• 한국환경과학회지
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• 제28권8호
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• pp.677-687
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• 2019

This study evaluated the biosorption properties of calcium ion using Aerobic Granular Sludge (AGS). A sequencing batch reactor was used to induce the production of Extracellular Polymeric Substances (EPS) through salinity injection, and the calcium ion adsorption efficiency was analyzed by a batch test. The EPS contents showed significant changes (104-136 mg/g MLVSS) at different salinity concentrations. The calcium ion adsorption efficiency was highest for AGS collected at 5.0% salinity, and it was confirmed that the biosorption efficiency of AGS was increased owing to the increase in EPS content. The results of the Freundlich isotherms showed that the ion binding strength (1/n) was 0.3941-0.7242 and the adsorption capacity ($K_f$) was 2.4082-3.3312. The specific surface area and the pore size of the AGS were $586.1m^2/g$ and 0.7547 nm, respectively, which were not significantly different from each other. It was confirmed that the influence of biological properties, such as EPS content, was relatively large among the factors affecting calcium ion adsorption.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제13권7호
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• pp.3714-3732
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• 2019

With the rapid development of network, Intrusion Detection System(IDS) plays a more and more important role in network applications. Many data mining algorithms are used to build IDS. However, due to the advent of big data era, massive data are generated. When dealing with large-scale data sets, most data mining algorithms suffer from a high computational burden which makes IDS much less efficient. To build an efficient IDS over big data, we propose a classification algorithm based on data clustering and data reduction. In the training stage, the training data are divided into clusters with similar size by Mini Batch K-Means algorithm, meanwhile, the center of each cluster is used as its index. Then, we select representative instances for each cluster to perform the task of data reduction and use the clusters that consist of representative instances to build a K-Nearest Neighbor(KNN) detection model. In the detection stage, we sort clusters according to the distances between the test sample and cluster indexes, and obtain k nearest clusters where we find k nearest neighbors. Experimental results show that searching neighbors by cluster indexes reduces the computational complexity significantly, and classification with reduced data of representative instances not only improves the efficiency, but also maintains high accuracy.

• 한국환경과학회지
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• 제28권7호
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• pp.607-615
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• 2019

The purpose of this study is to biological treatment of high salinity wastewater using Aerobic Granular Sludge (AGS). In laboratory scale's experiments research was performed using a sequencing batch reactor, and evaluation of the denitrification reaction in accordance with the injection condition of salinity concentration, surface properties of microorganisms, and sludge precipitability was performed. The results showed that the salinity concentration increased up to 1.5%, and there was no significant difference in the nitrogen removal efficiency; however, it showed a tendency to decrease gradually from 2.0% onward. The specific denitrification rate (SDNR) was 0.052 - 0.134 mg $NO_3{^-}-N/mg$ MLVSS (mixed liquor volatile suspended solid)${\cdot}day$. The MLVSS/MLSS (mixed liquor suspended solid) ratio decreased to 76.2%, and sludge volume index ($SVI_{30}$) was finally lowered to 57 mL/g. Using an optical microscope, it was also observed that the initial size of the sludge was 0.2 mm, and finally it was formed to 0.8-1.0 mm. Therefore, salinity injection provides favorable conditions for the formation of an AGS, and it was possible to maintain stable granular sludge during long-term operation of the biological treatment system.

• 정보보호학회논문지
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• 제15권6호
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• pp.71-80
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• 2005

향후 다양한 인터넷 응용 프로그램들은 멀티캐스트 그룹 통신에 기반을 두게 될 것이며, 따라서 그룹 멤버들의 빈번한 가입과 탈퇴를 효율적으로 대처하기 위한 그룹키 관리기법이 요구된다. 본 논문에서는 기존의 개별 키 갱신기법들을 일괄 키 갱신 기법으로 확장하여 제안하고, 기존의 기법들과 제안된 기법을 키 서버에 의해 수행되는 암호화 및 일방향 해쉬 함수의 횟수 그리고 멀티캐스트 메시지의 크기 측면에서 성능을 비교 분석한다. 비교 분석에 있어서는, 다중 탈퇴자가 존재하는 상황에서 그들에 의해 초래되는 키 갱신 비용을 확률론적인 접근법을 기반으로 평균치를 계산하였다.

