• Title/Summary/Keyword: 이동 평균법

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A study on the behaviors of chatter in milling operation (밀링가공시의 채터현상 연구)

  • Kim, Y.K.;Yoon, M.C.;Ha, M.K.;Sim, S.B.
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.1 no.1
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    • pp.123-132
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    • 2002
  • In this study, the static and dynamic characteristics of endmilling process was modelled and the analytic realization of chatter mechanism was discussed. In this regard, We have discussed on the comparative assessment of recursive time series modeling algorithms that can represent the machining process and detect the abnormal machining behaviors in precision endmilling operation. In this study, simulation and experimental work were performed to show the malfunctional behaviors. For this purpose, new recursive least square method (RLSM) were adopted for the on-line system identification and monitoring of a machining process, we can apply these new algorithms in real process for detection of abnormal chatter. Also, The stability lobe of chatter was analysed by varying parameter of cutting dynamices in regenerative chatter mechanics.

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Natural Mode Analysis for Chatter Lobe Estimation (채터로브 계산을 위한 고유모우드 분석법)

  • Yoon, Moon-Chul;Cho, Hyun-Deog;Lee, Eung-Soog
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.2 no.2
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    • pp.60-66
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    • 2003
  • For the estimation of chatter lobe boundary it is very important to calculate the natural mode of cutting process. There are many time series algorithms for getting the natural mode of structural endmilling dynamics considering the cutting process. In this study, we have compared several time series methods such as AR algorithm, ARX, ARMAX, ARMA, Box Jenkins, Output Error, Recursive ARX, Recursive ARMAX considering the sampling frequency. As a results, the ARX, ARMAX and IV 4 are more desirable algorithms for the calculation of modal parameters such as natural frequency and damping ratio In endmilling operation. Also these algorithms may be adopted for the natural mode estimation of endmilling operation for chatter lobe prediction.

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A Study on the Pattern Recognition of Hole Defect using Neural Networks (신경회로망을 이용한 원공 결함 패턴 인식에 관한 연구)

  • 이동우;홍순혁;조석수;주원식
    • Journal of the Korean Society for Precision Engineering
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    • v.20 no.2
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    • pp.146-153
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    • 2003
  • Ultrasonic inspection of defects has been focused on the existence of defect in structural material and need has much time and expenses in inspecting all the coordinates (x, y) on material surface. Neural networks can have an application to coordinates (x, y) of defects by multi-point inspection method. Ultrasonic inspection modeling is optimized by neural networks Neural networks has trained training example of absolute and relative coordinate of defects, and defect pattern. This method can predict coordinates (x, y) of defects within engineering estimated mean error $\psi$.

A Study on Failure Analysis of Turbine Blade Using Surface Roughness and FEM (표면거칠기와 유한요소법을 이용한 터빈 블레이드의 파손해석에 관한 연구)

  • 홍순혁;이동우;이선봉;조석수;주원식
    • Transactions of the Korean Society of Automotive Engineers
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    • v.9 no.6
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    • pp.170-177
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    • 2001
  • Turbine blade is subject to torsional load by torsion-mount, centrifugal load by rotation of rotor and repeated bending load by steam pressure. Turbine with partially cracked blade has normal working condition at initial repair time but vibratory working condition at middle repair time due to crack growth. Finite element analysis on turbine blade indicates that repeated bending load out of all loads is the most important factor on fatigue strength of turbine blade. Therefore, this study shows root mean square roughness has linear relation with stress intensity factor range in 12% Cr steel and can predict loading condition of fractured turbine blade.

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Performance of DS/SSMA communication systems over frequency selective rician fading channels with gaussian and impulsive noise (가우스 잡음과 임펄스 잡음이 혼합된 주파수 선택적 리시안 페이딩 채널에서 DS/SSMA 통신시스템의 성능분석)

  • 진익수;안재영;이동도;황금찬
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.21 no.2
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    • pp.461-470
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    • 1996
  • In this paper, the average probability of bit error of direct sequence spread spectrum multiple access (DS/SSMA) communication system is derived over frequency-selective rician fading channels with Gaussian and impulsive noise. Multiple access interference due to K asynchronous users transmitting simultaneously is computed using the characteristic function method, and compared with Gaussian approximation.

