• 제목/요약/키워드: parameter sets

검색결과 335건 처리시간 0.027초

고 망간 편상흑연주철에서 냉각속도별 공정반응 분석 (Analysis of Eutectic Reaction as a Function of Cooling Rate in High Manganese Flake Graphite Cast Irons)

  • 이상환;이현우;이상목
    • 한국주조공학회지
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    • 제33권4호
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    • pp.162-170
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    • 2013
  • The effects of Mn content and cooling rate on the eutectic reaction of flake graphite cast irons were studied by a combined analysis of macro/micro-structure and cooling curve data. The correlation between the eutectic reaction parameter and macro/microstructure was systematically investigated. Two sets of chemical compositions with different Mn contents were designed to cast. Three types of molds for cylindrical specimens with different diameters were prepared to analyze the cooling rate effect. The difference between undercooling temperature and cementite eutectic temperature (${\Delta}T_1=T_U-T_{E,C}$), which is decreased by increasing the Mn content or increasing the cooling rate, is considered to be a suitable eutectic reaction parameter for predicting graphite morphology. According to the criterion, A-type graphite is mainly suggested to form for ${\Delta}T_1$ over $20^{\circ}C$, and D-type graphite is mainly suggested to form for ${\Delta}T_1$ below $0^{\circ}C$. Eutectic reaction time (${\Delta}T$), which is increased by increasing the Mn content and decreased by increasing the cooling rate, is regarded as a suitable eutectic reaction parameter for predicting eutectic cell size. Eutectic cell size is found to decrease in proportion to the decrease of ${\Delta}T$.

경계변수 값의 동적인 변경을 이용한 점층적 클러스터링 알고리즘 (Incremental Clustering Algorithm by Modulating Vigilance Parameter Dynamically)

  • 신광철;한상용
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제30권11호
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    • pp.1072-1079
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    • 2003
  • 본 논문은 점층적으로 대규모 문서 분류를 할 수 있는 새로운 클러스터링 알고리즘에 대한 것으로, 고차원의 대규모 문서 집합에 대한 클러스터링을 수행하는 spherical k-means (SKM) 알고리즘과 점층적인 방식으로 클러스터링을 수행하는 퍼지(fuzzy) ART(adaptive resonance theory) 신경망의 특징을 이용하였다. 즉, SKM의 벡터 공간 모델과 개념벡터를 토대로 퍼지 ART의 경계변수의 개념을 결합한 것이다. 제시하는 알고리즘은 점층적 클러스터링의 지원과 함께 최적의 클러스터 수를 자동으로 결정할 뿐 아니라 이상치(outlier)와 노이즈(noise)에 의한 overfitting의 문제도 해결하였다. 또한 생성된 클러스터들의 질을 평가할 수 있는 응집도를 측정하는 목적 함수의 값에 있어서도 CLASSIC3 데이타 집합으로 실험한 결과 기존의 SKM에 비해 평균 8.04%의 향상된 응집도를 나타냈다.

Particle loading as a design parameter for composite radiation shielding

  • Baumann, N.;Diaz, K. Marquez;Simmons-Potter, K.;Potter, B.G. Jr.;Bucay, J.
    • Nuclear Engineering and Technology
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    • 제54권10호
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    • pp.3855-3863
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    • 2022
  • An evaluation of the radiation shielding performance of high-Z-particle-loaded polylactic acid (PLA) composite materials was pursued. Specimens were produced via fused deposition modeling (FDM) using copper-PLA, steel-PLA, and BaSO4-PLA composite filaments containing 82.7, 75.2, and 44.6 wt% particulate phase contents, respectively, and were tested under broad-band flash x-ray conditions at the Sandia National Laboratories HERMES III facility. The experimental results for the mass attenuation coefficients of the composites were found to be in good agreement with GEANT4 simulations carried out using the same exposure conditions and an atomistic mixture as a model for the composite materials. Further simulation studies, focusing on the Cu-PLA composite system, were used to explore a shield design parameter space (in this case, defined by Cu-particle loading and shield areal density) to assess performance under both high-energy photon and electron fluxes over an incident energy range of 0.5-15 MeV. Based on these results, a method is proposed that can assist in the visualization and isolation of shield parameter coordinate sets that optimize performance under targeted radiation characteristics (type, energy). For electron flux shielding, an empirical relationship was found between areal density (AD), electron energy (E), composition and performance. In cases where ${\frac{E}{AD}}{\geq}2MeV{\bullet}cm{\bullet}g^{-1}$, a shield composed of >85 wt% Cu results in optimal performance. In contrast, a shield composed of <10 wt% Cu is anticipated to perform best against electron irradiation when ${\frac{E}{AD}}<2MeV{\bullet}cm{\bullet}g^{-1}$.

CONTINUITY OF ONE-SIDED BEST SIMULTANEOUS APPROXIMATIONS

  • Lee, Mun-Bae;Park, Sung-Ho;Rhee, Hyang-Joo
    • 대한수학회보
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    • 제37권4호
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    • pp.743-753
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    • 2000
  • In the space $C_1(X)$ of real-valued continuous functions with $L_1-norm$, every bounded set has a relative Chebyshev center in a finite-dimensional subspace S. Moreover, the set function $F\rightarrowZ_S(F)$ corresponding to F the set of its relative Chebyshev centers, in continuous on the space B[$C_1(X)$(X)] of nonempty bounded subsets of $C_1(X)$ (X) with the Hausdorff metric. In particular, every bounded set has a relative Chebyshev center in the closed convex set S(F) of S and the set function $F\rightarrowZ_S(F)$(F) is continuous on B[$C_1(X)$ (X)] with a condition that the sets S(.) are equal.

