• 제목/요약/키워드: L-moments algorithm

검색결과 6건 처리시간 0.018초

L-모멘트법을 이용한 한강유역 일강우량자료의 지역빈도해석 (Frequency Analysis of Daily Rainfall in Han River Basin Based on Regional L-moments Algorithm)

  • 이동진;허준행
    • 한국수자원학회논문집
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    • 제34권2호
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    • pp.119-130
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    • 2001
  • 본 연구에서는 한강유역의 1일, 2일, 3일 연최대강우자료를 대상으로 L-모멘트법을 이용한 지점 빈도해석과 지역 빈도해석을 실시하여 그 결과를 비교하였다. 지역빈도해석을 실시하기 위하여 한강유역을 남한강, 북한강, 한강하류부 유역의 3개 소유역으로 분할하고, 각 유역에 대한 자료의 이산도 및 동질성을 검토하였으며, 각 소유역에 대하여 여러 분포형을 적용한 결과, 남한강유역과 한강하류부 유역은 lognormal 분포형, 북한강 유역은 gamma-3 분포형이 적정분포형으로 선정되었다. 지역빈도해석과 지점빈도해석을 통하여 선정된 확률분포형을 이용, Monte Carlo 모의를 수행하였으며, 재현기간에 따른 상대편의와 상대제곱근 오차를 산정하였다. 지역빈도해석과 지점빈도해석을 비교한 결과 상대제곱근오차에 있어서 지역빈도해석을 수행한 경우가 지점빈도해석에 비해 그 결과가 우수하였으며, 재현기간이 커질수록 그 차이는 현저하게 나타났다. 따라서, 한강유역의 강우량에 대해서 지역빈도해석 수행함이 지점빈도해석에 비해 우수하다는 결론을 얻게 되었다.

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An effective method for detecting satellite orbital maneuvers and its application to LEO satellites

  • Ashurov, Abdikul E.
    • Advances in aircraft and spacecraft science
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    • 제9권4호
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    • pp.279-300
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    • 2022
  • This paper analyzes the possibilities of a new method to using TLE data for detecting satellite maneuvers. The method has a number of advantages over other methods that are designed to detect maneuvers. It allows not only to detect maneuvers, but also to get a more complete picture of the maneuver. In particular, the method makes it possible to estimate the moments of the beginning and end of the maneuver, calculate the changes in the orbital elements, evaluate the tangential and binormal components of the impulse, and finally, calculate the impulse of the satellite obtained as a result of the maneuver. To demonstrate in detail the capabilities of the algorithm, the proposed method was applied to one of LEO satellites - TIANHUI-1 satellite. After the efficiency of the method was proved, this method was applied to the China Space Station - TIANHE-1 (CSS), Starlink-1095 and Starlink-2305 satellites. The maneuvers of the CSS and Starlink-1095 satellite during their close encounter on 1 July, 2021, and the CSS and Starlink-2305 satellite during their close encounter on 21 October, 2021 are analyzed in detail. The minimum distances between the CSS and Starlink satellites at the moments of their maximum approaches are estimated. An estimate of the computation time of this algorithm is given, and the possibility of its use for monitoring maneuvers or other anomalous orbital changes of a large number of satellites in near real-time is shown. It is assumed that on the basis of this method, a service for monitoring satellite maneuvers can be created.

The skew-t censored regression model: parameter estimation via an EM-type algorithm

  • Lachos, Victor H.;Bazan, Jorge L.;Castro, Luis M.;Park, Jiwon
    • Communications for Statistical Applications and Methods
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    • 제29권3호
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    • pp.333-351
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    • 2022
  • The skew-t distribution is an attractive family of asymmetrical heavy-tailed densities that includes the normal, skew-normal and Student's-t distributions as special cases. In this work, we propose an EM-type algorithm for computing the maximum likelihood estimates for skew-t linear regression models with censored response. In contrast with previous proposals, this algorithm uses analytical expressions at the E-step, as opposed to Monte Carlo simulations. These expressions rely on formulas for the mean and variance of a truncated skew-t distribution, and can be computed using the R library MomTrunc. The standard errors, the prediction of unobserved values of the response and the log-likelihood function are obtained as a by-product. The proposed methodology is illustrated through the analyses of simulated and a real data application on Letter-Name Fluency test in Peruvian students.

