• Title/Summary/Keyword: direct model

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A polychotomous regression model with tensor product splines and direct sums (연속형의 텐서곱과 범주형의 직합을 사용한 다항 로지스틱 회귀모형)

  • Sim, Songyong;Kang, Heemo
    • Journal of the Korean Data and Information Science Society
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    • v.25 no.1
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    • pp.19-26
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    • 2014
  • In this paper, we propose a polychotomous regression model when independent variables include both categorical and numerical variables. For categorical independent variables, we use direct sums, and tensor product splines are used for continuous independent variables. We use BIC for varible selections criterior. We implemented the algorithm and apply the algorithm to real data. The use of direct sums and tensor products outperformed the usual multinomial logistic regression model.

A High Efficiency Direct Instantaneous Torque Control of SRM based on the Nonlinear Model (비선형 모델기반 SRM의 고효율 직접 순시토크 제어)

  • An, Jin-Woo
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.56 no.6
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    • pp.1047-1054
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    • 2007
  • This paper presents a high efficiency direct instantaneous torque control (DITC) of Switched Reluctance Motor(SRM) based on the nonlinear model. The DITC method can reduce the high inherent torque ripple of SRM drive system, but drive efficiency is somewhat low due to the high current and switching loss during commutations. In order to reduce a torque ripple, a fast torque reference trajectory is selected at every instantaneous rotor position. Based on the nonlinear model of SRM, the developing torque by one phase is fixed and the other phase is regulated for minimum switchings of phase switch and variation of torque. The switching during commutation can be reduced and fast commutation can be obtained in the proposed method. As a result, drive efficiency could be improved as well as torque ripple reduction. The validity of proposed method is verified by computer simulations and comparative experiments.

Working Point Control Characteristics of Pressure-Fed Rocket Propulsion System (가압방식 로켓추진기관시스템의 작동점 제어특성)

  • 하성업;정영석;이중엽;정태규;조상연
    • Proceedings of the Korean Society of Propulsion Engineers Conference
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    • 2003.10a
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    • pp.31-34
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    • 2003
  • To trace the working point of pressure-fed rocket propulsion system, direct analogy model was suggested, by which propellant mass flow rate and combustion chamber pressure were calculated from propellant tank pressures, levels and flight acceleration. In this paper, the analysis of KSR-III flight test results was taken by example, and it can be described that working point transition tendency of pressure-fed rocket propulsion system can be calculated by this direct analogy model.

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Evaluation of Thermal Characteristics of a Direct-Connection Spindle Using Finite Element Co-Analysis (유한 요소 해석을 활용한 직결 주축의 열적 특성 평가)

  • Kim, Tae-Won;Choi, Jin-Woo
    • Journal of the Korean Society of Manufacturing Technology Engineers
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    • v.22 no.2
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    • pp.228-234
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    • 2013
  • This study focuses on development of a finite element model for analysis of thermal characteristics of a direct-connection spindle of a machining center by joint simulation of heat transfer and thermal deformation. Two finite element analyses were carried out procedurally for heat transfer, first, to identify temperature distribution of components of the spindle and then for thermal deformation to identify their structural behavior based on the temperature distribution. It was assumed that the heat transfer between a component revolving and the surrounding air is identical to that between a flat plate and the running air on it and the heat transfer is based on a uniform surface heat flux for turbulent flow. The results from the analyses were compared with those from experiments to validate the finite element model.

Phenomenological Combustion Modeling of a Direct Injection Diesel Engine with In-Cylinder Flow Effects

  • Im, Yong-H.;Huh, Kang-Y.
    • Journal of Mechanical Science and Technology
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    • v.14 no.5
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    • pp.569-581
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    • 2000
  • A cycle simulation program is developed and its predictions are compared with the test bed measurements of a direct injection (DI) diesel engine. It is based on the mass and energy conservation equations with phenomenological models for diesel combustion. Two modeling approaches for combustion have been tested; a multi-zone model by Hiroyasu et al (1976) and the other one coupled with an in-cylinder flow model. The results of the two combustion models are compared with the measured imep, pressure trace and NOx and soot emissions over a range of the engine loads and speeds. A parametric study is performed for the fuel injection timing and pressure, the swirl ratio, and the squish area. The calculation results agree with the measured data, and with intuitive understanding of the general operating characteristics of a DI diesel engine.

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A Study on Common Module Modeling Method of Game Software based on DirectX/C++ (DirectX/C++ 기반 게임 소프트웨어의 공통 모듈 모형화 기법에 관한 연구)

  • Byun, Jung-Won;Rhew, Sung-Yul
    • Journal of Korea Game Society
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    • v.9 no.2
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    • pp.95-104
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    • 2009
  • The windows games and the console games that use DirectX occupied 20% or more of world game market and that are developed by C++ Language occupied 75% or more of the market. This study proposed that commonality and variability for code of the 20 projects based on DirectX and C++ is analysed and patternized, that common modules are created, and that modules are modeled. As a result of applying a case study, it is verified that the proposed model reduces effort in game development.

