• 제목/요약/키워드: regression line

검색결과 765건 처리시간 0.023초

등장성운동 시 근전도 신호의 중앙주파수 분석을 통한 근피로지수 검출에 관한 연구 (The Study of Muscle Fatigue Index Searching in terms of Median Frequency Analysis of EMG Signals during Isotonic Exercise)

  • 홍수용;이성호;윤형로;조상현
    • 대한의용생체공학회:의공학회지
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    • 제24권3호
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    • pp.175-181
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    • 2003
  • 근피로 연구는 주로 등척성(isometric)운동에서 수행되었고 등장성(isotonic)운동에서 얻은 근전도 신호는 통제하기 힘든 잡음이 많아 등척성운동에서 사용된 주파수분석기법을 동일하게 적용하였을 때 신뢰할만한 중앙주파수 자료와 근피로 판정용 변수를 구하는데 어려움이 있었다 이에 본 연구에서는 등장성운동에서 측정한 근전도신호의 중앙주파수 검출방법에 따른 근피로 판정 변수들의 차이를 비교해 보고자 하였다 이를 위해 동일한 근전도신호를 가지고 FFT 수행간격과 연속적인 FFT구간의 중첩비율을 다르게 하여 중앙주파수를 검출하고 이들의 선형회귀직선을 구하여 회귀직선상의 변수인 초기중앙주파수, 기울기. 근피로지수를 비교한 결과, 초기중앙주파수의 경우 FFT 수행간격이 넓을수록 조금씩 상승하는 것으로 나타났고, 기울기의 경우 FFT 수행간격이 넓을수록 중첩구간이 적을수록 기울기의 감소경향이 뚜렷하게 나타났다. 근피로지수의 경우는 특정 FFT 수행간격에서 가장 높은 수치를 나타냈다

알루미늄 레이저 용접에서 용접부 성형성 평가와 성형성 예측 모델 개발에 대한 연구 (Weld Formability Evaluation and Formability Estimation Model Development in Aluminum Laser Welding)

  • 박영환
    • 한국레이저가공학회지
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    • 제13권3호
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    • pp.7-12
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    • 2010
  • In this study, laser welding of aluminum AA5182 with AA5356 filler wire was carried out and the formability of the weld joint was evaluated through Erichsen test according to laser power, welding speed and wire feed rate. Fracture was occurred in both directions, perpendicular and parallel to the weld line at 0.75 of Erichsen ratio. Second order Regression model to estimate Erichsen ratio with experimental variables was proposed and the performance of model was evaluated with F-test and average error rate.

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Real-time Aircraft Parameter Estimation using LWR

  • Song,Yongkyu;Hong, Sung-Kyung
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2001년도 ICCAS
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    • pp.141.4-141
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    • 2001
  • In this paper the Local Weighted Regression LWR technique is applied to the estimation of aircrcraft parameters. The method consists In improving the Local Weighted Regression LWR technique by adding a data Retention-and-Deletion RD strategy. The improvement comes with reduced computational effort since the two techniques can share their main computational procedures. The purpose of the study was to establish if the proposed algorithm could provide fast and reliable real-time estimations, with accuracy comparable to other well-known off-line identification schemes. The algorithm was tested using specific parameter estimation maneuvers and flight data of the NASA F/A-18 HARV. The results were compared with both the estimation obtained from ...

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소양호 지류하천의 비점오염원 유출특성에 관한 연구 (A Study on the Out Flow Characteristics of Non-Point Source Pollution in the Branch River of So-yang Lake)

  • 최한규;최창호;박수진
    • 산업기술연구
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    • 제29권B호
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    • pp.199-205
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    • 2009
  • This study selected Naerin Stream, Inbuk Stream and Buk Stream, branch rivers of Soyang Dam, also area of highland agriculture as test sites and measured flow and water quality, particularly eutrophication factors (BOD, COD, T-N, and T-P) in precipitation season and non precipitation season for a year, 2008. Based on the result, the study examined the change in water quality in relation to flow, and created flow discharged - pollution loads regression line by estimating pollution loads flowed from each branch river. And the study calculated annual pollution discharge loads for unit area and proposed regression equation on it by using regression analysis.

