• 제목/요약/키워드: Analysis of Sensitive Components

검색결과 152건 처리시간 0.033초

ON THEIL'S METHOD IN FUZZY LINEAR REGRESSION MODELS

  • Choi, Seung Hoe;Jung, Hye-Young;Lee, Woo-Joo;Yoon, Jin Hee
    • 대한수학회논문집
    • /
    • 제31권1호
    • /
    • pp.185-198
    • /
    • 2016
  • Regression analysis is an analyzing method of regression model to explain the statistical relationship between explanatory variable and response variables. This paper propose a fuzzy regression analysis applying Theils method which is not sensitive to outliers. This method use medians of rate of increment based on randomly chosen pairs of each components of ${\alpha}$-level sets of fuzzy data in order to estimate the coefficients of fuzzy regression model. An example and two simulation results are given to show fuzzy Theils estimator is more robust than the fuzzy least squares estimator.

Industrial load forecasting using the fuzzy clustering and wavelet transform analysis

  • 유인근
    • 전기전자학회논문지
    • /
    • 제4권2호
    • /
    • pp.233-240
    • /
    • 2000
  • This paper presents fuzzy clustering and wavelet transform analysis based technique for the industrial hourly load forecasting fur the purpose of peak demand control. Firstly, one year of historical load data were sorted and clustered into several groups using fuzzy clustering and then wavelet transform is adopted using the Biorthogonal mother wavelet in order to forecast the peak load of one hour ahead. The 5-level decomposition of the daily industrial load curve is implemented to consider the weather sensitive component of loads effectively. The wavelet coefficients associated with certain frequency and time localization is adjusted using the conventional multiple regression method and the components are reconstructed to predict the final loads through a five-scale synthesis technique. The outcome of the study clearly indicates that the proposed composite model of fuzzy clustering and wavelet transform approach can be used as an attractive and effective means for the industrial hourly peak load forecasting.

  • PDF

28 GHz 상향 및 하향변환기 설계기술 개발 (Design Technology Development of the 28 GHz Up and Down Converters)

  • 나채호;우동식;김강욱
    • 한국전자파학회:학술대회논문집
    • /
    • 한국전자파학회 2003년도 종합학술발표회 논문집 Vol.13 No.1
    • /
    • pp.366-370
    • /
    • 2003
  • This paper introduces a new design and fabrication technology of 28 GHz low-cost up and down converter modules for digital microwave radios, The design of the converter module is based on unit circuit blocks, which are to be characterized using a special test fixture. Based on the cascade analysis of the module the 28 GHz up and down converter modules have been designed and implemented. The measured module performance agrees with the cascade analysis. New components such as a tapped edge-coupled filter and a new Ka-band waveguide-to-microstrip transition, which are less sensitive to fabrication tolerances, have been used in the module implementation.

  • PDF

러브파의 위상속도 분산정보에 관한 해석적 연구 (Analytical Study for dispersed Phase Velocity Information of Love Waves)

  • 이일화
    • 한국철도학회논문집
    • /
    • 제7권4호
    • /
    • pp.391-399
    • /
    • 2004
  • This paper investigated the dispersion characteristics of horizontal surface waves as means to apply conversional SASW techniques. To verify this proposal, 3D finite element analysis and Transfer matrix solution were performed. SH wave(Love waves) has the some advantages in comparison with Rayleigh wave. Representatively, Love wave has a characteristics not affected by compression wave. These characteristics have the robust applicability for the surface wave investigation techniques. In this study, for the purpose of employing Love wave in the SASW method, the dispersion characteristics of the Love wave was extensively investigated by the theoretical and numerical approaches. The 3-D finite element and transfer matrix analyses for the half space and two-layer systems were performed to determine the phase velocities from Love wave as well as from both the vertical and the horizontal components of Rayleigh wave. Preliminary, numerical simulations and theoretical solutions indicated that the dispersion characteristics of horizontal surface wave(Love waves) can be sufficiently sensitive and appliable to SASW techniques.

TVS 다이오드의 전기적 특성 및 과도 열방출 특성 해석 (The Electrical and Transient Thermal characteristics of TVS diode for Surge Absorber)

  • 김상철;김형우;김은동
    • 한국전기전자재료학회:학술대회논문집
    • /
    • 한국전기전자재료학회 2003년도 춘계학술대회 논문집 센서 박막재료 반도체 세라믹
    • /
    • pp.208-212
    • /
    • 2003
  • Silicon transient voltage suppressors (TVSs) are clamping devices that limit voltage spikes by low impedance avalanche breakdown of a rugged silicon PN junction. They are used to protect sensitive components from electrical overstress such as that caused by induces lightning, inductive load switching and electrostatic discharge. In this paper, we present static and dynamic characteristics of TVS diode using thermal analysis simulation software. And also, it is presented that the thermal dissipation characteristics of TVS diode in the transient state.

  • PDF

Kurtosis를 고려한 3차원 거친 표면의 탄성접촉해석 (The Elastic Contact Analysis of 3D Rough Surface of Nongaussian Height Distribution)

  • 김태완;구영필;조용주
    • 한국정밀공학회지
    • /
    • 제18권10호
    • /
    • pp.53-60
    • /
    • 2001
  • Surface roughness plays a significant role in friction, wear, and lubrication in machine components. Most engineering surfaces have the nongaussian height distribution. So, in this study, contact simulations are conducted for not only gaussian surfaces but also nongaussian surfaces. Nongaussian rough surface considering the kurtosis is generated numerically And the effects of kurtosis on real contact area fraction, average gap, and mean asperity contact pressure are studied. It will be shown that the real contact area fraction and the mean asperity contact pressure are sensitive to the characteristics of surface geometry according to kurtosis.

