• 제목/요약/키워드: Approximation theory

검색결과 451건 처리시간 0.021초

Molecular dynamics studies of interaction between hydrogenand carbon nano-carriers

  • Wang, Yun-Che;Wu, Chun-Yi;Chen, Chi;Yang, Ding-Shen
    • Coupled systems mechanics
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    • 제3권4호
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    • pp.329-344
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    • 2014
  • In this work, quantum molecular dynamics simulations (QMD) are preformed to study the hydrogen molecules in three types of carbon nanostructures, $C_{60}$ fullerene, (5,5) and (9,0) carbon nanotubes and graphene layers. Interactions between hydrogen and the nanostructures is of importance to understand hydrogen storage for the development of hydrogen economy. The QMD method overcomes the difficulties with empirical interatomic potentials to model the interaction among hydrogen and carbon atoms in the confined geometry. In QMD, the interatomic forces are calculated by solving the Schrodinger's equation with the density functional theory (DFT) formulation, and the positions of the atomic nucleus are calculated with the Newton's second law in accordance with the Born-Oppenheimer approximation. It is found that the number of hydrogen atoms that is less than 58 can be stored in the $C_{60}$ fullerene. With larger carbon fullerenes, more hydrogen may be stored. For hydrogen molecules passing though the fullerene, a particular orientation is required to obtain least energy barrier. For carbon nanotubes and graphene, adsorption may adhere hydrogen atoms to carbon atoms. In addition, hydrogen molecules can also be stored inside the nanotubes or between the adjacent layers in graphite, multi-layer graphene.

헤비 페르미온 CePd2Si2의 전자기적 특성 (Electromagnetic Property of a Heavy Fermion CePd2Si2)

  • 정태성
    • 한국전기전자재료학회논문지
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    • 제32권5호
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    • pp.399-402
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    • 2019
  • The electromagnetic properties of heavy fermion $CePd_2Si_2$ are investigated using density functional theory using the local density approximation (LDA) and LDA+U methods. The Ce f-bands are located near the Fermi energy and hybridized with the Pd-3d states. This hybridization plays an important role in generating the physical characteristics of this compound. The magnetic moment of $CePd_2Si_2$ calculated within the LDA scheme does not match with the experimental result because of the strong correlation interaction between the f orbitals. The calculation shows that the specific heat coefficient underestimates the experimental value by a factor of 5.98. This discrepancy is attributed to the formation of quasiparticles. The exchange interaction between the local f electrons and the conduction d electrons is the reason for the formation of quasiparticles. The exchange interaction is significant in $CePd_2Si_2$, which makes the quasiparticle mass increase. This enhances the specific heat coefficient.

고속 공기 스핀들 설계를 위한 근사해석과 회전체동역학의 비교 (Comparison of Approximation and Rotordynamics Solutions for Design of a High Speed Air Spindle)

  • 이재혁;박상신
    • Tribology and Lubricants
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    • 제35권5호
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    • pp.310-316
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    • 2019
  • This paper presents two methods for designing a high-speed air spindle operated over the rotational speed of 50,000 rpm. The first method is an approximate method, which assumes a symmetric spindle shape even though it is not symmetric in reality. The second is an analysis of rotordynamics using beam and solid models. The approximate method can be used to calculate the bearing load capacities, stiffness and damping coefficients, stability of the shaft system, and response of the forced excitation from the unbalanced mass. Designers can use this method to determine the dimensions of the desired spindle at the first stage of the design. The more detailed behavior of the spindle can be calculated using the rotordynamics theory using beam and solid models based on the Finite Element Method. In this paper, a spindle, with two air bearings, one motor at the end, and two air thrust bearings, is newly developed. The solutions from the two rotordynamics theories are compared with the solution obtained using the approximate method. The three calculations are in agreement, and the procedure for the design of a spindle system, supported on the externally pressurized air bearings, ispresented and discussed.

부분적으로 가려진 물체 인식을 위한 어닐드 홉필드 네트워크 (Annealed Hopfield Neural Network for Recognizing Partially Occluded Objects)

  • 윤석훈
    • 한국전자거래학회지
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    • 제26권2호
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    • pp.83-94
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    • 2021
  • 컴퓨터 비전 적용 분야에서 부분적으로 가려진 물체 인식의 필요성은 증가하고 있다. 물체를 확인하고 위치를 지정하는 데에 물체가 가려진 것은 심각한 문제를 야기한다. 이 논문은 여행자 소지 수하물에서 위험 물건을 발견하기 위하여 어닐드 홉필드 네트워크를 제안한다. 어닐드홉필드 네트워크는 하이브리드 홉필드 네트워크와 어닐링 이론에 기초한 확정적 근사방법이다. 하이브리드 홉필드 네트워크는 위험 물체의 이미지에서 발췌한 경계 점들과 코너 점들을 이용한다. 또한 어닐드 홉필드 네트워크의 런타임을 줄이기 위해 임계 온도를 조사하였다. 어닐드 홉필드 네트워크와 하이브리드 홉필드 네트워크의 성능을 비교하기 위하여 광범위한 컴퓨터 실험이 실행되었다.

