• 제목/요약/키워드: Estimation error analysis

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지수형과 로그형 위험함수 학습효과에 근거한 NHPP 소프트웨어 신뢰성장모형에 관한 비교연구 (The Comparative Study of NHPP Software Reliability Model Exponential and Log Shaped Type Hazard Function from the Perspective of Learning Effects)

  • 김희철
    • 디지털산업정보학회논문지
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    • 제8권2호
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    • pp.1-10
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    • 2012
  • In this study, software products developed in the course of testing, software managers in the process of testing software test and test tools for effective learning effects perspective has been studied using the NHPP software. The finite failure nonhomogeneous Poisson process models presented and the life distribution applied exponential and log shaped type hazard function. Software error detection techniques known in advance, but influencing factors for considering the errors found automatically and learning factors, by prior experience, to find precisely the error factor setting up the testing manager are presented comparing the problem. As a result, the learning factor is greater than autonomous errors-detected factor that is generally efficient model could be confirmed. This paper, a failure data analysis of applying using time between failures and parameter estimation using maximum likelihood estimation method, after the efficiency of the data through trend analysis model selection were efficient using the mean square error and coefficient of determination.

능동 소음 제어를 위한 Filtered-x 최소평균사승 알고리듬 및 수렴 특성에 관한 연구 (The Filtered-x Least Mean Fourth Algorithm for Active Noise Control and Its Convergence Analysis)

  • 이강승;이재천;윤대희
    • 전자공학회논문지B
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    • 제32B권11호
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    • pp.1506-1516
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    • 1995
  • In this paper, we propose the filtered-x least mean fourth (FXLMF) algorithm where the error raised to the power of four is minimized and analyze its convergence behavior for a multiple sinusoidal acoustic noise and Gaussian measurement noise. Application of the FXLMF adaptive filter to active noise control requires to estimate the transfer characteristics of the acoustic path between the output and the error signal of the adaptive controller. The results of the convergence analysis of the FXLMF algorithm indicate that the effects of the parameter estimation inaccuracy on the convergence behavior of the algorithm are characterized by two distinct components : Phase estimation error and estimated gain. In particular, the convergence is shown to be strongly affected by the accuracy of the phase response estimate. Also, we newly show that the convergence behavior can differ depending on the relative sizes of the Gaussian noise and the convergence constant.

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Filtered-x 최소평균사승 능동 소음 제어기 수렴분석 (Convergence Analysis of a Filtered-x Least Mean Fourth Active Noise Controller)

  • 이강승
    • 한국음향학회:학술대회논문집
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    • 한국음향학회 1998년도 학술발표대회 논문집 제5권
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    • pp.80-83
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    • 1998
  • In this paper, we propose a new filtered-x least mean fouth (LMF) algorithm where the error raised to the power of four is minimized and analyze its convergence behavior or a multiple sinusoidal acoustic noise and Gaussian measurement noise. Application of the filtered-x LMF adaptive filter to active noise cancellation (ANC) requires estimating of the transfer characteristic of the acoustic path between the ouput and error signal of the adaptive canceller. The results of the convergence analysis of the filtered-x LMF algorithm indicates that the effects of the parameter estimation inaccuracy on the convergence behavior of the algorithm are characterized by two distinct component . Phase estimation error and estimated again. In particular , the convergence is shown to be strongly affected by the accuracy of the phase response estimate. Also, we newly show that convergence behavior can differ depending on the relative sizes of the Gaussian measurement noise and convergence constant.

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다공매체를 통과하는 유동문제의 유한요소해석과 부분해석후 오차계산 (Finite Element Analysis and Local a Posteriori Error Estimates for Problems of Flow through Porous Media)

  • 이춘열
    • 대한기계학회논문집A
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    • 제21권5호
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    • pp.850-858
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    • 1997
  • A new a posteriori error estimator is introduced and applied to variational inequalities occurring in problems of flow through porous media. In order to construct element-wise a posteriori error estimates the global error is localized by a special mixed formulation in which continuity conditions at interfaces are treated as constraints. This approach leads to error indicators which provide rigorous upper bounds of the element errors. A discussion of a compatibility condition for the well-posedness of the local error analysis problem is given. Two numerical examples are solved to check the compatibility of the local problems and convergence of the effectivity index both in a local and a global sense with respect to local refinements.

면적평균강우량 산정을 통한 강우관측망 평가 및 추정오차 (Evaluation of Raingauge Network using Area Average Rainfall Estimation and the Estimation Error)

  • 이지호;전환돈
    • 한국습지학회지
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    • 제16권1호
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    • pp.103-112
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    • 2014
  • 면적평균강우량의 산정은 가용 수자원의 정확한 양을 파악하고 강우-유출해석에 필수적인 입력자료이기 때문에 매우 중요하다. 이와 같은 면적평균강우량의 정확한 산정을 위한 필수적인 조건은 강우관측망의 균일한 공간적 분포이다. 본 연구에서는 보다 향상된 유역 면적평균강우량 산정을 위한 강우관측망의 공간분포 평가방법론을 제시하고, 이를 한강 및 금강 유역에 적용하였다. 강우관측소의 공간적 분포 특성은 최근린 지수(nearest neighbor index)를 이용하여 정량화하였다. 유역별 강우관측소의 공간적 분포가 면적평균강우량 산정에 미치는 영향을 평가하기 위하여 2013년의 강우사상에 대해 산술평균법, 티센가중법, 추정이론을 이용하여 면적평균강우량을 산정하고 각 경우에 대해 추정오차를 평가하였다. 그 결과 공간분포가 우수한 유역은 면적평균강우량의 추정오차가 상대적으로 작으며, 반대로 공간분포가 왜곡된 유역의 경우는 상대적으로 추정오차가 큼을 확인하였다.

