• 대한기계학회논문집A
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• 제28권9호
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• pp.1399-1407
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• 2004

Structural optimization has been carried out in continuous design space or in discrete design space. Generally, available designs are discrete in design practice. However, the methods for discrete variables are extremely expensive in computational cost. An iterative optimization algorithm is proposed for design in a discrete space, which is called a sequential algorithm using orthogonal arrays (SOA). We demonstrate verifying the fact that a local optimum solution can be obtained from the process with this algorithm. The local optimum solution is defined in a discrete design space. Then the search space, which is a set of candidate values of each design variables formed by the neighborhood of a current design point, is defined. It is verified that a local optimum solution can be found by sequentially moving the search space. The SOA algorithm has been applied to problems such as truss type structures. Then it is confirmed that a local solution can be obtained by using the SOA algorithm

• 한국환경복원기술학회지
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• 제11권5호
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• pp.1-11
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• 2008

This study was carried out to provide primary data set for cleaning of contamination site. By having hydroponic culture on Salix alba and S. caprea seedling treated with Ni solution, the result of Ni accumulation came out as followings : In a treatment of Ni to the Salix alba and S. caprea, Ni accumulation increased in its root, leaves, and stem, as Ni concentration became higher until $10.0{\mu}mol$. But in a $100.0{\mu}mol$ treatment, the seedlings died after 4 weeks. Ni accumulation in the Salix alba and S. caprea was the highest in its roots, second-highest in leaves, and the lowest in stems. In the case of $10.0{\mu}mol$ treatment of Ni solution, Ni accumulation in roots were above 500.0mg/L, and leaves were above 20.0mg/L. But it was lower than 13.0mg/L in stems. Ni accumulation in the plant increased more when nutrient solution containing Ni was weekly changed than just refilling the same amount of nutrient solution that evaporated Ni accumulation in Salix alba was higher than S. caprea when the nutrient solution had been refilled only.

• 대한기계학회:학술대회논문집
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• 대한기계학회 2004년도 춘계학술대회
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• pp.1005-1010
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• 2004

The structural optimization has been carried out in the continuous design space or in the discrete design space. Generally, available designs are discrete in design practice. But methods for discrete variables are extremely expensive in computational cost. In order to overcome this weakness, an iterative optimization algorithm was proposed for design in the discrete space, which is called as a sequential algorithm using orthogonal arrays (SOA). We focus to verify the fact that the local solution can be obtained throughout the optimization with this algorithm. The local solution is defined in discrete design space. Then the search space, which is the set of candidate values of each design variables formed by the neighborhood of current design point, is defined. It is verified that a local solution can be founded by moving sequentially the search space. The SOA algorithm has been applied to problems such as truss type structures. Then it is confirmed that a local solution can be obtained using the SOA algorithm

• 열처리공학회지
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• 제33권6호
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• pp.277-283
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• 2020

Cu-Co-Si based alloy has a strengthening mechanism for Co₂Si intermetallic compounds deposited on the copper matrix after aging treatment and the solution treatment has a key influence on the strength and electrical conductivity of the final products. In this paper, the Cu-1.6%Co-0.38%Si alloy was fixed at the time and the solution treatment temperature was set at a temperature in the range of 800 to 950℃, and the change in mechanical properties was observed by fixing the temperature at 950℃ and changing the time. The microstructure was observed using an electron microscope and an optical microscope, and the changes in hardness, electrical conductivity, and bending workability after aging treatment were investigated. When the solution treatment time is less than 20 seconds, the solution treatment is not sufficient and the formation of precipitates contributing to the increase in hardness decreases and the hardness decreases after the aging treatment, and in more than 50 seconds, the hardness decreases due to the coarsening of the grains and the bending workability got worse.

