• 제목/요약/키워드: Inverse Power Model

검색결과 138건 처리시간 0.026초

퍼지-유전자 알고리즘을 이용한 결측 강우량의 보정 (Filling of Incomplete Rainfall Data Using Fuzzy-Genetic Algorithm)

  • 김도진;장대원;서병하;김형수
    • 한국습지학회지
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    • 제7권4호
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    • pp.97-107
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    • 2005
  • 분포형 모형이 개발되어 지면서 이러한 유역의 공간적인 특성을 고려한 정확한 강우 자료와 조밀한 계측망의 요구는 더욱 커지고 있다. 그러나 현실적으로 조밀한 계측망에 의해 측정된 정확한 강우 자료를 얻기는 쉽지 않다. 일반적으로 강우관측소가 적정 밀도를 가지고 유역을 대표 하도록 설치되어 있으나 부족한 실정이고, 설치되어 있더라도 강우의 시 공간적 변동성을 반영하기가 쉽지 않다. 또한 여러 가지 이유로 결측이 되는 경우도 있다. 강우는 측정된 점 관측 자료를 이용해 유역의 평균 강우분포를 추정하게 된다. 따라서 결측 강우자료는 시간의 연속성 측면에서 그 보정이 반드시 필요하며 보정 후 강우자료의 공간적 분포를 산정할 수 있을 것이다. 본 연구에서는 결측 강우량의 보정을 위하여 퍼지-유전자 알고리즘을 이용하였는데 이 방법을 기존의 방법 즉, 산술평균법, 역거리법, 년정상강우량법, 거리-고도비율법과 비교하였다. 보정결과 기존의 방법은 실측의 70~80%의 정확도를 보였으나 퍼지-유전자 알고리즘은 90%정도의 정확도를 보였다. 특히, 민감도 분석 결과를 바탕으로 수평거리와 고도차에 대한 적정 차수를 제안하였다.

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폴리에틸렌옥사이드 수용액의 동적 점탄성 (Dynamic Viscoelastic Properties of Aqueous Poly(Ethylene Oxide) Solutions)

  • 송기원;배준웅;장갑식;노동현;박영훈;이치호
    • Journal of Pharmaceutical Investigation
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    • 제29권4호
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    • pp.295-307
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    • 1999
  • Using a Rheometries Fluids Spectrometer (RFS II), the dynamic viscoelastic properties of aqueous poly(ethylene oxide) (PEO) solutions in small amplitude oscillatory shear flow fields have been measured over a wide range of angular frequencies. The angular frequency dependence of the storage and loss moduli at various molecular weights and concentrations was reported in detail, and the result was interpreted using the concept of a Deborah number De. In addition, the experimentally determined critical angular frequency at which the storage and loss moduli become equivalent was compared with the calculated characteristic time (or its inverse value), and their physical significance in analyzing the dynamic viscoelastic behavior was discussed. Finally, the relationship between steady shear flow and dynamic viscoelstic properties was examined by evaluating the applicability of some proposed models that describe the correlations between steady flow viscosity and dynamic viscosity, dynamic fluidity, and complex viscosity. Main results obtained from this study can be summarized as follows: (1) At lower angular frequencies where De<1, the loss modulus is larger than the storage modulus. However, such a relation between the two moduli is reversed at higher angular frequencies where De>l, indicating that the elastic behavior becomes dominant to the viscous behavior at frequency range higher than a critical angular frequency. (2) A critical angular frequency is decreased as an increase in concentration and/or molecular weight. Both the viscous and elastic properties show a stronger dependence on the molecular weight than on the concentration. (3) A characteristic time is increased with increasing concentration and/or molecular weight. The power-law relationship holds between the inverse value of a characteristic time and a critical angular frequency. (4) Among the previously proposed models, the Cox-Merz rule implying the equivalence between the steady flow viscosity and the magnitude of the complex viscosity has the best validity. The Osaki relation can be regarded to some extent as a suitable model. However, the DeWitt, Pao and HusebyBlyler models are not applicable to describe the correlations between steady shear flow and dynamic viscoelastic properties.