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Predictive Direct Torque Control Algorithm for Induction Motors and its Digital Implementation

  • Mutschler, Peter;Flach, Erich
    • Proceedings of the KIPE Conference
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    • 1998.10a
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    • pp.1-6
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    • 1998
  • To achieve fast control action, direct control methods should be used. "Direct Mean Torque Control" (DMTC) combines the good dynamic performance of Direct Torque Control (DTC) with the advantages of inherently constant switching frequency and time equidistant control for implementation in a digital signal processor. Since DMTC is a predictive control algorithm, the model and its correction deserves special investigations. This paper proposes a steady-state Kalman filter which is well suited for fast computation.mputation.

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New Efficient Direct Kinematics for 6-dof Parallel-Serial Haptic Devices

  • Song, Se-Kyong;Kwon, Dong-Soo
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.83.2-83
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    • 2001
  • This paper presents a new formulation approach to reduce computational burden of the direct kinematics of 6-dof haptic devices with three sets of a parallel-serial linkage. Their direct kinematics has been formulated through employing the Denavit-Hartenberg notation, which results in complicated formulation procedures and heavy computational burden. For reducing these problems, this paper reconfigures the haptic devices into an equivalent kinematic model of the 3-6 Stewart-Gough Platform that has three connecting joints on the moving platform. Moreover, the direct kinematics of the 3-6 Platform can be effectively formulated by using the proposed Tetrahedron Approach.

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An Analysis on the Pathway between Family Stress and Adaptation in Families with Mentally Handicapped Children (정신지체아 가족의 스트레스와 적응과의 관계연구)

  • 이경희
    • Journal of Korean Academy of Nursing
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    • v.24 no.4
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    • pp.666-677
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    • 1994
  • In comparison with the long and continuous his-tory of research in the general area of stress and coping, theoretical and clinical interest in family stress and adaptation is a recent phenomenon. To understand the phenomena of family behavior, a comprehensive theoretical framework is needed to us provide an adequate background to for research. This study was designed to develop and test a hypothetical model for family stress and adaptation in families with handicapped children. A hypothetical model was constructed on the basis of the family stress theory developed by McCubbin etc. The model included six paths. For the purpose of model testing, empirical data was collected from May to August, 1992. The subjects of the study were 190 parents of chidren in five special schools and one private institute in Seoul and Choong Nam. An SPSS P $C^{+}$ and PC-LISREL 7.13 computer programs were used for descriptive and covariance structure analysis. The results of the study are as follows. (1) Family Stress(${\gamma}$$_{3l}$=-.288, T=-4.942) had a direct effect on Family Adaptation. (2) Family Functioning ($\beta$$_{21}$=-.373, T=5.595) had a direct effect on Situational Definition. (3) Family Functioning ($\beta$$_{31}$ =.334, T=5.375) had a direct effect on Family Adaptation. (4) Situational Definition( a2=.270, T=4.285) had a direct effect on Family Adaptation The model was supported by the empirical data. Thus it is suggested that the model could be adequately applied to family nursing care of families with a mentally handicapped child. In particular, the nursing interventions that enhance family functioning and the situational definition would improve family adaptation in families with mentally handicapped children.n.n.

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Simulation of the Stiffness of HTPE Fabric according to the Application of Reactive Pigment DTP Process and Dyeability (반응성 안료의 DTP공정 적용에 따른 HTPE원단의 태 시뮬레이션 및 염색성 연구)

  • Sim, Jee-hyun;Lee, Jong-hyuk;Yu, Seong-Hun;Gwon, Gi-Hwan;Bae, Jin-Seok
    • Textile Coloration and Finishing
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    • v.33 no.4
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    • pp.210-219
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    • 2021
  • It was intended to conduct basic research to reduce development lead time and cost consumed in DTP process technology development. For the simulation of HTPE fabric, virtual engineering software was used to generate fiber model, yarn model, fabric model, and finite element model of HTPE fiber. The purpose of this study is to analyze the correlation and error rate between the stiffness numerical analysis results according to the direct DTP process parameters using reactive dyes in the generated finite element model and the stiffness measurements of the actual sample ac- cording to ASTM D1388. And, after dyeing the HTPE plain fabric according to the direct DTP process parameters, we want to analyze the dyeability of the HTPE fabric fabrics according to the direct DTP process parameters through the color fastness analysis. When looking at the results of the analysis of the finite element model, a higher value was shown when the distance between the nozzle and the fabric was 3mm than when the distance was 10mm. When the distance between the nozzle and the fabric was 10mm and 7mm, the reactive dye did not penetrate sufficiently, resulting in poor clarity when viewed with the naked eye.