• 제목/요약/키워드: reliability physics

검색결과 195건 처리시간 0.031초

SVR model reconstruction for the reliability of FBG sensor network based on the CFRP impact monitoring

  • Zhang, Xiaoli;Liang, Dakai;Zeng, Jie;Lu, Jiyun
    • Smart Structures and Systems
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    • 제14권2호
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    • pp.145-158
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    • 2014
  • The objective of this study is to improve the survivability and reliability of the FBG sensor network in the structural health monitoring (SHM) system. Therefore, a model reconstruction soft computing recognition algorithm based on support vector regression (SVR) is proposed to achieve the high reliability of the FBG sensor network, and the grid search algorithm is used to optimize the parameters of SVR model. Furthermore, in order to demonstrate the effectiveness of the proposed model reconstruction algorithm, a SHM system based on an eight-point fiber Bragg grating (FBG) sensor network is designed to monitor the foreign-object low velocity impact of a CFRP composite plate. Simultaneously, some sensors data are neglected to simulate different kinds of FBG sensor network failure modes, the predicting results are compared with non-reconstruction for the same failure mode. The comparative results indicate that the performance of the model reconstruction recognition algorithm based on SVR has more excellence than that of non-reconstruction, and the model reconstruction algorithm almost keeps the consistent predicting accuracy when no sensor, one sensor and two sensors are invalid in the FBG sensor network, thus the reliability is improved when there are FBG sensors are invalid in the structural health monitoring system.

양성자 치료 전산모사를 위한 Geant4 전자기 물리 모델 정확성 검증 (Precision Validation of Electromagnetic Physics in Geant4 Simulation for Proton Therapy)

  • 박소현;라정은;신정욱;박성용;윤세철;정원균;서태석
    • 한국의학물리학회지:의학물리
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    • 제20권4호
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    • pp.225-234
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    • 2009
  • Geant4 toolkit은 전자기적 상호작용(electromagnetic interactions)에 대한 다양한 물리적 모델을 제공한다. 이러한 물리적 모델들에 대한 검증은 신뢰성 있는 Geant4 응용을 위해서 중요한 역할을 한다. 그러므로, 본 연구의 목적은 양성자 치료 전산모사를 위해 Geant4가 제공하는 물리적 모델 중 전자기 물리 모델의 정확성을 검증하는 것이다. 검증은 물, 뼈, 지방 그리고 원자번호가 다른 물질에 대해 양성자의 CSDA 비정(continuous slowing down approximation range)과 저지능(stopping power) 데이터를 미국 국립기술표준원(National Institute of Standards and Technology, NIST)의 데이터를 각각 비교하는 방법으로 이루어졌다. 물, 뼈 그리고 지방에 대해 0.01 MeV에서 10 GeV 범위의 입사 에너지의 CSDA 비정과 저지능 전산모사 결과와 NIST값을 비교한 결과, CSDA 비정의 평균 차는 각각 1.0%, 1.4% 그리고 1.4%를 나타내었고, 저지능에 대한 평균 차는 각각 0.7%, 1.0% 그리고 1.3%를 나타내었다. 또한, 각 물질에 대한 NIST 값과의 유의성을 분석하기 위해 kolmogorov-smirnov Goodness-of-Fit 통계분석 방법을 이용한 결과, 전자기 물리 모델의 전산모사 결과 데이터와 NIST 데이터 사이의 유의성을 나타내는 p-value가 유의 수준 0.05 이상 값을 가진다는 것을 확인 하였으며, 이를 통해 Geant4 전자기 물리 모델의 정확성을 검증할 수 있었다.

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Manufacturing and testing of flat-type divertor mockup with advanced materials

