• 제목/요약/키워드: weibull analysis

검색결과 579건 처리시간 0.029초

고온고습 전압인가(Biased HAST) 시험에서 인쇄회로기판의 이온 마이그레이션 불량 메커니즘 (Ion Migration Failure Mechanism for Organic PCB under Biased HAST)

  • 허석환;신안섭;함석진
    • 마이크로전자및패키징학회지
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    • 제22권1호
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    • pp.43-49
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    • 2015
  • 전자 제품의 경박 단소화 및 고집적화가 이루어 지면서 반도체 칩뿐만 아니라 유기 기판도 고집적화가 요구되고 있다. 본 연구는 인쇄회로기판의 미세 피치 회로에 대한 고온고습 전압인가 시험을 실시하여 불량 메커니즘을 연구하였다. $130^{\circ}C/85%RH/3.3V$$135^{\circ}C/90%RH/3.3V$ 시험조건에서 고온고습 전압시험(Biased HAST)의 가속 계수는 2.079로 계산되었다. 불량 메커니즘 분석을 위하여 집속이온빔(FIB) 분석이 이용되었다. (+)전극에서는 콜로이드 형태의 $Cu_xO$$Cu(OH)_2$가 형성되었으며, (-)전극에서는 수지형태의 Cu가 관찰되었다. 이를 통해 $Cu^{2+}$ 이온과 전자($e^-$)가 결합한 수지상 Cu에 의해 절연파괴가 일어난다는 것을 확인하였다.

Mechanical Properties and Microstructure of the Leucite-Reinforced Glass-Ceramics for Dental CAD/CAM

  • Byeon, Seon-Mi;Song, Jae-Joo
    • 치위생과학회지
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    • 제18권1호
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    • pp.42-49
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    • 2018
  • The computer-aided design/computer-aided manufacturing (CAD/CAM) system was introduced to shorten the production time of all-ceramic restorations and the number of patient visits. Among these types of ceramic for dental CAD/CAM, they have been processed into inlay, onlay, and crown shapes using leucite-reinforced glass-ceramics to improve strength. The purpose of this study was to observe the mechanical properties and microstructure of leucite-reinforced glass-ceramics for dental CAD/CAM. Two types of leucite-reinforced glass-ceramic blocks (IPS Empress CAD, Rosetta BM) were prepared with diameter of 13 mm and thickness of 1 mm. Biaxial flexural testing was conducted using a piston-on-three-ball method at a crosshead speed of 0.5 mm/min. Weibull statistics were used for the analysis of biaxial flexural strength. Fracture toughness was obtained using an indentation fracture method. Specimens were observed by field emission scanning electron microscopy to examine the microstructure of the leucite crystalline phase after acid etching with 0.5% hydrofluoric acid aqueous solution for 1 minute. The results of strength testing showed that IPS Empress CAD had a mean value of $158.1{\pm}8.6MPa$ and Rosetta BM of $172.3{\pm}8.3MPa$. The fracture toughness results showed that IPS Empress CAD had a mean value of $1.28{\pm}0.19MPa{\cdot}m^{1/2}$ and Rosetta BM of $1.38{\pm}0.12MPa{\cdot}m^{1/2}$. The Rosetta BM sample exhibited higher strength and fracture toughness. Moreover, the crystalline phase size and ratio were increased in the Rosetta BM sample. The above results are expected to elucidate the basic mechanical properties and crystal structure characteristics of IPS Empress CAD and Rosetta BM. Additionally, they will help develop leucite-reinforced glass-ceramic materials for CAD/CAM.

