• Title/Summary/Keyword: multi-output

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Extensions on The Fixed Weighting Nature of Cross-Evaluation Model (교차 평가 모델의 고정 가중치 유형의 확장 연구)

  • Choi, Sung-Kyun;Yang, Jae-Kyung
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.35 no.1
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    • pp.188-197
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    • 2012
  • DEA 모델중 널리 사용되는 교차평가모델(cross efficiency model)은 가중치에 제한을 두지 않고 어떤 특정분야에 탁월한 성과를 내는 DMU(Decision Making Unit)보다는 보다 전반적인 분야에서 두각을 나타내는 DMU를 선발함으로써 많은 연구자들이 DEA문헌에서 적용하여 왔다. 본 연구에서는 이러한 교차평가모델이 실제에 있어서는 암묵적으로 고정 가중치를 사용한다는 것과 동일한 결과를 나타낸다는 것을 분석적으로 밝혔다(one input, multi output case). 또한 multi-input, multi-output case의 경우에도 overall performer의 cluster에 근접한 대다수 DMU의 경우에는 고정 가중치를 사용한 경우와 거의 차이가 없음을 보였다. 교차평가 모델에 적용된 변수의 가중치를 보다 명확히 함으로써 연구자들이 모델의 평가결과를 이해하는데 도움이 될 수 있을 것이다. 또한 교차 평가의 가중치 도식을 더 명확히 보여주기 위해 biplot을 제안한다.

Incremental Multi-classification by Least Squares Support Vector Machine

  • Oh, Kwang-Sik;Shim, Joo-Yong;Kim, Dae-Hak
    • Journal of the Korean Data and Information Science Society
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    • v.14 no.4
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    • pp.965-974
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    • 2003
  • In this paper we propose an incremental classification of multi-class data set by LS-SVM. By encoding the output variable in the training data set appropriately, we obtain a new specific output vectors for the training data sets. Then, online LS-SVM is applied on each newly encoded output vectors. Proposed method will enable the computation cost to be reduced and the training to be performed incrementally. With the incremental formulation of an inverse matrix, the current information and new input data are used for building another new inverse matrix for the estimation of the optimal bias and lagrange multipliers. Computational difficulties of large scale matrix inversion can be avoided. Performance of proposed method are shown via numerical studies and compared with artificial neural network.

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Optimized Sine-Wave Modulation of Multi-Level inverters for Electric Propulsion System (멀티레벨 인버터의 Optimized Sine-Wave Modulation)

  • Jin, Sun-Ho;Jo, Kwan-Jun;Kwak, Jun-Ho;Oh, Jin-Suk
    • Proceedings of the Korean Society of Marine Engineers Conference
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    • 2005.11a
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    • pp.200-201
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    • 2005
  • This paper is analyzed a new modulation method of OSW(Optimized Sine-Wave) modulation strategy for cascaded H-bridge multi-level inverter. The inverter structure was modified with the maximum output voltage level, and the switching angle was calculated easily to adjust the requested Vrms of the output. The suggested modulation method could make output waveform very close to the ideal sine wave, and the THD value was improved also remarkably.

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Robust Observer Design for Multi-Output Systems using Eigenstructure (고유구조를 이용한 다중출력 시스템의 강인한 관측기 설계)

  • 허건수;남준철
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2003.04a
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    • pp.39-44
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    • 2003
  • It was shown that the robustness of deterministic observers with respect to modeling errors, measurement bias and round-off errors can be represented by a single performance index the condition number of the observer eigenvector matrix. In this paper, a robust observer for multi-output systems is designed using the left eigenstructure assignment, where the observer gain can not be determined uniquely with respect to the desired observer poles. Utilizing the eigenstructuer assignment for the robustness of the observer, the desired eigenvector matrix is selected to achieve the observer eigenvector matrix with the small condition number. The performance of the designed robust observer is evaluated in a spindle-drive simulation example where the load speed to be estimated based on the measured signals.

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A Study on the Multiple Output Circuit Implementation (다출력 회로 구현에 관한 연구)

  • Park, Chun-Myoung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2013.05a
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    • pp.675-676
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    • 2013
  • This paper presents a design method for multiple-output combinational digital logic systems using time domain based on multiplexing and common multi-terminal extension decision diagrams. The common multi-terminal extension decision diagrams represents extension valued multiple-output functions, while time domain based on multiplexing systems transmit several signals on a single lines. The proposed method can reduce the 1)hardware, 2)logic levels and 3)pins. In the logic system design, we use two types of decision diagrams, that is the common binary decision diagrams and common multi-terminal extension decision diagrams.