  • Nanyu Mou;Xiyang Zhang;Qianqian Lin;Xianke Yang;Le Han;Lei Cao;Damao Yao
    • Nuclear Engineering and Technology
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    • 제55권6호
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    • pp.2139-2146
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    • 2023
  • During reactor operation, the divertor must withstand unprecedented simultaneous high heat fluxes and high-energy neutron irradiation. The extremely severe service environment of the divertor imposes a huge challenge to the bonding quality of divertor joints, i.e., the joints must withstand thermal, mechanical and neutron loads, as well as cyclic mode of operation. In this paper, potassium-doped tungsten (KW) is selected as the plasma facing material (PFM), oxygen-free copper (OFC) as the interlayer, oxide dispersion strengthened copper (ODS-Cu) alloy as the heat sink material, and reduced activation ferritic/martensitic (RAFM) steel as the structural material. In this study, a vacuum brazing technology is proposed and optimized to bond Cu and ODS-Cu alloy with the silver-free brazing material CuSnTi. The most appropriate brazing parameters are a brazing temperature of 940 ℃ and a holding time of 15 min. High-quality bonding interfaces have been successfully obtained by vacuum brazing technology, and the average shear strength of the as-obtained KW/Cu and ODS-Cu alloy joints is ~268 MPa. And a fabrication route for manufacturing the flat-type divertor target based on brazing technology is set. For evaluating the reliability of the fabrication technologies under the reactor relevant condition, the high heat flux test at 20 MW/m2 for the as-manufactured flat-type KW/Cu/ODS-Cu/RAFM mockup is carried out by using the Electron-beam Material testing Scenario (EMS-60) with water cooling. This paper reports the improved vacuum brazing technology to connect Cu to ODS-Cu alloy and summarizes the production route, high heat flux (HHF) test, the pre and post non-destructive examination, and the surface results of the flat-type KW/Cu/ODS-Cu/RAFM mockup after the HHF test. The test results demonstrate that the mockup manufactured according to the fabrication route still have structural and interfacial integrity under cyclic high heat loads.

가상목업을 활용한 협업 정비 시뮬레이션 시스템 (Collaborative Maintenance Simulation System Using Virtual Mockup)

  • 이준규
    • 한국멀티미디어학회논문지
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    • 제15권1호
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    • pp.148-165
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    • 2012
  • 가상목업을 이용한 정비 시뮬레이션을 제품 설계 단계에 적용함으로써 시제품 제작 전 정비성을 검증할 수 있고, 제품 개발 비용을 절감할 것으로 기대되고 있다. 정비 시뮬레이션 결과는 정비 매뉴얼 컨텐츠로 재사용하거나 RAM (Reliability, Availability, Maintainability) 분석 자료로 활용할 수 있다. 가상 환경에서 설계 타당성을 검증하기 위해 정비 시뮬레이션은 가상 제품의 물리특성, 부품의 조립관계, 조작 과정을 실제 환경과 유사하게 제공해야 한다. 시뮬레이션 시스템은 협업 정비 절차를 수행하기 위해 가상 협업 환경으로 확장되어야 한다. 본 논문은 현재 알려진 정비 시뮬레이션을 가상 협업 환경으로 확장하기 위한 3계층 시스템 구조와 물리모의 기반 협업 인터렉션 기술을 제안한다. 제안된 협업 정비 시뮬레이션 시스템은 가상목업 정비 시뮬레이션 시스템으로 구현하였으며, 시뮬레이션 결과를 VADE (Virtual Assembly Design Environment) 사례와 비교하여 물리모의 기반 협업 인터렉션 기술로 다양한 정비 작업을 모의하는 것이 가능함을 확인하였다.

Study on Validity and Reliablity of the Cutoff Probe and Langmuir Probe via Comparative Experiment in the Processing Plasma

  • Kim, D.W.;You, S.J.;You, K.H.;Lee, J.W.;Kim, J.H.;Chang, H.Y.;Oh, W.Y.
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2013년도 제44회 동계 정기학술대회 초록집
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    • pp.576-576
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    • 2013
  • Recently, diagnostics of plasma becomes more important due to requirement of precise control of plasma processing based on measurement of plasma characteristics. The Langmuir probe has been used for the diagnostics but it has an inevitable uncertainty and error sources such as incorrect tip length and RF noise. Instead of the Langmuir probe, various diagnostic methods have been developed and researched. The cutoff probe is promising one for plasma density using microwaves and resonance phenomenon at the plasma frequency. The cutoff probe has various advantages as follows; (i) it is simple and robust, (ii) it uses few assumptions, and (iii) it is free from deposition by reactive gas. However, the cutoff probe also has uncertainty and error sources such as gap between tips, tip length, direction of tip plane, and RF noise. In this study, the uncertainty and error sources in manufacturing both probes and in diagnostics process were analyzed via comparative experiment at various discharge conditions. Furthermore, to reveal the user dependence of both probes, three well trained Ph. D students made the Langmuir probe and the cutoff probe, respectively, and it were analyzed. Thought this study, it is established that reliability and validity of the Langmuir probe and the cutoff probe related with not only the intrinsic characteristics of probes but also probe user.