Effects of core characters and veneering technique on biaxial flexural strength in porcelain fused to metal and porcelain veneered zirconia

  • Oh, Ju-Won;Song, Kwang-Yeob;Ahn, Seung-Geun;Park, Ju-Mi;Lee, Min-Ho;Seo, Jae-Min
    • The Journal of Advanced Prosthodontics
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    • 제7권5호
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    • pp.349-357
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    • 2015
  • PURPOSE. The purpose of this study was to assess the impact of the core materials, thickness and fabrication methods of veneering porcelain on prosthesis fracture in the porcelain fused to metal and the porcelain veneered zirconia. MATERIALS AND METHODS. Forty nickel-chrome alloy cores and 40 zirconia cores were made. Half of each core group was 0.5 mm-in thickness and the other half was 1.0 mm-in thickness. Thus, there were four groups with 20 cores/group. Each group was divided into two subgroups with two different veneering methods (conventional powder/liquid layering technique and the heat-pressing technique). Tensile strength was measured using the biaxial flexural strength test based on the ISO standard 6872:2008 and Weibull analysis was conducted. Factors influencing fracture strength were analyzed through three-way ANOVA (${\alpha}{\leq}.05$) and the influence of core thickness and veneering method in each core materials was assessed using two-way ANOVA (${\alpha}{\leq}.05$). RESULTS. The biaxial flexural strength test showed that the fabrication method of veneering porcelain has the largest impact on the fracture strength followed by the core thickness and the core material. In the metal groups, both the core thickness and the fabrication method of the veneering porcelain significantly influenced on the fracture strength, while only the fabrication method affected the fracture strength in the zirconia groups. CONCLUSION. The fabrication method is more influential to the strength of a prosthesis compared to the core character determined by material and thickness of the core.

Fitting Cure Rate Model to Breast Cancer Data of Cancer Research Center

  • Baghestani, Ahmad Reza;Zayeri, Farid;Akbari, Mohammad Esmaeil;Shojaee, Leyla;Khadembashi, Naghmeh;Shahmirzalou, Parviz
    • Asian Pacific Journal of Cancer Prevention
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    • 제16권17호
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    • pp.7923-7927
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    • 2015
  • Background: The Cox PH model is one of the most significant statistical models in studying survival of patients. But, in the case of patients with long-term survival, it may not be the most appropriate. In such cases, a cure rate model seems more suitable. The purpose of this study was to determine clinical factors associated with cure rate of patients with breast cancer. Materials and Methods: In order to find factors affecting cure rate (response), a non-mixed cure rate model with negative binomial distribution for latent variable was used. Variables selected were recurrence cancer, status for HER2, estrogen receptor (ER) and progesterone receptor (PR), size of tumor, grade of cancer, stage of cancer, type of surgery, age at the diagnosis time and number of removed positive lymph nodes. All analyses were performed using PROC MCMC processes in the SAS 9.2 program. Results: The mean (SD) age of patients was equal to 48.9 (11.1) months. For these patients, 1, 5 and 10-year survival rates were 95, 79 and 50 percent respectively. All of the mentioned variables were effective in cure fraction. Kaplan-Meier curve showed cure model's use competence. Conclusions: Unlike other variables, existence of ER and PR positivity will increase probability of cure in patients. In the present study, Weibull distribution was used for the purpose of analysing survival times. Model fitness with other distributions such as log-N and log-logistic and other distributions for latent variable is recommended.

아레니우스 방정식의 가속인자를 만족하는 절연저항특성 분석에 의한 케이블 수명평가 연구 (A Study on Cable Lifetime Evaluation Based on Characteristic Analysis of Insulation Resistance by Acceleration Factor of the Arrhenius Equation)

  • 엄기홍;이관우
    • 한국인터넷방송통신학회논문지
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    • 제14권5호
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    • pp.231-236
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    • 2014
  • 오늘 날 산업이 발전함에 따라 전력에 대한 수요량이 증가하고 송전 용량이 커야할 필요성이 점차 요구되고 있다. 관련 설비들은 대규모화될 뿐만이 아니라 높은 신뢰성으로써 동작할 것을 요구받고 있다. 따라서 전기설비의 안정화는 매우 중요한 과제이다. 특히, 전기의 생산 및 공급 과정에서 요구되는 높은 신뢰성은 산업 사회의 필수적인 요소라고 할 수 있다. 설비의 사고 및 정전 사고등은 높은 전기적 의존을 가진 고도 산업사회에 막대한 경제적 손실 및 장애를 가져다준다. 우리는 이 논문에서 발전소에서 고전압의 생산 및 송배전의 유일한 전송 수단으로 사용하고 있는 고전압용 전력 케이블(power cable) 시스템의 안정된 동작을 판단하기 위하여, 아레니우스 인자를 따르는 절연 저항의 시간에 따른 변화추세를 파악하고, 열화의 마지막 단계로서 발생하는 파괴에 의한 케이블의 수명을 예측하고자 한다.

