• 제목/요약/키워드: Optimal value function

검색결과 532건 처리시간 0.029초

통계적 실험 방법에 의한 Ta 박막의 증착 특성 연구 (Characteristics of Sputtered Ta films by Statistical Method)

  • 서유석;박대규;정철모;김상범;손평근;이승진;김한민;양홍선;박진원
    • 한국재료학회지
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    • 제11권6호
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    • pp.492-497
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    • 2001
  • 통계적 방법을 사용하여 스퍼터 증착한 Ta 박막의 증착속도, 비저항, 면저항 균일도, 반사도, 응력 등의 물성을 측정하고 분석하였다. RS/1의 표면 반응 분석법에 의해 독립변수와 종속변수간의 함수관계를 예측하였으며. 이때 비저항과 면저항의 균일도 측면에서 최적조건은 증착 압력 2 mTorr, 증착 전력 8 W/$\textrm{cm}^2$ 및 기판온도 $20^{\circ}C$였다. 실험 모텔의 신뢰성 (fitness)은 풀링(pooling)하지 않은 경우 0.85 ~0.9의 값을 얻었다. 본 조건하에서 증착된 박막은 비저항 180$\mu$$\Omega$cm와 면저항 균일도 ~ 2%의 값을 가졌다. 투과전자 현미경과 X선 회절법을 이용하여 분석한 결과 증착된 박막은 100~200 정도의 결정립 크기를 갖는 $\beta$-Ta 임을 확인하였다.

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Post space preparation timing of root canals sealed with AH Plus sealer

  • Kim, Hae-Ri;Kim, Young Kyung;Kwon, Tae-Yub
    • Restorative Dentistry and Endodontics
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    • 제42권1호
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    • pp.27-33
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    • 2017
  • Objectives: To determine the optimal timing for post space preparation of root canals sealed with epoxy resin-based AH Plus sealer in terms of its polymerization and influence on apical leakage. Materials and Methods: The epoxy polymerization of AH Plus (Dentsply DeTrey) as a function of time after mixing (8, 24, and 72 hours, and 1 week) was evaluated using Fourier transform infrared (FTIR) spectroscopy and microhardness measurements. The change in the glass transition temperature ($T_g$) of the material with time was also investigated using differential scanning calorimetry (DSC). Fifty extracted human single-rooted premolars were filled with gutta-percha and AH Plus, and randomly separated into five groups (n = 10) based on post space preparation timing (immediately after root canal obturation and 8, 24, and 72 hours, and 1 week after root canal obturation). The extent of apical leakage (mm) of the five groups was compared using a dye leakage test. Each dataset was statistically analyzed by one-way analysis of variance and Tukey's post hoc test (${\alpha}=0.05$). Results: Continuous epoxy polymerization of the material with time was observed. Although the $T_g$ values of the material gradually increased with time, the specimens presented no clear $T_g$ value at 1 week after mixing. When the post space was prepared 1 week after root canal obturation, the leakage was significantly higher than in the other groups (p < 0.05), among which there was no significant difference in leakage. Conclusions: Poor apical seal was detected when post space preparation was delayed until 1 week after root canal obturation.

CuO첨가에 따른 0.95(K0.5Na0.5)NbO3-0.05Li(Sb0.8Nb0.2)O3 세라믹스의 유전 및 압전특성 (Dielectric and Piezoelectric Properties of 0.95(K0.5Na0.5)NbO3-0.05Li(Sb0.8Nb0.2)O3 Ceramics according to the Amount of CuO Addition)

  • 이유형;김도형;류주현;김인성;송재성;홍재일
    • 한국전기전자재료학회논문지
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    • 제22권6호
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    • pp.489-494
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    • 2009
  • In this study, In order to improve dielectric and piezoelectric properties of Lead-free piezoelectric ceramics, $0.95(K_{0.5}Na_{0.5})NbO_3-0.05Li(Sb_{0.8}Nb_{0.2})O_3+0.2\;wt%Ag_2O+0.4\;wt%MnO_2+Xwt%CuO$ were investigated as a function of the amount of CuO addition. With increasing the amount of CuO addition, density was increased up to 0.4 wt.% CuO and then decreased above. And also, electro mechanical coupling factor ($k_p$) was decreased. At the 0.4 wt% CuO added specimen sintered at $1020^{\circ}C$, $k_p$, Qm, density, dielectric constant (${\varepsilon}_r$) and $d_{33}$[pC/N] showed the optimal value of $4.37\;g/cm^3$, 0.354, 305, 645, and 144 pC/N respectively.

