• Title/Summary/Keyword: 곡선맞춤

Search Result 68, Processing Time 0.033 seconds

Prediction of Stability Number for Tetrapod Armour Block Using Artificial Neural Network and M5' Model Tree (인공신경망과 M5' model tree를 이용한 Tetrapod 피복블록의 안정수 예측)

  • Kim, Seung-Woo;Suh, Kyung-Duck
    • Journal of Korean Society of Coastal and Ocean Engineers
    • /
    • v.23 no.1
    • /
    • pp.109-117
    • /
    • 2011
  • It was calculated using empirical formulas for the weight of Tetrapod, which was a representative armor unit in the rubble mound breakwater in Korea. As the formulas were evaluated from a curve-fitting with the result of hydraulic test, the uncertainty of experimental error was included. Therefore, the neural network and M5' model tree were used to minimize the uncertainty and predicted the stability number of armor block. The index of agreement between the predicted and measured stability number was calculated to assess the degree of uncertainty for each model. While the neural network with the highest index of agreement have an excellent prediction capability, a significant disadvantage exists that general designers can not easily handle the method. However, although M5' model tree has a lower prediction capability than the neural network, the model tree is easily used by the designers because it has a good prediction capability compared with the existing empirical formula and can be used to propose the formulas like an empirical formula.

Determination of optical constants for organic light emitting material of Alq3 using Forouhi-Bloomer dispersion relations (포로히-블루머(Forouhi-Bloomer) 분산식을 이용한 유기발광물질 Alq3의 광학 상수 결정)

  • 정부영;우석훈;이석목;황보창권
    • Korean Journal of Optics and Photonics
    • /
    • v.14 no.1
    • /
    • pp.1-7
    • /
    • 2003
  • We determined the optical constants of organic light emitting material of Alq$_3$ in a spectral range between 1.5 and 6 eV using the physical model introduced by Forouhi and Bloomer[Phys. Rev. B 34, pp. 7018-7026, 1986.]. The initial parameters of $A_i,\;B_i,\;C_i$ of Forouhi-Bloomer dispersion relations were determined from the absorption peaks and widths of absorption spectra of the Alq$_3$ film. The refractive index of substrate, a fused silica, is derived from the Sellmeier equation with the measured transmittance and reflectance spectra. Then, the complex refractive index and thickness of the Alq$_3$ film were calculated by use of a nonlinear least square fitting program with the Forouhi-Bloomer dispersion relation and the measured transmittance and reflectance spectra.

Dynamic Temperature Compensation System Development for the Accelerometer with Modified Spline Interpolation (Curve Fitting) (변형 스플라인 보간법(곡선맞춤)을 통한 가속도 센서의 동적 온도 보상 시스템 개발)

  • Lee, Hoochang;Go, Jaedoo;Yoo, Kwangho;Kim, Wanil
    • Transactions of the Korean Society of Automotive Engineers
    • /
    • v.22 no.3
    • /
    • pp.114-122
    • /
    • 2014
  • Sensor fusion is the one of the main research topics. It offers the highly reliable estimation of vehicle movement by processing and mixing several sensor outputs. But unfortunately, every sensor has drift which degrades the performance of sensor. It means a single degraded sensor output may affect whole sensor fusion system. Drift in most research is ideally assumed to be zero because it's usually a nonlinear model and has sample variation. Plus, it's very difficult for the acceleration to separate drift from the output signal since it contains many contributors such as vehicle acceleration, slope angle, pitch angle, surface condition and so on. In this paper, modified spline interpolation is introduced as a dynamic temperature compensation method covering sample variation. Using the last known output and the first initial output is suggested to build and update compensation factor. When the system has more compensation data, the system will have better performance of compensated output because of the regression compensation model. The performance of the dynamic temperature compensation system is evaluated by measuring offset drift between with and without the compensation.

Nonlinear Characteristics Evaluation of Tuned Liquid Damper with White Noise Amplitude (백색잡음 하중 크기에 따른 TLD의 비선형 특성 평가)

  • Woo, Sung-Sik;Lee, Sang-Hyun;Choi, Ki-Young;Chung, Lan;Park, Tae-Won
    • Journal of the Computational Structural Engineering Institute of Korea
    • /
    • v.21 no.2
    • /
    • pp.135-143
    • /
    • 2008
  • In this study, it was investigated for dynamic nonlinear characteristics using dynamic data obtained by shaking table test. The design of Tuned Liquid Damper(TLD) has limitation to plan based on Tuned Mass Damper(TMD) analogy and linear wave theory. Also, while there are many studies regarding properties of TLD under harmonic load, there are not estimated for dynamic non-linear characteristics of TLD under the load that is not governed by particular frequency like a white noise. This paper investigated dynamic non-linear characteristics of TLD varied with load amplitude using a white noise and suggested equations that can estimate damping ratio, natural frequency ratio and effective mass ratio of TLD.

