• 제목/요약/키워드: Probability theory

검색결과 689건 처리시간 0.024초

이산화 오차를 고려한 ZCP 추정방법과 고속 BLDC 센서리스 구동에 관한 연구 (A Study of the ZCP Estimation Methods considering Discretization Error and High Speed BLDC Sensorless Drive)

  • 서은정;손정원;선우명호;이우택
    • 한국자동차공학회논문집
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    • 제22권1호
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    • pp.95-102
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    • 2014
  • This paper presents zero crossing point(ZCP) estimation methods considering discretization error for a high speed brushless DC(BLDC) motor drive. The ZCP is estimated by detecting the change of back-EMF polarity for the BLDC sensorless drive, and the discretization error exist on the estimated ZCP. The discretization error of the ZCP is a cause of the delay of a commutation timing of current and increment of a current ripple factor. Besides a delay of a ZCP estimation brings on the limitation of a speed range for the BLDC sensorless drive. The compensation method based on the error analysis with probability theory for reducing the effects of the discretization error of the ZCP is proposed. Also a ZCP estimation method according to the Back-EMF patterns is proposed to widen the speed range for the BLDC sensorless drive. The proposed methods are verified by the experiment.

Bayes 결정이론에 기반을 둔 능동카메라 환경에서의 이동 물체의 검출 및 추적 (Moving Object Tracking in Active Camera Environment Based on Bayes Decision Theory)

  • 배수현;강문기
    • 방송공학회논문지
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    • 제4권1호
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    • pp.22-31
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    • 1999
  • 이동물체 추적 시스템은 감시, 방송, 영상회의 등의 시스템에 관한 품질 및 처리 효율을 개선시킨다. 본 논문에서는 능동 카메라 환경에서 이동물체의 검출 및 추적을 위한 개선된 bayes 결정이론을 제안한다. 제안한 시스템은 손실함수를 최소화 하는 최적의 패턴 클래스를 선택할 수 있도록 결정함수를 제공해주는 bayes 결정이론에 기반을 둔다. bayes 결정은 연속적인 영상을 통계적으로 분석하고, 능동카메라 환경에서 물체와 배경에 맞게 각 픽셀에 존재하는 pdf를 재구성 함으로써 이동 물체의 영역을 찾아낸다. 제안된 방법에 의해 만들어진 시스템은 능동카메라 환경에서 이동물체의 영역을 명확하게 찾아내고 그 영역을 표시함을 실험결과를 통해 알 수 있다. 본 논문에서는 제안된 방법과 기존의 방법들을 성능면에서 비교함으로서, 제안된 시스템이 정확하고, 노이즈에 대한 대처능력이 우수함을 알 수 있다.

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렌즈에서 투과된 광의 시감도 추정 방법 (Luminous efficiency's estimation method of transmitted light in lenses)

  • 김용근
    • 한국안광학회지
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    • 제8권2호
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    • pp.163-168
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    • 2003
  • 광의 세기에 따라 눈의 시감효율은 추상체와 간상체에 의해 파장에 따라 2개의 함수로 이루어진다. 광자에 대한 추상체-간상체의 반응확률을 이용하여 $P{\lambda}=A{\cdot}e^{-({\lambda}-{\lambda}_u)^2/2W^2}$의 분포함수 수식을 유도하였다. 이 식은 파장에 따른 CIE의 눈의 시감효율 곡선에 잘 적용되었다. 눈앞에 렌즈가 있는 경우 시감도는 보정 되어야 한다. 렌즈를 투과할 광은 흡수 파장에 의존하고, 최종 시감도는 추정방법은 시감도와 렌즈의 투과율 세기의 곱으로 표현된다. $$Pf({\lambda})=T({\lambda}){\cdot}P({\lambda})$$. 브라운 칼라 렌즈에 대해 시감도인 photopic과 scotopic 적용하였다.

