• Title/Summary/Keyword: i-vector

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A study on the Time Series Prediction Using the Support Vector Machine (보조벡터 머신을 이용한 시계열 예측에 관한 연구)

  • 강환일;정요원;송영기
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.315-315
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    • 2000
  • In this paper, we perform the time series prediction using the SVM(Support Vector Machine). We make use of two different loss functions and two different kernel functions; i) Quadratic and $\varepsilon$-insensitive loss function are used; ii) GRBF(Gaussian Radial Basis Function) and ERBF(Exponential Radial Basis Function) are used. Mackey-Glass time series are used for prediction. For both cases, we compare the results by the SVM to those by ANN(Artificial Neural Network) and show the better performance by SVM than that by ANN.

Development of a Plant Transformation Vector, pKCHI (고등식물 형질전환용 유전자 운반체 pKCHI의 개발)

  • 정상호
    • Journal of Plant Biology
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    • v.32 no.1
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    • pp.23-32
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    • 1989
  • We have developed a plasmid vector, pKCH1, for the purpose of higher plant transformation. It contains the promoter region of cauliflower mosaic virus 35S transcript (P35s) and the terminator region of nopaline synthase gene (Tnos) with unique cloning sites, Bam HI and Xba I, between them. After inserting a foreing gene at the cloning sites, P35s-foreign gene-Tnos cassette can be recovered by using a restriction enzyme Hind III.

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Cloning of Steroid $\Delta^1$-dehydrogenase Gene of Arthrobacter simplex IAM 1660

  • Bae, Moo;Bae, Song-Mee;Lee, Mi-Kyung;Lee, Jeong-Kug
    • Journal of Microbiology and Biotechnology
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    • v.6 no.2
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    • pp.142-144
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    • 1996
  • To clone the gene coding for steroid $\Delta^1$-dehydrogenase of Arthrobacter simplex, its genomic library was constructed with a , $\lambda$gt11 expression vector and immunoscreened with antiserum against the enzyme. One positive clone was found to carry a 1.6-kb EcoR I restriction endonuclease fragment of A. simplex DNA. The restriction map of the 1.6-kb EcoR I fragment was determined after cloning of the DNA into pBS vector.

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Sensorless Speed Control of the Conveyance SLIM (반송용 편측식 선형유도전동기의 센서리스 속도제어)

  • Shin, D.R.;Kim, Y.B.;No, I.B.;Woo, J.I.
    • Proceedings of the KIEE Conference
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    • 1997.07f
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    • pp.1971-1973
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    • 1997
  • Space Vector control of linear induction motor without speed sensor is one of the most up-to-date researching subjects to the engineers in the fields of power electronics and control theory. A conveyance SLIM (Single-sided Linear Induction Motor) has required a stable speed and a soft start/stop when the goods convey. So, the close loop control method to use a speed sensor have been adopted and as the speed sensor, a linear encorder has been used. But when the speed sensor used, the application boundary is limited and the confidence of system is diminished because it is sensitive to external environment variations and its cost is very expensive. So, to solve these problems, this paper deals with speed control of the conveyance SLIM using space vector without speed sensorless.

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A time dependent thermal and solutal convection problem in physical vapor transport of Hg2Cl2-I2 system

  • Kim, Geug Tae
    • Journal of the Korean Crystal Growth and Crystal Technology
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    • v.27 no.2
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    • pp.80-88
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    • 2017
  • In this research a time dependent thermal and solutal convection was computationally investigated for the physical vapor transport of the mixture of $Hg_2Cl_2-I_2$ system with for the convective regime from thermal Rayleigh number of $2.16{\times}10^6$ up to $1.7{\times}10^7$ with marching time to a steady state problem. With time marching, the convective cells are decreased for the thermal Rayleigh number of $2.16{\times}10^6$, and increased for the thermal Rayleigh number of $1.7{\times}10^7$. The convective flow structures are found to be essentially time independent on the horizontal orientation of the enclosure with respect to the gravity vector, and on the other hand, time dependent on the vertical orientation of the enclosure with respect to the gravity vector.