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Comparative Study on Microwave Probes for Plasma Density Measurement by FDTD Simulations

  • Kim, D.W.;You, S.J.;Na, B.K.;Kim, J.H.;Chang, H.Y.;Oh, W.Y.
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2014년도 제46회 동계 정기학술대회 초록집
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    • pp.218.1-218.1
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    • 2014
  • In order to measure the absolute plasma density, various probes are proposed and investigated and microwave probes are widely used for its advantages (Insensitivity to thin non-conducting material deposited by processing plasmas, High reliability, Simple process for determination of plasma density, no complicate assumptions and so forth). There are representative microwave probes such as the cutoff probe, the hairpin probe, the impedance probe, the absorption probe and the plasma transmission probe. These probes utilize the microwave interactions with the plasma-sheath and inserted structure (probe), but frequency range used by each probe and specific mechanisms for determining the plasma density for each probe are different. In the recent studies, behaviors of each microwave probe with respect to the plasma parameters of the plasma density, the pressure (the collision frequency), and the sheath width is abundant and reasonably investigated, whereas relative diagnostic characteristics of the probes by a comparative study is insufficient in spite of importance for comprehensive applications of the probes. However, experimental comparative study suffers from spatially different plasma characteristics in the same discharge chamber, a low-reproducibility of ignited plasma for an uncertainty in external discharge parameters (the power, the pressure, the flow rate and so forth), impossibility of independently control of the density, the pressure, and the sheath width as well as expensive and complicate experimental setup. In this paper, various microwave probes are simulated by finite-different time-domain simulation and the error between the input plasma density in FDTD simulations and the measured that by the unique microwave spectrums of each probe is obtained under possible conditions of plasma density, pressure, and sheath width for general low-temperature plasmas. This result shows that the each probe has an optimum applicable plasma condition and reliability of plasma density measurement using the microwave probes can be improved by the complementary use of each probe.

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조현병 환자가 시행한 주의력 네트워크 검사 점수의 검사-재검사 신뢰도 (Test-Retest Reliability of Attention Network Test Scores in Schizophrenia)

  • 이재창;김지은;김민영;양지선;한명훈;권혁찬;김기웅;임상현;정은의;김지웅;임우영;이상민;김승준
    • 정신신체의학
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    • 제25권2호
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    • pp.210-217
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    • 2017
  • 연구목적 조현병 환자의 선택적 주의력을 평가하기 위해 집중력 네트워크 검사(Attention Network Test)가 널리 사용되고 있으나, 조현병 환자들이 시행한 집중력 네트워크 검사 결과의 신뢰도에 대해서는 연구된 바가 거의 없다. 본 연구에서는 조현병 환자를 대상으로 주의력 네트워크 검사의 검사-재검사 신뢰도를 연구하여 이 검사의 심리측정적 특성(psychometric properties)을 평가하고자 하였다. 방 법 조현병 환자 14명, 일반인 23명이 본 연구에 참여하였다. 실험대상자들은 일주일 간격으로 두 번 동일한 시간에 주의력 네트워크 검사를 수행하였다. 검사-재검사 신뢰도를 분석하기 위해 피어슨 상관분석(Pearson correlation)과 급내 상관분석(Intra-class correlation)을 시행하였다. 결 과 조현병 환자들은 집중력 네트워크 검사의 측정 항목 중 평균 반응시간, 지향 효과, 갈등처리 효과에서 높은 정도의 상관관계를 보였다. 정확도에서는 중간부터 높은 정도의 상관관계를 보였으며, 각성 효과와 갈등처리 오답률에서는 중간 정도의 상관관계를 보였다. 한편, 일반인은 평균 반응시간에서 높은 정도의 상관관계를 보였고, 갈등처리 오답률에서 중간부터 높은 정도의 상관관계를 보였다. 또한, 각성 효과, 지향 효과, 갈등처리 효과에서 중간 정도의 상관관계를 보였으며, 각성 오답률에서 중간 정도의 역상관관계를 보였다. 결 론 본 연구 결과에 의하면, 조현병 환자와 일반인 모두에서 중간 정도 이상의 신뢰도를 보이는 집중력 네트워크 검사 항목은 평균 반응시간, 각성 효과, 지향 효과, 갈등처리 효과, 갈등처리 오답률 항목이다. 그러므로 집중력 네트워크 검사를 사용하여 조현병 환자군 대 일반 대조군 실험을 시행할 때, 상기 항목들의 결과를 비교하는 것이 신뢰도 측면에서 추천된다.