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폴리에틸렌옥사이드 수용액의 정상유동 특성 (Steady Shear Flow Properties of Aqueous Poly(Ethylene Oxide) Solutions)

  • 송기원;김태훈;장갑식;안승국;이장우;이치호
    • Journal of Pharmaceutical Investigation
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    • 제29권3호
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    • pp.193-203
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    • 1999
  • In order to investigate systematically the steady shear flow properties of aqueous po1y(ethylene oxide) (PEO) solutions having various molecular weights and concentrations, the steady flow viscosity has been measured with a Rheometrics Fluids Spectrometer (RFS II) over a wide range of shear rates. The effects of shear rate, concentration, and molecular weight on the steady shear flow properties were reported in detail from the experimentally measured data, and then the results were interpreted using the concept of a material characteristic time. In addition, some flow models describing the non-Newtonian behavior (shear-thinning characteristics) of polymeric liquids were employed to make a quantitative evaluation of the steady flow behavior, and the applicability of these models was examined by calculating the various material parameters. Main results obtained from this study can be summarized as follows: (1) At low shear rates, aqueous PEO solutions show a Newtonian viscous behavior which is independent of shear rate. At shear rate region higher than a critical shear rate, however, they exhibit a shear-thinning behavior, demonstrating a decrease in steady flow viscosity with increasing shear rate. (2) As an increase in concentration and/or molecular weight, the zero-shear viscosity is increased while the Newtonian viscous region becomes narrower. Moreover, the critical shear rate at which the transition from the Newtonian to shear-thinning behavior occurs is decreased, and the shear-thinning nature becomes more remarkable. (3) Aqueous PEO solutions show a Newtonian viscous behavior at shear rate range lower than the inverse value of a characteristic time $1/{\lambda}_E$, while they exhibit a shear-thinning behavior at shear rate range higher than $1/{\lambda}_E$. For aqueous PEO solutions having a broad molecular weight distribution, the inverse value of a characteristic time is not quantitatively equivalent to the critical shear rate, but the power-law relationship holds between the two quantities. (4) The Cross, Carreau, and Carreau-Yasuda models are all applicable to describe the steady flow behavior of aqueous PEO solutions. Among these models, the Carreau-Yasuda model has the best validity.

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DEVELOPMENT OF AN AMPHIBIOUS ROBOT FOR VISUAL INSPECTION OF APR1400 NPP IRWST STRAINER ASSEMBLY

  • Jang, You Hyun;Kim, Jong Seog
    • Nuclear Engineering and Technology
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    • 제46권3호
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    • pp.439-446
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    • 2014
  • An amphibious inspection robot system (hereafter AIROS) is being developed to visually inspect the in-containment refueling storage water tank (hereafter IRWST) strainer in APR1400 instead of a human diver. Four IRWST strainers are located in the IRWST, which is filled with boric acid water. Each strainer has 108 sub-assembly strainer fin modules that should be inspected with the VT-3 method according to Reg. guide 1.82 and the operation manual. AIROS has 6 thrusters for submarine voyage and 4 legs for walking on the top of the strainer. An inverse kinematic algorithm was implemented in the robot controller for exact walking on the top of the IRWST strainer. The IRWST strainer has several top cross braces that are extruded on the top of the strainer, which can be obstacles of walking on the strainer, to maintain the frame of the strainer. Therefore, a robot leg should arrive at the position beside the top cross brace. For this reason, we used an image processing technique to find the top cross brace in the sole camera image. The sole camera image is processed to find the existence of the top cross brace using the cross edge detection algorithm in real time. A 5-DOF robot arm that has multiple camera modules for simultaneous inspection of both sides can penetrate narrow gaps. For intuitive presentation of inspection results and for management of inspection data, inspection images are stored in the control PC with camera angles and positions to synthesize and merge the images. The synthesized images are then mapped in a 3D CAD model of the IRWST strainer with the location information. An IRWST strainer mock-up was fabricated to teach the robot arm scanning and gaiting. It is important to arrive at the designated position for inserting the robot arm into all of the gaps. Exact position control without anchor under the water is not easy. Therefore, we designed the multi leg robot for the role of anchoring and positioning. Quadruped robot design of installing sole cameras was a new approach for the exact and stable position control on the IRWST strainer, unlike a traditional robot for underwater facility inspection. The developed robot will be practically used to enhance the efficiency and reliability of the inspection of nuclear power plant components.

산업용 청소기 모터의 가속수명시험 (Accelerated Life Test of Industrial Cleaner Motor)

  • 엄학용;이기천;장무성;박종원;이용범
    • 한국신뢰성학회지:신뢰성응용연구
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    • 제18권3호
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    • pp.193-200
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    • 2018
  • Purpose: In this study, the life of the motor is investigated by performing the accelerated life test with the brush wear of the industrial cleaner motor as the main failure mode. Methods: The accelerating stress factor of the accelerated life test is a voltage, which can increase the number of revolutions of the motor to accelerate the brush wear due to the friction between the brush and the commutator. Also, the accelerating stress level was determined after determining the maximum allowable level of the voltage through the preliminary test. Results: The motor failure time at each accelerating stress level was predicted by regression analysis with brush wear length as performance degradation data. The main failure mode, which is brush wear, of the motor was reproduced by this test. The shape parameter of the Weibull distribution was confirmed to be the same statistically at all accelerating stress levels by the likelihood ratio test. Conclusion: The life of the motor was investigated by performing the accelerated life test with the brush wear of the industrial cleaner motor as the main failure mode. Through the accelerating test method of the cleaner motor, various life expectancy and life expectancy of the acceleration factor are predicted.