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SVM Regression을 이용한 PMSM의 속도 추정 (Speed Estimation of PMSM Using Support Vector Regression)

  • 한동창;백운재;김성락;김한길;심준홍;박광원;이석규;박정일
    • 제어로봇시스템학회논문지
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    • 제11권7호
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    • pp.565-571
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    • 2005
  • We present a novel speed estimation of a Permanent Magnet Synchronous Motor(PMSM) based on Support Vector Regression(SVR). The proposed method can estimate wide speed range, including 0.33Hz with full load, accurately in the steady and transient states where motor parameters variations are known without parameter estimator. Moreover, the method does not need offline training previously but is trained on-line. The training starts with the PMSM operation simultaneously and estimates the speed in real time. The experimental results shows the validity and the usefulness of the proposed algorithm for the 0.4Kw PMSM DSP(TMS320VC33) drive system.

Some Remarks on the Likelihood Inference for the Ratios of Regression Coefficients in Linear Model

  • Kim, Yeong-Hwa;Yang, Wan-Yeon;Kim, M.J.;Park, C.G.
    • Journal of the Korean Data and Information Science Society
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    • 제15권1호
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    • pp.251-261
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    • 2004
  • The paper focuses primarily on the standard linear multiple regression model where the parameter of interest is a ratio of two regression coefficients. The general model includes the calibration model, the Fieller-Creasy problem, slope-ratio assays, parallel-line assays, and bioequivalence. We provide an orthogonal transformation (cf. Cox and Reid (1987)) of the original parameter vector. Also, we give some remarks on the difficulties associated with likelihood based confidence interval.

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강판의 선상가열시 변형량 예측모델의 개발 (Development of Deformation Predicting Model for Line Heating of Steel Plates)

  • 이동용;이주성
    • 한국해양공학회:학술대회논문집
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    • 한국해양공학회 2003년도 추계학술대회 논문집
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    • pp.121-126
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    • 2003
  • This paper is concerns with the development of the formulae to predict deformation of curved plate due to line heating. For this purpose thermal elasto-plastic analysis has been carried out for both flat and curved plate models with varying parameters which affect the result of line heating. based on the results of numerical analysis, the formulae for predicting angular deformation has been derived through the regression analysis, which. It has been seen that the present model well agrees with the numerical analysis results and can reflect the curvature effect of plate to be heated. This paper ends with some comments on this formulae.

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지식은폐의도와 지식전이의도의 영향요인에 관한 실증분석 -공기업 현장근로자와 사무실근로자의 비교분석- (Empirical study of the intention of knowledge hiding and knowledge transfer -A comparative analysis of front-line workers and office workers in a public enterprise-)

  • 김남열;전현규;김민용
    • 지식경영연구
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    • 제18권3호
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    • pp.37-62
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    • 2017
  • Most of the managers know that knowledge sharing has to be precede to create knowledge which has competitive advantage of organizations. Until now the study on knowledge management placed emphasis on knowledge creation and knowledge sharing but there is few study on knowledge hiding. This study investigates the factors implicate on knowledge hiding intention and knowledge transfer intention of front-line workers and office workers and the implication on job performance of knowledge hiding intention and knowledge transfer intention. We collected sample data from 100 front-line workers and 250 office workers and verified hypotheses using Multiple Linear Regression. The result described that factors affect active and passive knowledge hiding intentions and factors affect knowledge hiding intentions of front-line workers and office workers are different.

강판의 선상가열시 변형량 예측 모델의 개발 (Development of Deformation Predicting Model for Line Heating of Steel Plates)

  • 임동용;이주성
    • 대한조선학회 특별논문집
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    • 대한조선학회 2005년도 특별논문집
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    • pp.177-184
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    • 2005
  • This paper is concerns with the development of the formulae to predict deformation of curved plate due to line heating. For this purpose thermal elasto-plastic analysis has been carried out for both flat and curved plate models with varying parameters which affect the result of line heating. based on the results of numerical analysis, the formulae for predicting angular deformation has been derived through the regression analysis, which. It has been seen that the present model well agrees with the numerical analysis results and can reflect the curvature effect of plate to be heated. This paper ends with some comments on this formulae.

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