A Study on Estimation of Induction Motor Parameter (유도전동기의 파라메터 추정에 관한 연구)

  • Lee, Jeong-Min;Joe, Jee-Won;Kang, Woong-Suk;Choe, Gyu-Ha;Kim, Han-Sung
    • Proceedings of the KIEE Conference
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    • 1991.07a
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    • pp.623-626
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    • 1991
  • Crucial to the success of the vector control scheme without speed sensor is up to computing instantaneous position of the rotor flux. In tracing this flux depending on the machine parameter, variations of those factor lead to the non-linear charlcteristic between I/O value and decrease overall efficiency of the vector control scheme. This paper, using recursive least square method estimating instantaneous value of the machine speed and parameter from the shift of current and voltage, proposes an algorithm for compensating the I/O error of the scheme.

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A Cyclic Subnormal Completion of Complex Data

  • Jung, Il Bong;Li, Chunji;Park, Sun Hyun
    • Kyungpook Mathematical Journal
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    • v.54 no.2
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    • pp.157-163
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    • 2014
  • For a finite subset ${\Lambda}$ of $\mathbb{N}_0{\times}\mathbb{N}_0$, where $\mathbb{N}_0$ is the set of nonnegative integers, we say that a complex data ${\gamma}_{\Lambda}:=\{{\gamma}_{ij}\}_{(ij){\in}{\Lambda}}$ in the unit disc $\mathbf{D}$ of complex numbers has a cyclic subnormal completion if there exists a Hilbert space $\mathcal{H}$ and a cyclic subnormal operator S on $\mathcal{H}$ with a unit cyclic vector $x_0{\in}\mathcal{H}$ such that ${\langle}S^{*i}S^jx_0,x_0{\rangle}={\gamma}_{ij}$ for all $i,j{\in}\mathbb{N}_0$. In this note, we obtain some sufficient conditions for a cyclic subnormal completion of ${\gamma}_{\Lambda}$, where ${\Lambda}$ is a finite subset of $\mathbb{N}_0{\times}\mathbb{N}_0$.

Tool Fracture Detection in Milling Process (I) -Part 1 : Development of Tool Fracture Index- (밀링 공정시 공구 파손 검출 (I) -제1편 : 공구 파손 지수의 도출-)

  • 김기대;오영탁;주종남
    • Journal of the Korean Society for Precision Engineering
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    • v.15 no.5
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    • pp.100-109
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    • 1998
  • In order to increase productivity through unmanned machining in CNC milling process, in-process tool fracture detection is required. In this paper, a new algorithm for tool fracture detection using cutting load variations was developed. For this purpose, developed were tool condition vector which is dimensionless indicator of cutting load and tool fracture index (TFI) which represents magnitude of tool fracture. Through cutting force simulation, tool fracture index was shown to be independent of tool run-outs and cutting condition variations. Using tool fracture index, the ratio of the tool fracture to feed per tooth could be indentified.

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A Study of Optimal Pulse Pattern Based on Modified Trapezoidal PWM (변형(變形) 제형파(梯形波) PWM에 의한 최적(最適) PULS PATTERN에 관(關)한 연구(硏究))

  • Song, H.S.;Ro, S.C.;Jung, Y.I.;Lee, H.Y.;Woo, J.I.
    • Proceedings of the KIEE Conference
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    • 1989.11a
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    • pp.301-304
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    • 1989
  • This paper desoribes a method which can make easily the calculations of current and instantaneous output torque by using the representation techniques of Inverter output voltage space vector. And also, a technique for determinations the optical PWM switching patterns which can boost a output voltage and can minimize higher order harmonic components through appropriate movements of output voltage space vector is introduced.

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A Study on Air Flow Characteristics of Mid-mower for Tractor(I) (트랙트용 미드 모어의 공기 유동 특성에 관한 연구(I))

  • Kim, Hae-Ji;Kim, Sam-Hee
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.14 no.3
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    • pp.27-35
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    • 2015
  • Recently, the work machine is widely used in the agricultural machine and to use the power source of the tractor, the mower had been widely used as a working machine for mowing. The mower is classified as a front mower, mid-mower, and rear mower according to the mounting position of the lower frame on tractor. The main structure of mower is composed of deck, gearbox, and blade. This study concerns a study on air flow characteristics of Mid-mower for tractor. An air flow characteristics of the Mid-mower deck was evaluated by the velocity vector, flow path, and total air flow according to the number of revolutions. As the analysis results, The inner path of designed deck had no effect on air flow.