• 한국환경과학회지
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• 제30권12호
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• pp.1081-1092
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• 2021

In this study, the effect on the stability of Aerobic Granular Sludge (AGS) caused by an AGS separator was investigated. The AGS separator was a hydrocyclone. The main factors of the AGS separator were filter pore size (0.125~0.600 mm), conical-to-cylindrical ratio (1.5~3.0), and operating time (1~20 min). The AGS/mixed liquor suspended solid (MLSS) ratio gradually increased to 0.500 mm (AGS/MLSS: 84.3±3.0%). AGS was best separated at the conical-to-cylindrical ratio of 2.5 (AGS/MLSS: 84.7±3.3%). As the operating time increased, the AGS separation performance also tended to increase. The shortest AGS separator run time, but the highest AGS separation performance was 10 min (87.0±2.5%). AGS stability was evaluated by operating the selected AGS separator and sequencing batch reactor. The average removal efficiencies of TOC, TCOD_Cr, SS, TN, and TP were 95.7%, 96.9%, 93.0%, 89.0%, and 96.2%, respectively, which met the effluent standards in Korea. In addition, the AGS/MLSS ratio tended to remain constant, and the sludge volume index demonstrated a tendency to decrease from 140 mL/g to 70 mL/g. During the operation, the particles of AGS in optical microscope observations gradually increased.

• Nuclear Engineering and Technology
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• 제56권3호
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• pp.1091-1099
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• 2024

Fluoride-salt-cooled High-temperature Reactor (FHR) is a promising nuclear reactor technology. Among many challenges presented by the molten fluoride salts is the corrosion of salt-facing structural components. Higher moisture contents, in the FLiNaK (LiF-NaF-KF, 46.5-11.5-42 mol%) salt, aggravate intergranular corrosion and pitting for the given alloys. Therefore, several thermal dehydration tests of FLiNaK salt were performed with a batch size suitable for thermal-hydraulic experiments. Thermogravimetric Analysis (TGA) was performed for the three constituent fluoride salts individually. Preliminary thermal dehydration plans were then proposed for NaF and KF salts based on the TGA curves. However, the dehydration process may not be required for LiF since its low mass loss (<1.3 wt%). To evaluate the performance of these thermal dehydration plans, a batch-scale salt dehydration test facility was designed and constructed. The preliminary thermal dehydration plans were tested by varying the heating rates, target temperature, and holding time. The sample mass loss data showed that the high temperatures (>500 ℃) were necessary to remove a significant amount of moisture (>1 wt%) from NaF salt, while relatively low temperatures (around 300 ℃) with a long holding time (>10 h) were sufficient to remove most of the moisture from KF salt.

• 멤브레인
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• 제34권2호
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• pp.132-139
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• 2024

