• 제목/요약/키워드: Principle components analysis

검색결과 201건 처리시간 0.021초

Determination of Surface Currents on Circular Microstrip Antennas

  • Godaymi, Wa'il A.;Mohammed, Abdul-Kareem Abd Ali;Ahmed, Zeki A.
    • Journal of electromagnetic engineering and science
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    • 제12권4호
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    • pp.260-270
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    • 2012
  • This work aims to present a theoretical analysis of the electric and magnetic surface current densities of a circular microstrip antenna (CMSA) as a body of revolution. The rigorous analysis of these problems begins with the application of the equivalence principle, which introduces an unknown electric current density on the conducting surface and both unknown equivalent electric and magnetic surface current densities on the dielectric surface. These current densities satisfy the integral equations (IEs) obtained by canceling the tangential components of the electric field on the conducting surface and enforcing the continuity of the tangential components of the fields across the dielectric surface. The formulation of the radiation problems is based on the combined field integral equation. This formulation is coupled with the method of moments (MoMs) as a numerical solution for this equation. The numerical results of the electric and magnetic surface current densities on the outside boundary of a CMSA excited by $TM_{11^-}$ and $TM_{21^-}$ modes are presented. The radiation pattern is calculated numerically in the two principle planes for a CMSA and gives a good results compared with measured results published by other research workers.

가속도 센서 기반의 신체 부착형 플랫폼을 이용한 운동 인식 (Exercise Recognition using Accelerometer Based Body-Attached Platform)

  • 김주형;이정엄;박용찬;김대환;박귀태
    • 전기학회논문지
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    • 제58권11호
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    • pp.2275-2280
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    • 2009
  • u-Healthcare service is one of attractive applications in ubiquitous environment. In this paper, we propose a method to recognize exercises using a new accelerometer based body-attached platform for supporting u-Healthcare service. The platform consists of a device for measuring accelerometer data and a device for receiving the data. The former measures a user's motion data using a 3-axis accelerometer. The latter transmits the accelerometer data to a computer for recognizing the user's exercise. The algorithm for exercise recognition classifies the type of exercise using principle components analysis(PCA) from the accelerometer data transformed by discrete fourier transform(DFT), and estimates the repetition count of the recognized exercise using a peak detection algorithm. We evaluate the performance of the algorithm from the accuracy of the recognition of exercise type and the error rate of the estimation of repetition count. In our experimental result, the algorithm shows the accuracy about 98%.

복합재를 이용한 50m급 비행선 구조개발 (Development of 50m Class Airship Structures)

  • 양남선;강왕구;김동민;이진우;염찬홍
    • 한국복합재료학회:학술대회논문집
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    • 한국복합재료학회 2003년도 추계학술발표대회 논문집
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    • pp.127-131
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    • 2003
  • KARI developed 50m class unmanned airship. The airship employ the pressure envelope design principle. The envelope must be considered as a main structural element of the airship. The envelope & three ballonets are fabricated by polyfiber composite laminates. Other structural components (gondola, tailwing, nosecone & engine mounts) are manufactured by carbon fiber & glass fiber laminates. In order to develop a big unmanned airship, a large amount of structural design, analysis and tests had to be made. The paper describes the structural configuration of the 50m class uumanned airship which are basic starting point of the structural development of an airship. The paper includes the various designing processes, components development tests and analysis results. Envelope & ballonets development processes which are very different to conventional airplane design are given in details with actual analysis & test results. The paper also describes the structural design and analysis results for other composite made structures. Each components were tested by static design limit loads and structural safety were confirmed. The paper shows the manufactured structural components and assembled airship.

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Analytical Research to Determine the effects of the Components of ONGABO on the Viability of HepG2 Cancer Cells by Using the Sovereign, Minister, Assistant and Courier Principle (君臣佐使論)

