• 한국농공학회논문집
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• 제57권2호
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• pp.37-45
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• 2015

Typically, water quality sampling takes place intermittently since sample collection and following analysis requires substantial cost and efforts. Therefore regression models (or rating curves) are often used to interpolate water quality data. LOADEST has nine regression models to estimate water quality data, and one regression model needs to be selected automatically or manually. The nine regression models in LOADEST and auto-selection by LOADEST were evaluated in the study. Suspended solids data were collected from forty-nine stations from the Water Information System of the Ministry of Environment. Suspended solid data from each station was divided into two groups for calibration and validation. Nash-Stucliffe efficiency (NSE) and coefficient of determination ($R_2$) were used to evaluate estimated suspended solid loads. The regression models numbered 1 and 3 in LOADEST provided higher NSE and $R_2$, compared to the other regression models. The regression modes numbered 2, 5, 6, 8, and 9 in LOADEST provided low NSE. In addition, the regression model selected by LOADEST did not necessarily provide better suspended solid estimations than the other regression models did.

• 한국음향학회지
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• 제19권6호
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• pp.62-70
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• 2000

일반적으로 통계적 언어모델의 확률을 추정하는 방법은 대량의 텍스트 데이터로부터 출현빈도가 높은 단어를 선택하여 사용하고 있다. 하지만 특정 태스크에서 적용할 언어모델의 경우 시간적, 비용적 측면을 고려할 때 대용량의 텍스트의 사용은 비효율적일 것이다. 본 논문에서는 특정 태스크에서 사용하기 위해 소량의 텍스트 데이터로부터 효율적인 언어모델을 작성하는 방법을 제안한다. 즉, 언어모델을 작성할 때 출현빈도가 낮은 단어의 빈도를 개선하기 위해 같은 문장을 반복하여 학습에 참가시키므로 단어의 발생확률을 좀 더 강건하게 하였으며 제안된 언어모델을 이용하여 3명이 발성한 항공편 예약관련 200문장에 대하여 연속음성인식 실험을 수행하였다. 인식실험 결과, 반복학습에 의해 작성한 언어모델을 이용한 경우가 반복학습 적용 전에 비하여 평균 20.4%의 인식률 향상을 보였다. 또한 기존의 문맥자유문법을 이용한 시스템과 비교하여 인식률이 평균 13.4% 향상되어 제안한 방법이 시스템에 유효함을 확인하였다.

• Journal of Microbiology and Biotechnology
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• 제26권3호
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• pp.461-468
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• 2016

In recent years, various naturally occurring defence peptides such as plectasin have attracted considerable research interest because they could serve as alternatives to antibiotics. However, the production of plectasin from natural microorganisms is still not commercially feasible because of its low expression levels and weak stability. A tandemly arrayed plectasin gene (1,002 bp) from Pseudoplectania nigrella was generated using the isoschizomer construction method, and was inserted into the pPICZαA vector and expressed in Pichia pastoris. The selected P. pastoris strain yielded 143 μg/ml recombinant plectasin (Ple) under the control of the methanol-inducible alcohol oxidase 1 (AOX1) promoter. Ple was estimated by SDS-PAGE to be 41 kDa. In vitro studies have shown that Ple efficiently inhibited the growth of several gram-positive bacteria such as Streptococcus suis and Staphylococcus aureus. S. suis is the most sensitive bacterial species to Ple, with a minimum inhibitory concentration (MIC) of 4 μg/ml. Importantly, Ple exhibited resistance to pepsin but it was quite sensitive to trypsin and maintained antimicrobial activity over a wide pH range (pH 2.0 to 10.0). P. pastoris offers an attractive system for the cost-effective production of Ple. The antimicrobial activity of Ple suggested that it could be a potential alternative to antibiotics against S. suis and S. aureus infections.

