• 제목/요약/키워드: age estimation

검색결과 828건 처리시간 0.023초

등가재령에 의한 플라이애시 치환 시멘트 모르타르의 강도증진해석 (Estimation of Compressive strength of the Fly Ash Substitution cement mortar by Equivalent Age)

  • 손호정;정은봉;정상현;안상구;한천구;한민철
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2012년도 춘계 학술논문 발표대회
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    • pp.105-107
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    • 2012
  • This study was conducted to investigate the strength development of fly ash concrete using the strength development estimation for the ready mixed concrete for construction of nuclear reactors. The findings are as follows. First, the higher the curing temperature becomes, the shorter the setting time becomes. In addition, the compressive strength also increased as the curing temperature gets higher. The apparent activation energy derived from ASTM C 1074 showed 34.75 KJ/mol. The results of concrete strength estimation confirmed that Gompertz model formula has good accuracy.

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예방 정비가 실시된 고장 자료에서의 유전 알고리즘을 이용한 모수 추정 (Parameter estimation using GA with failure data under preventive maintenance)

  • 윤영원;정일한;김종운;신주환
    • 한국신뢰성학회지:신뢰성응용연구
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    • 제1권1호
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    • pp.47-54
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    • 2001
  • This paper considers the parameter estimation problem of the failure intensity function and maintenance effect in a repairable system. We propose estimation procedures for repairable systems on which preventive maintenance is performed. The failure process is modeled by a proportional age reduction model [Brown, Mahoney and Sivazlian(1983)] which is useful to model the imperfect effect of preventive maintenance. When failure and maintenance (preventive) times are given, the maximum likelihood method is used to estimate the maintenance effect and the parameters of intensity function, simultaneously We obtain the maximum likelihood estimators using a genetic algorithm. A numerical example is also presented.

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플라이애시와 고로슬래그를 조합 사용한 초지연 콘크리트의 강도증진 (Estimation of the Strength Development of the Super Retarding Concrete Incorporating Fly Ash and Blast Furnace Slag)

  • 한민철
    • 한국건축시공학회지
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    • 제8권5호
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    • pp.119-125
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    • 2008
  • In this paper, the estimation of super retarding concrete incorporating mineral admixtures at the same time including fly ash(FA), blast furnace slag(BS) are studied based on maturity method. The setting time was retarded, as super retarding agent contents increase and curing temperature decreases. In addition, apparent activation energy by Arrhenius function was ranged from $24\sim35$ KJ/mol with slightly difference along with mixture proportion. This value is smaller than existing value $30\sim50$ KJ/mol. Based on strength development estimation. it exhibited comparable relativity between prediction value and measurement value. Therefore, this study provided effective strength development prediction value with super retarding agent contents and mineral admixture combination. Strength development prediction equation provided herein is possibly valid for estimating accurate strength development of the super retarding concrete at the job site.

제설제 종류에 따른 염화물 침투 특성 (Characteristics of Chloride Penetration with Deicer Types)

  • 최윤석;김강래;김명유;양은익
    • 한국콘크리트학회:학술대회논문집
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    • 한국콘크리트학회 2006년도 추계 학술발표회 논문집
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    • pp.549-552
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    • 2006
  • Deicing salt has been generally used for prevention of a road freezing in winter, and the amount is increasing every year. However, deicing salt may induce the decrease of bond strength, surface scaling, and environmental pollution, etc. The purpose of this paper is to suggest the fundamental data on safety and durability for concrete structures through the estimation of characteristics of chloride penetration with deicer types. According to the test results, as age of concrete is increased, chloride penetration depth is also increased independent of deicer types. However, there is no remarkable difference between deicer types. And when the estimation of chloride diffusion is carried out by immersion test, diffusion coefficient is decreased with ages, and short-term estimation may overestimate the coefficient.

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비례 수명 감소 모형을 사용한 절삭공구의 연마효과 및 경제적 수명 분석 (An Analysis of Grinding Effects and Economic Life of Cutting Tool with Proportional Age Reduction Model)

  • 오숭열;홍정완;이상천;이창훈
    • 산업공학
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    • 제19권4호
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    • pp.316-323
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    • 2006
  • In this study, based on Weibull proportional age reduction model and age replacement policy, we analyze economic life of cutting tool which allows re-grinding. Re-grinding task, usually for high-priced machining tools(e.g., broaching tool), is a kind of preventive maintenance activities to extend tool life at the completion of a lot production. The numerical results are also presented. Among the parameters of Weibull proportional age reduction model, the re-grinding effect parameter and Weibull shape parameter have a strong effect on economic tool life, and in the cost parameters, shortage cost is most sensitive. With further study on the parameter estimation of tool life process and cost function, this study can be expected to give more practical contribution to management of general machining tools.

