• 제목/요약/키워드: sensitivity increasing method

검색결과 243건 처리시간 0.03초

Vibration analysis of defected and pristine triangular single-layer graphene nanosheets

  • Mirakhory, M.;Khatibi, M.M.;Sadeghzadeh, S.
    • Current Applied Physics
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    • 제18권11호
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    • pp.1327-1337
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    • 2018
  • This paper investigates the vibration behavior of pristine and defected triangular graphene sheets; which has recently attracted the attention of researchers and compare these two types in natural frequencies and sensitivity. Here, the molecular dynamics method has been employed to establish a virtual laboratory for this purpose. After measuring the different parameters obtained by the molecular dynamics approach, these data have been analyzed by using the frequency domain decomposition (FDD) method, and the dominant frequencies and mode shapes of the system have been extracted. By analyzing the vibration behaviors of pristine triangular graphene sheets in four cases (right angle of 45-90-45 configuration, right angle of 60-90-30 configuration, equilateral triangle and isosceles triangle), it has been demonstrated that the natural frequencies of these sheets are higher than the natural frequency of a square sheet, with the same number of atoms, by a minimum of 7.6% and maximum of 26.6%. Therefore, for increasing the resonance range of sensors based on 2D materials, nonrectangular structures, and especially the triangular structure, can be considered as viable candidates. Although the pristine and defective equilateral triangular sheets have the highest values of resonance, the sensitivity of defective (45,90,45) triangular sheet is more than other configurations and then, defective (45,90,45) sheet is the worst choice for sensor applications.

Investigate the effect of spatial variables on the weather radar adjustment method for heavy rainfall events by ANFIS-PSO

  • Oliaye, Alireza;Kim, Seon-Ho;Bae, Deg-Hyo
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2022년도 학술발표회
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    • pp.142-142
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    • 2022
  • Adjusting weather radar data is a prerequisite for its use in various hydrological studies. Effect of spatial variables are considered to adjust weather radar data in many of these researches. The existence of diverse topography in South Korea has increased the importance of analyzing these variables. In this study, some spatial variable like slope, elevation, aspect, distance from the sea, plan and profile curvature was considered. To investigate different topographic conditions, tried to use three radar station of Gwanaksan, Gwangdeoksan and Gudeoksan which are located in northwest, north and southeast of South Korea, respectively. To form the suitable fuzzy model and create the best membership functions of variables, ANFIS-PSO model was applied. After optimizing the model, the correlation coefficient and sensitivity of adjusted Quantitative Precipitation Estimation (QPE) based on spatial variables was calculated to find how variables work in adjusted QPE process. The results showed that the variable of elevation causes the most change in rainfall and consequently in the adjustment of radar data in model. Accordingly, the sensitivity ratio calculated for variables shows that with increasing rainfall duration, the effects of these variables on rainfall adjustment increase. The approach of this study, due to the simplicity and accuracy of this method, can be used to adjust the weather radar data and other required models.

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ZnO 피뢰기 소자의 저항분 누설전류 측정 및 분석 (A Measurement and Diagnosis for Resistive Leakage Current of ZnO Arrester Element)

  • 이복희;강성만;박진우
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1999년도 하계학술대회 논문집 E
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    • pp.2155-2157
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    • 1999
  • This paper describes a new measurement method of resistive current and the technique of deterioration diagnosis for ZnO element. The consequence of current increasing (resistive current) with time is the eventual attainment of a state of thermal instability that may lead to arrester failure. So, it is very important to measure a leakage current of ZnO arrester installed at on-state. For the high-precision and more reliability, an iron core, which has a very high relative permeability, was used for increasing detection sensitivity, and we also used the personal computer for the data storage and program and analysis. And we have verified the reliability and performance of the sensing device through several laboratory tests.