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Statistical division of compressive strength results on the aspect of concrete family concept

  • Jasiczak, Jozef;Kanoniczak, Marcin;Smaga, Lukasz
    • Computers and Concrete
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    • 제14권2호
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    • pp.145-161
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    • 2014
  • The article presents the statistical method of grouping the results of the compressive strength of concrete in continuous production. It describes the method of dividing the series of compressive strength results into batches of statistically stable strength parameters at specific time intervals, based on the standardized concept of "concrete family". The article presents the examples of calculations made for two series of concrete strength results, from which sets of decreased strength parameters were separated. When assessing the quality of concrete elements and concrete road surfaces, the principal issue is the control of the compressive strength parameters of concrete. Large quantities of concrete mix manufactured in a continuous way should be subject to continuous control. Standardized approach to assessing the concrete strength proves to be insufficient because it does not allow for the detection of subsets of the decreased strength results, which in turn makes it impossible to make adjustments to the concrete manufacturing process and to identify particular product or area on site with decreased concrete strength. In this article two independent methods of grouping the test results of concrete with statistically stable strength parameters were proposed, involving verification of statistical hypothesis based on statistical tests: Student's t-test and Mann - Whitney - U test.

Elastic modulus in large concrete structures by a sequential hypothesis testing procedure applied to impulse method data

  • Antonaci, Paola;Bocca, Pietro G.;Sellone, Fabrizio
    • Structural Engineering and Mechanics
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    • 제26권5호
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    • pp.499-516
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    • 2007
  • An experimental method denoted as Impulse Method is proposed as a cost-effective non-destructive technique for the on-site evaluation of concrete elastic modulus in existing structures: on the basis of Hertz's quasi-static theory of elastic impact and with the aid of a simple portable testing equipment, it makes it possible to collect series of local measurements of the elastic modulus in an easy way and in a very short time. A Hypothesis Testing procedure is developed in order to provide a statistical tool for processing the data collected by means of the Impulse Method and assessing the possible occurrence of significant variations in the elastic modulus without exceeding some prescribed error probabilities. It is based on a particular formulation of the renowned sequential probability ratio test and reveals to be optimal with respect to the error probabilities and the required number of observations, thus further improving the time-effectiveness of the Impulse Method. The results of an experimental investigation on different types of plain concrete prove the validity of the Impulse Method in estimating the unknown value of the elastic modulus and attest the effectiveness of the proposed Hypothesis Testing procedure in identifying significant variations in the elastic modulus.

Stochastic thermo-mechanically induced post buckling response of elastically supported nanotube-reinforced composite beam

  • Chaudhari, Virendra Kumar;Shegokar, Niranjan L.;Lal, Achchhe
    • Advances in aircraft and spacecraft science
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    • 제4권5호
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    • pp.585-611
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    • 2017
  • This article covenants with the post buckling witticism of carbon nanotube reinforced composite (CNTRC) beam supported with an elastic foundation in thermal atmospheres with arbitrary assumed random system properties. The arbitrary assumed random system properties are be modeled as uncorrelated Gaussian random input variables. Unvaryingly distributed (UD) and functionally graded (FG) distributions of the carbon nanotube are deliberated. The material belongings of CNTRC beam are presumed to be graded in the beam depth way and appraised through a micromechanical exemplary. The basic equations of a CNTRC beam are imitative constructed on a higher order shear deformation beam (HSDT) theory with von-Karman type nonlinearity. The beam is supported by two parameters Pasternak elastic foundation with Winkler cubic nonlinearity. The thermal dominance is involved in the material properties of CNTRC beam is foreseen to be temperature dependent (TD). The first and second order perturbation method (SOPT) and Monte Carlo sampling (MCS) by way of CO nonlinear finite element method (FEM) through direct iterative way are offered to observe the mean, coefficient of variation (COV) and probability distribution function (PDF) of critical post buckling load. Archetypal outcomes are presented for the volume fraction of CNTRC, slenderness ratios, boundary conditions, underpinning parameters, amplitude ratios, temperature reliant and sovereign random material properties with arbitrary system properties. The present defined tactic is corroborated with the results available in the literature and by employing MCS.

집단지성과 성과창출을 위한 통합적 개념틀 검토 (An Integrative Framework for Creating Collective Intelligence and Enhancing Performance)

  • 추철호;류수영
    • 지식경영연구
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    • 제19권3호
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    • pp.173-187
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    • 2018
  • This study was aimed at suggesting an integrative framework for creating collective intelligence and enhancing group performance after reviewing previous studies including those related to learning organizations, organizational learning, knowledge management, and collective intelligence. In the first, we examined that the similarities and differences between collective intelligence and other similar concepts, such as learning organizations, organizational learning, and knowledge management. Next, an integrative framework for creating collective intelligence and channeling it into strong group performance were suggested. In this process, we reviewed conditions for creating collective intelligence and segmented the major variables as expectancy, valence, and instrumentality, according to Vroom's (1964) expectancy theory. Characteristics of problems and the roles of leaders were respectively considered as valence for inducing collaboration and expectancy for managing probability to achieve goals. Instrumental factors were also adopted from conditions for creating group intelligence suggested from several researchers, such as creativity, openness, willingness for working together, horizontal communication, centralization in decision making, and building effective information and communication technology system and active usage of it. We discussed two potentially disputable matters about the scope and level of collective intelligence and group performance and suggest several theoretical and practical implications in the Discussion.