멀티태스크 러닝 심층신경망을 이용한 화자인증에서의 나이 정보 활용 (Utilization of age information for speaker verification using multi-task learning deep neural networks)

  • 김주호;허희수;정지원;심혜진;김승빈;유하진
    • 한국음향학회지
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    • 제38권5호
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    • pp.593-600
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    • 2019
  • 화자 간 음색의 유사성은 화자 인증 시스템의 성능을 하락 시킬 수 있는 요인이다. 본 논문은 화자 인증 시스템의 일반화 성능을 향상시키기 위해, 심층신경망에 멀티태스크 러닝 기법을 적용시켜 발화자의 화자 정보와 나이 정보를 함께 학습 시키는 기법을 제안한다. 멀티태스크 러닝 기법은 은닉층들이 하나의 태스크에 과적합 되지 않도록 하여 심층신경망의 일반화 성능을 향상시킨다고 알려져 있다. 하지만 심층신경망을 멀티태스크 러닝 기법으로 학습시키는 과정에서, 나이 정보에 대한 학습이 효율적으로 수행되지 않는 것을 실험적으로 확인하였다. 이와 같은 현상을 방지하기 위해, 본 논문에서는 심층신경망의 학습 과정 중 화자 식별과 나이 추정 목적 함수의 가중치를 동적으로 변경 하는 기법을 제안한다. 동일 오류율을 기준으로 RSR2015 평가 데이터세트에 대해 화자 인증 성능을 평가한 결과 나이 정보를 활용하지 않은 화자 인증 시스템의 경우 6.91 %, 나이 정보를 활용한 화자 인증 시스템의 경우 6.77 %, 나이 정보를 활용한 화자 인증 시스템에 가중치 변경 기법을 적용한 경우 4.73 %의 오류율을 확인하였다.

하악 구치 발육을 이용한 연령감정에 관한 연구 (A Study on the Age Determination with the Aid of Mandibular Molar Development)

  • Young-Don Hur;Jong-Mo Ahn;Chang-Lyuk Yoon
    • Journal of Oral Medicine and Pain
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    • 제19권2호
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    • pp.221-231
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    • 1994
  • Age determination in children have been criticized because they rely on subjective estimations of tooth development, as seen in radiographs. This study was undertaken to obtain the objective estimation of developing teeth. The panoramic radiograph of 254 males and 254 females ranging from 6 to 14 years of age were studied. The structures measured were crown height, apex width and root length. The data weree statistically investigated with SPSS/PC + package. The results were as follows : 1. With the aid of a multiple regression model, a linear relationship between some of these distances and age was shown. 2. In th total material(6-14yr) and four-yr. intervals, linear equations are as follow : Boys : 6-14 age = 683 + 145.6 44RL + 126.6.45RL + 71.1 46DRL - 161.3 46DAW 6-10 age = 1202 + 72.6 46DRL + 100.2 44RL + 75.1 45RL 8-12 age = 3818 + 75.9 45RL - 190.9 44AW 10-14 age = 4151 + 58.6 45RL - 84.0 45AW - 130.6 44AW Girls : 6-14 age = 1587 + 104.9 45RL + 113.4 44RL - 233.1 46DAW + 81.4 47DRL - 255.9 46MAW 6-10 age = 1821 + 55.8 46DRL + 67.2 45RL - 184.2 46MAW + 56.3 44RL 8-12 age = 2435 + 68.2 45RLL + 71.3 44RL 10-14 age = 3485 + 49.9 47DRL - 51.3 45AW - 179.9 47DAW + 33.4 45RL + 39.4 44RL (DRL, length of distal root in molars. RL, root length in premolars. DAW, width of distal apex in molars. MAW, width of mesial apex in molars. AW, width of apex n molars)

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Determination of a Change Point in the Age at Diagnosis of Breast Cancer Using a Survival Model

