 pH (5, 7, 9)를 독립변수로 하고, 추출물의 특성 즉, bakkenolide B의 함량과 항알러지의 측정지표인 비만세포의 탈과립반응 억제효과를 종속변수로 하여 분석을 실시하였다. Bakkenolide B의 추출함량은 추출온도, 시간, pH의 유의적인 영향을 받았으며, 추출온도 $127.1^{\circ}C$, 시간 46.6분, 추출용매의 pH 7.7에서 최대치 121.6 ${\mu}g/g$이 예측되었다. 비만세포의 탈과립반응 억제효과의 회귀분석 결과는 유의성이 인정되지 않았고 낮은 상관계수를 보였다.

• 한국연초학회지
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• 제21권2호
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• pp.109-118
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• 1999

A model predicted describing the effect of cigarette making materials on the level of filter ventilation was developed and evaluated. The developed model was expressed in terms of a linear and quadratic relationship which was validated with experimental measurements for different porosity of plug wrap and tipping paper, unencapsulated pressure drop of filter plug and cigarette column and vent position. Forty-six experimental frequencies were determined as a result of using three levels with five factors Box-Behnken design and analyzed by the multiple regression analysis with backward stepwise in STATISTICA/PC under restricted conditions. The four factors, except filter pressure drop variable, were statistically significant at the level of 0.05 but most of all linear by linear interactions were comparatively lower significant. By the analysis of linear and quadratic regression coefficient, filter ventilation of the cigarette was affected by porosity of plugwrap (5.87, -4.25), porosity of tip paper (5.68, -1.00), vent position (-3.87, 3.08), tobacco column pressure drop (2.56, 0.66), and filter pressure drop (1.50, 0.58) in the decreasing order. It should be emphasized that the major conclusion of this study was not that any particular parameter was linear or quadratic on any limit scale, but that there were highly significant relationships among factors involving linear, quadratic and their interaction and perhaps even linearity between and within factors. While, there is also quite strong evidence that vent position from mouth end and cigarette making materials are reverse relationship on this experimental model. On the basis of the result, it can be concluded that the porosity of the plug wrap and tipping paper has a marked effect on degree of filter ventilation rate. The F-value of plug wrap and tipping paper porosity among five factors were 39.2 and 36.8 respectively with P-value of 0.000 indicating higher significant for both factors. According to the analysis of variance, the model fitted for filter ventilation was significant at 5% confidence level and the coefficient of determination ($R^2$=0.84) was the proportion to variability in the data well fitted for by the model.