  • Shin, Jeong-Hun;Jun, Seung-Lyul;Hwang, Sung-Yeoun;Ahn, Seong-Hun
    • 대한약침학회지
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    • 제15권4호
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    • pp.42-51
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    • 2012
  • Objectives: This study used the basic principle of Oriental medicine, the sovereign, minister, assistant and courier principle (君臣佐使論) to investigate the effects of the component of ONGABO, which is composed of Ginseng Radix (Red Ginseng), Angelica Gigantis Radix, Schisandrae Fructus, Cuscuta Semen and Curcumae tuber on the viability of HepG2 cells. Methods: Single and mixed extracts of the component of ONGABO were prepared by lypohilizing powder of Red Ginseng (6-year root from Kanghwa), Angelica Gigantis Radix, Schisandrae Fructus, Cuscuta Semen, Curcumae Tuber (from Omniherb Co., Ltd., Korea) at the laboratory of herbal medicine in Woosuk University and were eluted after being macerated with 100% ethanol for three days. The cell viability of HepG2 was determined by using an absorptiometric analysis with PrestoBlue (Invitrogen) reagent after the plate had been incubated for 48 hours. All of the experiments were repeated three times to obtain the average value and standard deviation. The statistical analysis was done and the correlation factor was obtained by using Microsoft Office Excel 2007 and Origin 6.0 software. Results: Although Ginseng Radix (Red Ginseng) and Schisandrae Fructus did not enhance the viability of HepG2 cells, they were shown to provide protection of those cells. On the other hand, Angelica Gigantis Radix decreased the viability of HepG2 cells significantly, Cuscuta Semen and Curcumae Tuber had a small or no effect on the viability of HepG2 cells. Conclusions: In the sovereign, minister, assistant and courier principle (君臣佐使論), Ginseng Radix (Red Ginseng) corresponds to the sovereign component because it provides cell protection effects, Angelica Gigantis Radix corresponds to minister medicinal because it kills cells, Schisandrae Fructus corresponds to the assistant medicinal to help red ginseng having cell protect effects. Cuscuta Semen and Curcumae Tuber correspond to the courier medicinal having no effect in cell viability in HepG2. We hope this study provides motivation for advanced research on the sovereign, minister, assistant and courier principle.

Fuzzy Sets을 이용한 시스템 부품의 고장가능성 진단에 관한 모델 (The possibility of failure of system component by fuzzy sets)

  • 김길동;조암
    • 품질경영학회지
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    • 제20권2호
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    • pp.44-54
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    • 1992
  • In conventional fault-tree analysis, the failure probabilities of components of a system are treated as exact values in estimating the failure probability of the top event. For the plant layout and systems of the products, however, it is often difficult to evaluate the failure probabilities of components from past occurences, because the environments of the systems change. Furthermore, it might be necessary to consider possible failure of components of the systems even if they have never failed before. In the paper, instead of the probability of failure, we propose the possibility of failure, viz, a fuzzy set defined in probability space. Thus, in this paper based on a fuzzy fault-tree model, the maximum possibility of system failure is determined from the possibility of failure of each component within the system according to the extension principle.

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Deformation and stress analysis of a sandwich cylindrical shell using HDQ Method

  • Shokrollahi, Hassan
    • Steel and Composite Structures
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    • 제27권1호
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    • pp.35-48
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    • 2018
  • In this paper, the response of a sandwich cylindrical shell over any sort of boundary conditions and under a general distributed static loading is investigated. The faces and the core are made of some isotropic materials. The faces are modeled as thin cylindrical shells obeying the Kirchhoff-Love assumptions. For the core material it is assumed to be thick and the in-plane stresses are negligible. The governing equations are derived using the principle of the stationary potential energy. Using harmonic differential quadrature method (HDQM) the equations are solved for deformation components. The obtained results primarily are compared against finite element results. Then, the effects of changing different parameters on the stress and displacement components of sandwich cylindrical shells are investigated.

포구속도측정레이더의 불확도에 관한 연구 (A Study on the Uncertainty of MVRS)

  • 박용석;최주호
    • 한국군사과학기술학회지
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    • 제10권1호
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    • pp.94-100
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    • 2007
  • MVRS's measuring principles are based on the Doppler principle. It measures the velocities near the muzzle using the doppler signal output from the antenna and then predicts the velocity of the bullet leaving the muzzle by performing the regression analysis on previous measured velocities. There are a number of error sources when calculating the muzzle velocity. Antenna has long term frequency stability error and the doppler signal from the antenna has noise. These two error sources influence the accuracy of estimated velocities from the doppler signal. Estimated velocity errors result in the random error of data statistics. And when performing a regression analysis these random error components are transferred to the fitting error component. This study also analyzed the error components according to the hardware limitations of MVRS-700 and the signal processing method, and presented the calculated uncertainty of muzzle velocity.