저장신뢰도 유지를 위한 최적 2단계 주기적 검사정책 (Optimal Two-Stage Periodic Inspection Policy for Maintaining Storage Reliability)

  • 조용석;이주호
    • Communications for Statistical Applications and Methods
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    • 제15권3호
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    • pp.387-402
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    • 2008
  • 본 연구에서는 장기간 보관 중인 장비의 신뢰도를 유지하기 위한 2단계 주기적 검사모형을 제안하였다. 제안된 모형은 불완전한 간이검사와 완전한 정밀검사를 단계적으로 사용하여 고장이 발견되거나 검사 후 저장신뢰도가 미리 정해진 값 이하로 떨어질 때 장비에 대한 오버홀을 수행한다. 제안된 모형을 사용하여 오버홀까지의 단위시간당 기대비용을 유도하고 이를 최소화하기 위한 절차를 구하였으며, 고장시간이 지수분포 및 와이블분포를 따를 경우 제안된 모형을 1단계 주기적 검사모형과 비용함수의 다양한 모수값에 대하여 비교하였다. 또한 실제 운용 중인 유도탄 시스템에 제안된 검사정책을 적용하여 현재 사용 중인 검사정책과의 비교를 수행하였다.

ModelCenter를 이용한 QTP-UAV 프롭로터 블레이드 형상 최적설계 (Design Optimization of QTP-UAV Prop-Rotor Blade Using ModelCenter)

  • 강희정
    • 항공우주시스템공학회지
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    • 제11권4호
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    • pp.36-43
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    • 2017
  • 쿼드틸트 무인기에 적용되는 프롭로터 블레이드 형상 최적설계를 수행하였다. 형상 최적설계 프로세스 통합은 ModelCenter(R) 프로그램을 이용하였으며, 최적설계 과정에서 성능해석은 CAMRAD-II를 사용하였다. 목적함수는 제자리비행 및 전진비행 모드에서 성능효율 최대화로 설정하였으며, 제한조건은 소요 동력 및 피치로드 하중 값이 기본 형상 값보다 작게 되도록 설정하였다. 설계변수로는 블레이드 루트 코드길이, 테이퍼비, 비틀림 각의 기울기 및 각도, 하반각, 끝단 형상 생성을 위한 파라볼릭 계수, 하반각과 끝단형상이 적용되는 블레이드 스팬위치, 블레이드 단면을 구성하는 익형의 위치로 구성하였다. 최적 설계 결과 기준 형상 대비 제자리비행 효율은 1.6%, 전진 비행 효율은 13.6% 향상된 프롭로터 블레이드 형상을 도출할 수 있었으며, 피치로드 하중은 약 30% 감소하였다.

The relation between serum levels of epidermal growth factor and necrotizing enterocolitis in preterm neonates

  • Ahmed, Heba Mostafa;Kamel, Nsreen Mostafa
    • Clinical and Experimental Pediatrics
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    • 제62권8호
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    • pp.307-311
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    • 2019
  • Purpose: Necrotizing enterocolitis (NEC) is one of the most serious complications of prematurity. Many risk factors can contribute to the development of NEC. The epidermal growth factor (EGF) plays a major role in intestinal barrier function, increases intestinal enzyme activity, and improves nutrient transport. The aim of this study was to assess the role of epidermal growth factor in the development of NEC in preterm neonates. Methods: In this study, 130 preterm neonates were included and divided into 3 groups, as follows: group 1, 40 preterm neonates with NEC; group 2, 50 preterm neonates with sepsis; and group 3, 40 healthy preterm neonates as controls. The NEC group was then subdivided into medical and surgical NEC subgroups. The serum EGF level was measured using enzyme-linked immunosorbent assay. Results: Serum EGF levels (pg/dL) were significantly lower in the NEC group (median [interquartile range, IQR], 9.6 [2-14]) than in the sepsis (10.1 [8-14]) and control groups (11.2 [8-14], P<0.001), with no significant difference between the sepsis and control groups, and were positively correlated with gestational age (r=0.7, P<0.001). A binary logistic regression test revealed that low EGF levels and gestational ages could significantly predict the development of NEC. The receiver-operating characteristic curve for EGF showed an optimal cutoff value of 8 pg/mL, with 73.3% sensitivity, 98% specificity, and an area under the curve of 0.92. Conclusion: The patients with NEC in this study had significantly lower serum EGF levels (P<0.001), which indicated that EGF could be a reliable marker of NEC in preterm neonates.

Sensitivity analysis based on complex variables in FEM for linear structures

  • Azqandi, Mojtaba Sheikhi;Hassanzadeh, Mahdi;Arjmand, Mohammad
    • Advances in Computational Design
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    • 제4권1호
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    • pp.15-32
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    • 2019
  • One of the efficient and useful tools to achieve the optimal design of structures is employing the sensitivity analysis in the finite element model. In the numerical optimization process, often the semi-analytical method is used for estimation of derivatives of the objective function with respect to design variables. Numerical methods for calculation of sensitivities are susceptible to the step size in design parameters perturbation and this is one of the great disadvantages of these methods. This article uses complex variables method to calculate the sensitivity analysis and combine it with discrete sensitivity analysis. Finally, it provides a new method to obtain the sensitivity analysis for linear structures. The use of complex variables method for sensitivity analysis has several advantages compared to other numerical methods. Implementing the finite element to calculate first derivatives of sensitivity using this method has no complexity and only requires the change in finite element meshing in the imaginary axis. This means that the real value of coordinates does not change. Second, this method has the lower dependency on the step size. In this research, the process of sensitivity analysis calculation using a finite element model based on complex variables is explained for linear problems, and some examples that have known analytical solution are solved. Results obtained by using the presented method in comparison with exact solution and also finite difference method indicate the excellent efficiency of the proposed method, and it can predict the sustainable and accurate results with the several different step sizes, despite low dependence on step size.