• 한국염색가공학회지
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• 제13권2호
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• pp.120-127
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• 2001

In order to make a microfiber fabric with PET/Co-PET Sea-Island Type microfiber, the optimum condition of extraction and elimination of Co-PET from the mocrofiber was examined. At the same time, the physical property change of the fabric with respect to the change of the relative amount of the Co-PET in the microfiber was also examined to provide a directly applicable data set to the industry. The sample fabric used was warp 75/36(DTY) and weft 0.05d(PET/Co-PET, Sea Island Type Microfiber) twill fabric of 36 separated yarns＋40/24(high shrinking yarn) with 130/48 ITY. The data set was made at various NaOH concentrations and steam temperatures with time as a main variable. The physical properties examined were the tensile properties. The results obtained were the tensile. The results obtained were 1. For a proper extraction of Co-PET (13.5%)from the microfiber with wet curing, it takes more than 5 min. in 8 and 12% of NaOH solutions but it takes only 3 min. in 18% of NaOH solution at 12$0^{\circ}C$. 2. For a proper extraction of Co-PET (13.5%) from the microfiber with wet curing, ti takes 3~5min. in 12 and 14% of NaOH solution and it takes less than 3 min. in 18% of NaOH solution at $130^\circ{C}$. 3. The increasing ratio of WT increased with increasing NaOH concentrations and the equilibrium point reached was 3 min. at $120^\circ{C}$. 4. The WT increasing ratio was greater in 14 and 18% NaOH solutions than in 8 and 12% of NaOH solutions at $130^\circ{C}$5. The RT ratio changes at $120^\circ{C}$ in 8 and 12% of NaOH solutions were indifferent from that at $130^\circ{C}$ in 12% of NaOH solution. However, the RT was apparently decreased with increasing NaOH concentration.

• 한국염색가공학회지
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• 제13권2호
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• pp.34-34
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• 2001

In order to make a microfiber fabric with PET/Co-PET Sea-Island Type microfiber, the optimum condition of extraction and elimination of Co-PET from the microfiber was examined. At the same time, the physical property change of the fabric with respect to the change of the relative amount of the Co-PET in the microfiber was also examined to provide a directly applicable data set to the industry. The sample fabric used was warp 75/36(DTY) and weft 0.05d(PET/Co-PET, Sea Island Type Microfiber) twill fabric of 36 separated yarns＋40/24(high shrinking yarn) with 130/48 ITY. The data set was made at various NaOH concentrations and steam temperatures with time as a main variable. The physical properties examined were the tensile properties. The results obtained were the tensile properties. The results obtained were 1. For a proper extraction of Co-PET (13.5%)from the microfiber with wet curing, it takes more than 5 min. in 8 and 12% of NaOH solutions but it takes only 3 min. in 18% of NaOH solution at 120℃. 2. For a proper extraction of Co-PET (13.5%) from the microfiber with wet curing, it takes 3∼5 min. in 12 and 14% of NaOH solution and it takes less than 3 min. in 18% of NaOH solution at 130℃. 3. The increasing ratio of WT increased with increasing NaOH concentrations and the equilibrium point reached was 3 min. at 120℃. 4. The WT increasing ratio was greater in 14 and 18% NaOH solutions than in 8 and 12% of NaOH solutions at 130℃. 5. The RT ratio changes at 120℃ in 8 and 12% of NaOH solutions were indifferent from that at 130℃ in 12% of NaOH solution. However, the RT was apparently decreased with increasing NaOH concentration.

• 한국컴퓨터정보학회논문지
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• 제20권1호
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• pp.111-118
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• 2015

본 논문은 광통신망에서 (s,t)에 대한 다중 패킷 통신 요구에 대해 최적의 광 경로를 설정하고, 최소 파장 수를 배정하는 경로설정과 파장 배정 문제 (RWAP)를 다룬다. RWAP는 지금까지 다항시간으로 최적 해를 구하는 알고리즘이 알려져 있지 않은 NP-완전으로 근사 해를 다항시간으로 구하고 있다. 본 논문은 주어진 망의 모든 (s,t)에 대해 최단 광 경로로 동일한 홉 수를 갖는 주경로와 대체경로를 사전에 결정하고, (s,t)에 대한 실제 특정 다중 패킷 통신이 요구될 때 이들 이중 경로를 이용하여 최대로 이용되는 간선의 이용횟수를 b개로 줄이고, b개의 파장 수 상자에 중복 간선 없이 담는 방법으로 O(kn) 계산 복잡도로 최적 해를 구할 수 있었다. 2개의 실험 데이터 망에 적용한 결과, 제안된 알고리즘은 기존에 알려진 최적 해를 얻을 수 있음을 보였다.

