• 한국물환경학회지
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• 제34권6호
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• pp.579-590
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• 2018

The lakes' metabolism bears important information for the assessment of the carbon budget due to the accumulation or loss of carbon in the lake as well as the dynamics of the food webs through primary production. A lake-scale metabolism is evaluated by Gross Primary Production (GPP), Ecosystem Respiration (R), and Net Ecosystem Production (NEP), which is the difference between the first two values. Methods for estimating GPP and R are based on the levels carbon and oxygen. Estimation of carbon is expensive because of the use of radioactive materials which requires a high degree of proficiency. The purpose of this study was to estimate Lake Daecheong ecosystem metabolism using high frequency water temperature data and DO measurement sensor, widely utilized in the field of water quality monitoring, and to evaluate the possibility of using the application method. High frequency data was collected at intervals of 10 minutes from September to December 2017 by installing a thermistor chain and a DO sensor in downstream of Daechung Dam. The data was then used to estimate GPP, R and NEP using the R public program LakeMetabolizer, and other metabolism models (mle, ols, kalman, bookkeep). Calculations of gas exchange coefficient methods (cole, crusius, heiskanen, macIntyre, read, soloviev, vachon) were compared. According to the result, Lake Daecheong has some deviation based on the application method, but it was generally estimated that the NEP value is negative and acts as a source of atmospheric carbon in a heterotrophic system. Although the high frequency sensor data used in this study had negative and positive GPP and R values during the physical mixing process, they can be used to monitor real-time metabolic changes in the ecosystem if these problems are solved.

• 국제지역연구
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• 제21권4호
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• pp.159-172
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• 2017

비관측요인(unobserved-component)모형을 이용한 GDP의 추세-순환요인 분해에서, 통상적으로 추세는 확률보행 과정을 갖는 것으로 가정된다. 본 연구는 추세를 ARIMA 과정으로 표현하는 경우, GDP 변동에서 갖는 추세요인의 의미가 어떻게 달라지는가를 살펴보고, GDP에 대한 예측력이 개선될 수 있는가의 여부를 미국의 데이터를 이용하여 실증적으로 분석하였다. 모형은 GDP만의 단일변수모형과 물가를 포함하는 2변수모형의 두 가지를 고려하여 설정하였으며, 모형 추정은 비관측요인모형을 상태-공간모형으로 전환한 후 칼만 필터(Kalman filter)를 이용한 최대우도추정법을 사용하였다. GDP에 대한 예측은 축차적 추정(recursive estimation)을 이용한 동적 표본외예측(dynamic out-of-sample) 방식을 사용하였으며, 예측력 비교결과에 대한 검정은 Diebold-Mariano 검정을 이용하였다. 분석 결과는 첫째, 모형의 추정결과에서 ARIMA 추세의 계수가 통계적으로 유의적인 값을 가지며, 둘째, ARIMA 추세 모형이 확률보행 추세 모형보다 GDP 변동의 분산 및 자기 상관성(autocorrelation)을 보다 잘 설명하며, 셋째, 예측력에서 단일변수보다는 2변수모형의 예측력이 그리고 확률보행 추세보다는 ARIMA 추세를 갖는 모형의 예측력이 통계적으로 유의하게 높은 것으로 나타났다. 이러한 결과들은 GDP 추세-순환 요인 분해에서 추세를 ARIMA 과정으로 표현하는 것이 보다 타당하다는 것을 시사하고 있다.

• 한국컴퓨터정보학회논문지
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• 제28권1호
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• pp.87-92
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• 2023

음성 인식 시스템의 지속적인 발전으로 음성에 대한 인식율은 급속도로 발전되었지만 사용 환경에서의 잡음과 여러 음성이 혼합되어 발생하는 잡음으로 정확한 음성을 인식할 수 없는 단점을 가진다. 환경 잡음이 있는 음성을 처리할 때 음성 인식률을 높이기 위해서는 잡음을 제거해야 하며, 기존의 HMM, CHMM, GMM, 그리고 AI 모델이 적용된 DNN에서도 예상치 못한 잡음이 발생하거나 기본적으로 디지털 신호에 양자화 잡음이 추가되면 소스 신호가 변경되거나 손상되어 인식률이 저하된다. 이를 해결하기 위해 각 음성 프레임에 대한 음성 신호의 특징을 효율적으로 추출하기 위해 MFCC를 개선하여 처리하였으며, 음성 신호에 대한 잡음을 제거하기 위해 가우시안 모델을 적용한 잡음 편차 추정을 이용한 잡음 제거 방법을 개선하여 적용하였다. 제안된 모델에 대한 성능 평가는 음성에 대한 정확성 평가를 위해 교차 상관 계수를 사용하여 처리하였으며, 제안하는 방법의 인식률을 평가한 결과 이들에 대한 상관 계수에 대한 평균값 차이는 0.53 dB 개선된 것을 확인하였다.

