• 제목/요약/키워드: 1D approaches

검색결과 452건 처리시간 0.028초

공간시계열 자료에 대한 STARMA 모형과 STBL 모형의 예측력 비교 (A Comparison on Forecasting Performance of STARMA and STBL Models with Application to Mumps Data)

  • 이성덕;이응준;박용석;주재선;이건명
    • 응용통계연구
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    • 제20권1호
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    • pp.91-102
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    • 2007
  • 본 논문은 공간시계열 자기회귀 이동평균(STARMA) 모형과 공간 시계열 중선형(STBL) 모형에 대해 식별, 추정, 예측 등의 통계적 절차와 특징들을 논하고, 두 모형을 비교하는데 목적이 있다. 사례 연구를 위 해 2001년부터 2006년까지 8개 지역으로부터 보고된 월별 Mumps 자료를 사용했고, 예측오차제곱합(SSF)을 활용하여 두 모형의 적합도를 비교하였다.

Influence of initial stresses on the critical velocity of the moving load acting in the interior of the hollow cylinder surrounded by an infinite elastic medium

  • Akbarov, Surkay D.;Mehdiyev, Mahir A.
    • Structural Engineering and Mechanics
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    • 제66권1호
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    • pp.45-59
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    • 2018
  • The bi-material elastic system consisting of the pre-stressed hollow cylinder and pre-stresses surrounding infinite elastic medium is considered and it is assumed that the mentioned initial stresses in this system are caused with the compressing or stretching uniformly distributed normal forces acting at infinity in the direction which is parallel to the cylinder's axis. Moreover, it is assumed that on the internal surface of the cylinder the ring load which moves with constant velocity acts and within these frameworks it is required to determine the influence of the aforementioned initial stresses on the critical velocity of the moving load. The corresponding investigations are carried out within the framework of the so-called three-dimensional linearized theory of elastic waves in initially stresses bodies and the axisymmetric stress-strain state case is considered. The "moving coordinate system" method is used and the Fourier transform is employed for solution to the formulated mathematical problem and Fourier transformation of the sought values are determined analytically. However, the originals of those are determined numerically with the use of the Sommerfeld contour method. The critical velocity is determined from the criterion, according to which, the magnitudes of the absolute values of the stresses and displacements caused with the moving load approaches an infinity. Numerical results on the influence of the initial stresses on the critical velocity and interface normal and shear stresses are presented and discussed. In particular, it is established that the initial stretching (compressing) of the constituents of the system under consideration causes a decrease (an increase) in the values of the critical velocity.

Thermo-mechanical analysis of reinforced concrete slab using different fire models

  • Suljevic, Samir;Medic, Senad;Hrasnica, Mustafa
    • Coupled systems mechanics
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    • 제9권2호
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    • pp.163-182
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    • 2020
  • Coupled thermo-mechanical analysis of reinforced concrete slab at elevated temperatures from a fire accounting for nonlinear thermal parameters is carried out. The main focus of the paper is put on a one-way continuous reinforced concrete slab exposed to fire from the single (bottom) side as the most typical working condition under fire loading. Although contemporary techniques alongside the fire protection measures are in constant development, in most cases it is not possible to avoid the material deterioration particularly nearby the exposed surface from a fire. Thereby the structural fire resistance of reinforced concrete slabs is mostly influenced by a relative distance between reinforcement and the exposed surface. A parametric study with variable concrete cover ranging from 15 mm to 35 mm is performed. As the first part of a one-way coupled thermo-mechanical analysis, transient nonlinear heat transfer analysis is performed by applying the net heat flux on the exposed surface. The solution of proposed heat analysis is obtained at certain time steps of interest by α-method using the explicit Euler time-integration scheme. Spatial discretization is done by the finite element method using a 1D 2-noded truss element with the temperature nodal values as unknowns. The obtained results in terms of temperature field inside the element are compared with available numerical and experimental results. A high level of agreement can be observed, implying the proposed model capable of describing the temperature field during a fire. Accompanying thermal analysis, mechanical analysis is performed in two ways. Firstly, using the guidelines given in Eurocode 2 - Part 1-2 resulting in the fire resistance rating for the aforementioned concrete cover values. The second way is a fully numerical coupled analysis carried out in general-purpose finite element software DIANA FEA. Both approaches indicate structural fire behavior similar to those observed in large-scale fire tests.

