• 제목/요약/키워드: Accurate Predictions

검색결과 469건 처리시간 0.023초

단일주파수 GNSS 수신기를 위한 전리층 모델 비교 (Comparison of Ionosphere Models for Single Frequency GNSS Receiver)

  • 이창문;박관동
    • 한국측량학회:학술대회논문집
    • /
    • 한국측량학회 2010년 춘계학술발표회 논문집
    • /
    • pp.147-150
    • /
    • 2010
  • Ionopheric deley is the largest error sources in GNSS positining. The single frequency receiver user needs an ionospheric model like the Klobuchar model or NeQuick model to eliminate the ionospheric error. In this study we estimated VTEC(Vertical Total Electron Content) over DAEJ station using the two models in each season. We compared the results with Global Ionosphere Maps and International Reference Ionosphere model predictions. As a result, the NeQuick model was more accurate than Klobuchar model.

  • PDF

Accuracy of linear approximation for fitted values in nonlinear regression

  • Kahng, Myung-Wook
    • Journal of the Korean Data and Information Science Society
    • /
    • 제24권1호
    • /
    • pp.179-187
    • /
    • 2013
  • Bates and Watts (1981) have discussed the problems of reparameterizing nonlinear models in obtaining accurate linear approximation confidence regions for the parameters. A similar problem exists with computing confidence curves for fitted values or predictions. The statistical behavior of fitted values does not depend on the parameterization. Thus, as long as the intrinsic curvature is small, standard Wald intervals for fitted values are likely to be sufficient. Accuracy of linear approximation for fitted values is investigated using confidence curves.

FORECASTING GOLD FUTURES PRICES CONSIDERING THE BENCHMARK INTEREST RATES

  • Lee, Donghui;Kim, Donghyun;Yoon, Ji-Hun
    • 충청수학회지
    • /
    • 제34권2호
    • /
    • pp.157-168
    • /
    • 2021
  • This study uses the benchmark interest rate of the Federal Open Market Committee (FOMC) to predict gold futures prices. For the predictions, we used the support vector machine (SVM) (a machine-learning model) and the long short-term memory (LSTM) deep-learning model. We found that the LSTM method is more accurate than the SVM method. Moreover, we applied the Boruta algorithm to demonstrate that the FOMC benchmark interest rates correlate with gold futures.

SYMBOLIC COMPUTING ALGORITHM FOR THE METHOD OF SUCCESSIVE APPROXIMATIONS FOR NEAR-PARABOLIC ORBITS

  • M.A.Sharaf;Abdel-Naby-S.Saad;Samiha-A.Najmuldeen;Mona-Banaja
    • Journal of applied mathematics & informatics
    • /
    • 제4권2호
    • /
    • pp.447-456
    • /
    • 1997
  • In this paper an accurate algorithm for the method of successive approximations for near-parabolic orbits is established symbolically. Numerical applications are given for motion predictions at fifteen epochs between the years 66 to 1835 for Halley's comet. and at fifteen epochs between the years 1417 to 1782 for Encke's comet. Comparisons with the standard Gauss method [4] show that the present algorithm is very accurate and efficient for motion pred-ications of near-parabolic orbits.

Compressible Boundary Layer Stability Analysis With Parabolized Stability Equations

  • Bing, Gao;Park, S.O.
    • 한국전산유체공학회:학술대회논문집
    • /
    • 한국전산유체공학회 2006년도 추계 학술대회논문집
    • /
    • pp.110-119
    • /
    • 2006
  • An accurate and cost efficient method PSE is used for the stability analysis of 2D or 3D compressible boundary layers. A highly accurate finite difference PSE code has been developed at a general curvilinear coordinate system using an implicit marching procedure to deal with a broad range of transition predictions problems. Evolution of disturbances in compressible flat plate boundary layers are studied for free-stream Mach numbers ranging from 0 to 1.5. The effect of mean-flow nonparallelism is found to be weak on two dimensional waves and strong on three dimensional waves. The maximum amplification rate increases monotonically with Mach number. The present PSE solutions are compared with previous numerical investigations and experimental results and are found to be in good agreement.

  • PDF

Evaluating Stability of a Transient Cut during Endmilling using the Dynamic Cutting Force Model

  • Seokjae Kang;Cho, Dong-Woo;Chong K. Chun
    • International Journal of Precision Engineering and Manufacturing
    • /
    • 제1권2호
    • /
    • pp.67-75
    • /
    • 2000
  • virtual computer numerical control(VCNC) arises from the concept that one can experience pseudo-real machining with a computer-numerically-controlled(CNC) machine before actually cutting an object. To achieve accurate VCNC, it is important to determine abnormal behavior, such as chatter, before cutting. Detecting chatter requires an understanding of the dynamic cutting force model. In general, the cutting process is a closed loop system the consists of structural and cutting dynamic. Machining instability, namely chatter, results from the interaction between these two dynamics. Several previous reports have predicted stability for a single path, using a simple cutting force model without run out and penetration effects. This study considers both tool run out and penetration effects, using experimental modal analysis, to obtain predictions that are more accurate. The machining stability during a corner cut, which is a typical transient cut, was assessed from an evaluation of the cutting configurations at the corner.

