• 한국연소학회지
• /
• 제18권3호
• /
• pp.38-43
• /
• 2013

In this study, we tested the absorption of $CO_2$ in combustion gas into an alkaline wastewater to simultaneously control $CO_2$ and wastewater. During the experiment, we investigated the effects of operating parameters on neutralization characteristics of the wastewater by using $CO_2$ in a bench-scale semi-batch jet loop reactor (0.1 m diameter and 1.0 m in height). The operating parameters investigated in the study are gas flow rate of 1.0-2.0 L/min, liquid recirculation flow rate of 4-32 L/min, and liquid temperature of $20-25^{\circ}C$. It was shown that the initial pH of wastewater rapidly decreased with increased gas flow rate for a given liquid recirculation flow rate. This was due to the increase in the gas holdup and the interfacial area at higher gas flow rate in the reactor. At constant gas flow rate, the time required to neutralize the wastewater initial pH of 10.1 decreased with liquid recirculation flow rate ($Q_L$), reached a minimum value in the range of $Q_L$ = 16-24 L/min, and then increased with further increase in $Q_L$. Further, the time required to neutralize the wastewater was shortened at higher temperatures.

• International Journal of Computer Science & Network Security
• /
• 제21권9호
• /
• pp.51-62
• /
• 2021

Plant disease is one of the issues that can create losses in the production and economy of the agricultural sector. Early detection of this disease for finding solutions and treatments is still a challenge in the sustainable agriculture field. Currently, image processing techniques and machine learning methods have been applied to detect plant diseases successfully. However, the effectiveness of these methods still needs to be improved, especially in multiclass plant diseases classification. In this paper, a convolutional neural network with a batch normalization-based deep learning approach for classifying plant diseases is used to develop an automatic diagnostic assistance system for leaf diseases. The significance of using deep learning technology is to make the system be end-to-end, automatic, accurate, less expensive, and more convenient to detect plant diseases from their leaves. For evaluating the proposed model, an experiment is conducted on a public dataset contains 20654 images with 15 plant diseases. The experimental validation results on 20% of the dataset showed that the model is able to classify the 15 plant diseases labels with 96.4% testing accuracy and 0.168 testing loss. These results confirmed the applicability and effectiveness of the proposed model for the plant disease detection task.

• 한국지하수토양환경학회지:지하수토양환경
• /
• 제27권6호
• /
• pp.37-46
• /
• 2022

As the amount of livestock wastewater increases, ammonia contamination in surface water and groundwater is also increasing, and its treatment is urgently needed. In this study, indigenous soil bacteria was utilized for ammonia removal in artificial wastewater and associated removal mechanisms and efficiencies were evaluated. Two batch reactors were configurated to contain natural soil and artificial wastewater at 1:10 mass ratio, and incubated for 84 and 168 hours, respectively. The results showed that ammonia was completely removed within 48 and 72 hours in the first and second reactors, respectively. There were no significant changes in ammonia concentrations in the control groups without soil. Nitrate was formed in the reactors, indicating that the main removal mechanism of ammonia was nitrification by nitrifying bacteria. Nitrate was further converted to nitrogen gas by denitrification in the anaerobic environment, which was caused by consumption of oxygen during the nitrification process.

• 한국환경과학회지
• /
• 제6권2호
• /
• pp.133-139
• /
• 1997

말로네이트 제조 공정에서 발생되는 폐액으로부터 용매추출법을 적용하여 코발트 회수 연구를 하였다 용매 추출에서의 주요 변수는 용매의 선택, pH, 코발트 농도, 역추출 온도 등이며 이러한 변수들의 영향을 조사하였다. 용매로써 DEHPA와 PC88A가 사용되었으며 이들 용매의 평형추출 곡선을 구하였다. 공장설계 조건을 찾기 위하여 Mccabe-Tiele 선도를 작성하였고, 연속 공정인 믹서-세틀러 장치를 가동하였다. 본 연구 결과 폐액 중에서 코발트는 99.9% 이상 회수되었고, 회수된 황산코발트의 순도는 99.9% 이상이었다.

• 자원환경지질
• /
• 제43권3호
• /
• pp.211-222
• /
• 2010

물-암석 반응에 따른 물속의 Sr의 농도와 $^{87}Sr/^{86}Sr$ 비의 변화를 조사하기위해 실온에서의 회분식 실험(batch experiment)을 수행하였다. 실험방법은 기원이 서로 다른 2종류 화강암(강화 석모도 흑운모 화강암과 포천 석류석 화강암), 증류수, 지표수를 사용하여 암석을 증류수 및 지표수와 1:1의 비율로 각각 반응시킨 후의 물속의 양이온 및 음이온의 농도변화 및 물속의 $^{87}Sr/^{86}Sr$ 비를 측정하였다. 그리고 암석과 지표수의 경우, 혼합비의 차이에 의한 비교를 위해 암석과 지표수의 비율을 1:10으로 하여 반응시킨 후의 물속의 양이온과 양이온의 농도변화 및 $^{87}Sr/^{86}Sr$ 비를 측정하였다. 연구결과에 의하면, 물속의 용존성분의 함량은 초기 3-4개월간은 증가하였지만, 1년간 방치하여 놓은 시료에서는 함량이 현저하게 줄어들었다. 반면에 물속의 $^{87}Sr/^{86}Sr$ 비는 시간의 경과와 더불어 암석의 $^{87}Sr/^{86}Sr$ 비로 이동해가면서 비교적 안정되는 경향을 보여주었다. 이는 물-암석반응에 의한 물속의 $^{87}Sr/^{86}Sr$ 비는 거의 거의 평형에 도달한 이후에는 Sr 함량이나 기타 용존이온들보다 쉽게 안정됨을 지시해주는 것으로 볼 수 있다. 이 연구결과는 서로 다른 대수층에 분포하는 지하수의 연계성 혹은 혼합비를 계산하는데 있어서 $^{87}Sr/^{86}Sr$ 비가 유용하게 활용되어 질 수 있음을 지시해준다.