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무요소법을 이용한 균열진전 문제의 형상 최적설계 (Shape Design Optimization of Crack Propagation Problems Using Meshfree Methods)

  • 김재현;하승현;조선호
    • 한국전산구조공학회논문집
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    • 제27권5호
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    • pp.337-343
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    • 2014
  • 본 논문에서는 재생 커널 기법을 사용하여 혼합모드 균열진전 문제에 대한 연속체 기반의 형상 설계민감도 해석을 수행하였다. 재생 커널 기법은 기존의 유한요소법과 달리 요소망을 재구성할 필요가 없어, 커널 함수의 연속성을 증가시켰을 때 높은 정밀도의 형상함수를 얻을 수 있다는 장점을 가지고 있다. 균열선단 주변에서 J-적분을 수행하기 위해 선형탄성 조건이 고려되었다. 변위장과 응력 확대 계수의 설계변수에 대한 감도해석을 위하여 물질도함수를 도입하였으며 직접 미분법보다 효율적인 애조인 방법을 사용하여 설계민감도를 유도하였다. 수치 예제들을 통해서 재생 커널 기법을 이용한 균열진전 해석결과의 타당성을 확인하였으며 애조인 방법을 이용한 형상 설계민감도 해석 결과를 유한차분법과 비교하여 매우 정확하고 효율적인 결과를 얻을 수 있음을 알 수 있었다. 이를 바탕으로 간단한 모델에 대하여 형상 최적설계를 수행하여 균열이 발생될 수 있는 구조물에 대해서 균열에 의한 피해를 최소화할 수 있도록 균열을 제어할 수 있는 최적의 형상을 도출하였다.

불균형 자료에서 불순도 지수를 활용한 분류 임계값 선택 (Selecting the optimal threshold based on impurity index in imbalanced classification)

  • 장서인;여인권
    • 응용통계연구
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    • 제34권5호
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    • pp.711-721
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    • 2021
  • 이 논문에서는 불균형 자료에 대한 분류 분석에서 불순도지수를 이용하여 임계값을 조정하는 방법에 대해 알아본다. 이항자료에 대한 분류에서는 소수범주를 Positive, 다수범주를 Negative라고 하면, 일반적으로 사용하는 0.5 기준으로 범주를 정하면 불균형 자료에서는 특이도는 높은 반면 민감도는 상대적으로 낮게 나오는 경향이 있다. 소수범주에 속한 개체를 제대로 분류하는 것이 상대적으로 중요한 문제에서는 민감도를 높이는 것이 중요한데 이를 분류기준이 되는 임계값을 조정을 통해 높이는 방법에 대해 알아본다. 기존연구에서는 G-mean이나 F1-score와 같은 측도를 기준으로 임계값을 조정했으나 이 논문에서는 CHAID의 카이제곱통계량, CART의 지니지수, C4.5의 엔트로피를 이용하여 최적임계값을 선택하는 방법을 제안한다. 최적임계값이 여러 개 나올 수 있는 경우 해결방법을 소개하고 불균형 분류 예제로 사용되는 데이터 분석을 통해 0.5를 기준으로 ?(무엇?)을 때와 비교하여 어떤 개선이 이루어졌는지 등을 분류성능측도로 알아본다.

RF sputtering 방법을 이용하여 제작한 ZnO 박막의 유독성 가스에 대한 반응 특성 연구 (Sensing properties of ZnO thin films fabricated by RF sputtering method for toxic gas)

  • 황현석;강현일;송준태
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2009년도 하계학술대회 논문집
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    • pp.247-247
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    • 2009
  • In this work, Ga-doped ZnO (GZO) thin films for toxic gas sensor application were deposited on low temperature co-fired ceramic (LTCC) substrates, by RF magnetron sputtering method. LTCC is one of promising materials for integration with heater, low cost production and high manufacturing yields than silicon substrate. The LTCC substrates with thickness of $400\;{\mu}m$ were fabricated by laminating 12 greentapes which consist of alumina and glass particle in an organic binder. The GZO thin films deposited on the substrates and were analyzed by X-ray diffraction method (XRD) and field emission scanning electron microscope (FESEM). The films are well crystallized in the hexagonal (wurzite) structure with increasing thickness. The fabricated sensors showed good sensitivity and fast response time to common types of toxic gases (NOx, COx).