Synthesis of self-aligned carbon nanotubes on a Ni particles using Chemical Vapour Deposition

  • Park, Gyu-Seok
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2000년도 제18회 학술발표회 논문개요집
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    • pp.64-64
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    • 2000
  • Since its discovery in 1991, the carbon nanotube has attracted much attention all over the world; and several method have been developed to synthesize carbon nanotubes. According to theoretical calculations, carbon nanotubes have many unique properties, such as high mechanical strength, capillary properties, and remarkable electronical conductivity, all of which suggest a wide range of potential applications in the future. Here we report the synthesis in the catalytic decomposition of acetylene at ~65 $0^{\circ}C$ over Ni deposited on SiO2, For the catalyst preparation, Ni was deposited to the thickness of 100-300A using effusion cell. Different approaches using porous materials and HF or NH3 treated samples have been tried for synthesis of carbon nanotubes. It is decisive step for synthesis of carbon nanotubes to form a round Ni particles. We show that the formation of round Ni particles by heat treatment without any pre-treatment such as chemical etching and observe the similar size of Ni particles and carbon nanotubes. Carbon nanotubes were synthesized by chemial vapour deposition ushin C2H2 gas for source material on Ni coated Si substrate. Ni film gaving 20~90nm thickness was changed into Ni particles with 30~90nm diameter. Heat treatment of Ni fim is a crucial role for the growth of carbon nanotube, High-resolution transmission electron microscopy images show that they are multi-walled nanotube. Raman spectrum shows its peak at 1349cm-1(D band) is much weaker than that at 1573cm-1(G band). We believe that carbon nanotubes contains much less defects. Long carbon nanotubes with length more than several $\mu$m and the carbon particles with round shape were obtained by CVD at ~$650^{\circ}C$ on the Ni droplets. SEM micrograph nanotubes was identified by SEM. Finally, we performed TEM anaylsis on the caron nanotubes to determine whether or not these film structures are truly caron nanotubes, as opposed to carbon fiber-like structures.

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교란성분 모델링이 IMMU기반 자세추정 정확성에 미치는 영향 (Effect of Disturbance Modeling on IMMU-Based Orientation Estimation Accuracy)

  • 최미진;이정근
    • 대한기계학회논문집A
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    • 제41권8호
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    • pp.783-789
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    • 2017
  • 9축 IMMU기반의 3차원 자세추정에 있어 대표적인 정확성 저하요인은 가속도계 신호를 교란시키는 외부가속도와 지자기센서 신호와 관련된 자기교란이라는 두 가지 교란성분이다. 교란성분에 의한 영향을 최소화하기 위해 모델링기반 기법과 스위칭 기법이 제안되어 왔고, 이를 비교한 연구도 진행된 바 있다. 그러나 모델링기반 기법에서 모델링의 차이가 자세추정 성능에 미치는 영향에 대한 연구는 현재까지 발표된 바 없다. 본 논문은 교란성분 모델링이 IMMU기반 자세추정 정확성에 미치는 영향을 확인하기 위해, 모델링에 차이가 있는 최근 발표된 두 알고리즘을 다양한 시험조건에서 비교하였다. 이를 통해 교란성분 모델링의 차이는 진행잡음 공분산 행렬에 차이를 발생시키며, 이로 인해 자세추정 성능에 영향을 끼칠 수 있음을 확인할 수 있었다. 시험결과 두 알고리즘은 평균제곱근오차에서 롤 피치 요평균 $1.35^{\circ}$ 및 요성분 $3.63^{\circ}$의 차이를 발생시켰다.

Complexity Estimation Based Work Load Balancing for a Parallel Lidar Waveform Decomposition Algorithm

  • Jung, Jin-Ha;Crawford, Melba M.;Lee, Sang-Hoon
    • 대한원격탐사학회지
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    • 제25권6호
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    • pp.547-557
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    • 2009
  • LIDAR (LIght Detection And Ranging) is an active remote sensing technology which provides 3D coordinates of the Earth's surface by performing range measurements from the sensor. Early small footprint LIDAR systems recorded multiple discrete returns from the back-scattered energy. Recent advances in LIDAR hardware now make it possible to record full digital waveforms of the returned energy. LIDAR waveform decomposition involves separating the return waveform into a mixture of components which are then used to characterize the original data. The most common statistical mixture model used for this process is the Gaussian mixture. Waveform decomposition plays an important role in LIDAR waveform processing, since the resulting components are expected to represent reflection surfaces within waveform footprints. Hence the decomposition results ultimately affect the interpretation of LIDAR waveform data. Computational requirements in the waveform decomposition process result from two factors; (1) estimation of the number of components in a mixture and the resulting parameter estimates, which are inter-related and cannot be solved separately, and (2) parameter optimization does not have a closed form solution, and thus needs to be solved iteratively. The current state-of-the-art airborne LIDAR system acquires more than 50,000 waveforms per second, so decomposing the enormous number of waveforms is challenging using traditional single processor architecture. To tackle this issue, four parallel LIDAR waveform decomposition algorithms with different work load balancing schemes - (1) no weighting, (2) a decomposition results-based linear weighting, (3) a decomposition results-based squared weighting, and (4) a decomposition time-based linear weighting - were developed and tested with varying number of processors (8-256). The results were compared in terms of efficiency. Overall, the decomposition time-based linear weighting work load balancing approach yielded the best performance among four approaches.