• 한국약용작물학회지
• /
• 제8권4호
• /
• pp.351-361
• /
• 2000

알콜 발효 증진을 위해 5L 배양조에서 혐기적으로 회분 배양 시 건지황 착즙액을 농도별로 첨가하며 알콜 발효 및 균체 생육을 측정한 결과 균체 생육 및 알콜 생산 수율 모두 착즙액 첨가량이 증가함에 따라 일반 발효에 비해 증가했으며, 30% (v/v) 첨가 시 11.8 (g/L)의 최대 균체양, 0.092 (%/hr)의 최대 알콜 생산성과 같은 최대치를 나타냈다. 하지만 40% 이상 첨가 시는 균체 생육 및 알콜 생산 두 경우 다 감소하는 경향을 보였으며 50% 에서는 심각한 생육 저해 현상이 나타났다. 또한 알콜 생산성 증진을 위해 30% 착즙액을 첨가해 유가식 배양을 실시 한 결과 회분 배양보다 월등히 높은 균체 생육 및 알콜 생산성을 보였다. 이 같은 생산성은 일반 알콜 발효에서 얻을 수 있는 수율보다 약 30-40% 이상 높은 것으로 건지황 착즙액이 알콜 발효에 직접적인 영향을 주는 것이 입증되었다. 이는 알콜 발효 시 건지황의 유용 성분의 활용과 함께 알콜 생산 수율 증진에도 이용이 가능한 지황의 이중적 활용도가 있음을 입증한 것으로 평가된다.

• 한국생물공학회:학술대회논문집
• /
• 한국생물공학회 2000년도 춘계학술발표대회
• /
• pp.402-405
• /
• 2000

Batch culture system and continuous culture system were used to investigate the removal of disperse dye using several white rot fungi. White rot fungi used in the study were Coriolus hirsutus IFO 4917, Lenzites betulina IFO 6266, Coriolus versicolor IFO 30340 and Phanerochaete chrysosporium IFO 31249. The results of the batch culture experiment showed that white rot fungi used in this study had excellent dye removal abilities. Phanerochaete chrysosporium IFO 31249 was especially effective on the removal of disperse dyes. And continuous treatment of disperse red-60 was studied under bioreactor with vertical matrix using Phanerochaete chrysosporium IFO 31249. The removal efficiency of disperse red-60 were more than 95% in 0.20 ${\sim} 1.50 $hr^{-1}$ dilution rate and 90% in $1.83h^{-1}$ dilution rate.

• 한국생물공학회:학술대회논문집
• /
• 한국생물공학회 2001년도 추계학술발표대회
• /
• pp.351-354
• /
• 2001

In this experiment, we tested various nitrogen sources and then culture condition was optimized for industrial applications. The batch culture of Candida magnoliae SR101 grown in a defined medium supplemented with light steep water (LSW) as a sole nitrogen source showed a relatively high yield of erythritol production (53%), which was slightly higher than that using yeast extract as a nitrogen source, while the productivity and cell mass were maintained at similar levels. For the optimization of culture condition, the batch culture was performed. When the concentration of LSW was 65 mL/L in the defined medium containing 250 g/L of glucose, the concentration, yield and productivity of erythritol were 110 g/L, 44%, and 0.66 g/L-hr, respectively. The high yield and comparable productivity obtained with a cheap nitrogen source could be expected as a basis for the mass production of erythritol in the industrial scale.

• 한국생물공학회:학술대회논문집
• /
• 한국생물공학회 2003년도 생물공학의 동향(XIII)
• /
• pp.273-277
• /
• 2003

Batch culture of mutant derived from Pichia ciferrii ATCC 14091 was investigated for producing the intracellular tetraacetylphytosphingosine (TAPS). Composite experimental design was used to optimize the composition of the culture medium for maximizing the productivity of TAPS. In this experiment, various culture parameters were investigated that were the effects of temperature, the initial culture pH, the carbon-to-nitrogen ratio, the concentration of trace elements, and the concentration of cofactors. The optimal temperature for cell growth and TAPS synthesis appeared to be %25^{\circ}C$. An initial pH value of 7.5 gave the best results. Under the best condition, the maximum TAPS concentration indicated 7.2 g/L and its productivity was 0.06 g/L-hr in a 2.5 L jar

• KSBB Journal
• /
• 제13권1호
• /
• pp.38-43
• /
• 1998

Application of pervaporative extraction of ethanol to simultaneous saccharification and fermentation(SSF) of cellulose was investigated. From batch experiments, optimum cellulose substrate and enzyme loadings were found to be 10% and 15 IFPU/g cellulose, respectively. The cellulose conversion was lowered in fed-batch system due to the ethanol accumulation. The activity of the yeast Saccharomyces uvarum used in this study was significantly reduced at ethanol concentrations above around 40 g/L. From pervaporation experiments using PDMS membrane, ethanol was efficiently separated at 38$^\circ C$ and 10 mmHg of a down stream pressure. The pervaporation unit with 240 cm$^2$ of surface area was combined into the SSF reactor. The continuous removal of ethanol by pervaporation during SSF resulted in an improved cellulose conversion. Within the scope of this experiment, ethanol yields in the pervaporative SSF and simple SSF were 68.3% and 56.6%, respectively. The permeate flux for SSF broth pervaporation was about one-half that for the pervaporation of aqueous ethanol solution. Accordingly, the development of a membrane with higher ethanol selectivity and flux will increase the feasibility of this technology.