• 제목/요약/키워드: Data Perturbation

검색결과 222건 처리시간 0.025초

Perturbation analysis for robust damage detection with application to multifunctional aircraft structures

  • Hajrya, Rafik;Mechbal, Nazih
    • Smart Structures and Systems
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    • 제16권3호
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    • pp.435-457
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    • 2015
  • The most widely known form of multifunctional aircraft structure is smart structures for structural health monitoring (SHM). The aim is to provide automated systems whose purposes are to identify and to characterize possible damage within structures by using a network of actuators and sensors. Unfortunately, environmental and operational variability render many of the proposed damage detection methods difficult to successfully be applied. In this paper, an original robust damage detection approach using output-only vibration data is proposed. It is based on independent component analysis and matrix perturbation analysis, where an analytical threshold is proposed to get rid of statistical assumptions usually performed in damage detection approach. The effectiveness of the proposed SHM method is demonstrated numerically using finite element simulations and experimentally through a conformal load-bearing antenna structure and composite plates instrumented with piezoelectric ceramic materials.

공진기 섭동방법을 이용한 마이크로파 페라이트의 복소 유전율과 선폭 측정 (Complex Permittivity and Linewidth Measurements of Microwave Ferrites Using the Cavity Perturbation Method)

  • 엄동진;오호석;박동철;윤상원
    • 전자공학회논문지A
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    • 제30A권4호
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    • pp.11-19
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    • 1993
  • The complex permittivity and the linewidth of microwave ferrites are measured using the well known cavity perturbation method. The cavity perturbation method has been widely used for the measurement of complex permittivity and conductivity of low loss magnetic and dielectric materials at microwave frequencies. TT1-2000, TT73-2200, and G-113 samples ordered from Trans-Tech Inc, are tested. TE$_{103}$ and TE$_{106}$ rectangular waveguide cavities are fabricated and the ferrite sample of cylidrical rod and sphere shapes are prepared. The error between the measurement values and the supplier's data is less than 1 percent in case of $\varepsilon$’ and about 10 percent in case of linewidth ($\Delta$H). Worst case error analysis shows that our measured results are well within the error bound calculated from the accuracy specification of the measuring instruments.

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다축 화물자동차의 축하중을 이용한 화물중량측정기 설계 및 구현 (Design and Implementation of weight scaler of loading for multi-axles)

  • 한정열;유수엽;김기수
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2002년도 합동 추계학술대회 논문집 정보 및 제어부문
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    • pp.228-232
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    • 2002
  • This paper is reporting the whole process of developing a weight measuring scaler of truck and trailer system for static and dynamic condition. The sensors attached on the top of springs each wheels. Acquisition and data processing performs accurate data extraction from noise environment, filtering and estimation. Weight information was highly distorted with noise and perturbation. Hence the perturbation was classified several categories and evaluated for accurate signal extract. The final products supply accurate and easy readable data of load weight for truck. It supplies total weight as well as loading condition of each axle. It is expected that it give the information to the truck operator of proper amount loading and safe condition to drive with it.

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Neurotoxin-Induced Pathway Perturbation in Human Neuroblastoma SH-EP Cells

  • Do, Jin Hwan
    • Molecules and Cells
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    • 제37권9호
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    • pp.672-684
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    • 2014
  • The exact causes of cell death in Parkinson's disease (PD) remain unknown despite extensive studies on PD.The identification of signaling and metabolic pathways involved in PD might provide insight into the molecular mechanisms underlying PD. The neurotoxin 1-methyl-4-phenylpyridinium ($MPP^+$) induces cellular changes characteristic of PD, and $MPP^+$-based models have been extensively used for PD studies. In this study, pathways that were significantly perturbed in $MPP^+$-treated human neuroblastoma SH-EP cells were identified from genome-wide gene expression data for five time points (1.5, 3, 9, 12, and 24 h) after treatment. The mitogen-activated protein kinase (MAPK) signaling pathway and endoplasmic reticulum (ER) protein processing pathway showed significant perturbation at all time points. Perturbation of each of these pathways resulted in the common outcome of upregulation of DNA-damage-inducible transcript 3 (DDIT3). Genes involved in ER protein processing pathway included ubiquitin ligase complex genes and ER-associated degradation (ERAD)-related genes. Additionally, overexpression of DDIT3 might induce oxidative stress via glutathione depletion as a result of overexpression of CHAC1. This study suggests that upregulation of DDIT3 caused by perturbation of the MAPK signaling pathway and ER protein processing pathway might play a key role in $MPP^+$-induced neuronal cell death. Moreover, the toxicity signal of $MPP^+$ resulting from mitochondrial dysfunction through inhibition of complex I of the electron transport chain might feed back to the mitochondria via ER stress. This positive feedback could contribute to amplification of the death signal induced by $MPP^+$.