Simultaneous Determination of 80 Unapproved Compounds using HPLC and LC-MS/MS in Dietary Supplements

  • Kwon, Jeongeun;Shin, Dasom;Kang, Hui-Seung;Suh, Junghyuck;Lee, Gunyoung;Lee, Eunju
    • Mass Spectrometry Letters
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    • 제13권3호
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    • pp.58-83
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    • 2022
  • We developed analytical methods using high performance chromatography (HPLC) and liquid chromatography tandem mass spectrometry (LC-MS/MS) for the simultaneous determination of 80 unapproved compounds in dietary supplements. The target compounds for analysis were unapproved ingredients (e.g., pharmaceuticals) that have potential adverse effects on consumers owing to accidental misuse, overuse, and interaction with other medication in dietary supplement. Two analytical methods were tested to identify the optimal validation results according to AOAC guideline. As a result, limit of quantification (LOQ) was 0.14-0.5 ㎍ mL-1; linearity (r2) was ≥ 0.99; accuracy (expressed as recovery) was 78.9-114%; precision (relative standard deviation) was ≤ 4.28% in the HPLC method. In the LC-MS/MS method, LOQ was 0.01-2 ng mL-1, linearity (r2) was ≥0.98, accuracy was 71.7-119%; precision was ≤ 12.5%. The developed methods were applied to 51 dietary supplements collected from 2019 to 2021 through MFDS alert system. Based on our previous monitoring study, major compounds were icariin, sibutramine, yohimbine, sildenafil, tadalafil, sennosides (A, B), cascarosides (A, B, C, D), and phenolphthalein. In this study, we re-analyzed samples of detected compounds, and evaluated the statistical difference using Bland-Altman analysis to compare two analytical approaches between HPLC and LC-MS/MS. These results showed a good agreement between two methods that can be used to monitor the unapproved ingredients in dietary supplements. The developed two methods are complementarily suitable for monitoring the adulteration of 80 unapproved compounds in dietary supplements.

Behaviour and design of stainless steel shear connectors in composite beams

  • Yifan Zhou;Brian Uy;Jia Wang;Dongxu Li;Xinpei Liu
    • Steel and Composite Structures
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    • 제46권2호
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    • pp.175-193
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    • 2023
  • Stainless steel-concrete composite beam has become an attractive structural form for offshore bridges and iconic high-rise buildings, owing to the superior corrosion resistance and excellent ductility of stainless steel material. In a composite beam, stainless steel shear connectors play an important role by establishing the interconnection between stainless steel beam and concrete slab. To enable the best use of high strength stainless steel shear connectors in composite beams, high strength concrete is recommended. To date, the application of stainless steel shear connectors in composite beams is still very limited due to the lack of research and proper design recommendations. In this paper, a total of seven pushout specimens were tested to investigate the load-slip behaviour of stainless steel shear connectors. A thorough discussion has been made on the differences between stainless steel bolted connectors and welded studs, in terms of the failure modes, load-slip behaviour and ultimate shear resistance. In parallel with the experimental programme, a finite element model was developed in ABAQUS to simulate the behaviour of stainless steel shear connectors, with which the effects of shear connector strength, concrete strength and embedded connector height to diameter ratio (h/d) were evaluated. The obtained experimental and numerical results were analysed and compared with existing codes of practice, including AS/NZS 2327, EN 1994-1-1 and ANSI/AISC 360-16. The comparison results indicated that the current codes need to be improved for the design of high strength stainless steel shear connectors. On this basis, modified design approaches were proposed to predict the shear capacity of stainless steel bolted connectors and welded studs in the composite beams.

