• 과학수사학회지
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• 제11권3호
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• pp.178-185
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• 2017

사후경과시간(PMI)을 추정하기 위하여 사용되고 있는 유효적산온도(ADD)를 계산하는데 있어서 가장 중요한 요인 중 하나는 바로 사건 현장의 대기 온도를 최대한 정확하게 추정하는 것이다. 지금까지 사건 현장의 대기 온도를 추정하는 방법으로는 사건이 일어난 현장 근처의 기상청 온도를 그대로 적용하거나, 보정 온도를 고려하여 사용하거나, 주변 기상청 온도와 사건 현장 대기 온도의 선형 회귀분석을 통해 과거 일정기간 동안의 현장 대기 온도를 추정하였다. 이 때, 온도 추정 방법에 따라 온도 추정값이 달라질 수 있으며, 측정 조건이나 온도에 영향을 줄 수 있는 풍량, 풍속, 습도, 강우량 등 환경 요인에 따라서도 추정값의 정확도가 달라질 수 있다. 따라서 본 연구에서는 국내의 환경 요인 및 측정 조건들을 대상으로 보다 다양한 온도 추정 방법들에 적용하여 과거 일정기간 동안의 현장 대기온도를 추정하고, 이렇게 추정된 온도와 실제 온도와의 비교를 통하여 국내 온도 추정에 미치는 영향을 연구하고자 한다.

• 한국산학기술학회논문지
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• 제22권3호
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• pp.627-632
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• 2021

적응 신호 처리 및 머신 러닝 등에 활용되고 있는 정보 이론적 학습법(ITL, information theoretic learning)은 커널 사이즈(��) 설정이 성능에 큰 영향을 미친다. ITL 기반의 학습법의 하나인 코렌트로피 알고리듬은 충격성 잡음에 강인성과 채널 왜곡 보상 특성을 함께 지니고 있으나 커널 사이즈 선택에 매우 민감하거나 불안정한 특성도 지니고 있다. 이에, 이 논문에서는 기울기 분모에 나타나는 커널 사이즈의 세제곱이 미치는 민감성을 고려하고, 커널 사이즈의 미세 변동에 대한 오차 전력 변화율을 이용하여 커널 사이즈를 적응적으로 갱신하는 방법을 제안하여 코렌트로피 알고리듬에 적용하였다. 제안된 적응 커널 사이즈 추정 방법을 다중 경로 채널과 충격성 잡음 환경에 대해 실험하였다. 제안한 방식은 고정 커널사이즈의 기존 알고리듬에 비해 2배 빠른 수렴 속도를 나타냈고 초기 커널 사이즈 2.0 에서 6.0 에 대해 모두 적절히 수렴하는 능력을 보였다. 이에 초기 커널 사이즈 선택에 큰 여유도를 가지고 성능을 향상시킬 수 있음을 입증하였다.

• 한국초전도ㆍ저온공학회논문지
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• 제18권3호
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• pp.25-29
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• 2016

A quench detection system of KSTAR Poloidal Field (PF) coils is inevitable for stable operation because normal zone generates overheating during quench occurrence. Recently, new voltage quench detection method, combination of Central Difference Averaging (CDA) and Mutual Inductance Compensation (MIK) for compensating mutual inductive voltage more effectively than conventional voltage detection method, has been suggested and studied. For better performance of mutual induction cancellation by adjacent coils of CDA+MIK method for KSTAR coil system, balance coefficients of CDA must be estimated and adjusted preferentially. In this paper, the balance coefficients of CDA for KSTAR PF coils were numerically estimated. The estimated result was adopted and tested by using simulation. The CDA method adopting balance coefficients effectively eliminated mutual inductive voltage, and also it is expected to improve performance of CDA+MIK method for quench detection of KSTAR PF coils.

• Communications for Statistical Applications and Methods
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• 제27권1호
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• pp.65-77
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• 2020

Geometric charts are effective in monitoring the fraction nonconforming in high-quality processes. The in-control fraction nonconforming is unknown in most actual processes; therefore, it should be estimated using the Phase I sample. However, if the Phase I sample size is small the practitioner may not achieve the desired in-control performance because estimation errors can occur when the parameters are estimated. Therefore, in this paper, we adjust the control limits of geometric charts with the bootstrap algorithm to improve the in-control performance of charts with smaller sample sizes. The simulation results show that the adjustment with the bootstrap algorithm improves the in-control performance of geometric charts by controlling the probability that the in-control average run length has a value greater than the desired one. The out-of-control performance of geometric charts with adjusted limits is also discussed.