Millimeter-wave diffraction-loss model based on over-rooftop propagation measurements

  • Kim, Kyung-Won;Kim, Myung-Don;Lee, Juyul;Park, Jae-Joon;Yoon, Young Keun;Chong, Young Jun
    • ETRI Journal
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    • 제42권6호
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    • pp.827-836
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    • 2020
  • Measuring the diffraction loss for high frequencies, long distances, and large diffraction angles is difficult because of the high path loss. Securing a well-controlled environment to avoid reflected waves also makes long-range diffraction measurements challenging. Thus, the prediction of diffraction loss at millimeter-wave frequency bands relies on theoretical models, such as the knife-edge diffraction (KED) and geometrical theory of diffraction (GTD) models; however, these models produce different diffraction losses even under the same environment. Our observations revealed that the KED model underestimated the diffraction loss in a large Fresnel-Kirchhoff diffraction parameter environment. We collected power-delay profiles when millimeter waves propagated over a building rooftop at millimeter-wave frequency bands and calculated the diffraction losses from the measurements while eliminating the multipath effects. Comparisons between the measurements and the KED and GTD diffraction-loss models are shown. Based on the measurements, an approximation model is also proposed that provides a simple method for calculating the diffraction loss using geometrical parameters.

Free vibration analysis of steel liquid storage tank with functionally graded column based on modified continuum mechanics

  • Cavus, Yakup Harun;Kupeli, Togay;Yayli, Mustafa Ozgur
    • Coupled systems mechanics
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    • 제11권4호
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    • pp.335-355
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    • 2022
  • It's important to note that the number of studies on the lateral vibration of steel liquid storage tanks has been quite modest in the past. The aim of this research has to look at the variables that affect vibration of storage tanks and to highlight the characteristics of a construction that hasn't received much attention in the literature. The storage tank has pre-sized in the study, and aluminum and steel have chosen as components. The specified material qualities and the factors utilized in the investigation has used to calculate vibration frequency values. The resulting calculations are backed up by tables and graphs, and it's an important to look into the parameters that affect the vibration frequencies that will occur on the designed storage tank vary. In the literature, water tanks are usually modelled as lumped masses. The horizontal stiffness of the column on which it is placed is assumed to be constant throughout. This is an approximation method of solving this problem. The column is handled in this study with a more realistic approach that fits the continuum mechanics in the analysis. The reservoir part is incorporated directly into the problem as the boundary condition.

Thermoelastic deformation behavior of functionally graded cylindrical panels with multiple perforations

  • Shyam K. Chaudhary;Vishesh R. Kar;Karunesh K. Shukla
    • Advances in aircraft and spacecraft science
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    • 제10권2호
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    • pp.127-140
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    • 2023
  • The present article focuses on the thermoelastic deformation behavior of inhomogeneous functionally graded metal/ceramic cylindrical shell structure with multiple perforations using 2D finite element approximation. Here, cylindrical shell structure is considered with single (1×1) and multiple (2×2, 3×3 and 4×4) perforations. The temperature-dependent elastic and thermal properties of functionally graded material are evaluated using Voigt's micromechanical material scheme via power-law function. The kinematics of the proposed model is based on the equivalent single-layer first-order shear deformation mid-plane theory with five degrees-of-freedom. Here, 2D isoparametric finite element solutions are obtained using eight-node quadrilateral elements. The mesh refinement of present finite element model is performed to confirm the appropriate number of elements and nodes for the analysis purpose. Subsequently, a comparison test is conducted to demonstrate the accuracy of present results. In later section, numerous numerical illustrations are demonstrated at different set of conditions by varying structural, material and loading parameters and that confirms the significance of various parameters such as power-law index, aspect ratio, thickness ratio, curvature ratio, number of perforations and temperature on the deformation characteristics of functionally graded cylindrical shell structure.