• Wind and Structures
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• 제36권4호
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• pp.221-236
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• 2023

The lateral component of turbulence and the vortices shed in the wake of a structure result in introducing dynamic wind load in the acrosswind direction and the resulting level of motion is typically larger than the corresponding alongwind motion for a dynamically sensitive structure. The underlying source mechanisms of the acrosswind load may be classified into motion-induced, buffeting, and Strouhal components. This study proposes a frequency domain framework to decompose the overall load into these components based on output-only measurements from wind tunnel experiments or full-scale measurements. First, the total acrosswind load is identified based on measured acceleration response by solving the inverse problem using the Kalman filter technique. The decomposition of the combined load is then performed by modeling each load component in terms of a Bayesian filtering scheme. More specifically, the decomposition and the estimation of the model parameters are accomplished using the unscented Kalman filter in the frequency domain. An aeroelastic wind tunnel experiment involving a tall circular cylinder was carried out for the validation of the proposed framework. The contribution of each load component to the acrosswind response is assessed by re-analyzing the system with the decomposed components. Through comparison of the measured and the re-analyzed response, it is demonstrated that the proposed framework effectively decomposes the total acrosswind load into components and sheds light on the overall underlying mechanism of the acrosswind load and attendant structural response. The delineation of these load components and their subsequent modeling and control may become increasingly important as tall slender buildings of the prismatic cross-section that are highly sensitive to the acrosswind load effects are increasingly being built in major metropolises.

• 한국산업융합학회 논문집
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• 제26권5호
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• pp.915-923
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• 2023

As environmental regulations on carbon emissions are strengthened worldwide, the existing internal combustion engine-centered automobile industry is being reformed. In particular, large buses and large cargo trucks are pointed out as one of the main causes of environmental destruction due to excessive carbon emissions. The E-Highway power collection system, which has recently been proposed as a solution, uses the vehicle's battery as a backup power source or regenerative braking, depending on whether the pan head of the pentograph installed in the vehicle is in contact with the overhead line. It is used to store the excess energy generated. However, wear through contact due to continuous contact reduces the current collection effect and causes failure. In this paper, by using the current difference, the horizontal position information of the panhead in contact with the overhead line is acquired, thereby reducing the abrasion of the conductor and the panhead Make it possible to follow the overhead line. The position estimation method proposed in this paper simply configures a device that can detect the position of the overhead line of the pantograph by the difference in resistance. It is economical and has the advantage of reducing the volume. The characteristics of the pantograph estimating the location of overhead lines were analyzed using the difference between the two currents of the current collector, the feasibility of the positioning estimation system was verified through simulations and experiments.

• Journal of Electrical Engineering and Technology
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• 제1권3호
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• pp.359-365
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• 2006

Since the start of the KSTAR (Korea Superconducting Tokamak Advanced Research) project, Instrumentation and Control (I&C) of the Neutral Beam Test Facility (NB-TF) has been striving to answer diverse requests arising from various facets during the project's development and construction phases. Hard-wired electrical circuits have been designed, tested, fabricated, and finally installed to the relevant parts of the system. In relation to the vacuum system I&C, controlling functions for the rotary pumps, a Roots pump, two turbomolecular pumps, and four cryosorption pumps have been constructed. I&C for the ion source operation are the temperature and flow rate signal monitoring, Langmuir probe signal measurements, gradient grid current measurements, and arc detector circuit. For the huge power system to be monitored or safely operated, many temperature measurement functions have also been implemented for the beam line components like the neutralizer, bending magnet, ion dump, and calorimeter. Nearly all of the control and probe signals between the NB test stand and the control room were made to be transmitted through the optical cables. Failures of coolant flow or beam line vacuum pressure were made to be safely blocked from influencing the system by an appropriate interlock circuit that will shut down the extraction voltage application to the system or prevent damages to the vacuum components. Preliminary estimation of the beam power through the calorimetric measurement shows that 87.9% of the total power of the 60kV/18A beam with 200 seconds duration is absorbed by the calorimeter surface. Most of these I&C results would be highly appropriate for the construction of the main NBI facility for the KSTAR national fusion research project.