치과기공사의 조직몰입이 이직의도에 미치는 영향 (The effect of dental technician's organizational commitment on the turnover intention)

  • 권은자;최에스더;한민수
    • 대한치과기공학회지
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    • 제39권4호
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    • pp.285-294
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    • 2017
  • Purpose: This study was carried out in order to examine organizational commitment in dental technicians and turnover intention level according to it, and to analyze its effects. Methods: A self-reported questionnaire survey was carried out by having convenience sampling as 200 dental technicians. An analysis of the collected data was computationally processed by using SPSS Win 19.0 program. An analytical technique was made by using statistical techniques such as frequency & percentage, t-test, One-way ANOVA analysis. The following are the analytical results of the collected materials. Results: In consequence of analyzing organizational commitment level in research subjects, there was a significant difference in the items for age, task field, job position in charge, career in dental laboratory technology, and monthly income(p<.05). The average of the item for organizational commitment level stood at 3.29, thereby having been indicated to be high. As a result of analyzing turnover intention level in research subjects, there was a significant difference in the items for task field, job position in charge, career in dental laboratory technology, and monthly income(p<.05). The average of the item for turnover intention reached 3.04, thereby having appeared to be relatively high. As for a correlation between organizational commitment and turnover intention, all variables were shown to have inverse correlation at a significant level. In consequence of conducting regression analysis in order to analyze the influence of organizational commitment upon turnover intention, a factor of having the most impact on turnover intention appeared to be normative commitment. The test value of the model was statistically significant. The explanation power about this was indicated to be 26.9%. Conclusion : In the above findings, the dental technicians are considered to need to be immersed in work with a sense of mission in performing job in charge, to strive to possibly have an opportunity of achievement and self-growth, and to perform a research and development in a manpower management strategy such as turnover prevention.

N형 $Bi_2Te_{2.4}Se_{0.6}$ 박막의 열전 특성에 미치는 두께 및 열처리 효과 (Thickness and Annealing Effects on the Thermoelectric Properties of N-type $Bi_2Te_{2.4}Se_{0.6}$ Thin Films)

  • 김일호;장경욱
    • 한국진공학회지
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    • 제14권3호
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    • pp.153-158
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    • 2005
  • 순간 증착법으로 제조한 n형 $Bi_2Te_{2.4}Se_{0.6}$ 박막에 대하여 유효 평균 자유 행로 모델을 적용하여 박막의 두께가 열전 특성에 영향을 미치지 않는 임계 두께를 구하였다. 또한 열처리 전후 전자 농도 및 이동도의 변화를 조사하여 열처리에 의한 열전 특성의 변화를 역구조 결함과 관련하여 설명하였다. Seebeck 계수와 전기 비저항 모두 두레의 역수와 직선적인 관계를 보였으며, 이로부터 구한 평균 자유 행로는 $5120\AA$이었다. 열처리에 의해 전자의 이동도가 증가하였지만, 역구조 결함의 감소로 인해 운반자의 전자 농도가 현저히 감소하여, 결국 전기전도도가 감소하고 Seebeck 계수가 증가하였다 473k에서 1시간 동안 열처리한 Seebeck 계수와 전기전도도는 각각 $-200\;\mu V/k$$510\omega^{-1}cm^{-1}$이었다 또한, 열처리에 의해 열전 성능 인자가 상당히 향상되어 $20\times10^{-4}\;W/(mK^2)$를 나타내었다.

디지털 전송을 위한 페이딩 채널의 필터 모델링에 관한 연구 (A Study on the Filter Modeling of Fading Channel for Digital Transmission)

  • 임승각;김노환
    • 한국컴퓨터정보학회지
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    • 제2권1호
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    • pp.55-67
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    • 1995
  • 원거리 지점간의 정보 전송을 위한 통신 시스템은 반도체 기술과 컴퓨터 기술의 발전으로 아날로그에서 디지탈 방식으로 변환되어 기존의 음성에서 데이타, 동 영상등 비음성급 데이타의 고속 전송이 가능하게 되었다. 디지탈 방식으로 변환되므로써 잡음의 영향, 저가격화를 이룰 수 있는 반면 전송 대역폭이 넓어지는 문제점이 있다. 특히 무선 전송의 경우 전송 과정에서 발생하는 페이딩은 전송 대역폭에 비례하므로 고속, 광대역의 통신 시스템에서는 이의 영향이 커지므로 새로운 대책이 필요하다. 디지탈 통신 시스템을 설계하는 경우 송신 전력, 변/복조 방식, 전송 속도, 비트 오율 특성을 결정하기 위해서는 전송 과정에서 발생되는 현상등을 반드시 고려하여야 되는데 본 논문은 채널에서 일어나는 페이딩 영향을 컴퓨터 모델로 표현하기 위한 채널 시뮬레이터의 구성과 송신 신호와 수신 신호를 이용하여 무선 채널의 필터 모델링에 관한 것으로 모델링된 필터 특성의 역수를 취하므로써 채널에서 발생되는 찌그러짐과 부호간 간섭 현상을 감소하여 설계하고자 하는 통신 시스템의 성능을 개선할 수 있다.