초음파 센서를 이용한 거리 기반 인증 시스템의 설계 및 분석 (Design and Analysis of an Authentication System based on Distance Estimation using Ultrasonic Sensors)

  • 박진오;이문규;임철수
    • 한국정보과학회논문지:시스템및이론
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    • 제36권2호
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    • pp.94-101
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    • 2009
  • 본 논문에서는 거리 확인 및 공유 키 기반의 challenge-response를 통하여 사용자를 인증하는 인증 시스템을 제안한다. 인증장치는 전파와 초음파 신호의 도달시간의 차를 이용하여 사용자가 소유한 인중토큰이 유효 거리 이내에 있는지 확인하는 동시에, 인증장치가 송신한 challenge에 대해 인증토큰이 키를 기반으로 정확한 응답을 보내는지를 확인한다. 본 논문에서는 이와 같은 인증시스템을 실제로 구현하고 인증장치와 인증토큰의 초음파 센서 방향과 위치의 변화에 따른 인증 성공률을 분석하였다. 실험 결과에 따르면 인증장치와 인증토큰의 방향이 크게 어긋나 있지 않은 상황에서는 대부분 100%에 가까운 인증 성공률을 보임을 확인할 수 있었다.

Permeability-increasing effects of hydraulic flushing based on flow-solid coupling

  • Zhang, Jiao;Wang, Xiaodong
    • Geomechanics and Engineering
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    • 제13권2호
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    • pp.285-300
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    • 2017
  • Shallow coal resources are increasingly depleted, the mining has entered the deep stage. Due to "High stress, high gas, strong adsorption and low permeability" of coal seam, the gas drainage has become more difficult and the probability of coal and gas outburst accident increases. Based on the flow solid coupling theory of coal seam gas, the coupling model about stress and gas seepage of coal seam was set up by solid module and Darcy module in Comsol Multiphysics. The gas extraction effects were researched after applying hydraulic technology to increase permeability. The results showed that the effective influence radius increases with the expanded borehole radius and drainage time, decreases with initial gas pressure. The relationship between the effective influence radius and various factors presents in the form: $y=a+{\frac{b}{\left(1+{(\frac{x}{x_0})^p}\right)}}$. The effective influence radius with multiple boreholes is obviously larger than that of the single hole. According to the actual coal seam and gas geological conditions, appropriate layout way was selected to achieve the best effect. The field application results are consistent with the simulation results. It is found that the horizontal stress plays a very important role in coal seam drainage effect. The stress distribution change around the drilling hole will lead to the changes in porosity of coal seam, further resulting in permeability evolution and finally gas pressure distribution varies.

Three-dimensional limit analysis of seismic stability of tunnel faces with quasi-static method

  • Zhang, B.;Wang, X.;Zhang, J.S.;Meng, F.
    • Geomechanics and Engineering
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    • 제13권2호
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    • pp.301-318
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    • 2017
  • Based on the existing research results, a three-dimensional failure mechanism of tunnel face was constructed. The dynamic seismic effect was taken into account on the basis of quasi-static method, and the nonlinear Mohr-Coulomb failure criterion was introduced into the limit analysis by using the tangent technique. The collapse pressure along with the failure scope of tunnel face was obtained through nonlinear limit analysis. Results show that nonlinear coefficient and initial cohesion have a significant impact on the collapse pressure and failure zone. However, horizontal seismic coefficient and vertical seismic proportional coefficient merely affect the collapse pressure and the location of failure surface. And their influences on the volume and height of failure mechanism are not obvious. By virtue of reliability theory, the influences of horizontal and vertical seismic forces on supporting pressure were discussed. Meanwhile, safety factors and supporting pressures with respect to 3 different safety levels are also obtained, which may provide references to seismic design of tunnels.