Effect of Temperature on the Luminous Properties of Remote-Phosphor White Light-Emitting Diodes (이격 형광체 구조가 적용된 백색 LED 광원의 온도변화에 따른 발광 특성 분석)

  • Choi, Min-Hyouk;Lee, Hun Jae;Ko, Jae-Hyeon
    • Korean Journal of Optics and Photonics
    • /
    • v.25 no.5
    • /
    • pp.254-261
    • /
    • 2014
  • Two types of white light-emitting diodes (LEDs) with different phosphor structures were fabricated and compared in terms of their optical characteristics. Their spectroscopic properties were analyzed as a function of temperature, from room temperature to $80^{\circ}C$. The temperature dependence of the luminance and the color coordinates showed that the decrease in luminance and change in the color coordinates of the remote-phosphor type LED were much smaller compared to the conventional white LED. These improvements were attributed to the decrease in phosphor temperature, due to the distance between the LED chip and the phosphor layer, as well as to the reduced absorption by the LED chip of the light emitted from the phosphor layer.

A Study on Hybrid Multi-User Interference Cancellation Scheme for Multirate DS/CDMA System (Multirate DS/CDMA 시스템을 위한 하이브리드 다중사용자 간섭 제거 기법에 관한 연구)

  • 유종엽;우대호;변윤식
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.26 no.8A
    • /
    • pp.1358-1366
    • /
    • 2001
  • Variable Processing Variable Processing Gain 기법을 기반으로 하는 Multirate-DS/CDMA 시스템에서는 다중 사용자 간섭뿐만 아니라, 불완전한 전력제어로 인해 발생되는 현재 이동 통신 시스템에서의 원근효과와 유사한 간섭이 다른 데이터율 사용자 신호들 사이에서 발생하게 된다. 이러한 간섭은 이동통신 시스템 성능을 저하시키고, 용량을 감소시키게 되므로 이들 간섭을 효과적으로 제거할 수 있는 다중 사용자 검출 기법이 절실히 요구된다. 따라서 본 논문에서는 이러한 다중 사용자 간섭과 원근 효과를 효과적으로 제거하기 위한 하이브리드 다중 사용자 간섭 제거 기법을 제안한다. 하이브리드 다중 사용자 간섭 제거 기법은 하나 이상의 다중 사용자 검출 기법을 포함한다. 제안된 하이브리드 다중 사용자 간섭 제거 기법의 성능을 평가하기 위해 본 논문에서는 기존의 단일사용자 검출 기법 및 다중 사용자 검출 기법을 다시 한번 살펴보고, 이들 기존 검출기와 제안된 검출기를 컴퓨터 모의 실험을 통해 그 성능을 비교한다. 모의 실험에서는 AWGN 환경에서 각 SNR[dB]에 따른 BER 곡선을 조사하였다. 모의실험 결과로부터 기존의 병렬 간섭 제거 기법이나 역 상관 검출기보다 제안된 하이브리드 다중 사용자 간섭 제거 기법이 우수한 성능을 갖음을 알 수 있었다. 이는 어느 정도의 복잡도와 시간 지연에 대한 대가이다. 하지만 이 시간 지연은 검출구간을 고 데이터율 사용자 그룹에 맞춤으로써 어느 정도 해결될 것으로 보인다.

  • PDF

Vibration transfer characteristic of foaming sponge chair seat (발포스펀지 의자시트의 진동전달 특성)

  • Kim, S.H.;Kang, H.J.;Kim, T.K.;Moon, D.H.
    • Journal of Power System Engineering
    • /
    • v.16 no.1
    • /
    • pp.24-29
    • /
    • 2012
  • Recently, in the movie theater, the special chair is installed to maximize the viewing effect of movies. It is structured to convey a vibrational stimulus to a specially-designated parts of human body by attaching a vibration transducer to a existing theater chair. This paper describes the analysis of the vibration transfer characteristic of a foaming sponge seat for the design of the special chair. We could not apply the structural analysis S/W because it is difficult to obtain the mechanical properties and damping coefficients of the various type sponges. And then we computed the transfer functions by the global curve fitting program based on experimental modal analysis. The experimental response results comparatively coincide with those by the global curve fitting program. We also could obtain the natural frequencies, the modal damping coefficient ratio, the modal vectors and the whole transfer functions. Therefore we could analyze the dynamic characteristic for design of foaming sponge seat.