Multi-objective optimization of anisogride composite lattice plate for free vibration, mass, buckling load, and post-buckling

  • F. Rashidi;A. Farrokhabadi;M. Karamooz Mahdiabadi
    • Steel and Composite Structures
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    • 제52권1호
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    • pp.89-107
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    • 2024
  • This article focuses on the static and dynamic analysis and optimization of an anisogrid lattice plate subjected to axial compressive load with simply supported boundary conditions. The lattice plate includes diagonal and transverse ribs and is modeled as an orthotropic plate with effective stiffness properties. The study employs the first-order shear deformation theory and the Ritz method with a Legendre approximation function. In the realm of optimization, the Non-dominated Sorting Genetic Algorithm-II is utilized as an evolutionary multi-objective algorithm to optimize. The research findings are validated through finite element analysis. Notably, this study addresses the less-explored areas of optimizing the geometric parameters of the plate by maximizing the buckling load and natural frequency while minimizing mass. Furthermore, this study attempts to fill the gap related to the analysis of the post-buckling behavior of lattice plates, which has been conspicuously overlooked in previous research. This has been accomplished by conducting nonlinear analyses and scrutinizing post-buckling diagrams of this type of lattice structure. The efficacy of the continuous methods for analyzing the natural frequency, buckling, and post-buckling of these lattice plates demonstrates that while a degree of accuracy is compromised, it provides a significant amount of computational efficiency.

퍼지추론을 적용한 교통상충기법(TCT) 개발 (Development of Traffic Conflict Technique with Fuzzy Reasoning Theory)

  • 김원철;이수범;남궁문
    • 대한교통학회지
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    • 제20권1호
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    • pp.55-63
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    • 2002
  • 교통상충기법 Traffic Conflict Technique(TCT)은 사고자료가 부족한 경우나 단기간내에 교차로의 안전도를 진단해야 할 경우에 유용하게 사용되는 방법으로 알려져 있다. 상충기법에 사용되는 자료는 조사원에 의해 수집되기 때문에 조사원의 개인적 특성과 지식(Knowledge)정도에 따라 다르게 나타난다. 이와 같은 조사원의 개인적 오차는 그 양이 최소화되어 상충분석 계산과정에서 다루어져야 하지만. 이를 명백하게 최소화하는 방안에 대한 연구는 활발히 진행되고 있지 못한 실정이다. 이에 본 연구에서는 이러한 조사원 개인의 오차를 최소화하는 방안에 대해 연구를 진행하였다. 이를 위해 퍼지추론이론을 기존의 교통상충모형에 적용하여, 새로운 교통상충모형을 개발하였다. 퍼지추론은 사물에 대한 인간의 인식이 정확하지 않아 발생되는 불확실성을 근사추론구조를 적용함으로써 계산을 객관화할 수 있기 때문에 조사원 개인의 인지 오차량을 최소화 할 수 있는 방법으로 적합하다. 퍼지추론을 적용한 교통상충모형을 개발한 후, 사례연구를 실시한 결과 조사된 상충데이터가 합리적으로 정제되고 그 분산영역이 전체적으로 약 53% 정도 줄었음을 확인할 수 있었으며, 기존의 교통상충모형에 비하여 정도가 약 2배 정도 향상되었음을 전환계수의 비교를 통해 알 수 있었다. 본 연구에서 제시한 방법론은 도로 및 교차로의 안전도 평가, 교통사고 잦은 지점 개선사업 전·후의 효과분석 등에 유용하게 이용될 수 있다.

결정론적인 방법과 확률론적인 방법을 이용한 수송용기 방사선차폐해석의 비교 및 검증 (Verification of the Radiation Shielding Analysis of Shipping Cask Using Deterministic and Probabilistic Methods)

  • 윤정현;이인구;방경식;최병일;김종경
    • Journal of Radiation Protection and Research
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    • 제21권1호
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    • pp.17-25
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    • 1996
  • 본 연구에서는 사용 후 핵연료의 안전수송을 위한 수송용기의 설계/해석 항목 중 용기 내부에 장전한 핵연료에서 방출되는 중성자의 방사선량률을 효과적으로 평가하는 방법을 구축하기 위하여 수송용기의 방사선차폐해석을 기존의 해석 수행방법인 결정론적인 방법으로 수행하고 확률론적인 방법으로 그 결과를 검증하였다. 결정론적 방법을 이용한 해석코드로 Discrete Ordinate 방법의 DOT4.2 코드를 사용하였으며, 이에 대한 비교와 검증을 위한 확률론적 방법의 차폐해석 코드로는 Monte Carlo 해법의 해석코드인 MCNP4A을 이용하였다. 동일한 대상물에 대한 방사선량율에 대한 평가를 두 방법으로 수행한 결과 두 방법으로부터의 해석결과는 큰 차이를 보이지 않았다. 이 결과비교를 통하여 사용후 핵연료 수송용기에 대한 방사선량율 평가가 올바르게 수행된 것을 확인할 수 있었고 또한 설계 및 해석에 관한 품질보중사항이 규정된 10CFR71 appendixH의 설계해석 및 전산코드 검증에 따한 요구조건을 만족시킬 수 있었다.

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