• 제목/요약/키워드: Calculation Time Improvement

검색결과 191건 처리시간 0.026초

A Speaker Pruning Method for Real-Time Speaker Identification System

  • 김민정;석수영;정종혁
    • 대한임베디드공학회논문지
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    • 제10권2호
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    • pp.65-71
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    • 2015
  • It has been known that GMM (Gaussian Mixture Model) based speaker identification systems using ML (Maximum Likelihood) and WMR (Weighting Model Rank) demonstrate very high performances. However, such systems are not so effective under practical environments, in terms of real time processing, because of their high calculation costs. In this paper, we propose a new speaker-pruning algorithm that effectively reduces the calculation cost. In this algorithm, we select 20% of speaker models having higher likelihood with a part of input speech and apply MWMR (Modified Weighted Model Rank) to these selected speaker models to find out identified speaker. To verify the effectiveness of the proposed algorithm, we performed speaker identification experiments using TIMIT database. The proposed method shows more than 60% improvement of reduced processing time than the conventional GMM based system with no pruning, while maintaining the recognition accuracy.

Multilevel Modular Converter의 개선된 시뮬레이션 방법 (A kind of Improvement Simulation Method for Multilevel Module Converter)

  • 원진;파자르;이혜연;조진상;장수형
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2013년도 전력전자학술대회 논문집
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    • pp.151-152
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    • 2013
  • Multilevel Voltage Source Converter HVDC presents a new method for the energy transmission, The multilevel requires the converter bridge includes more than 100 converter modules, for the EMT simulation file, the simulation time increases to several hours; it can depress the research process. In the paper, author describes a method to simulate the multilevel arm based on time-varying equivalent. The result shows the extremely calculation time reduced with almost the same accuracy.

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6시그마 기법을 적용한 원자력 터빈 시뮬레이터의 발전기 출력 연산오차 저감 (The Reduction of Generator Output Calculation by Using 6σ Method on Steam Turbine Simulator in a Nuclear Power Plant)

  • 최인규;김종안;박두용;우주희;신만수
    • 전기학회논문지
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    • 제60권5호
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    • pp.1017-1022
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    • 2011
  • This paper describes the improvement of the calculation by using $6{\sigma}$ method on steam turbine simulator in a nuclear power plant. The simulator is essential to not only verification and validation of control logic but also making sure of control constants in upgrading the long time used control system into the new one. And the dynamic model is a key point in that simulator. The model used during the retrofit period of the turbine controller in Kori Nuclear Power Plant makes difference in calculating generator output and control valve positions. That is because such operating data as the main steam pressure, the main steam temperature and control valve positions of Yongkwang #3 are different from those of Kori #4. Therefore, the model parameters must be tuned by using actual operating data for the high fidelity of simulator in calculating the dynamic characteristic of the model. This paper describes that the $6{\sigma}$ method is used in improvement of precision of generator output calculation in the steam turbine model of the simulator.

EXAMINATION OF CALCULATION METHOD FOR THE FLEXURAL RIGIDITY OF CROP STALKS

  • Hirai, Yasumaru;Inoue, Eiji;Hashiguchi, Koichi;Kim, Young-Keun;Inaba, Shigeki;Tashiro, Katsumi
    • 한국농업기계학회:학술대회논문집
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    • 한국농업기계학회 2000년도 THE THIRD INTERNATIONAL CONFERENCE ON AGRICULTURAL MACHINERY ENGINEERING. V.II
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    • pp.287-294
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    • 2000
  • Calculation of the flexural rigidity value (EI) is indispensable for prescription of deflection characteristics of crop stalks in harvesting□Conventionally□EI has been determined by either average EI of the whole stalk or average EI of each stems divided into node through the calculation method of cantilever with homogeneous section□However□deflection characteristics of crop stalks caused by mechanical operation such as combine harvester were not exactly presumed by these conventional EI through the experiment by authors. Further, actual EI of a stalk changes in company with a change of moisture contents as time passes during the experiment. Finally, efficient calculation method for determining EI is needed in order to improve these problems. In this study, mechanical model based on actual structure of the crop stalk with variety sectional area was proposed. This mechanical model is calculated by the theory of cantilever with continuous stages. Therefore, improvement of both calculating accuracy on EI and efficiency of measuring system was tried. At first, this calculation method was applied to piano wire of which EI was recognized in advance. As a result, EI calculated from this new method coincided approximately with piano wire's EI. Next, applying to crop stalks as same as piano wire, relationship between loads acting on crop stalks and deflection values calculated by EI using this new calculation method was exactly presumed in comparison with conventional method. Further, measuring time of deflection test was greatly reduced. Finally, new calculation method of EI will be available for estimating mechanical characteristics of so many kinds of crop stalks in harvesting operation. Further, in this study, new deflection test using image-processing apparatus by computer will be introduced.

