• 대한인간공학회지
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• 제30권5호
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• pp.645-650
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• 2011

Objective: The aim of this study is to design a sampling inspection plan with human error which is changing according to inspection time. Background: Typical sampling inspection plans have been established typically based on an assumption of the perfect inspection without human error. However, most of all inspection tasks include human errors in the process of inspection. Therefore, a sampling inspection plan should be designed with consideration of imperfect inspection. Method: A model for single sampling inspection plans were proposed for the cases that visual inspection error rate is changing according to inspection time. Additionally, a sampling inspection plan for an optimal inspection time was proposed. In order to show an applied example of the proposed model, an experiment for visual inspection task was performed and the inspection error rates were measured according to the inspection time. Results: Inspection error rates changed according to inspection time. The inspection error rate could be reflected on the single sampling inspection plans for attribute. In particular, inspection error rate in an optimal inspection time may be used for a reasonable single sampling plan in a practical view. Conclusion: Human error rate in inspection tasks should be reflected on typical single sampling inspection plans. A sampling inspection plan with consideration of human error requires more sampling number than a typical sampling plan with perfect inspection. Application: The result of this research may help to determine more practical sampling inspection plan rather than typical one.

• 방송공학회논문지
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• 제21권5호
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• pp.803-815
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• 2016

이 논문에서는 GNSS(global navigation satellite system) 신호를 RF(radio frequency) 대역에서 표본화하여 디지털 영역에서 복조하는 직접 RF 표본화 수신기를 설계하고 그 성능을 살펴보고자 한다. 직접 RF 표본화 방식은 IF(intermediate frequency) 대역에서 AD(analog to digital) 변환을 하고 복조하는 기존의 IF 변환 방식과 다르게, 아날로그 믹서(mixer)를 전혀 사용하지 않고 안테나 출력인 통과대역 신호를 직접 AD 변환하여 이후의 수신기의 모든 과정을 디지털 영역에서 처리하는 기술이다. IF 변환 방식과 비교하면 하드웨어 구조가 덜 복잡하고 전송환경 변화에 따른 재구성이 가능하며 하나의 AD 변환기를 사용하여 여러 대역의 신호를 동시에 변환할 수 있다는 장점이 있다. 이와 같은 재구성 기능과 동시 수신 기능은 특정 대역의 신호가 적으로부터 전파방해를 받았을 때 후속시스템으로의 빠른 전환이 필요한 군용 시스템에서 매우 중요한 역할을 한다. 한편 여러 대역의 신호를 한 번에 AD 변환하려면 수신하고자 하는 신호의 반송파 주파수, 대역폭, 표본화 후의 중간주파수 그리고 보호 대역 등을 고려하여 표본화 주파수를 정하는 것이 중요하다. 이 논문에서는 GPS L1, GLONASS G1 및 G2 등의 GNSS 신호를 동시에 수신할 수 있는 표본화 주파수를 선택하고 이를 적용한 직접 RF 표본화 수신기를 설계한다. 또한 설계한 수신기를 상용 AD 변환기와 소프트웨어를 사용하여 구현한 후 실제 신호의 수신시험을 통해 수신 성능을 살펴본다.

• 한국수자원학회논문집
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• 제30권5호
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• pp.441-447
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• 1997