  • Abdollahi, Mahbubeh;Hajizadeh, Ebrahim;Baghestani, Ahmad Reza;Haghighat, Shahpar
    • Asian Pacific Journal of Cancer Prevention
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    • 제17권sup3호
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    • pp.5-10
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    • 2016
  • Breast cancer, the second cause of cancer-related death after lung cancer and the most common cancer in women after skin cancer, is curable if detected in early stages of clinical presentation. Knowledge as to any age cut-off points which might have significance for prognostic groups is important in screening and treatment planning. Therefore, determining a change-point could improve resource allocation. This study aimed to determine if a change point for survival might exist in the age of breast cancer diagnosis. This study included 568 cases of breast cancer that were registered in Breast Cancer Research Center, Tehran, Iran, during the period 1986-2006 and were followed up to 2012. In the presence of curable cases of breast cancer, a change point in the age of breast cancer diagnosis was estimated using a mixture survival cure model. The data were analyzed using SPSS (versions 20) and R (version 2.15.0) software. The results revealed that a change point in the age of breast cancer diagnosis was at 50 years age. Based on our estimation, 35% of the patients diagnosed with breast cancer at age less than or equal to 50 years of age were cured while the figure was 57% for those diagnosed after 50 years of age. Those in the older age group had better survival compared to their younger counterparts during 12 years of follow up. Our results suggest that it is better to estimate change points in age for cancers which are curable in early stages using survival cure models, and that the cure rate would increase with timely screening for breast cancer.

영구치의 치근발육과 맹출시기의 분류에 관한 연구 (A Study on the Classification of the Stage of Root Development and Crown Eruption for Permanent Teeth)

  • 김재창;한경수
    • Journal of Oral Medicine and Pain
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    • 제24권1호
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    • pp.95-106
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    • 1999
  • This study was performed to investigate the age distribution with tooth calcification and degree of eruption of permanent teeth. For the study, healthy 184 patients from 5 to 19 years old without any previous serious dental treatment were randomly selected, and intraoral standard films and dental casts were taken for evaluation of stage of calcification and degree of eruption, respectively. Tooth calcification of 13 stages, designed by the author based on the Nolla's classification and eruption level of 4 or 5 degree was used. Data were processed by SAS/Stat program and the obtained results were as follows; 1. The age of root completed with open apex in lower posterior teeth were 13.8 years for first premolar, 14.0 years for second premolar, 10.5 years for first molar, and 14.2 years for second molar. There were no significant difference between right and left side. 2. As for the sequence of eruption, first molar was the first teeth erupted in upper arch, while central incisor was the first teeth in lower arch. In general, eruption of lower teeth were slightly earlier than the corresponding teeth of upper arch. 3. There were no difference of age of the same stage of development between Nolla's and the author's classification. From the results, the author's classification can be used for estimation of age with more finely in age of 8 to 15 years old. 4. Multiple regression equations for age with Nolla's(Ns) and the author's(Ks) classification of tooth calcification, and degree of eruption(DE) were as follow; Age(by #34) = 7.55 + 0.76Ks34 + 0.80DE34 - 0.72Ns34 Age(by #35) = 7.10 + 0.81Ks35 + 0.6IDE35 Age(by #37) = 6.61 + 0.82Ks37 + 0.5IDE37. Age(by #44) = 7.02 + 0.62Ks44 + 0.82DE44 Age(by #45) = 8.04 + 0.93Ks45 + 0.64DE45 - 0.89Ns45 Age(by #47) = 6.40 + 0.86Ks47 + 0.56DE47.

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Accuracy of an equation for estimating age from mandibular third molar development in a Thai population

  • Verochana, Karune;Prapayasatok, Sangsom;Janhom, Apirum;Mahasantipiya, Phattaranant May;Korwanich, Narumanas
    • Imaging Science in Dentistry
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    • 제46권1호
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    • pp.1-7
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    • 2016
  • Purpose: This study assessed the accuracy of age estimates produced by a regression equation derived from lower third molar development in a Thai population. Materials and Methods: The first part of this study relied on measurements taken from panoramic radiographs of 614 Thai patients aged from 9 to 20. The stage of lower left and right third molar development was observed in each radiograph and a modified Gat score was assigned. Linear regression on this data produced the following equation: Y=9.309+1.673 mG+0.303S (Y=age; mG=modified Gat score; S=sex). In the second part of this study, the predictive accuracy of this equation was evaluated using data from a second set of panoramic radiographs (539 Thai subjects, 9 to 24 years old). Each subject's age was estimated using the above equation and compared against age calculated from a provided date of birth. Estimated and known age data were analyzed using the Pearson correlation coefficient and descriptive statistics. Results: Ages estimated from lower left and lower right third molar development stage were significantly correlated with the known ages (r=0.818, 0.808, respectively, $P{\leq}0.01$). 50% of age estimates in the second part of the study fell within a range of error of ${\pm}1year$, while 75% fell within a range of error of ${\pm}2years$. The study found that the equation tends to estimate age accurately when individuals are 9 to 20 years of age. Conclusion: The equation can be used for age estimation for Thai populations when the individuals are 9 to 20 years of age.