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자동차 부품용 BLDC 모터 내의 코깅 토크 저감을 위한 설계 변수의 민감도 해석 (Sensitivity Analysis of Design Parameters for Reduction of Cogging Torque in Brushless DC Motors used for Automobile Part)

  • 황상문
    • 한국자동차공학회논문집
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    • 제6권2호
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    • pp.235-243
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    • 1998
  • For motor operation at low speeds and loads, torque pulsation by the cogging torque is often a source of vibration and control difficulty. In this paper, the magnetic field of a motor is calculated by finite element method. The periodic cogging torque is determined using Maxwell stress method and time stepping method, and then decomposed using fourier series expansion, The purpose of this paper is to characterize design parameters on the cogging torque and to design a permanent magnet motor with a cogging torque less vulnerable to vibration, without sacrificing the motor performance. The design parameters include stator slot width, permanent magnet slot width, airgap length and magnetization direction. A new design with a less populated frequency spectrum of the cogging torque is proposed after characterizing individual effect of design parameters. Magnet pole edge shaping, by gradually increasing the cogging torque with reduced higher harmonics.

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Decoupling Method Between Digital Signals on FPCB and Mobile Handset Antenna

  • Kim, Joon-Chul;Kim, Hyeong-Dong
    • ETRI Journal
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    • 제33권1호
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    • pp.121-124
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    • 2011
  • Digital harmonics, which may reduce the radio frequency sensitivity of a system, can be coupled with an antenna in a mobile handset. This letter presents a decoupling method for increasing the isolation between digital harmonics on a flexible printed circuit board (FPCB) and an antenna in terms of the ground mode current and the concept of reaction. We model the signal and ground lines in an FPCB as a loop circuit exciting a ground mode current and demonstrate a simple but efficient decoupling method for reducing the excited ground mode current.

피터 줌터 건축에 나타난 구축성에 관한 연구 - 재료, Joint와 Break, 구조, 장소를 중심으로 - (A Study on the Tectonic Quality of Peter Zumthor's Works with a focus on materials, joint, break, structure and context)

  • 김자영
    • 한국실내디자인학회논문집
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    • 제21권6호
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    • pp.252-259
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    • 2012
  • The aim of this study is in emphasizing the importance of the use of material and the tectonic and their influence on the spatial quality by analyzing Peter Zumthor's projects as case studies. In the research, Zumthor's choice of material, construction method (detail and structure) and the relationship with the context were analyzed in order to illustrate Zumthor's approach in making a strong tie with the locality. Three of Zumthor's projects of different sizes and programs were chosen to heighten the sensitivity of Zumthor's unique working method for each project. Peter Zumthor's architecture is neither superficial nor visually complex. On the contrary, he aims to express through the use of material and construction method, a unique relationship with the physical context, social context and most importantly the actual experience of the space itself. This study aims to contribute towards increasing the awareness and the interest in the materiality and the tectonics which are the fundamentals in spatial experience and spatial identity.

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A correction method for objective seismic damage index of reinforced concrete columns

  • Kang, Jun Won;Lee, Jeeho
    • Computers and Concrete
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    • 제21권6호
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    • pp.741-748
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    • 2018
  • In this paper, the sensitivity of a plastic-damage-based structural damage index on mesh density is studied. Multiple finite element meshes with increasing density are used to investigate their effect on the damage index values calculated from nonlinear finite element simulations for a reinforced concrete column subjected to cyclic loading. With the simulation results, this paper suggests a correction method for the objective damage index based on nonlinear regression of volumetric tensile damage ratio data. The modified damage index values are presented in the quasi-static cyclic simulation to show the efficacy of the suggested correction method.