OPTICAL/NIR IMAGING OF AKARI NEP-WIDE SURVEY FIELD

  • Jeon, Yiseul;Im, Myungshin
    • 천문학논총
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    • 제27권4호
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    • pp.145-146
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    • 2012
  • We present the results from B-, R-, I-, J- and H-band observations of the NEP-Wide survey field. The NEP-Wide survey is an AKARI survey of the North Ecliptic Pole covering ~ 5 square degrees area. Our optical/NIR imaging supports the AKARI IR imaging data by providing a crucial coverage in the optical/NIR. The optical data were obtained in 2007 using the 1.5 m telescope and SNUCAM at Maidanak Observatory, Uzbekistan. The NIR data were obtained in 2008 with FLAMINGOS on the KPNO 2.1 m telescope. We used IRAF, SExtractor, SCAMP, and SWarp for reducing the raw data, I-band fringe pattern removal, astrometry, standard photometry calibration, and source detection. Our optical-NIR data reach the depths of B ~ 23.4, R ~ 23.1, I ~ 22.3, J ~ 21.05, and H ~ 20.64 AB mag at 5-sigma. Here, we present the astrometric accuracy, galaxy number counts, completeness, and reliability, as well as redshift tracks of some normal galaxies and quasars on the B - R vs. R - I color-color diagram. The photometric data are being used for identifying optical counterparts of the IR data provided by AKARI, studying their SEDs, and selecting interesting objects for spectroscopic follow-up studies.

양전자 소멸 수명 측정에 의한 양성자 조사된 BaSrFBr : Eu 박막 특성 (Positron Annihilation Lifetime Study on the Proton-Irradiation BaSrFBr : Eu Film)

  • 임유석;이종용
    • 한국재료학회지
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    • 제20권6호
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    • pp.307-311
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    • 2010
  • Positron annihilation lifetime spectroscopy is applied to BaSrFBr : Eu film which is used for the phosphore layer, and afterwards the reliability and self-consistency of source corrections in the positron lifetime spectroscopy is investigated using a $^{22}Na$ positron emitter covered by thin foils. The positron lifetime showed no significant change through the various proton irradiation energies. It is unusual that the measurements of the defects indicate that most of the defects were likely to have been generated by X-ray radiation. This may have resulted from the Bragg peaks of the proton characteristics. The Bragg peak does not affect the defect signals enough to distinguish the lifetimes and intensities in a material that is includes multi-grains. The lifetime ($\tau_1$) associated with positron annihilations in the Ba, Br, and Eu of the sample was about 250 ps, and due to the annihilations at F-centers or defects from the irradiated protons in sample, the lifetime ($\tau_2$) was about 500 ps.

응력 및 표면 고장물리를 고려한 MEMS 신뢰성 설계 기술 (Reliability Design of MEMS based on the Physics of Failures by Stress & Surface Force)

  • 이학주;김정엽;이상주;최현주;김경식;김장현
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2007년도 춘계학술대회A
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    • pp.1730-1733
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    • 2007
  • As semiconductor and MEMS devices become smaller, testing process during their production should follow such a high density trend. A circuit inspection tool "probe card" makes contact with electrode pads of the device under test (DUT). Nowadays, electrode pads are irregularly arranged and have height difference. In order to absorb variations in the heights of electrode pads and to generate contact loads, contact probes must have some levels of mechanical spring properties. Contact probes must also yield a force to break the surface native oxide layer or contamination layer on the electrodes to make electric contact. In this research, new vertical micro contact probe with bellows shape is developed to overcome shortage of prior work. Especially, novel bellows shape is used to reduce stress concentration in this design and stopper is used to change the stiffness of micro contact probe. Variable stiffness can be one solution to overcome the height difference of electrode pads.

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