Improved Receding Horizon Fourier Analysis for Quasi-periodic Signals

  • Kwon, Bo-Kyu;Han, Soohee;Han, Sekyung
    • Journal of Electrical Engineering and Technology
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    • 제12권1호
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    • pp.378-384
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    • 2017
  • In this paper, an efficient short-time Fourier analysis method for the quasi-periodic signals is proposed via an optimal fixed-lag finite impulse response (FIR) smoother approach using a receding horizon scheme. In order to deal with time-varying Fourier coefficients (FCs) of quasi-periodic signals, a state space model including FCs as state variables is augmented with the variants of FCs. Through an optimal fixed-lag FIR smoother, FCs and their increments are estimated simultaneously and combined to produce final estimates. A lag size of the optimal fixed-lag FIR smoother is chosen to minimize the estimation error. Since the proposed estimation scheme carries out the correction process with the estimated variants of FCs, it is highly probable that the smaller estimation error is achieved compared with existing approaches not making use of such a process. It is shown through numerical simulation that the proposed scheme has better tracking ability for estimating time-varying FCs compared with existing ones.

유한요소해석(FEA)에서의 Error-estimation에 관한 연구

  • 박종권;김동권;성활경
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 1995년도 춘계학술대회 논문집
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    • pp.603-607
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    • 1995
  • Static and dynamic response of a mechanical system can be easily and readily obtained using an approximate method such as the Finite Element Method. However, FE solution cannot be totally trusted, since there are many numerical uncertainies inherent in an FE analysis. FE solution error can be estimated based on FE analysis result. Error estimator shows the quality of the FE solution, and helps FE users to enhance the accuracy of the FE solution.

저주파진동 해석을 위한 다구간 파라미터 추정 방법 (A Parameter Estimation Method of Multiple Time Interval for Low Frequency Oscillation Analysis)

  • 심관식;김상태;최준호;남해곤;안선주
    • 전기학회논문지
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    • 제63권7호
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    • pp.875-882
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    • 2014
  • In this paper, we propose a new parameter estimation method that can deal with the data of multiple time intervals simultaneously. If there are common modes in the multiple time intervals, it is possible to create a new polynomial by summing the coefficients of the prediction error polynomials of each time interval. By calculating the roots of the new polynomial, it is possible to estimate the common modes that exist in each time interval. The accuracy of the proposed parameter estimation method has been proven by using appropriate test signals.

RMS 모델 오차 효과를 이용한 도래각 스펙트럼에 관한 연구 (A study on Angle Spectrum of Arrival using RMS Model Errors Effects)

  • 가관우;함성민;이관형
    • 한국정보전자통신기술학회논문지
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    • 제6권3호
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    • pp.148-151
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    • 2013
  • 모델 오차 효과 및 민감도 분석을 사용하여 도래 방향 추정의 새로운 방법을 제시한다. 원하는 신호가 모델 오차 교정 효과를 통해 간섭을 제거한 후 얻어지게 되므로 추정에 있어서 채널 간섭 영향이 크게 줄어들게 된다. 모의실험을 통해 본 연구에서 제안된 방법이 기존의 방법에 비해 분해능과 정확성 추정이 향상되었음을 입증하였다.

Impact by Estimation Error of Hourly Horizontal Global Solar Radiation Models on Building Energy Performance Analysis on Building Energy Performance Analysis

  • Kim, Kee Han;Oh, John Kie-Whan
    • KIEAE Journal
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    • 제14권2호
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    • pp.3-10
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    • 2014
  • Impact by estimation error of hourly horizontal global solar radiation in a weather file on building energy performance was investigated in this study. There are a number of weather parameters in a given weather file, such as dry-bulb, wet-bulb, dew-point temperatures; wind speed and direction; station pressure; and solar radiation. Most of them except for solar radiation can be easily obtained from weather stations located on the sites worldwide. However, most weather stations, also including the ones in South Korea, do not measure solar radiation because the measuring equipment for solar radiation is expensive and difficult to maintain. For this reason, many researchers have studied solar radiation estimation models and suggested to apply them to predict solar radiation for different weather stations in South Korea, where the solar radiation is not measured. However, only a few studies have been conducted to identify the impact caused by estimation errors of various solar radiation models on building energy performance analysis. Therefore, four different weather files using different horizontal global solar radiation data, one using measured global solar radiation, and the other three using estimated global solar radiation models, which are Cloud-cover Radiation Model (CRM), Zhang and Huang Model (ZHM), and Meteorological Radiation Model (MRM) were packed into TRY formatted weather files in this study. These were then used for office building energy simulations to compare their energy consumptions, and the results showed that there were differences in the energy consumptions due to these four different solar radiation data. Additionally, it was found that using hourly solar radiation from the estimation models, which had a similar hourly tendency with the hourly measured solar radiation, was the most important key for precise building energy simulation analysis rather than using the solar models that had the best of the monthly or yearly statistical indices.