광 추적 시뮬레이션에 의한 시간 별 파프리카의 수광 및 광합성 속도 분포 예측 (Time Change in Spatial Distributions of Light Interception and Photosynthetic Rate of Paprika Estimated by Ray-tracing Simulation)

  • 강우현;황인하;정대호;김동필;김재우;김진현;박경섭;손정익
    • 생물환경조절학회지
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    • 제28권4호
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    • pp.279-285
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    • 2019
  • 작물의 일중 광합성량을 정확하게 추정하기 위해서는 일중 태양의 위치 변화에 따른 작물의 정확한 수광량 변화를 정확하게 예측해야 한다. 그러나, 이는 많은 시간, 비용, 노력이 소요되며, 측정의 어려움이 수반된다. 현재까지 다양한 모델링 기법이 적용되었으나 기존 방식으로는 정확한 수광 예측이 어려웠다. 본 연구의 목적은 파프리카의 3차원 스캔 모델과 광학 시뮬레이션을 이용하여 일중 시간 별 캐노피 수광 분포와 광합성 속도의 변화를 예측하는 것이다. 휴대용 3차원 스캐너를 이용하여 온실에서 재배되는 파프리카의 구조 모델을 구축하였다. 주변 개체의 유무에 따른 캐노피 수광 분포의 변화를 보기 위하여 작물 모델 별 간격을 60cm로 $1{\times}1$, $9{\times}9$ 정방형 배치하여 광학 시뮬레이션을 수행하였다. 광합성 속도는 직각쌍곡선 모델을 이용하여 계산하였다. 3차원 파프리카 모델 표면의 수광 분포는 오전 9시, 정오, 오후 3시의 태양 각도에 따라 서로 다른 양상을 보였다. 캐노피 총 수광량은 $9{\times}9$ 배치로 주변 개체 수가 늘어남에 따라 감소하였고, 태양 고도가 가장 높은 정오에서의 감소율이 가장 적었다. 캐노피 광합성 속도와 $CO_2$ 소모량 역시 수광량과 비슷한 양상을 보였으나 작물 상단부 엽의 광합성 속도 포화로 인해 수광량 변화에 비해 적은 감소율을 보였다. 본 연구에서는 파프리카의 3차원 스캔 모델과 광학 시뮬레이션을 이용하여 가상 환경 조건에서의 캐노피 수광과 광합성 분포를 분석할 수 있었으며, 이는 추후 다양한 재배 조건에서 작물 수광량과 광합성 속도를 예측하는 데에 효과적으로 활용될 수 있을 것으로 사료된다.

복부대동맥류 치료의 임상적 고찰; 후복막 접근법과 경복막 접근법의 비교 (Clinical Study of the Treatments for Abdominal Aortic Aneurysm; Comparison between the Retroperitoneal and Transperitoneal Approaches)

  • 손봉수;정성운;이상권
    • Journal of Chest Surgery
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    • 제42권1호
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    • pp.34-40
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    • 2009
  • 배경: 1960년대 이래로 복부 대동맥류의 주된 수술적 접근 방법은 경복막 접근법이나, 최근에는 후복막 접근법을 이용한 향상된 수술 성적들이 보고되고 있다. 하지만 후복막 접근법과 경복막 접근법의 비교에 대한 국내 연구는 제한적이다. 대상 및 방법: 2001년 1월부터 2007년 7월까지 복부대동맥류로 진단 받고 수술적 대동맥 치환술을 받은 36명 중 후복막 접근법을 이용한 17명과 경복막 접근법을 이용한 19명의 수술 전 위험인자, 술 후 합병증, 수술 사망률을 비교 분석하였다. 전체 36명의 환자에서 수술사망의 위험인자를 조사하고 Kaplan-Meier 생존 분석을 이용한 술 후 장기 생존율 조사하였다. 결과: 대상 환자 중 두 군간에 성별, 연령, 동반 질환의 유무, 흡연력, 파열 유무, 술 전 증상간의 유의한 차이는 없었으며, 대동맥 재건술식, 수술시간 및 술 후 합병증의 발생빈도에서도 유의한 차이가 없었다. 그러나 후복막 접근법 군에서 술 후 금식 기간 및 비위관 제거 기간이 짧았으며(p<0.05), 중환자실 재실 기간에서도 경복막 접근법 군에 비하여 유의하게 짧았다(p<0.05), 수술 사망은 총 6명(16.7%)이었으며 그 중 5명이 술 전 파열된 경우로, 단변량 분석에서 수술 전 1.8 mg/dL 이상의 혈중 크레아티닌 수치를 보이는 경우(p=0.016)및 파열된 복부 대동맥류(p<0.001)가 유의한 수술 사망의 위험 인자로 조사되었다. Kaplan-Meier 생존율 조사에서는 두 군간의 장기생존율의 차이는 없었으며 전체 환자의 5년 생존율은 57.5%였다. 결론: 본 연구 결과 후복막 접근법이 경복막 접근법에 비하여 중환자실 재실 기간이 짧고 술 후 금식 기간 및 비위간 거치 기간이 짧은 장점이 있었다. 따라서 후복막 접근법에 대한 특별한 금기가 없다면 후복막 접근법을 일차적으로 고려하는 것이 좋을 것으로 사료된다.