강우계측망이나 인공위성을 이용하여 어떤 지역의 강우를 관측할 경우 각 관측방법의 특성에 따라 관측오차가 발생하게 된다. 즉, 강우계측망을 이용할 경우 관측된 강우는 시간적으로 연속이지만 공간적으로는 불연속의 특성을 갖게 되고 인공위성을 이용하는 경우 강우는 공간적으로는 연속이지만 시간적으로 불연속인 특성을 나타내게 된다. 이에 따라 관측오차의 계산은 강우의 시간적-공간적 통rP특성과 관측방법에 따라 각각 다르게 정량화된다. 현재 이 문제와 관련하여 North와 Nakamoto(1989)가 제안한 관측오차의 추정식이 가장 대표적이라고 할 수 있으며, 이 식에서는 강우의 통계특성과 관측방법에 따른 특성이 고려되어 있다. 이 식은 강우의 특성이 어느 정도 파악되는 경우 적절한 강우관측 계획 수립을 가능할 수 있게 해준다. 본 논문에서는 먼저 관측방법에 따른 관측오차의 계산에 대해 살펴보고, 명 책의 다차원 강우모형을 이용하여 이 문제에 적용해 보았다. 적용 결과 현재까지의 관측오차 계산에는 강우의 2차원 통계 특성만이 고려되기 때문에 모형의 매개변수들이 이 특성에 맞추어 적절히 추정된 경우, 모형에 따른 관측오차의 크기는 크지 않은 것으로 밝혀졌다. 앞으로 이러한 단점은 2차원 이상의 통계특성을 고려하는 관측오차의 추정식, 궁극적으로는 강우의 확률밀도함수를 고려할 수 있는 관측오차의 추정식의 개발을 통해 개선될 수 있을 것이다.

• Journal of the Korean Statistical Society
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• 제29권1호
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• pp.45-62
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• 2000

Rotation design is a sampling technique to reduce response burden and to estimate the population characteristics varying in time. Park and Kim(1999) discussed a generation of one-level rotation design which is called as {{{{r_1^m ~-r_2^m-1}}}} design has more applicable form than existing before. In the structure of {{{{r_1^m ~-r_2^m-1}}}} design, we derive the exact variances of generalized composite estimators for level, change and aggregate level characteristics of interest, and optimal coefficients minimizing their variances. Finally numerical examples are shown by the efficiency of alternative designs relative to widely used 4-8-4 rotation design. This is continuous work of Part Ⅰ studied by Park and Kim(1999).

• 한국유체기계학회 논문집
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• 제12권3호
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• pp.7-12
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• 2009

In this paper, shape optimization based on three-dimensional flow analysis has been performed for impeller design of centrifugal compressor. To evaluate the objective function of an isentropic efficiency, Reynolds-averaged Navier-Stokes equations are solved with SST (Shear Stress Transport) turbulence model. The governing equations are discretized by finite volume approximations. The optimization techniques based on the radial basis neural network method are used for the optimization. Latin hypercube sampling as design of experiments is used to generate thirty design points within design space. Sequential quadratic programming is used to search the optimal point based on the radial basis neural network model. Four geometrical variables concerning impeller shape are selected as design variables. The results show that the isentropic efficiency is enhanced effectively from the shape optimization by the radial basis neural network method.

• 전기학회논문지
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• 제62권2호
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• pp.177-183
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• 2013

We describe a new method for selecting design variables for shape optimization of high-voltage gas circuit breaker using a Kriging meta-model and a genetic algorithm. Firstly we sample balance design variables using the Latin Hypercube Sampling. Secondly, we build meta-model using the Kriging. Thirdly, we search the optimal design variables using a genetic algorithm. To obtain the more exact design variable, we adopt the boundary shifting method. With the proposed optimization frame, we can get the improved interruption design and reduce the design time by 80%. We applied the proposed method to the optimization of multivariate optimization problems as well as shape optimization of a high - voltage gas circuit breaker.

• Journal of Magnetics
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• 제18권1호
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• pp.74-79
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• 2013

This paper proposes a sampling-based optimization method for electromagnetic design problems, where design sensitivities are obtained from the elaborate surrogate models based on the universal Kriging method and a local window concept. After inserting additional sequential samples to satisfy the certain convergence criterion, the elaborate surrogate model for each true performance function is generated within a relatively small area, called a hyper-cubic local window, with the center of a nominal design. From Jacobian matrices of the local models, the accurate design sensitivity values at the design point of interest are extracted, and so they make it possible to use deterministic search algorithms for fast search of an optimum in design space. The proposed method is applied to a mathematical problem and a loudspeaker design with constraint functions and is compared with the sensitivity-based optimization adopting the finite difference method.