불완전한 관측틈을 가진 재발 사건 소요시간에 대한 자료 분석 (Statistical analysis of recurrent gap time events with incomplete observation gaps)

  • 신슬비;김양진
    • Journal of the Korean Data and Information Science Society
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    • 제25권2호
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    • pp.327-336
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    • 2014
  • 재발 사건 자료란 연구대상이 같은 종류의 사건을 반복적으로 경험할 때 발생하는 자료이다. 이러한 재발 사건은 사회과학, 자연과학, 공학, 의약학 등 다양한 분야에서 나타날 수 있다. 재발 사건자료를 분석할 때 연구자의 관심에 따라 사건 발생시간이나 사건 발생간의 소요시간을 이용하여 분석할 수 있다. 이 논문에서는 사건 발생시점간의 소요시간을 이용하여 불완전한 관측을 가진 재발 사건자료를 분석하고자 한다. 이 자료의 특징은 일부 관측대상들이 일정기간 동안 연구에서 제외되는 관측틈을 갖는다는 것이다. 이 때 관측틈은 불완전한 형태로 나타나게 되는데 그 이유는 관측틈의 시작시점은 알고 있지만 종료시점은 알 수 없기 때문이다. 이러한 미지의 종료시점을 추정하기 위해서 구간 중도 절단 방법이 적용된다. 따라서 종료시점이 추정된 후 프레일티를 포함한 회귀모형을 적용하여 공변량이 사건 재발에 미치는 영향을 알아볼 수 있다. 또한 제안한 방법을 실제자료에 적용하여 관측틈을 고려한 경우와 고려하지 않은 경우를 비교하고자 한다.

EPR의 가속 열화에 의한 기계적 특성 및 통계적 평가 (Mechanical Properties and Statistical Evaluation of EPR According to the Accelerated Degradation)

  • 김지연;양종석;이길수;성백용;방정환;박대희
    • 한국전기전자재료학회논문지
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    • 제28권8호
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    • pp.501-507
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    • 2015
  • In this paper, EPR (ethylene propylene rubber) insulation material was accelerated degradation test at $121^{\circ}C$, $136^{\circ}C$, $151^{\circ}C$, and experiment the typical EAB (elongation at break) at mechanical characteristics analysis. It is shown that the failure-time at the point of 50% of the initial value of Elongation rate to obtain the activation energy. The failure-time was shown each 5,219 hr, 3,165 hr, and 668 hr at three temperatures. In order to derive the activation energy, Arrhenius methodology was applied. Also, we got the Arrhenius plot from three accelerated temperatures. The activation energy values got 0.98 eV from EAB test. The experimental data were evaluated for estimating the probability density, and the suitable distribution by using statistical program MINITAB. It is shown that EAB data by the acceleration thermal degradation is most suitable for the Weibull distribution.

Application of Cox and Parametric Survival Models to Assess Social Determinants of Health Affecting Three-Year Survival of Breast Cancer Patients