IFT와 L1 적응제어기법을 이용한 풍동실험용 자기부상 비접촉식 밸런스의 제어시스템 설계 (Position and Attitude Control System Design of Magnetic Suspension and Balance System for Wind Tunnel Test using Iterative Feedback Tuning and L1 Adaptive Control Scheme)

  • 이동규
    • 항공우주시스템공학회지
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    • 제11권5호
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    • pp.28-35
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    • 2017
  • 자기부상 비접촉식 밸런스(MSBS: Magnetic Suspension and Balance System)는 자기력 및 자기모멘트를 이용하여 기계적 접촉 없이 시험 대상체의 위치 및 자세각을 정밀하게 변경하며 외력을 측정하는 것이 가능하다. MSBS를 활용한 풍동실험의 신뢰도 및 안정성을 확보하기 위해서는 위치 및 자세각 제어시스템의 명령 추종 성능과 구성장비의 고장에 대한 강건성을 높일 필요가 있다. 본 연구에서는 실제 개발된 풍동실험용 MSBS의 시뮬레이션을 통해 Iterative Feedback Tuning (IFT)과 $L_1$ adaptive output feedback 알고리즘을 활용하여 제어 이득값을 자동적으로 최적화하고 전류공급장치의 고장에 강건한 제어시스템을 설계하는 방법의 유효성을 검증하였다.

MLFMM(Multi-Level Fast Multipole Method) 방법에 적용된 BiCGstab(l)반복법의 l값에 따른 연산량 분석 및 효율적인 l값 (Computational Complexity of BiCGstab(l) in Multi-Level Fast Multipole Method(MLFMM) and Efficient Choice of l)

  • 이현수;임재원;고일석;서승모
    • 한국전자파학회논문지
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    • 제29권3호
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    • pp.167-170
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    • 2018
  • MoM은 대표적인 적분방정식기반 full-wave simulation 방법이며, 이는 MLFMM 방법을 적용하여 효율적으로 계산될 수 있다. MoM 또는 MLFMM 방법에서 대규모 산란체 표면전류를 계산하는 과정에는 주로 반복법들이 사용된다. 이 가운데 BiCGstab(l)은 l값이 증가할수록 반복횟수는 줄어들지만, 반복당 수행되는 연산횟수가 증가하는 특징이 있다. 본 논문에서는 MLFMM 방법에 적용된 BiCGstab(l) 반복법의 l값에 따른 수렴속도와 연산량을 분석한 후, 효율적인 l값을 제안한다.

Change in Kinematics of the Spine after Insertion of an Interspinous Spacer for the Treatment of the Lumbar Spinal Stenosis

  • Lee H. S.;Moon S. J.;Kwon S. Y.;Jung T. G.;Shin K. C.;Lee K. Y.;Lee S. J.
    • 대한의용생체공학회:의공학회지
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    • 제26권3호
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    • pp.151-155
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    • 2005
  • Interspinous spacers have been developed as an alternative surgical treatment for laminectomy or fusion with pedicle screws and rods for the treatment of lumbar spinal stenosis. However, its biomedical efficacies are well not known. In this study, we evaluated kinematic behaviors of the surgical and the adjacent levels before and after inserting interspinous spacers. Three porcine lumbar spines were prepared. On each specimen, an interspinous spacer was inserted at the L4-L5. Flexion-extension moments (0, 2.5, 5.0, 7.5, 10Nm) were applied. A stereophotogrammetric set-up with DLT algorithm was used to assess the three-dimensional motions of the specimen where three markers $({\square}0.8mm)$ were attached to each vertebra. Results showed that extension motion decreased by $15-24\%$ at the surgical level (L4-L5) after insertion of interspinous spacer. At the adjacent levels, the range of motion remained unchanged. In flexion, no significant changes in motion were observed regardless of levels. Therefore, our experimental results demonstrated the interspinous spacer is very effective in limiting the extension motion that may cause narrowing of the spinal canal and vertebral foramen while maintaining kinematic behaviors at the adjacent levels. Further, these results suggested that the use of interspinous spacer may be able to prevent lower back pain at the surgical level and to lower the incidence of degenerative changes at the adjacent levels.