  • PDF

비정규 높이분포를 가진 3차원 거친 표면의 탄.소성접촉해석 (The Elastic-Plastic Contact Analysis of 3D Rough Surface of Nongaussian Height Distribution)

  • 김태완;구영필;조용주
    • 한국윤활학회:학술대회논문집
    • /
    • 한국윤활학회 2001년도 제33회 춘계학술대회 개최
    • /
    • pp.374-381
    • /
    • 2001
  • Surface roughness plays a significant role in friction, wear, and lubrication in machine components. Most engineering surfaces have tile nogaussian height distrubution. So, in this study, elastic-plastic contact simulations are conducted for not only gaussian surfaces but also nongaussian surfaces. Nongaussian rough surface considering the kurtosis is generated numerically. The contact simulation model takes into account the plastic deformation behaviors of asperities by setting a celing on their contact pressure at material hardness value. It will be shown that the performace variables such as real contact area fraction, plastic area fraction and average gap are sensitive to the characteristics of surface geometry according to kurtosis.

  • PDF

Kurtosis를 고려한 3차원 거친 표면의 탄성 접촉 해석 (The Elastic Contact Analysis of 3D Rough Surface including the Kurtosis)

  • 김태완;강민호;구영필;조용주
    • 한국윤활학회:학술대회논문집
    • /
    • 한국윤활학회 2000년도 제31회 춘계학술대회
    • /
    • pp.34-41
    • /
    • 2000
  • Surface roughness plays a significant role in friction, wear, and lubrication in machine components. Most engineering surfaces have the nongaussian distrubution. So, in this study, contact simulation are conducted for not only gaussian surfaces but also nongaussian surfaces. Nongaussian rough surface censidering the kurtosis is generated numerically, And the effects of kurtosis on real contact area fraction, average gap, and mean asperity contact pressure are studied. It will be shown that the real contact area fraction and the mean asperity contact pressure are sensitive to the characteristics of surface geometry according to kurtosis.

  • PDF

지첨용적맥파의 파형분석과 주파수분석에 대한 문헌적 연구 (A Systemic Review of Pulse Contour Analysis and Fourier Spectrum Analysis on the Photoplethysmography of Digit)

  • 남동현;박영배;박영재;신상훈
    • 대한한의진단학회지
    • /
    • 제11권1호
    • /
    • pp.48-60
    • /
    • 2007
  • Palpation of the pulse has been used in Korean traditional medicine since ancient times to assess physical health. Pulse wave contour may be obtained by measuring arterial pressure or blood volume change of skin. The latter is called as Photoplethysmography(PPG) or digital volume pulse(DVP). The PPG signal is measured by a device comprising an infrared light sourece and a photodetector. Although less widely used, this technique deserves further consideration because of its simplicity and ease of use. The contour of the PPG is formed as a result of a complex interaction between the left ventricle and the systemic circulation. It usually exhibits an early systolic peak and an early diastolic peak. the first peak is formed mainly by pressure trasmitted along a direct path from the left ventricle to the finger. The second peak is formed in part by pressure transmitted along the aorta and large arteries to sites of impedance mismatch in the lower body. The contour of the PPG is sensitive to changes in arterial tone and is influenced by ageing and large artery stiffness. Measurements taken directly from the PPG or from its second derivative can be used to assess these properties. In some mathematical approaches, the extraction of periodic components using frequency analysis was tried to analysis of the PPG. But we don't understand yet what kind of factor in the cardiovascular system or human body is related with the respective specific Fourier components of PPG. This review describes the background to measurement principles, representative contour, contour analysis and frequency domain analysis of PPG, and current and future.

  • PDF

돼지 난포내 세포 및 난포액 구성분의 단백질상 분석 (Analysis of Protein Patterns of Cellular and Fluidal Components in the Porcine Follicular Contents)

  • 변태호;이중한;박성은;이상호
    • 한국가축번식학회지
    • /
    • 제16권4호
    • /
    • pp.289-299
    • /
    • 1993
  • 돼지 난포내의 각 구성분들에 대해 10% SDS-PAGE와 IEF를 이용한 이차원 전기영동을 실시하여 세포 및 난포액 구성분의 구조단백질상을 분석하였다. 난자-난구세포 복합체를 호르몬과 15%의 FCS가 포함된 M16 배양액으로 39$^{\circ}C$, 5% CO2 상태에서 35시간 동안 체외배양하였다. 배양 전후의 난자, 투명대 및 난구세포와 난포 크기별로 회수된 난포액들을 각각 분리 회수하여 구조단백질상을 분석하였으며, Silver 염색과 CBB 염색으로 분석이 가능한 각 구성분의 적정 시료량을 조사하였다. 한편 난포 구성분들에 있어서 난자는 분자량이 25와 114kd, 난구세포는 20, 33, 58, 78 및 112kd, 투명대는 65kd, 그리고 난포액은 18, 76, 92, 152 및 187kd 단백질을 세포특이단백질로 가지고 있음이 확인되었다. 특히 난자의 경우 성숙에 따라 구조단백질상의 변화가 확인된 반면, 난구세포에서는 차이가 없었다. 또한 난포액은 난포의 크기에 따라서는 단백질상의 차이가 없었으나 호르몬 처리 여부에 따라서는 이차원 전기영동상에서 몇가지 단백질에서 차이가 확인되었고, 난포세포들도 폐쇄 여부에 따라 단백질 조성에 차이를 보였다. 따라서 본 실험에서는 전기영동에 필요한 시료의 양과 준비 방법을 확립하여 각 난포 구성분들의 단백질상 분석에 대한 기초자료를 확립하였으며, 이상의 결과는 앞으로 진행될 단백질의 생합성 분석이나 면역화학학적 분석에 유용하게 이용될 수 있을 것이다.

  • PDF