  • Mohseny, Maryam;Amanpour, Farzaneh;Mosavi-Jarrahi, Alireza;Jafari, Hossein;Moradi-Joo, Mohammad;Monfared, Esmat Davoudi
    • Asian Pacific Journal of Cancer Prevention
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    • 제17권sup3호
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    • pp.311-316
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    • 2016
  • Breast cancer is one of the most common causes of cancer mortality in Iran. Social determinants of health are among the key factors affecting the pathogenesis of diseases. This cross-sectional study aimed to determine the social determinants of breast cancer survival time with parametric and semi-parametric regression models. It was conducted on male and female patients diagnosed with breast cancer presenting to the Cancer Research Center of Shohada-E-Tajrish Hospital from 2006 to 2010. The Cox proportional hazard model and parametric models including the Weibull, log normal and log-logistic models were applied to determine the social determinants of survival time of breast cancer patients. The Akaike information criterion (AIC) was used to assess the best fit. Statistical analysis was performed with STATA (version 11) software. This study was performed on 797 breast cancer patients, aged 25-93 years with a mean age of 54.7 (${\pm}11.9$) years. In both semi-parametric and parametric models, the three-year survival was related to level of education and municipal district of residence (P<0.05). The AIC suggested that log normal distribution was the best fit for the three-year survival time of breast cancer patients. Social determinants of health such as level of education and municipal district of residence affect the survival of breast cancer cases. Future studies must focus on the effect of childhood social class on the survival times of cancers, which have hitherto only been paid limited attention.

Prognostic factors for survival of dogs infected with canine parvovirus

  • Pak, Son-il;Hwang, Cheol-young;Han, Hong-ryul
    • 대한수의학회지
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    • 제39권4호
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    • pp.838-845
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    • 1999
  • To determine the prognostic factors for survival of dogs infected with canine parvovirus, clinical and laboratory data of 35 dogs with clinical signs compatible with canine parvoviral enteritis admitted to the Veterinary Medical Teaching Hospital, Seoul National University during the period 1997-1998 were collected. Dogs were grouped by some major covariates, which can be considered as guides to the relative prognosis of dogs in the different subgroups. The Kaplan-Meier survival analysis and Weibull proportional hazard model were used to estimate overall survival, evaluate the comparability between groups, and identify potential prognostic factors. The overall survival rate for all dogs was 45.7% over the study period, and the Kaplan-Meier estimate of one week survival was 0.4989. Gender was the most favorable prognosis ; male dog (median, 6 days) had significantly higher risk of dying than female dog (median, 17 days ; p = 0.0023). In addition to gender, age was significantly associated with survival, with juvenile dogs less than 6-month-old having higher risk (p = 0.0359). Dogs that vaccinated with complete protocol (p = 0.0374) and those of having higher value of mean corpuscular volume (p = 0.0346) were found to be of prognostic importance. The 7 dogs in which white blood cell count of less than 2000 had shorter median survival time (3 days) than the remaining 28 dogs (8 days), but no statistical significance was found between leukopenic and survival. The distribution of packed cell volume and hemoglobin measurement was such that the overall risk of dying in the two groups was comparable. Further studies are needed to more accurately assess these results.

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플러그인형 소형 공기압 매니폴드 밸브의 수명 및 성능열화특성에 관한 연구 (Life and Performance Degradation Characteristics for Small-Sized Plug-In Type Pneumatic Manifold Valves)

  • 강보식;이충성;김형의
    • 대한기계학회논문집A
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    • 제35권11호
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    • pp.1445-1451
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    • 2011
  • 공기압 밸브는 자동화 시스템에 공급되는 공기를 제어하는 기능을 지닌 핵심부품으로 널리 사용되고 있다. 하지만 공기압 밸브가 고장이 발생하면 설치되는 시스템의 특성상 전체 시스템에 영향을 미쳐 막대한 손실을 야기 시킬 수 있다. 이로 인하여 최근 신뢰성에 대한 중요성 및 소비자의 요구수준이 날로 증대되고 있어 밸브의 수명을 예측하여 제품의 신뢰성을 확보하기 위한 수명분포, 수명열화 특성 등과 같은 연구가 널리 진행되고 있다. 따라서 본 논문에서는 공기압 밸브의 수명예측을 위한 핵심요소인 모수 도출 및 제안을 위하여, 최근 널리 사용되고 있는 플러그인형 공기압 매니폴드 밸브의 척도모수 및 $B_{10}$ 수명값을 완전데이터 수명관측 방법으로 측정하였으며, 수명분포 특성을 확인하기 위하여 상관계수값을 이용한 분포 적합성 검토와 주요성능 결정항목인 동적응답과 누설이 수명에 따라 열화되는 특성을 분석한 결과를 제시한다.