Table recognition algorithm for camera-captured document images based on junction detection and labeling (교차점 검출과 분류를 통한 카메라 문서영상에서의 테이블 구조 인식 알고리듬)

  • Seo, Won Kyo;Koo, Hyung Il;Lee, DongHyuk;Kim, Sang Ho;Cho, Nam Ik
    • Proceedings of the Korean Society of Broadcast Engineers Conference
    • /
    • 2013.06a
    • /
    • pp.263-266
    • /
    • 2013
  • 표는 중요한 정보를 함축적으로 담고 있는 문서 요소로서 문서 영상에서 표의 내용과 구조를 분석하고 이해하려는 연구가 많이 진행되어 왔다. 이러한 표의 검출과 인식에 관한 기존의 연구들은 평판 스캐너로 취득한 문서 영상을 대상으로 이루어졌는데 최근에는 디지털 카메라와 스마트폰이 보급됨에 따라 평판 스캐너 대신 카메라를 이용한 표 인식의 필요성이 대두되고 있다. 따라서 본 논문에서는 카메라로 획득한 문서 영상에서 표 인식에 대한 알고리듬을 제안한다. 먼저 표가 선들의 집합으로 이루어져 있다는 가정 아래 문서 이미지에 존재하는 선을 이진화와 강인한 곡선 맞춤 알고리듬을 사용하여 검출한다. 검출된 선들의 교차점은 표의 요소일 수도 있으며 오검출의 결과일 수도 있는데 교차점 주변의 관찰 결과와 교차점 사이의 연관 관계를 에너지 식으로 표현하고 이 식을 최소화함으로써 각각의 교차점에 최적의 레이블을 할당한다. 얻어진 레이블은 표로 유일하게 변환되며 표의 구조를 셀 단위까지 추정할 수 있다. 다양한 표 영상에 대한 실험 결과를 통하여 제안한 방법이 문서영상의 기하학적인 왜곡에도 불구하고 영상에 존재하는 표를 성공적으로 인식함을 보여준다.

  • PDF

A Structural Design Method Using Ensemble Model of RSM and Kriging (반응표면법과 크리깅의 혼합모델을 이용한 구조설계방법)

  • Kim, Nam-Hee;Lee, Kwon-Hee
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.16 no.3
    • /
    • pp.1630-1638
    • /
    • 2015
  • The finite element analysis has become an essential process to investigate the structural performance in many industry fields. In addition, the computer's performance is improving rapidly, but in large design problems, there is a limit to apply the optimal design techniques. For this, it is general to introduce a metamodel based optimization technique. The method to generate an approximate model can be classified into curve fitting and interpolation, and each representative one is response surface model and kriging interpolation method. This study proposes an ensemble model made of RSM and kriging to solve a structural design problem. The suggested method is applied to the designs of two bar and automobile outer tie rod.

Study on the Application of Spatial-analysis of Pollutants and Load Duration Curve for Efficient Implementation of TMDLs system (오염원 공간분석 및 오염부하지속곡선을 통한 맞춤형 수질오염총량제 추진방안 연구)

  • Park, Baekyung;Ryu, Jichul;Na, EunHye;Seo, Jiyeon;Kim, Yongseok
    • Journal of Korean Society of Environmental Engineers
    • /
    • v.39 no.12
    • /
    • pp.655-663
    • /
    • 2017
  • It is difficult to manage hotspot area and to establish the reduction plan considering with spatial-distribution on Korea TMDLs (Total Maximun Daily Loads) system. To solve this problems, methods of Load Duration Curve (LDC) using long-term flow and water quality data, and spatial-analysis were applied on present TMDLs. Jinwi A watershed which is enforced TMDLs plan were selected to study area. Results of application of suggested methods in this study to Jinwi watershed, Hwangguji tributary was selected to hotspot area and Jinwi tributary was exclued. Also, middle area of Hwangguji tributary was needed a reduction plan for the protection of non-point source pollution. In downstream area, livestock manure should be managed additionally. The new methods suggested in this study were useful to increase healthiness for total watershed.