  • PDF

엔드밀링가공시 과도 영역에서의 안정성 평가 (Stability Analysis in Transient Cut during Endmilling)

  • 강석재;조동우
    • 한국정밀공학회지
    • /
    • 제18권3호
    • /
    • pp.195-204
    • /
    • 2001
  • Virtual computer numerical control(VCNC) arises from the concept that one can experience pseudo-real machining with a computer-numerically-controlled(CNC) machine before actually cutting an object. To achieve accurate VCNC, it is important to determine abnormal behavior, such as chatter, before cutting. Detecting chatter requires an understanding of the dynamic cutting force model. In general, the cutting process is a closed loop system that consists of structural and cutting dynamics. Machining instability, namely chatter, results from the interaction between these two dynamics. Several previous reports have predicted stability for a single path, using a simple cutting force model without tool runout and penetration effects. This study considers both tool runout and penetration effects, using experimental modal analysis, to obtain more accurate predictions. The machining stability in the corner cut, which is a typical transient cut, was assessed from an evaluation of the cutting configurations at the corner.

  • PDF

향상된 절삭력 예측을 위한 Size Effect 모델의 개발 (Development of the Size Effect Model for More Accurate Cutting Force Prediction)

  • 윤원수;조동우
    • 한국정밀공학회:학술대회논문집
    • /
    • 한국정밀공학회 2000년도 춘계학술대회 논문집
    • /
    • pp.995-1000
    • /
    • 2000
  • In this paper. a mechanistic model is first constructed to predict three-dimensional cutting forces, and the uncut chip th thickness is calculated by following the movements of the position of the center of a cutter, which varies with the nominal feed, cutter deflection and runout. For general implementation to a real machining, this paper presents the method that determines constant cutting force coefficients, irrespective of the cutting conditions or cutter rotation angles. In addition, this study presents the approach which estimates runout-related parameters. the runout offset and its location angle, using only one measurement of cutting forces. For more accurate cutting force predictions, the size effect has to be considered in the cutting force model. In this paper, two approximate methods are suggested since the strict approach is practically impossible due to a measurement problem. The size effect is individually considered for narrow and wide cuts.

  • PDF

Exploration of a New Method of Spatial Analysis to Predict the Pedestrian Pattern in the Circulation Spaces of Shopping Centers: The Case of Shenzhen

  • Bai, Xue;Yao, Shen
    • 국제초고층학회논문집
    • /
    • 제7권2호
    • /
    • pp.171-183
    • /
    • 2018
  • Turner and Penn (1) from UCL have proved that Visibility Graph Analysis (VGA) can be used as a more accurate method to predict the pedestrian distribution in building spaces. However, this methodology neglects certain elements that are of special influence on pedestrian distribution in buildings, especially the entrances and exits. Based on Space Syntax, this dissertation improves on the traditional method of Visibility Graph Analysis, using three shopping centers in Shenzhen as examples, attempts to explore a new parameter - "attenuation index of pedestrians at the entrances and exits" - using relevant data of the entrances and exits of the three cases, and combines it with traditional VGA analysis through weighted calculation, in order to provide more accurate predictions of pedestrian patterns in shopping centers.

회전 외팔보의 굽힘 진동해석 (Bending Vibration of Rotating Cantilever Beams)

  • 유홍희
    • 대한기계학회논문집
    • /
    • 제16권5호
    • /
    • pp.891-898
    • /
    • 1992
  • 본 연구에서는 기존의 방식들의 단점들을 극복할 수 있고 회전하는 외팔보의 굽힘 진동 특성을 효과적으로 정확하게 예측할 수 있는 일관성 있고 간명한 방법을 제 시하는 것을 목적으로 한다. 참고문헌(9-11)에서는 회전하는 외팔보의 선형 운동방정 식을 복합 변형변수를 이용하여 구하고 있는데 이러한 동적모데링은 참고문헌(4-8)에 서와 같은 불필요한 원심력의 내재적 대입과정을 통한 2단계 운동 방정식 유도를 피할 수 있어 과정의 일관성과 간명성을 제공할 수 있음을 보였다. 본 연구에서는 이들 연구 결과에 근거하여 진동해석을 위한 방법을 제공하고 결과를 도출 분석 비교하는 것을 그 내용으로 한다.