• Journal of Power Electronics
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• 제3권4호
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• pp.205-214
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• 2003

This paper proposes a simple control strategy based on the discontinuous PWM (DPWM) to balance the DC-link voltage of three-level neutral-point-clamped (NPC) inverter at low modulation index. It introduces new DPWM methods in multi-level inverter and one of them is used for balancing the DC-link voltage. The current flowing in the neutral point of the DC-link causes the fluctuation of the DC-link voltage of the NPC inverter. The proposed DPWM method changes the path and duration time of the neutral point current, which makes the overall fluctuation of the DC-link voltage zero during a sampling time of the reference voltage vector. Therefore, by using the proposed strategy, the voltage of the DC-link can be balanced fairly well and the voltage ripple of the DC-link is also reduced significantly. Moreover, comparing with conventional methods which have to perform the complicated calculation, the proposed strategy is very simple. The validity of the proposed DPWM method is verified by the experiment.

• 대한수학교육학회지:수학교육학연구
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• 제15권2호
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• pp.177-196
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• 2005

현재 학교 수학에서 통계는 표본 평균의 분포에 주목하여 표본과 모집단의 관계를 분석하는 높은 수준의 내용을 다루고 있다. 그러나 통계적 사고의 출발점이자 통계학에서 주요 연구 대상인 표본은 다소 소홀히 다루고 있다. 이 연구에서는 표본 개념의 교육적 의의를 살펴보고 초등학교 5학년부터 고둥학교 2학년까지 학생들을 대상으로 표본에 대한 그들의 인식을 조사하였다. 조사 결과, 학생들이 비형식적인 표본 개념을 지니고 있음을 확인하였다. 특히, 표본이 대표성을 지녀야 하고, 모집단과 표본 사이의 관계를 고려하기 위해 비례추론을 사용하는 것에 관련하여 높은 인식 수준을 나타내었다 또한 이런 능력들은 학년이 올라가면서 자발적으로 향상되는 것으로 파악되었다. 그러나 표본 조사 자체를 전수 조사에 비해 신뢰하지 않으며, 표본의 편의성과 관련하여서는 매우 낮은 인식 수준을 나타내었다 이것은 그 동안 표본 개념이 학교수학에서 소극적으로 다루어져 온 결과로 보인다. 그러므로 표본 개념의 교수학적 변환 방안에 대한 적극적인 연구가 필요함을 제기하였다.

• Advances in aircraft and spacecraft science
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• 제6권6호
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• pp.529-550
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• 2019

The effect of multiple process parameters on a set of continuous response variables is, especially in experimental designs, difficult and intricate to determine. Due to the complexity in aeroacoustic and vibroacoustic studies, the often-performed simple one-factor-at-a-time method turns out to be the least effective approach. In contrast, the statistical Design of Experiments is a technique used with the objective to maximize the obtained information while keeping the experimental effort at a minimum. The presented work aims at giving insights on Design of Experiments applied to aeroacoustic and vibroacoustic problems while comparing different experimental designs and approximation models. For this purpose, an experimental rig of a ducted low-pressure fan is developed that allows gathering data of both, aerodynamic and aeroacoustic nature while analysing three independent process parameters. The experimental designs used to sample the design space are a Central Composite design and a Box-Behnken design, both used to model a response surface regression, and Latin Hypercube sampling to model an Artificial Neural network. The results indicate that Latin Hypercube sampling extracts information that is more diverse and, in combination with an Artificial Neural network, outperforms the quadratic response surface regressions. It is shown that the Latin Hypercube sampling, initially developed for computer-aided experiments, can also be used as an experimental design. To further increase the benefit of the presented approach, spectral information of every experimental test point is extracted and Artificial Neural networks are chosen for modelling the spectral information since they show to be the most universal approximators.

• International Journal of Fluid Machinery and Systems
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• 제10권3호
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• pp.240-253
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• 2017

Latin hypercube sampling is widely used design-of-experiment technique to select design points for simulation which are then used to construct a surrogate model. The exploration/exploitation properties of surrogate models depend on the size and distribution of design points in the chosen design space. The present study aimed at evaluating the performance characteristics of various surrogate models depending on the Latin hypercube sampling (LHS) procedure (sample size and spatial distribution) for a diverse set of optimization problems. The analysis was carried out for two types of problems: (1) thermal-fluid design problems (optimizations of convergent-divergent micromixer coupled with pulsatile flow and boot-shaped ribs), and (2) analytical test functions (six-hump camel back, Branin-Hoo, Hartman 3, and Hartman 6 functions). The three surrogate models, namely, response surface approximation, Kriging, and radial basis neural networks were tested. The important findings are illustrated using Box-plots. The surrogate models were analyzed in terms of global exploration (accuracy over the domain space) and local exploitation (ease of finding the global optimum point). Radial basis neural networks showed the best overall performance in global exploration characteristics as well as tendency to find the approximate optimal solution for the majority of tested problems. To build a surrogate model, it is recommended to use an initial sample size equal to 15 times the number of design variables. The study will provide useful guidelines on the effect of initial sample size and distribution on surrogate construction and subsequent optimization using LHS sampling plan.