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Improvement of soft clay at a site in the Mekong Delta by vacuum preloading

  • Quang, N.D.;Giao, P.H.
    • Geomechanics and Engineering
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    • 제6권5호
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    • pp.419-436
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    • 2014
  • Soil improvement by preloading with PVD in combination with vacuum is helpful when a considerable load is required to meet the desired rate of settlement in a relative short time. To facilitate the vacuum propagation, vertical drains are usually employed in conjunction. This ground improvement method is more and more applied in the Mekong delta of Vietnam to meet the needs of fast infrastructure development. This paper reports on a pilot test that was carried out to investigate the effect of ground improvement by vacuum and PVD on the rate of consolidation at the site of Saigon International Terminals Vietnam (SITV) in Ba Ria-Vung Tau Province, Viet Nam. Three main aspects of the test will be presented, and namely, instrumentation and field monitoring program, calculation of consolidation settlement and back-analysis of soil properties to see the difference before and after ground improvement.

CFDS 코드의 효율성 개선 (Efficiency Enhancement of CFDS Code)

  • 김재관;이정일;김종암;홍승규;이황섭;안창수
    • 한국전산유체공학회:학술대회논문집
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    • 한국전산유체공학회 2005년도 춘계 학술대회논문집
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    • pp.123-127
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    • 2005
  • The numerical analyses of the complicated flows are widely attempted in these days. Because of the enormous demanding memory and calculation time, parallel processing is used for these problems. In order to obtain calculation efficiency, it is important to choose proper domain decomposition technique and numerical algorithm. In this research we enhanced the efficiency of the CFDS code developed by ADD, using parallel computation and newly developed numerical algorithms. For the huge amount of data transfer between blocks non-blocking method is used, and newly developed data transfer algorithm is used for non-aligned block interface. Recently developed RoeM scheme is adpoted as a spatial difference method, and AF-ADI and LU-SGS methods are used as a time integration method to enhance the convergence of the code. Analyses of the flows around the ONERA M6 wing and the high angle of attack missile configuration are performed to show the efficiency improvement.

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분산 감소 기법에 의한 몬테칼로 선량 계산 효율 평가 (Application of Variance Reduction Techniques for the Improvement of Monte Carlo Dose Calculation Efficiency)

  • 박창현;박성용;박달
    • 한국의학물리학회지:의학물리
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    • 제14권4호
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    • pp.240-248
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    • 2003
  • 몬테칼로 계산은 다른 어떤 알고리즘보다 정확한 선량 계산 결과를 주지만 계산 시간이 오래 걸리는 단점이 있다. 본 연구에서는 Varian 600 C/D 선형가속기로부터지 6 MV 광자선에 대해 몬테칼로 계산을 사용하여 얻은 선량 분포가 측정에 의해 얻은 선량 분포와 2% 이내에서 서로 잘 일치하도록 하며 분산 감소 기법을 사용하여 계산 시간 단축 정도를 평가하였다. 그리고 연산 능력을 높여 계산 시간 단축 정도를 평가하여 분산 감소 기법을 사용한 경우와 연산 능력을 높인 경우 간에 계산 시간 단축 정도를 비교하였다. 몬테칼로 계산 코드로는 빔 모사를 위해 BEAMnrc 코드, 선량 계산을 위해 DOSXYZnrc 코트를 각각 사용하였는데 분산 감소 기법은 이 코드들에서 지원하는 방법들을 사용하였고 연산 능력을 높이는 방법으로는 컴퓨터 클러스터를 이용한 병렬 처리를 사용하였다. 비교 결과, 분산 감소 기법을 사용하여 계산 시간을 최대 1/25 이상 단축시킬 수 있었고 9대의 컴퓨터를 이용한 병렬 처리 결과 계산 시간을 1/9로 단축시킬 수 있었다. 계산 곁과의 정확성을 만족할 만한 수준으로 유지할 수 있다면 분산감소 기법을 포함한 간략화된 물리의 적용은 현 시점에서 몬테칼로 선량 계산 시간을 획기적으로 단축시킬 대안이 될 수 있다.