다변량 확률밀도함수와 베이지안 정리를 이용한 교전공간내 공중항적의 격추확률 분포 특성 (Characteristics of Kill Probability Distribution of Air Track Within the Engagement Space Using Multivariate Probability Density Function & Bayesian Theorem)

  • 홍동욱;예승만;김주현
    • 한국항공우주학회지
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    • 제49권6호
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    • pp.521-528
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    • 2021
  • 위협평가가 끝난 공중항적에 대해 적절한 대응무기를 할당하기 위해서는 교전예상지점을 고려하여 교전적합성을 평가하는 것이 필요하다. 논문에서는 공중항적이 교전공간을 통과할 때 공중항적의 상대거리, 접근방위각 및 고도 등 다변량 속성정보를 가지고 베이지안 정리를 적용하여 교전공간내 위치에 따른 격추확률을 계산하는 방법을 제시하였다. 계산결과 교전공간내에서의 각 지점별 격추확률값의 분포형태는 최적의 예상요격지점을 기준으로 다변량 정규분포를 따르고 있음을 확인하였고, 계산된 격추확률값은 교전공간을 통과하는 공중항적의 교전가능성 평가에 적용가능할 것으로 기대된다.

LSTM기반의 자료 변동성을 고려한 하천수 회귀수량 예측 알고리즘 개발연구 (Development of Return flow rate Prediction Algorithm with Data Variation based on LSTM)

  • 이승연;유형주;이승오
    • 한국방재안전학회논문집
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    • 제15권2호
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    • pp.45-56
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    • 2022
  • 가뭄 및 갈수시에 용수부족 현상이 발생하나 회귀수량을 고려한 대응이나 대책 마련이 진행되지 않고 있다. 이에 본 연구에서 자료기반의 기계학습 모형(LSTM)을 통해 회귀수량 중 하수종말처리장의 방류량을 예측하였다. 입력자료로 방류량, 유입량, 강수량, 수위를 사용하였고 예측 결과의 정확도를 개선하기 위하여 추가적으로 입력변수의 변동성 분포를 고려하였다. 방류량 자료의 변동성을 확인하기 위해서 관측값과 분포 사이의 잔차를 복합삼각함수 형태로 가정하여 이론적인 확률분포와 함께 방류량 최적의 분포 형태로 나타내었다. 변동성 분포를 고려한 입력자료를 이용한 결과와 그렇지 않는 결과를 비교한 결과, 오차정도가 감소함을 보였으며 이는 변동성 분포가 계절성을 상대적으로 잘 재현하였기 때문이라 판단된다. 따라서 본 연구에서 구축한 하수종말장처리장의 방류량 예측 모형을 활용할 경우 보다 정확한 회귀수량 예측이 가능하여 효율적인 하천수 관리 체계를 수립하는데 기초자료로 활용될 수 있을 것으로 기대된다.

Correlation Between Knee Muscle Strength and Maximal Cycling Speed Measured Using 3D Depth Camera in Virtual Reality Environment

  • Kim, Ye Jin;Jeon, Hye-seon;Park, Joo-hee;Moon, Gyeong-Ah;Wang, Yixin
    • 한국전문물리치료학회지
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    • 제29권4호
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    • pp.262-268
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    • 2022
  • Background: Virtual reality (VR) programs based on motion capture camera are the most convenient and cost-effective approaches for remote rehabilitation. Assessment of physical function is critical for providing optimal VR rehabilitation training; however, direct muscle strength measurement using camera-based kinematic data is impracticable. Therefore, it is necessary to develop a method to indirectly estimate the muscle strength of users from the value obtained using a motion capture camera. Objects: The purpose of this study was to determine whether the pedaling speed converted using the VR engine from the captured foot position data in the VR environment can be used as an indirect way to evaluate knee muscle strength, and to investigate the validity and reliability of a camera-based VR program. Methods: Thirty healthy adults were included in this study. Each subject performed a 15-second maximum pedaling test in the VR and built-in speedometer modes. In the VR speedometer mode, a motion capture camera was used to detect the position of the ankle joints and automatically calculate the pedaling speed. An isokinetic dynamometer was used to assess the isometric and isokinetic peak torques of knee flexion and extension. Results: The pedaling speeds in VR and built-in speedometer modes revealed a significantly high positive correlation (r = 0.922). In addition, the intra-rater reliability of the pedaling speed in the VR speedometer mode was good (ICC [intraclass correlation coefficient] = 0.685). The results of the Pearson correlation analysis revealed a significant moderate positive correlation between the pedaling speed of the VR speedometer and the peak torque of knee isokinetic flexion (r = 0.639) and extension (r = 0.598). Conclusion: This study suggests the potential benefits of measuring the maximum pedaling speed using 3D depth camera in a VR environment as an indirect assessment of muscle strength. However, technological improvements must be followed to obtain more accurate estimation of muscle strength from the VR cycling test.