• 대한전기학회:학술대회논문집
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• 대한전기학회 2002년도 하계학술대회 논문집 A
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• pp.253-255
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• 2002

The necessity of compact high temperature super conducting cables is more keenly felt in densely populated metropolitan areas. As the compact high temperature superconducting cables that can be installed in ducts and tunnels can reduce construction cost and make the use of underground space more effective, the effect of introducing it to power system will be huge. For this study, Seoul, Korea is selected as a review model, the loads are estimated by scenario based on a survey and analysis of 345kV and 154kV power supply networks in this area. Based on this, the following items on urban transmission system are examined. (1) A method of constructing a model system to introduce high temperature superconducting cables to metropolitan areas is presented. (2) A case study through the analysis of power demand is conducted, and the amount of high temperature superconducting cable to be introduced by scenario is examined. (3) The economy involved in expanding existing cables and introducing high temperature superconducting cables(ducts or tunnels) following load increase in urban areas is examined and compared. (4) The maximum external diameter of HTS cable to accommodate exiting ducts based on the design standards for current cable ducts is calculated. (5) The voltage level that can be accommodated by existing ducts is examined.

• 한국디지털건축인테리어학회논문집
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• 제9권2호
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• pp.57-65
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• 2009

Housing Re-Development business is to improve the environment of old residential area and secure insufficient infrastructure facilities for the public, and to provide housing of fine quality for the individuals and it is taken as an opportunity for the individuals to be able to increase their property. However, it is true that the benefits from the redevelopment has not offered to the original dwellers who has lived there for a long time. This research studies the related systems of the Rental House Redevelopment Supply Service and is to present the schema to raise resettlement rate through the investment on the rate of tenants who chose the rental house and their specific characters. This study is to present the reform measures about the following 3 problems, on the basis of prior theoretical studies which deals with the common factors having low rate to move in the rental house of the tenants. (1) Physical side, the problem of supply structure, which is not appropriate Housing Supply Structure, (2) Psychological side, the problem of socially excluded rental house residents (3) Economical side, low re-settlement rate of tenants caused from the unreasonableness of the estimated rental value. This study presents that the compulsory rental housing supply rate should be changed to the gross area not from the number of households, and the supply of rental houses should correspond to the household size of tenants through prior demand survey. Secondly, it proposes the housing complex layout for intermixing to solve the social problems to allow a housing for sale and rental houses mixing in a building. And it proposes that the rental value should be calculated considering the neighboring value and in the long run, it should be calculated considering the tenants' income instead construction cost estimate. Also, it should be arranged to provide an opportunity to create income through resident welfare center improvement and provide self-sufficiency functions leading residents to participate in the residential area's repairing and maintenances.

• 대한토목학회논문집
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• 제33권4호
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• pp.1651-1664
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• 2013

도로포장의 파손과정에는 다양하고 복합적인 원인에서 비롯되는 불확실성이 포함되어 있어 정확한 해석이 쉽지 않다. 이로 인해 최근에는 결정론적 모형보다는 확률이론이 보다 많이 활용되고 있으나, 파손의 전체적 특성만을 설명하는 일반적인 분석방안으로는 포장파손특성의 변화과정에 대해 구체적인 정보를 제공하기 어렵다. 이에 본 연구에서는 포장파손과정을 상태와 시간기준으로 분해함으로써 지역적으로 이질성을 띄는 포장파손속도와 그 분산에 대해 구체적으로 파악하고자 하였다. 또한, 분해된 확률과정을 다시 조합하는 과정을 통해 포장의 기대수명과 불확실성을 예측해 보았다. 실증분석을 위해 일반국도포장관리시스템에서 2003년부터 2010년까지 수집된 균열률 자료를 활용하였다. 이러한 시도들은 자산관리의 주요기법 중 하나인 생애주기비용분석의 신뢰성을 높일 수 있으며, 파손속도의 변화과정에 대한 이해가 필수적인 예방적 유지보수전략에 관한 기반연구로써도 중요한 의의가 있다.

• Journal of Power Electronics
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• 제6권1호
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• pp.38-44
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• 2006

In this paper, a speed sensorless control for an ultrasonic motor (USM) using a neural network (NN) is presented. In the proposed method, rotor speed is estimated by a three-layer NN which adapts nonlinearities associated with load torque and motor temperature into control. The intrinsic properties of a USM, such as high torque for low speeds, high static torque, compact size, etc., offer great advantages for industrial applications. However, the speed property of a USM has strong nonlinear properties associated with motor temperature and load torque, which make accurate speed control difficult. These properties are considered in designing a control method through the application of mathematical models. In these strategies, a detailed speed model of the USM is required which makes actual applications impractical. In the proposed method, a three-layer NN estimates the speed of the USM from the drive frequency, the root mean square value of input voltage and the surface temperature of the USM, where no mechanical speed sensor is needed. The NN speed based estimator enables inclusion of variations in driving conditions due to input signals of the NN involved during the driving state of the USM. The disuse of sensors offers many advantages on both the cost and maintenance front. Moreover, the model free sensorless control method offers practical controller construction within a small number of parameters. To validate the proposed speed sensorless control method for a USM, experiments have been executed under several conditions.