• 한국컴퓨터산업학회논문지
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• 제5권4호
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• pp.471-480
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• 2004

소프트웨어 개발노력, 기간과 비용을 추정 능력은 개발될 소프트웨어의 정확한 규모 추정치 에 기반 한다. 본 논문은 소프트웨어 규모 추정을 위한 단순화된 기능점수 (FP) 기법을 제안한다. 이 기법은 가치조절인자를 계산하는 단계를 생략하고 조절인 안된 기능점수에서 조절된 기능점수를 직접 구한다. 783개의 소프트웨어 프로젝트에 기반을 둔 사례분석으로 통계적 회귀분석을 통해 적절한 모델을 찾고자 하였다. 본 논문은 또한, 신규 개발, 유지보수와 재개발 형태의 프로젝트 서브그룹별로 모델을 제시하였다.

• 소음진동
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• 제8권4호
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• pp.690-699
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• 1998

This paper discusses the techniques, procedures and the results of the ground vibration test(GVT) performed on the development aircraft and the simple procedure of FE model updating technique from the GVT results. The GVT was carried out using random excitation technique with MIMO(Multi-Input-Multi-Output) data acquistion method, and taking full advantage of poly-reference global parameter estimation technique to identify the vibration modes. In dynamic FE modeling, the aircraft was represented by beam elements and all dynamic analysis was performed using MSC/NASTRAN for this model. In updating procedure, the stiffness of the beam model was adjusted iteratively so as to get the natural frequencies and mode shapes close to the GVT results.

• 한국지능시스템학회논문지
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• 제8권3호
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• pp.80-87
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• 1998

This paper presents and online scheme for fuzzy modelling of nonlinear systems, based on the model adjustment technique and the genetic algorithm technique. The fuzzy model is characterized by fuzzy "if-then" rules which represent locally linear input-output relations whose consequence parts are defined as subsystems of a nonlinear sysem. The discrete-time model for each subsystem is obtained to deal with initalization and unmeasurable signal problems in online estimation and the final output of the fuzzy model is computed from the outputs of the discrete-time models. Then, the parameters of both the premise and consequence parts of the fuzzy model are adjusted by a genetic algorithm. A set of simulation works is carried out to demonstrate the effectiveness of the proposed method.ed method.

• 제어로봇시스템학회:학술대회논문집
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• 제어로봇시스템학회 2000년도 제15차 학술회의논문집
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• pp.16-16
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• 2000

This paper describes a new structure re create a pseudo Gaussian function network (PGFN). The activation function of hidden layer does not necessarily have to be symmetric with respect to center. To give the flexibility of the network, the deviation of pseudo Gaussian function is changed according to a direction of given input. This property helps that given function can be described effectively with a minimum number of center by PGFN, The distribution of deviation is represented by level set method and also the loaming of deviation is adjusted based on it. To demonstrate the performance of the proposed network, general problem of function estimation is treated here. The representation problem of continuous functions defined over two-dimensional input space is solved.

• 제어로봇시스템학회:학술대회논문집
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• 제어로봇시스템학회 2000년도 제15차 학술회의논문집
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• pp.451-451
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• 2000

This study aims for the optimization of process conditions in a fixed-bed catalytic reactor system with a circulating molten salt bath, in which partial oxidation of propylene to acrolein takes place. Two-dimensional pseudo-homogeneous model is adopted with estimation of suitable parameters and its validity is corroborated by comparing simulation result with experimental data. The temperature of the molten salt and the feed composition are found to exercise significant influence on the yield of acrolein and the magnitude of hot spot. The temperature of the molten salt is usually kept constant. This study, however, suggests that the temperature of the molten salt must be axially adjusted so that the abrupt peak of hot spot should not appear near the reactor entrance. The yield of acrolein is maximized and the position and the magnitude of hot spot are optimized by the method of the iterative dynamic programming (IDP).

• 한국소음진동공학회:학술대회논문집
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• 한국소음진동공학회 2002년도 춘계학술대회논문집
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• pp.121-126
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• 2002

In a recent construction industry, cable supported structures such as a cable-stayed bridge or space stadium have been increasingly constructed. Generally the stay cables as a critical member should be adjusted to be satisfied with the design tension forces. In this purpose, a vibration method has been applied to estimate the tension forces exerted to the existing stay cables. In this study, cable vibration tests were carried out to estimate the cable tension forces comparing with theoretical and practical formulas. From the measured frequencies obtained from free vibration and impulsive tests, the accuracy of 1he estimated tension forces is confirmed according to use only the first single mode or higher multiple modes.