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Logic gate implementation of constant amplitude coded CS/CDMA transmitter (정포락선 부호화된 CS-CDMA 송신기의 논리 게이트를 이용한 구현)

  • 김성필;류형직;김명진;오종갑
    • Proceedings of the IEEK Conference
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    • 2003.11c
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    • pp.281-284
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    • 2003
  • Multi-code CDMA is an appropriate scheme for transmitting high rate data. However, dynamic range of the signal is large, and power amplifier with good linearity is required. Code select CDMA (CS/CDMA) is a variation of multi-code CDMA scheme that ensures constant amplitude transmission. In CS/CDMA input data selects multiple orthogonal codes, and sum of these selected codes are MPSK modulated to convert multi-level symbol into different carrier phases. CS/CDMA system employs level clipping to limit the number of levels at the output symbol to avoid hish density of signal constellation. In our previous work we showed that by encoding input data of CS/CDMA amplitude of the output symbol can be made constant. With this coding scheme, level clipping is not necessary and the output signal can be BPSK modulated for transmission. In this paper we show that the constant amplitude coded(CA-) CS/CDMA transmitter can be implemented using only logic gates, and the hardware complexity is very low. In the proposed transmitter architecture there is no apparent redundant encoder block which plays a major role in the constant amplitude coded CS/CDMA.

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Minimization of the Multi-Output Switching Function by using the Intersection Table and the Cost Table (교차표와 가격표를 이용한 다중출력 이론함수의 최소화)

  • 황희융;김호겸;박영철;조동섭
    • 전기의세계
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    • v.28 no.12
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    • pp.33-40
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    • 1979
  • This mininzation of the multi-output switching function becomes a difficult task when the input varibles and the number of functions increase. This paper describes the optimal selection of prime inplicats for the multi-output switching function by using the Inter-section Table. This procedure is applicable to both manual and computhe programmed realization without complesith. The algorithm is implemented by a computer program in the standard FORTRAN iv language.

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An Analysis of Korean Regional Agricultural and Agri-Manufacturing Clusters Using Multi-Regional Input-Output Model (우리나라의 권역별 농산업 클러스터 분석: 6개 권역간 산업연관모형희 적용)

  • Yoon, Min-Kyoung;Choi, Myoung-Sub;Kim, Eui-June
    • Journal of Korean Society of Rural Planning
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    • v.16 no.1
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    • pp.9-20
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    • 2010
  • The aim of this paper is to identify Korean agricultural and agri-manufacturing cluster using a multi-regional input-output model. This paper derives a representative set of five agricultural and agri-manufacturing clusters in Korea in terms of spatial and industrial interdependency. The results show that agriculture and agri-manufacturing clusters agglomerated in Seoul Metropolitan Area and Chungcheong Area are linked both production and manufacture functions, whereas Gangwon Area is more focused on production and Jeolla Area is more concentrated on manufacture.

A novel method for improvement of the output voltage waveform of a single phase VSI (단상전압원 인버어터의 새로운 출력파형 개선법)

  • Kim, Yeong-Min;Park, Hyun-Chul;Lee, Su-Weon;Yu, Chul-Ro
    • Proceedings of the KIEE Conference
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    • 1995.07a
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    • pp.400-402
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    • 1995
  • A novel type of single phase multi-step inverter is proposed, which has twelve-stepped levels of the output voltage. In this inverter the waveform of the output votage has smaller harmonic contents than those of a conventional six-step inverter. In this paper a new multi-step technique is analyzed. This new multi-step technique of the twelve-stewed single phase voltage source inverter has the advantage compared with the conventional six-step inverter, and the experimental results are proved by the calculation using spectrum-analyzer.

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Transfer Path Analysis of Output Noise Using Multi-dimensional Spectral Analysis Method for Vacuum Cleaner (다차원 스펙트럼 해석법을 이용한 진공청소기 출력소음의 전달경로 해석)

  • Jeong, Jae-Eun;Lee, Jung-Hwan;Chung, Chang-Ook;Hwang, Geun-Bae;Oh, Jae-Eung
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.20 no.10
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    • pp.940-945
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    • 2010
  • Noise reduction of vacuum cleaner is important, according as get into standard that estimate quality of product. To reduce noise of vacuum cleaner, we need analysis of correct noise source and contribution grasping about Identified noise sources' output noise. Because noise sources' correlation exists in vacuum cleaner that is small and complicated system, analysis is not easy. In this case, we need to apply Multi-dimensional spectral analysis(MDSA) method that can remove correlation between noise sources and grasp pure contribution degree of noise sources. In this study, we take transfer path analysis between output noise and noise that measured in inside/outside of vacuum cleaner.