• 한국전자파학회논문지
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• 제26권1호
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• pp.88-93
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• 2015

대규모 물체의 RCS(Radar Cross Section)값을 임의의 각도에서 예측하기 위해, 미리 계산된 샘플링 지점 외 각도에서는 보간법을 사용한다. 대규모 물체의 경우, RCS 데이터베이스를 구성하기 위해 많은 입사각도에서 RCS값을 계산해야 한다. 이는 수치적으로 시간이 많이 걸려, 실질적으로 필요한 모든 입사각에서 RCS값을 미리 계산하기는 어렵다. 그러므로 가능한 적은 샘플을 이용하여 데이터베이스를 구축하고, 이를 보간하여 RCS값을 예측하는 방법이 필요하다. 본 논문에서는 계산된 RCS를 임의의 각도에서 예측하기 위한 보간법으로 Sinc 함수 및 VSH(Vector Spherical Harmonics) 함수를 이용한 방법을 고려하고, 그 정확성을 시뮬레이션을 통하여 검증한다.

• 한국습지학회지
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• 제21권2호
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• pp.140-146
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• 2019

비점오염원 관리를 위해 정책의 변환이 필요한 부분으로는 비점오염원관리는 국토의 이용 및 개발이 시작되는 시점부터 체계적으로 이루어지도록 제도의 패러다임이 전환되어야 한다. 비점관리지역의 국고지원 방식 및 운영방안을 전환하여 최저지원율은 보장해 주고 그 이상은 지자체의 비점오염저감사업의 추진현황과 성과등을 평가하여 추가로 지원해 줄 수 있는 방식으로의 전환을 통해 사업효과를 극대화할 필요가 있다. 신규 제도가 마련되어야 할 부분으로는 비점오염저감사업의 추진성과를 평가하고 운영효과를 모니터링 할 수 있도록 평가체계가 마련되어야 한다. 지자체가 비점오염원저감사업을 충실히 수행하여 계획된 성과를 달성하고 지속적인 유지관리가 될 수 있도록 지자체의 책임행정을 유도할 수 있는 관련 근거 규정이 필요시 된다. 대안마련이 필요한 요소로는 자동채수 분석에서 $100{\mu}m$ 필터의 사용에 따른 문제점, 강우시 채수 및 분석의 적시성 확보, 효율적인 비점측정망 운영관리 방안을 들 수 있다. 대안으로는 채수 분석장비의 성능개선, 권역별 비점오염물질측정망 모니터링통합센터 운영 등을 검토해볼 필요가 있다. 또한 국고보조사업으로 추진된 비점오염저감시설로 인한 오염물질의 삭감량을 수질오염총량제의 개발부하량으로 사용할 수 있도록 요구할 경우 삭감량에 따라 비점오염저감시설의 유지관리 비용 일부를 인센티브형식으로 지원하는 방안을 고려해 볼 수 있다.

• 한국환경과학회지
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• 제5권4호
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• pp.481-494
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• 1996

This study was performed to investigate the relationship between concentrations of heavy metals in sediment and the depths of 27 sampling sites along the West Nakdong river in downstream of Nakdong River. The deepest site was Kangdong bridge nearby 20ft. From here, the depth was shallowed to Chidong gradually. In each site the smaller mesh was, the liger concentration of heavy metal becomed. Concentration of Zn, Cd, Cr and Cu at inflow point of Shinoe stream was 576.016 ppm, 262.307 ppm, 68.674 ppm and 61.634 ppm, respectively, the concentration was the higest at this point. From here, it was lowered gradually. The concentration of heavy metal at inflow point of Joman river was 155.328 ppm, 56.485 ppm, 25.200 ppm and 31.172 ppm, respectively, those concentrations were liger than other points with the exception of Shinoe stream. Therefore, woman river and Shinoe stream were the major source of pollution in West Nakdong river. Among two sources Shinoe stream was more important source of pollution. West Nakdong river has become lake by Noksan floodgate because it's pollution has had influence on Bonglim.

• Communications for Statistical Applications and Methods
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• 제13권3호
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• pp.491-501
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• 2006

We consider a multiple change point model with autoregressive conditional heteroscedasticity (ARCH). The model assumes that all or the part of the parameters in the ARCH equation change over time. The occurrence of the change points is modelled as the discrete time Markov process with unknown transition probabilities. The model is estimated by Markov chain Monte Carlo methods based on the approach of Chib (1998). Simulation is performed using a variant of perfect sampling algorithm to achieve the accuracy and efficiency. We apply the proposed model to the simulated data for verifying the usefulness of the model.

• 한국정밀공학회:학술대회논문집
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• 한국정밀공학회 2001년도 춘계학술대회 논문집
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• pp.426-429
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• 2001

Many various products are manufactured which have sculptured surfaces recently. Constructing surface of these models is required technique called reverse engineering. In reverse engineering, a product which has sculptured surfaces is measured and we create surface model to acquire complete model data of object. Measured point data needs preprocess and sampling. Next a set of point data in a plane fit section curve. At last, surface is generated by fitting to section curves. Here we uses sweep surface. Sweep surface is compatible fitting CAD model to drawing. This paper discusses converting approximation of NURBS surface as a standard surface.

• 대한전기학회논문지
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• 제41권6호
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• pp.588-599
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• 1992

This paper describes the variable speed drive of an induction motor by the line commutated inverter, which is operated in the forced commutation mode from start-up to operating point of load commutation. A novel forced-commutation circuit is proposed in this paper. The selection range of leading condenser to decide load commutation starting point is simulated by the sampling data of a general purpose IM and a high speed IM. The experiment to drive IM by a line commutated inverter with the proposed forced commutated circuits is performed. There was no problem in driving IM from standstill to starting point of load commutation by a line commutated inverter with forced commutation.