• 전자공학회논문지
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• 제52권3호
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• pp.162-170
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• 2015

BPS(bandpass sampling) 기술은 입력 신호보다 낮은 주파수로 표본화하는 것으로서, 표본화 처리만으로 기저 대역 신호를 얻을 수 있다. 이 덕분에 별도의 주파수 하향 변환기를 사용하지 않아도 되어, 수신기 회로 구현이 간소화 된다. 2차 BPS 방식은 표본화 장치를 2개 사용하는 것이며, 표본화로 인하여 aliasing 간섭이 발생하더라도 두 가지 BPS 신호를 결합함으로써 간섭 성분을 제거할 수 있다. 본 논문에서는 여러 개의 간섭이 한꺼번에 신호 성분에 aliasing 되는 경우에 대한 2차 BPS 시스템의 설계 문제를 다루었다. 신호 대 간섭 비를 극대화시키도록 interpolant 필터의 최적 위상값을 구하는 방법을 분석하였고, BPS 입력단의 전력밀도 스펙트럼 자료를 이용하여 준최적 위상값을 구하는 실용적인 공식을 도출하였다. 제안된 시스템에 대하여 컴퓨터 시뮬레이션을 수행하였고, 다중 aliasing을 고려함으로써 신호 대 간섭 비가 증가되는 것을 확인하였다.

• 한국임상수의학회지
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• 제29권1호
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• pp.58-62
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• 2012

To protect aquatic animal health of importing countries from the potential risks associated with exotic diseases introduced through international trade of live aquatic animals, inspection of designated commodities at ports of entry is a critical component of the safeguarding system. The only way to be 100% confident that no fishes in a shipment are infected with a specific agent is to test every fish in the commodity imported with a perfect diagnostic test. For the majority of cases, this is unrealistic since the group of interest may very large particularly for aquatic animals, or imperfect tests are often available. It is, therefore, more common to test a fixed proportion of a group by preplanned sampling schemes. However, decision making based on results of testing the sample can provide quite a chance that infected groups may be misclassified as uninfected, depending on sampling strategy employed. The objective of this study was to determine the possibility that one or more fishes in the group imported being infected but tests negative after inspecting samples. This question is critical to government authorities to examine whether sampling plan is sufficient to achieve the purpose intended for. At fixed population size, the maximum number of infected fishes when all tests negative was decreased as the sampling fraction increased. The probability of including at least one undetected but infected fish in a group for negative tests increased with the number of fish tested or true prevalence. The risk was much lesser where high sensitivity test was assumed; when increasing test sensitivity from 0.9 to 0.99, this risk was dramatically reduced to about a tenth or a fourth for prevalence ranges from 2 to 10%, given sample size ranges from 10 to 200. Based on the preliminary analysis, the author concluded that current sampling plan testing 4-8% of the import proposal for human consumption still can yield high false negative results. Therefore, from the quarantine inspection point of view, an enforced commodity-specific sampling design that accounts for the cost of testing with an imperfect test at the specified design prevalence is urgent.

• 품질경영학회지
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• 제30권1호
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• pp.74-96
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• 2002

The objectives of this study is to suggest the rectifying sampling inspection plan considering quality cost. Limiting quality level(LQL) plans(also called LTPD plans) and outgoing quality(OQ) plans are considered. The Hald's linear cost model is discussed with and without a beta prior for the distribution of the fraction of nonconforming items in a lot. It is assumed that the sampling inspection is error free. We consider the design of reliability acceptance sampling plan (RASP) for failure rate level qualification at selected confidence level. The lifetime distribution of products is assumed to be exponential. MIL-STD-690C and K C 6032 standards provide this procedures. But these procedures have some questions to apply in the field. The cost of test and confidence level(1-$\beta$ risk) are the problem between supplier and user. So, we suggest that the optimal life test sampling inspection plans using simple linear cost model considering product cost, capability of environment chamber, environmental test cost, and etc. Especially, we consider a reliability of lots that contain some nonconforming items. In this case we assumed that a nonconforming item fail after environmental life test. Finally, we develope the algorithm of the optimal sampling inspection plan based on minimum costs for rectifying inspection and RASP. And computer application programs are developed So, it is shown how the desired sampling plan can be easily found.