• 자원환경지질
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• 제46권4호
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• pp.359-373
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• 2013

셰일은 입자의 크기가 매우 작은 쇄설성 퇴적물이 고화되어 형성된 퇴적암으로 암석화되는 과정에서 유기물을 잘 보전하는 특성을 가지고 있어 전통적으로 석유나 가스의 탐사 및 개발에서 탄화수소를 생성하는 근원암의 역할을 하였다. 또한 셰일층은 매우 낮은 투과율 때문에 불투과층으로 인식되어 트랩을 형성하는 덮개암의 역할을 하는 것으로 알려져 있다. 하지만 최근 수평채굴과 수압파쇄 등 시추 기술의 획기적인 발달로 북미를 중심으로 셰일층 내에서 막대한 양의 가스를 발견하고 상업적으로 생산함에 따라 셰일을 석유나 가스를 생산하는 지층뿐만이 아니라 탄화수소를 저장하는 저류층으로 새롭게 인식하게 되었다. 셰일층의 지화학 평가 기술은 셰일 내에 함유된 유기물의 특성을 지화학 분석을 통해 파악하여 유기물의 석유 및 가스 생성 능력을 평가하는 기술인데 최근에는 셰일층내에 생성된 가스가 저장되어 있는 셰일 가스층을 평가하고 탐사하는 데에 적용되고 있다. 셰일 가스층을 정확하게 평가하기 위해서는 탄화수소의 생성과 집적 그리고 매장량 예측에 영향을 미치는 지화학적인 과정과 특성을 정확히 이해하는 것이 매우 중요하다. 본 논문에서는 셰일층 내에서 탄화수소 생성 메카니즘을 살펴보고 셰일층 평가 및 특성화에 활용되는 지화학 분석 기술을 고찰하였다.

• 한국대기환경학회지
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• 제20권5호
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• pp.685-695
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• 2004

Size-segregated measurements of aerosol composition are used to estimate the transport of natural and anthropogenic aerosols at Gosan site during May 2002. The results of measurement show that not only soil dust but also anthropogenic aerosols, including sulfur and enriched trace metals such as Pb, Zn, Cu, are transported to Gosan. This study combines the size- and time-resolved aerosol composition measurements with factor analysis in order to identify some source materials. As a result, coarse particles (2.5${\mu}m$~12${\mu}m$) are influenced by soil, sea-salt, coal, coal combustion, and nonferrous sources. But fine particles have different sources. The fine particles, which the diameter is from 0.56${\mu}m$ to 2.5${\mu}m$, are more affected by road dust, oil combustion, industry. municipal incineration, and ferrous metal sources. The very fine particles, from 0.09${\mu}m$ to 0.56${\mu}m$, mainly supplied by biomass burning, oil combustion, nonferrous and ferrous metal sources.

• 인터넷정보학회논문지
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• 제11권6호
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• pp.21-29
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• 2010

본 논문에서 다수의 사용자 중에서 현재 발성하고 있는 화자를 검출하는 스테레오 시청각 기반의 화자 검출 시스템을 제안한다. 제안한 시스템은 두 개의 마이크를 이용한 음원 위치추정, 스테레오 카메라를 이용한 영상정합 및 발화자 후보 위치 추정, 그리고 모바일 기반의 화자 검출 정보 획득으로 구성되어 있다. 스테레오 카메라로부터 획득한 화자의 영상정보를 바탕으로 Adaboost 알고리즘과 Haar-like 특징을 이용하여 발화자 후보들의 얼굴을 검출하고 이를 기반으로 삼각측량법을 이용하여 발화자 후보들의 위치를 추정한다. 그리고 2개의 마이크로부터 획득한 화자의 음성정보를 바탕으로 CPSP(Cross Power Spectrum Phase)기반의 TDOA(Time Differnce of Arrival)추정을 통해 음원의 방향을 추정한다. 최종적으로 스테레오 카메라를 통해 측정된 정보와 마이크를 통해 얻은 정보를 비교 분석하여 현재 발화자를 검출한다. 검출된 화자 정보에 대한 보다 차별화 된 서비스 제공을 위해 TCP 서버/클라이언트 구조 기반의 모바일 화자 검출 정보 획득 시스템을 구현하고 평가하였다.

• 한국대기환경학회지
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• 제22권3호
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• pp.287-295
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• 2006

PAHs (Polycyclic Aromatic Hydrocarbons), one of the carcinogenic materials in environment, were investigated in this study. The standardized analysis conditions were tested, and then various factors which affect to the ambient PAHs concentration in Seoul were estimated. Moreover, the emissions of PAHs from major stationary sources were investigated to determine the quantitative relationships between ambient PAHs concentrations and emission sources. From the factor analysis, three factors relevant to the ambient PAHs in Seoul were found. Factor 1 was related to the concentrations of chrysene, pyrene, indeno (1, 2, 3-cd)pyrene, benzo[b]fluoranthene, benzo[k]fluoranthene, and benzo prerylene which were mainly emitted from gasoline and diesel fueled cars. Factor 2 showed higher loadings in phenanthrene and anthracene which were due to LNG and BC oil combustion in industry and home. And factor 3 included dibenz(a, h)anthracene and acenaphthene which were emitted from open burning and municipal solid waste incineration. Conclusively, all of three factors were consisted in 82% of total variance. The contribution of mobile sources in ambient air in Seoul was estimated at 64%, that of industrial and home sources at 17%, and that of open burning and municipal incineration at 1%.