• 상하수도학회지
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• 제35권1호
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• pp.93-100
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• 2021

Forward osmosis (FO) process is a chemical potential driven process, where highly concentrated draw solution (DS) is used to take water through semi-permeable membrane from feed solution (FS) with lower concentration. Recently, commercial FO membrane modules have been developed so that full-scale FO process can be applied to seawater desalination or water reuse. In order to design a real-scale FO plant, the performance prediction of FO membrane modules installed in the plant is essential. Especially, the flux prediction is the most important task because the amount of diluted draw solution and concentrate solution flowing out of FO modules can be expected from the flux. Through a previous study, a theoretical based FO module model to predict flux was developed. However it needs an intensive numerical calculation work and a fitting process to reflect a complex module geometry. The idea of this work is to introduce deep learning to predict flux of FO membrane modules using 116 experimental data set, which include six input variables (flow rate, pressure, and ion concentration of DS and FS) and one output variable (flux). The procedure of optimizing a deep learning model to minimize prediction error and overfitting problem was developed and tested. The optimized deep learning model (error of 3.87%) was found to predict flux better than the theoretical based FO module model (error of 10.13%) in the data set which were not used in machine learning.

• 한국인터넷방송통신학회논문지
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• 제23권2호
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• pp.185-191
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• 2023

본 논문은 지금까지 NP-완전 문제로 다항시간 알고리즘이 존재하지 않는 완전피복 문제에 대해 선형시간으로 해를 구할 수 있는 알고리즘을 제안하였다. 제안된 알고리즘은 "행과 열에는 동일한 값이 존재하면 안된다"는 완전피복문제의 특징을 이용하였다. 이를 위해 먼저 최소 원소 개수를 가진 부분집합을 선택하고 선택된 부분집합의 원소를 가진 부분집합을 삭제하였다. 남은 부분집합들을 대상으로 반복적으로 수행하면 해를 구한다. 만약, 해를 구하지 못하면 최대 원소 개수를 가진 부분집합을 선택하여 동일한 과정을 수행하였다. 제안된 알고리즘은 일반적인 완전피복 문제의 해를 쉽게 구하였다. 추가로, 완전피복 문제를 보다 일반화한 N-퀸 문제를 대상으로 제안된 알고리즘을 적용할 수 있음을 보였다. 결국, 제안된 완전피복 알고리즘은 완전피복 문제에 대해 P-문제임을 증명하였다.

• 한국콘텐츠학회논문지
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• 제7권4호
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• pp.133-140
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• 2007

기존의 상업적인 3D CG 애니메이션 제작 공정 구조는 부서간의 병목현상으로 모든 부서가 동시에 작업을 할 수 있는 효율적인 구조로 이루어지지 않고 있다. 예를 들어, 애니메이팅 작업을 하기 위해선 선행되어야 할 모델링과 Set-Up 단계가 끝나기 전에는 애니메이팅 작업을 할 수가 없다. 그 결과, 제작 일정의 지연, 제작비의 손실을 발생시키게 되고, 또한 선행된 작업에 수정을 가할 경우 수정이 끝날 때 까지 애니메이팅 작업은 중단된다는 결과를 야기 시킨다. 이런 문제는 표준으로 정해 놓은 "마스터 캐릭터"의 적용으로 도움을 줄 수가 있는데, 프로젝트의 시작과 동시에 모델링과 set-up 그리고 다른 어떤 작업과도 독립적으로 애니메이팅 작업을 시작 할 수 있고 수정 작업도 독립적으로 수행이 가능해서 애니메이션 제작공정을 효율적으로 관리할 수 있다.