• 전력전자학회논문지
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• 제13권1호
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• pp.33-40
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• 2008

본 논문은 단상 스위치드 릴럭턴스 모터의 역기전력 분석을 통해 회전자 위치를 추정하여 구동하는 센서리스 구동법을 제안한다. SRM은 회전자 위치에 따라 적정 고정자 권선을 여과시킴으로써 회전력을 발생하기 때문에 회전자 위치 정보가 필수적으로 요구된다. 회전자의 위치를 검출하기 위하여 다양한 회전자 위치센서를 사용하고 있으나 대부분의 위치 센서들은 모터의 부피와 구축비용을 증가시킬 뿐만 아니라 환경에 따라 구동시스템의 신뢰도를 저하시키는 경향이 있다. 따라서 본 논문에서는 이러한 문제들을 해결하기 위해 역기전력을 이용한 방법을 제안한다. 회전자와 고정자가 겹쳐지는 순간(overlap point) 역기전력이 급격하게 변화하게 되는 지점을 검출하여 회전자의 위치를 추정할 수 있으며, 속도 계산을 통해 적절한 위치에서 스위치를 온, 오프하여 SRM을 구동하게 된다. 본 연구에서 제안한 방식을 시뮬레이션과 실험을 통해 그 타당성을 검증하였다.

• 한국산학기술학회논문지
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• 제16권5호
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• pp.3587-3595
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• 2015

본 연구에서는 저비용의 저심도 도시철도시스템을 구축하기 위하여 산업부산물인 고로슬래그 미분말, 플라이애시 및 급냉 전기로 산화슬래그를 사용하여 개발된 저탄소 친환경 PC 박스용 콘크리트의 역학적 성능 및 내구성을 평가 하였다. 역학적 특성을 평가한 결과, 재령 1일 압축강도는 모든 조건에서 설계기준강도($f_{ck}$) 35MPa의 90% 이상 강도 발현 하는 것으로 나타나 공기단축 가능으로 건설비용을 절감할 수 있을 것으로 판단된다. 또한, 소요의 물성 및 설계기준강도($f_{ck}$) 35MPa를 만족하는 범위에서 시멘트 단독 사용 조건보다 염소이온침투성 및 확산계수가 낮게 나타나 내염성능이 우수한 것으로 나타났으며, 동결융해 저항성 및 화학저항성의 경우에도 내구성능이 우수한 것으로 나타났다. 따라서 저탄소 친환경 PC 박스용 콘크리트를 사용할 경우, 시멘트 제조 시 발생되는 이산화탄소 및 환경부하를 저감할 수 있을 것으로 기대된다.

• Smart Structures and Systems
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• 제6권5_6호
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• pp.595-618
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• 2010

This paper describes the application of a wireless sensor network to a 31 meter-tall medieval tower located in the city of Trento, Italy. The effort is motivated by preservation of the integrity of a set of frescoes decorating the room on the second floor, representing one of most important International Gothic artworks in Europe. The specific application demanded development of customized hardware and software. The wireless module selected as the core platform allows reliable wireless communication at low cost with a long service life. Sensors include accelerometers, deformation gauges, and thermometers. A multi-hop data collection protocol was applied in the software to improve the system's flexibility and scalability. The system has been operating since September 2008, and in recent months the data loss ratio was estimated as less than 0.01%. The data acquired so far are in agreement with the prediction resulting a priori from the 3-dimensional FEM. Based on these data a Bayesian updating procedure is employed to real-time estimate the probability of abnormal condition states. This first period of operation demonstrated the stability and reliability of the system, and its ability to recognize any possible occurrence of abnormal conditions that could jeopardize the integrity of the frescos.