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A Study on The Optimal Design of Combined CUSUM Control Chart for Low Cost (저비용을 위한 Combined CUSUM 관리도의 최적설계 조사연구)

  • Kim, Jong-Geol;Eom, Sang-Jun;Kim, Hyeong-Man;Choe, Seong-Won
    • Proceedings of the Safety Management and Science Conference
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    • 2013.11a
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    • pp.147-160
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    • 2013
  • 이 논문은 공정변화를 보다 잘 감지할 수 있는 관리도의 개발동향에 주안점을 두고 있으며, 경제적 접근법으로 관리모수를 설정하여 공정관리 메카니즘을 사용하는데 있어서 최소의 비용을 가지도록 하여 품질 향상 비용을 절감시킬 수 있는 설계 접근방법을 조사 연구했다. 또한 CUSUM 관리도를 기존의 다양한 관리도와 결합하여 개발된 새로운 관리도를 비교했다. 비교된 관리도의 경제적 모형설계를 통하여 공정 품질에서의 경제적인 영향의 최적화를 위한 관리모수를 제시했다. 이는 공정평균의 이동을 감지하기 위한 결합 관리도를 개발하는 경제적설계 절차를 제시했다.

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A Comparition to Discrimination of Flaws in Small DC Motor using Sound Signals Analysis (소형 DC 모터의 음향해석에 의한 이상 판정법의 비교)

  • Lee Jong-Chan;Jang Su-Young;Kim Sung-Jin;Kim Chun-Duck
    • Proceedings of the Acoustical Society of Korea Conference
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    • autumn
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    • pp.127-130
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    • 2000
  • 소형 모터의 제품검사에 있어서 인간의 청각에 의한 소음 및 이음 검사가 널리 관능검사에 의존하고 있지만 이는 판정기준의 객관성이 결여된다. 그래서 이를 대신하여 모터가 회전할 때 발생하는 음향신호에 의해 모터의 이상 유무의 판정에 대하여 기술하였다. 본 연구에서는 인간의 청각에 의한 관능검사에 의존도가 높은 자동차용 소형 DC 모터를 대상으로 이상음 검출을 위해 단구간 FFT의 시간이동 평균을 이용하여 음향신호를 해석하고 각 대역에서 추출된 파워를 비교하여 정상과 이상 모터의 판별이 뚜렷한 최적의 대역을 선택하고 이를 패턴 화하여 소형 DC 모터 이상유무 실시간 자동진단 시스템에 적용 하고자 한다.

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Mode analysis of end-milling process by RLSM (RLSM 모델링에 의한 엔드밀링 시스템의 모드 분석)

  • Kim, J.D.;Yoon, M.C.;Kim, K.H.
    • Journal of Power System Engineering
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    • v.15 no.5
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    • pp.54-60
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    • 2011
  • In this study, an analytical realization of end-milling system was introduced using recursive parametric modeling analysis. Also, the numerical mode analysis of end-milling system with different conditions was performed systematically. In this regard, a recursive least square(RLS) modeling algorithm and the natural mode for real part and imaginary one was discussed. This recursive approach (RLSM) can be adopted for the on-line system identification and monitoring of an end-milling for this purpose. After experimental practice of the end-milling, the end-milling force was obtained and it was used for the calculation of FRF(Frequency response function) and mode analysis. Also the FRF was analysed for the prediction of a end-milling system using recursive algorithm.

GPS Implementation for GIS Coverage Map (GPS 측량시스템을 이용한 GIS 커버리지 맵 구현)

  • 임삼성;노현호
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.17 no.3
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    • pp.197-203
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    • 1999
  • Depending on geographical features and error sources in the survey field, inaccurate data is inevitable in GPS kinematic survey for positioning with feature codes. In this study, the trimmed mean and the first order differential equation are used to develop an inaccurate positioning data detection algorithm, and a cubic spline curve and a linear polynomial are used to interpolate the inaccurate data. Based on interpolated data, a digital map for 30 km range of rural highway is produced and a corresponding GIS coverage map is obtained by analyzing and solving the problem associated with the map.

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Mode analysis of end-milling process by recursive parametric modelling (순환 파라메트릭 모델링에 의한 엔드밀 시스템의 모드 분석)

  • Kim, T.H.;Kim, J.D.
    • Journal of the Korean Society of Mechanical Technology
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    • v.13 no.3
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    • pp.73-79
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    • 2011
  • In this study, an analytical realization of end-milling system was introduced using recursive parametric modeling analysis. Also, the numerical mode analysis of end-milling system with different conditions was performed systematically. In this regard, a recursive least square modelling algorithm and the natural mode for real part and imaginary one was discussed. This recursive approach (RLSM) can be adopted for on-line end-milling identification. After experimental practice of the end-milling, the end-milling force was obtained and it was used for the calculation of FRF (Frequency response function) and mode analysis. Also the FRF was analysed for the prediction of a end-milling system using recursive algorithm.