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Robust and Reliable H$\infty$ State-Feedback Control : A Linear Matrix Inequality Approach

  • Kim, Seong-Woo;Kim, Byung-Kook;Seo, Chang-Jun
    • Transactions on Control, Automation and Systems Engineering
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    • 제2권1호
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    • pp.31-39
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    • 2000
  • We present a robust and reliable H$\infty$ state-feedback controller design for linear uncertain systems, which have norm-bounded time-varying uncertainty in the state matrix, and their prespecified sets of actuators are susceptible to failure. These controllers should guarantee robust stability of the systems and H$\infty$ norm bound against parameter uncertainty and/or actuator failures. Based on the linear matrix inequality (LMI) approach, two state-feedback controller design methods are constructed by formulating to a set of LMIs corresponding to all failure cases or a single LMI that covers all failure cases, with an additional costraint. Effectiveness and geometrical property of these controllers are validated via several numerical examples. Furthermore, the proposed LMI frameworks can be applied to multiobjective problems with additional constraints.

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서포트 벡터 머신을 이용한 건설업 안전보건관리비 예측 모델 (Construction Safety and Health Management Cost Prediction Model using Support Vector Machine)

  • 신성우
    • 한국안전학회지
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    • 제32권1호
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    • pp.115-120
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    • 2017
  • The aim of this study is to develop construction safety and health management cost prediction model using support vector machine (SVM). To this end, theoretical concept of SVM is investigated to formulate the cost prediction model. Input and output variables have been selected by analyzing the balancing accounts for the completed construction project. In order to train and validate the proposed prediction model, 150 data sets have been gathered from field. Effects of SVM parameters on prediction accuracy are analyzed and from which the optimal parameter values have been determined. The prediction performance tests are conducted to confirm the applicability of the proposed model. Based on the results, it is concluded that the proposed SVM model can effectively be used to predict the construction safety and health management cost.

붓스트랩방법을 활용한 절사추정량의 이론 및 응용연구 (Bootstrapping trimmed estimator in statistical inference)

  • 이재창;전명식;강창완
    • 응용통계연구
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    • 제9권2호
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    • pp.1-11
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    • 1996
  • 주어진 일변량자료의 위치모수에 대한 추정방법으로 $\alpha$-절사평균 ($\alpha$-trimmd mean)은 로버스트 성질 등의 장점에 근거하여 오랜기간을두고 연구되어왔다. 본 연구에서는 자료에 근거한 $\alpha$의 선택을 붓스트랩(bootstrap) 방법에 의거하여 제시하고 그에 근거한 새로운 절사추정량의 응용을 다루었다. 나아가 추정의 정도를 높이기 위해 이중붓스트랩(double bootstrap)을 사용하였다. 한편, 이러한 붓스트랩 방법의 타당성 연구를 위해 모의실험(simulation)과 실제 자료 적용에 기존방법과 새로운 방법의 비교연구를 제시하였다.

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이동 로봇의 퍼지 재점착 제어기 설계 (Design of a Fuzzy Re-adhesion Controller for Wheeled Robot)

  • 권선구;허욱렬;김진환
    • 대한전기학회논문지:시스템및제어부문D
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    • 제54권1호
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    • pp.48-55
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    • 2005
  • Mobility of an indoor wheeled robot is affected by adhesion force that is related to various floor conditions. When the adhesion force between driving wheels and floor decreases suddenly, the robot begins slip. In order to overcome this slip problem, optimal slip velocity must be decided for stable movement of wheeled robot. First of all, this paper shows that conventional PI control can not be applied to a wheeled robot of the light weight. Secondly, proposed fuzzy logic is applied to the Takagi-Sugeno model for the configuration of fuzzy sets. For the design of Takagi-Sugeno model and fuzzy rule, proposed algorithm uses FCM(Fuzzy c-mean clustering method) algorithm. In additionally, this algorithm adjusts the driving torque for restraining re-slip. The proposed fuzzy logic controller(FLC) is pretty useful with prevention of the slip phenomena for the controller performance in the re-adhesion control strategy, These procedures are implemented using a Pioneer 2-DXE wheeled robot parameter.

석유공급교란에 대한 변화점 분석 및 분포 추정 : 베이지안 접근 (A Change-Point Analysis of Oil Supply Disruption : Bayesian Approach)

  • 박천건;이성수
    • 품질경영학회지
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    • 제35권4호
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    • pp.159-165
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    • 2007
  • Using statistical methods a change-point analysis of oil supply disruption is conducted. The statistical distribution of oil supply disruption is a weibull distribution. The detection of the change-point is applied to Bayesian method and weibull parameters are estimated through Markov chain monte carlo and parameter approach. The statistical approaches to the estimation for the change-point and weibull parameters is implemented with the sets of simulated and real data with small sizes of samples.

An Elliptic Approach to Fuzzy Pattern Recognition

  • Karbou, Fatiha;Karbou, Fatima;Karbou, M.
    • 한국지능시스템학회:학술대회논문집
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    • 한국퍼지및지능시스템학회 1998년도 The Third Asian Fuzzy Systems Symposium
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    • pp.272-277
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    • 1998
  • If we want to compare the form of two objects, the human vision takes into account the parameter's width/length/height at the same time. however, the machine needs to compare width then lengths and finally height. In each comparison the machine considers only one character. The goal of this paper is to imitate the human manner of comparison and recognition by using two or three characters instead of one during the comparison. The ellipse is a first approach of comparison because it provides us a general and a simple relation that can link two parameters that are the half axis of the ellipse. Indeed, we assimilate each character to a half axis of the ellipse and the result is a geometrical figure that varies according to values of the two characters.

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