Leverage Measures in Nonlinear Regression

  • Kahng, Myung-Wook
    • Journal of the Korean Data and Information Science Society
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    • 제18권1호
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    • pp.229-235
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    • 2007
  • Measures of leverage in nonlinear regression models are discussed by extending the leverage in linear regression models. The connection between measures of leverage and nonlinearity of the models are explored. Illustrative example based on real data is presented.

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Influence diagnostics for skew-t censored linear regression models

  • Marcos S Oliveira;Daniela CR Oliveira;Victor H Lachos
    • Communications for Statistical Applications and Methods
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    • 제30권6호
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    • pp.605-629
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    • 2023
  • This paper proposes some diagnostics procedures for the skew-t linear regression model with censored response. 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. Inspired by the power and wide applicability of the EM-type algorithm, local and global influence analysis, based on the conditional expectation of the complete-data log-likelihood function are developed, following Zhu and Lee's approach. For the local influence analysis, four specific perturbation schemes are discussed. Two real data sets, from education and economics, which are right and left censoring, respectively, are analyzed in order to illustrate the usefulness of the proposed methodology.

On Roots of Perturbed Polynomials

  • Park, Young-Kou
    • Journal of the Korean Data and Information Science Society
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    • 제16권1호
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    • pp.127-136
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    • 2005
  • We will derive some results on the perturbation of roots using Newton's interpolation formula. And we also compare our results with those obtained by Ostrowski by giving some numerical experiments with Wilkinson's polynomials.

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이동통신 광대역 PIFA 안테나 설계 및 해석 (The Design of Broadband PIFA for Hand-Held Mobile Phones)

  • 김상준;이대헌;박천석
    • 한국전자파학회논문지
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    • 제14권8호
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    • pp.855-862
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    • 2003
  • 본 논문에서 제안하는 안테나는 기존 내장형 안테나의 일종인 PIFA의 단점으로 협대역 문제를 해결하기 위하여, 복사 소자와 접지면 사이에 단락판을 위치시키는 변형된 안테나 형태인 PIFA(Planar Inverted-FAntenna) 구조를 제안하였다. 또한 보다 넓은 대역폭을 가지도록 방사 패치에 톱니모양의 perturbation을 주었다. 제안된 방식으로 단말기에 내장형으로 사용하기 위하여 안테나의 높이(h=0.015λ)를 최소한으로 하여 원하는 대역폭(5.2 %)을 얻었다. slim형으로 하기 위해 안테나의 특성을 급전위치(Yf, Zf), 단락 스트립(Short plate)의 위치 (Zs), 폭 (Ws), perturbation폭(w), 길이(d), 단락 스트립 높이(h), 유전율 변화($\varepsilon$$_{r}$)가 안테나에 어떤 변화를 미치는지를 조사하였다. 또한 기존 PIFA 안테나와의 대역을 비교하고, 제안된 패턴을 H, E plane으로 나타내었다. 논문의 객관성을 입증하기 위하여 FIM(Finite Integration Method) 방식에 기반인 MWS(Microwave Studio) 소프트웨어를 이용하여 Simulation 하였으며, 각각의 구조 파라미터 변화에 따른 안테나 특성을 분석하였다. 그리고 실제 제작한 안테나의 실험결과와 비교하여 증명한 결과, 제안된 방식의 PIFA 안테나 실용화가 가능성을 확인하였다..