Total dissolved solids (TDS) 제거에 이용되는 이온교환수지는 컬럼에 충진시켜 사용하게 되는데, 이온교환 과정에서 이온성 물질과 이온교환수지의 충분한 접촉시간을 필요로 한다. 본 연구에서는 이온교환수지의 분체화를 통하여 짧은 접촉시간으로도 높은 TDS 제거 성능을 보이는 이온교환수지의 특성을 연구하였다. 흐름성 등을 고려한 분체의 최적 크기는 100 ㎛ 이상임을 확인하였고, 250~500 ㎛d와 100~250 ㎛ 크기의 최대 분쇄 수율은 각각 67.3%와 36.9%였다. 또한 100~500 ㎛ 크기의 분쇄 수율은 분쇄 시간 2분에서 87.1%로 나타났다. 회분식(batch) 실험 조건에서 250~500 ㎛ 크기의 분체가 95%와 99%의 제거율에 도달하는 시간은 분쇄 전(non-pulverized) 이온교환수지에 비해 각각 1.82배와 1.96배 더 빨랐다. 100~250 ㎛ 크기의 분체는 각각 15.9배와 6.18배 더 빨랐다. 컬럼 테스트의 경우 분쇄 전 이온교환수지는 총 1.74 g, 250~500 ㎛ 크기의 분체는 1.83 g, 100~250 ㎛ 크기의 분체는 1.63 g의 NaCl을 제거하였다. 분체의 크기가 작아질수록 용량(capacity)이 약간 감소한 것으로 나타났다. 결과적으로 분체화된 이온교환수지를 사용하는 것이 접촉시간 대비 높은 TDS 제거 성능을 얻을 수 있는 방법임을 확인하였다.

• 대한환경공학회지
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• 제31권12호
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• pp.1143-1150
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• 2009

본 연구는 고분자 응집제를 이용하여 단시간에 입상형태의 슬러지를 제조한 후 연속회분식 장치에 주입하여 호기성 입상화를 시도하였다. 연속회분식 반응조에서 호기성 입자의 형성에 따른 입자의 크기, 침강속도, 표면전하, 비산소 소비율 등의 물리 화학적인 특성을 조사하였다. 입상형태의 슬러지를 연속회분식 장치에 주입하여 COD 부하량 $5.4kg{\cdot}COD/m^3{\cdot}d$로 운전한 결과 운전경과 20일만에 2.6 mm 내외의 호기성 입자를 형성하였으며, 최종형성된 호기성 입자의 침강속도, 비산소 소비율, 표면전하, 다당류/단백질비는 각각 1.7 cm/s, $346mg{\cdot}O_2/g{\cdot}MLVSS{\cdot}hr,\;(-)0.26{\cdot}meq/g{\cdot}MLVSS$, 2.06 mg/mg을 나타내었다.

• 공업화학
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• 제9권7호
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• pp.974-978
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• 1998

회분식 통풍관형(DTB) 냉각 결정화기에서 3-nitro-1,2,4,-triazol-5-one(NTO)의 결정화 메카니즘에 관한 연구가 수행되었다. 결정성장속도 및 핵생성속도에 대한 과포화 의존성이 조사되었다. 핵생성 메카니즘 판별을 위한 Mersmann 이론을 이용하여 NTO의 핵생성 거동에 대한 메카니즘이 파악되었다. DTB 결정화기에서 NTO의 핵생성 거동은 불균일핵생성과 표면핵생성이 동시에 기여함을 알 수 있었다. 핵생성속도는 과포화에 4.2승에 비례하였고 결정성장속도는 과포화의 2.9승에 비례하였다. 회분식 DTB 냉각 결정화에서 얻은 NTO 결정의 크기는 결정화 메카니즘으로부터 얻어진 상관식으로부터 검증되었다.

• KSBB Journal
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• 제19권3호
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• pp.236-240
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• 2004

Batch experiment에서 다양한 질소 농도에서 구해진 질소제거 속도와 비 생장속도 등의 데이터를 토대로 4.6일의 체류시간을 갖는 2단 처리 장치를 설계하였다. 그리고 continuous experiments에서는 3.5일의 체류시간을 갖는 2단의 처리 장치를 설계하였다. 두 가지 값에 차이는 있지만 실제 현장에서 폐수 처리 장치를 설계할 때 충분한 자료가 되리라고 판단한다. 따라서 위의 결과를 토대로 기존 시스템에 미세조류 시스템을 부가한다면 기존공정의 단점인 잉여질소 제거 장치로서 충분히 역할을 수행해 배출 기준치를 만족시키는 안전한 폐수처리장치가 되리라고 판단한다.