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임상진단을 위한 근신호 분리의 속도 개선 (Speed improvement of EMG signal decomposition for clinical diagnosis)

  • 김규학;김종원;김근섭;조일준;이진;김성환
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1990년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 26-27 Oct. 1990
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    • pp.559-563
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    • 1990
  • A new speed improvement method for quantitative superimposed EMG signal analysis to diagnose the neuromuscular dysfunction is described. The improvement is achieved through the use of efficient software and hardware signal processing techniques. The software approch is composed of the MANDF filter and HRWA algorithm which provides the optimal set and time delays of-selected templates. The hardware employs a TMS32OC25 DSP chip to execute the intensive calculation part. The purposed method is verified through a simulation with real templates which are obtained from needle EMG. As a results, the proposed method provides an overall speed improvement of 32-40 times.

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무기체계 RAM 목표값 설정 관련 개선방안 고찰 (A Study on the Improvement of RAM Objective Considering Method for Weapon System)

  • 황경환;허장욱
    • 한국신뢰성학회지:신뢰성응용연구
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    • 제17권2호
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    • pp.150-158
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    • 2017
  • Purpose: The RAM objective is a very important factor that has a great effect on the improvement of the operation ration during the operation maintenance and the reduction of the life cycle cost. It is used as a design criterion during the system development, and its sufficiency should be evaluated during its test evaluation. Method: This study analyzed the cases related to RAM objective setting and suggested the improvement measures. Result: The base data for RAM objective is OMS/MP, which needs to be drawn up under the supervision of the requirement military, and a high-accuracy operating availability should be set through ALDT calculation which reflects the military logistics support environment. In addition, data collection necessary for RAM objective and RAM analysis should be made by supplementing the input data of DELIIS. Conclusion: This study suggests improvement of RAM objective considering for the weapon system.

설계강우의 지속시간 및 시간분포에 따른 배수개선 농경지 침수 영향 분석 (Effects of Duration and Time Distribution of Probability Rainfall on Paddy Fields Inundation)

  • 전상민;김귀훈;이현지;강기호;유승환;최진용;강문성
    • 한국농공학회논문집
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    • 제64권2호
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    • pp.47-55
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    • 2022
  • The objective of this study was to analyze the effect of the duration and time distribution of probability rainfall on farmland inundation for the paddy fields in the drainage improvement project site. In this study, eight drainage improvement project sites were selected for inundation modeling. Hourly rainfall data were collected, and 20- and 30-year frequency probability rainfalls were estimated for 14 different durations. Probability rainfalls were distributed using Intensity-Duration-Frequency (IDF) and Huff time distribution methods. Design floods were calculated for 48 hr and critical duration, and IDF time distribution and Huff time distribution were used for 48 hr duration and critical duration, respectively. Inundation modeling was carried out for each study district using 48 hr and critical duration rainfalls. The result showed that six of the eight districts had a larger flood discharge using the method of applying critical duration and Huff distribution. The results of inundation depth analysis showed similar trends to those of design flood calculations. However, the inundation durations showed different tendencies from the inundation depth. The IDF time distribution is a distribution in which most of the rainfall is concentrated at the beginning of rainfall, and the theoretical background is unclear. It is considered desirable to apply critical duration and Huff time distribution to agricultural production infrastructure design standards in consideration of uniformity with other design standards such as flood calculation standard guidelines.