An Arabic Script Recognition System

  • Alginahi, Yasser M.;Mudassar, Mohammed;Nomani Kabir, Muhammad
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제9권9호
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    • pp.3701-3720
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    • 2015
  • A system for the recognition of machine printed Arabic script is proposed. The Arabic script is shared by three languages i.e., Arabic, Urdu and Farsi. The three languages have a descent amount of vocabulary in common, thus compounding the problems for identification. Therefore, in an ideal scenario not only the script has to be differentiated from other scripts but also the language of the script has to be recognized. The recognition process involves the segregation of Arabic scripted documents from Latin, Han and other scripted documents using horizontal and vertical projection profiles, and the identification of the language. Identification mainly involves extracting connected components, which are subjected to Principle Component Analysis (PCA) transformation for extracting uncorrelated features. Later the traditional K-Nearest Neighbours (KNN) algorithm is used for recognition. Experiments were carried out by varying the number of principal components and connected components to be extracted per document to find a combination of both that would give the optimal accuracy. An accuracy of 100% is achieved for connected components >=18 and Principal components equals to 15. This proposed system would play a vital role in automatic archiving of multilingual documents and the selection of the appropriate Arabic script in multi lingual Optical Character Recognition (OCR) systems.

감 재배지 간 과실 품질 차이에 관계한 기온요인 분석 (Analysis of Air Temperature Factors Related to Difference of Fruit Characteristics According to Cultivating Areas of Persimmon (Diospyros kaki Thunb.))

  • 김호철;전경수;김태춘
    • 생물환경조절학회지
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    • 제17권2호
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    • pp.124-131
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    • 2008
  • 본 연구에서는 감 재배지 간 과실 특성 차이에 관계한 기온 요인을 분석하고자 8개 단감 '부유' 재배지의 16개 기온요인과 과실 특성을 조사하여 주성분 및 다중회귀 분석을 실시하였다. 16개 기온요인 중 제1주성분은 12개 요인으로 이중 연 평균최저기온, 10월 평균기온, 연 평균최저극온, 생육기 평균기온의 영향력이 아주 높았다. 그리고 제2주성분은 4개 요인으로 4월에서 7월까지의 월 평균기온이었고 5월과 6월 평균기온의 영향력이 높았다. 이에 제2주성분까지 누적기여율은 91.4%로 재배지 간 기온 차이에 관여하는 기온 요인을 분석하는 데에는 충분하였다. 8개 재배지 중 5 재배지은 주요 기온요인이나 그 영향력에서 뚜렷한 차이를 나타내었다. 기온요인과 과실 특성 간 다중회귀분석에서 과고는 생육기 평균기온($X_8$) 겨울철 적산온도($X_6$) 영향을 뚜렷이 받으며 회귀식 $Y=150.55-5.375X_8+0.014X_6$을 나타내었고, 이 회귀식에 대하여 생육기 평균최저기온($X_9$), 적산온도($X_5$), 8월 평균기온($X_{12}$) 등이 영향을 주었다. 과경은 생육기 평균기온($X_8$, 부의 상관), 과육갈반정도는 생육기 평균최저기온($X_9$, 정의 상관), 과피색 $a^*$값은 연 평균최저기온($X_2$, 정의 상관)의 영향을 받는 것으로 나타났다.

MIT PEBBLE BED REACTOR PROJECT

  • Kadak, Andrew C.
    • Nuclear Engineering and Technology
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    • 제39권2호
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    • pp.95-102
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    • 2007
  • The conceptual design of the MIT modular pebble bed reactor is described. This reactor plant is a 250 Mwth, 120 Mwe indirect cycle plant that is designed to be deployed in the near term using demonstrated helium system components. The primary system is a conventional pebble bed reactor with a dynamic central column with an outlet temperature of 900 C providing helium to an intermediate helium to helium heat exchanger (IHX). The outlet of the IHX is input to a three shaft horizontal Brayton Cycle power conversion system. The design constraint used in sizing the plant is based on a factory modularity principle which allows the plant to be assembled 'Lego' style instead of constructed piece by piece. This principle employs space frames which contain the power conversion system that permits the Lego-like modules to be shipped by truck or train to sites. This paper also describes the research that has been conducted at MIT since 1998 on fuel modeling, silver leakage from coated fuel particles, dynamic simulation, MCNP reactor physics modeling and air ingress analysis.