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ESG투자를 통한 최적자산배분과 후생개선 요인분석에 관한 연구 (A Study on the Analysis of Optimal Asset Allocation and Welfare Improvemant Factors through ESG Investment)

  • 현상균;이정석;이준희
    • 품질경영학회지
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    • 제51권2호
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    • pp.171-184
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    • 2023
  • Purpose: First, this paper suggests an alternative approach to find optimal portfolio (stocks, bonds and ESG stocks) under the maximizing utility of investors. Second, we include ESG stocks in our optimal portfolio, and compare improvement of welfares in the case with and without ESG stocks in portfolio. Methods: Our main method of analysis follows Brennan et al(2002), designed under the continuous time framework. We assume that the dynamics of stock price follow the Geometric Brownian Motion (GBM) while the short rate have the Vasicek model. For the utility function of investors, we use the Power Utility Function, which commonly used in financial studies. The optimal portfolio and welfares are derived in the partial equilibrium. The parameters are estimated by using Kalman filter and ordinary least square method. Results: During the overall analysis period, the portfolio including ESG, did not show clear welfare improvement. In 2017, it has slightly exceeded this benchmark 1, showing the possibility of improvement, but the ESG stocks we selected have not strongly shown statistically significant welfare improvement results. This paper showed that the factors affecting optimal asset allocation and welfare improvement were different each other. We also found that the proportion of optimal asset allocation was affected by factors such as asset return, volatility, and inverse correlation between stocks and bonds, similar to traditional financial theory. Conclusion: The portfolio with ESG investment did not show significant results in welfare improvement is due to that 1) the KRX ESG Leaders 150 selected in our study is an index based on ESG integrated scores, which are designed to affect stability rather than profitability. And 2) Korea has a short history of ESG investment. During the limited analysis period, the performance of stock-related assets was inferior to bond assets at the time of the interest rate drop.

단순화 이선원 모델을 이용한 전자선 선량율 계산 알고리듬에 관한 예비적 연구 (A Feasibility study on the Simplified Two Source Model for Relative Electron Output Factor of Irregular Block Shape)

  • 고영은;이병용;조병철;안승도;김종훈;이상욱;최은경
    • 한국의학물리학회지:의학물리
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    • 제13권1호
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    • pp.21-26
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    • 2002
  • 블록을 사용한 부정형 전자선 조사면에서의 선량율(relative output factor, ROF)을 계산하는 전자선 알고리듬을 개발하고, 측정값과 계산값을 비교하여 알고리듬을 평가하였다. 전자선의 선량은 산란판, 전자선 cone 등 모든 요소를 고려한 1차선 부분과 블럭에 의한 2차선의 합으로 표시할 수 있다고 가정하였으며, 1차선은 가우스 분포를, 2차선은 거리역제곱 법칙만을 따른다고 가정하였다. 2차선 블럭 산란에 의한 각 분포는 고려하지 않았다. 이런 방법으로 전자선의 ROF를 유효 SSD, 1차선 분포 표준편차, 2차선 발생율 등 3가지의 인자만을 이용하여 선량율을 계산할 수 있는 단순한 방식을 고안하였다. 6, 9, 12, 16, 20 MeV의 전자선을 사용하여 이 모델을 검증하였다. 측정은 항상 개방 조사면의 선량 최대지점 깊이에서 실시하였으며 다양한 정사각형 치료면 측정으로 3개의 인자를 구할 수 있었다 직사각형 조사면과 부정형 조사면에 대하여 이 모델을 이용한 계산값과 측정값의 차이는 평균 1.0%이내였으며, 최대 2.1%를 넘지 않았다. 본 연구에서 개발한 알고리듬은 필요한 인자가 3개이면서 매 전자선 콘마다 5∼6회 측정으로 구할 수 있어서 임상 적용에 편리하며, 계산 결과가 정확하여 특이 오차를 보이는 유형에 관한 보완 연구를 수행하면 임상에 사용할 수 있음을 보였다.

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