• 제목/요약/키워드: Multiple response model

검색결과 481건 처리시간 0.027초

The chronology of second molar development in Brazilians and its application to forensic age estimation

  • Almeida, Manuella Santos Carneiro;Pontual, Andrea Dos Anjos;Beltrao, Rejane Targino;Beltrao, Ricardo Villar;Pontual, Maria Luiza Dos Anjos
    • Imaging Science in Dentistry
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    • 제43권1호
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    • pp.1-6
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    • 2013
  • Purpose: This study investigated the possible correlation between the mineralization of the second molars and the chronological age of a sample population of the state of Paraiba, Brazil. Materials and Methods: One thousand eight hundred fifty-four digitized panoramic images using a scanner of a private dental radiology service were obtained in six months. Of these, 457 were selected from patients aged 4.6 to 16 years who met certain criteria. The images were assessed twice by a radiologist with 5 years experience. A minimum interval of 30 days between the evaluations of the same patient was established. To analyze the relationship between chronological age, calcification level proposed by Demirjian et al in 1973, gender, and tooth, a multiple linear regression model was adjusted, taking age as the response variable (p<0.05). Results: The gender and calcification level were significantly correlated with the age of the patients (p<0.05). There was a significant difference between the average age of the patients' upper teeth compared to the lower ones in both genders (p<0.05). The dental development occurred earlier in female individuals than in male ones, and there was no significant difference between the right and left second permanent molars. Conclusion: It was observed that ethnic variables are related to certain parameters of age and sex identification in the Brazilian population, providing important information for forensic evaluations.

Wind-induced responses and equivalent static wind loads of tower-blade coupled large wind turbine system

  • Ke, S.T.;Wang, T.G.;Ge, Y.J.;Tamura, Y.
    • Structural Engineering and Mechanics
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    • 제52권3호
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    • pp.485-505
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    • 2014
  • This study aimed to develop an approach to accurately predict the wind models and wind effects of large wind turbines. The wind-induced vibration characteristics of a 5 MW tower-blade coupled wind turbine system have been investigated in this paper. First, the blade-tower integration model was established, which included blades, nacelle, tower and the base of the wind turbine system. The harmonic superposition method and modified blade element momentum theory were then applied to simulate the fluctuating wind field for the rotor blades and tower. Finally, wind-induced responses and equivalent static wind loads (ESWL) of the system were studied based on the modified consistent coupling method, which took into account coupling effects of resonant modes, cross terms of resonant and background responses. Furthermore, useful suggestions were proposed to instruct the wind resistance design of large wind turbines. Based on obtained results, it is shown from the obtained results that wind-induced responses and ESWL were characterized with complicated modal responses, multi-mode coupling effects, and multiple equivalent objectives. Compared with the background component, the resonant component made more contribution to wind-induced responses and equivalent static wind loads at the middle-upper part of the tower and blades, and cross terms between background and resonant components affected the total fluctuation responses, while the background responses were similar with the resonant responses at the bottom of tower.

반응표면 실험 계획법에 의한 Mono-Acetate 필터담배 설계의 물리성 예측 (Prediction of Physical Properties in the Design of Mono-Acetate Filter Cigarette by Response Surface Methodology)

  • 김영호;이영택;김성한;김윤동;임광수;김용태
    • 한국연초학회지
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    • 제16권1호
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    • pp.3-13
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    • 1994
  • To minimize the time ordinarily spent in mono filter cigarette design, we studied the relationship between major seven independant variables ; filament(X1) and total denier(X2), porosity of the aller plug wrap(X3), filter length(X4), Porosity of the tip paper(X5) and cigarette paper(X6) and net weight of the reference cut tobacco(X7). Ninty trial numbers were obtained as a results of using rotatable central composite design and it is analyzed by the multiple regression analysis with stepwise in SAS/pc under restricted conditions. That is, UPD (Y1) = 82.96 - 3.80X1 + 2.50X2 - 3.29X3 - 3.15X5 - 0.83X22 + 1.88X5X6 - 1.38 X5X7(R2: 0.63), EPD(Y2) : 120.91 - 5.70X1 + 3.60X2 + 4.23X4 - 0.93X6 + 4.06X7 (R2=0.84), TVR(Y3) = 49.70 - 0.78X1 + 3.60X3 + 2.00X4 + 4.20X5 - 0.93X6 + 2.64X7 - 1.07X1X2 + 1.0IX1 X3 + 1.05X2X6 + 0.45X22 - 0.64X42 + 1.29X4X6 - 0.97X4X7 - 1.28X5X6 + 1.53X5X7 + 1.39X6X7(R2=0.65), and EVR(Y4) : 3.24-0.21X3-0.20X4 -0.24X5+0.67X6+0.26X4X7 (R2=0.55), where EPD : encapsulated pressure drop, VPD : unencapsulated pressure drop, TVR ; tip ventilation rate, and En : envelope ventilation rate. All variables in the model are significant at the 0.05 level.

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염산 운송차량의 누출공 크기와 누출률 및 영향범위간 상관관계 연구 (A Study on the Correlation between Leak Hole Size, Leak Rate, and the Influence Range for Hydrochloric Acid Transport Vehicles)

  • 전병한;김현섭
    • 한국환경보건학회지
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    • 제47권2호
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    • pp.175-181
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    • 2021
  • Objectives: The correlation between the size of a leak hole, the volume of the leakage, and the range of influence was investigated for a hydrochloric acid tank-lorry. Methods: For the case of a tank-lorry chemical accident, KORA (Korea Off-site Risk Assessment Supporting Tool) was used to predict the leak rate and the range of influence according to the size of the leak hole. The correlation was studied using R. Results: As a result of analyzing the leak rate change according to the leak hole size in a 35% hydrochloric acid tank-lorry, as the size of the leak hole increased from 1 to 100 mm, the leak rate increased from 0.008 to 83.94 kg/sec, following the power function. As a result of calculating the range of influence under conditions ranging from 1 to 100 mm in size and 10 to 60 minutes of leakage time, it was found that the range spanned from a minimum of 5.4 m to a maximum of 307.9 m. As a result of multiple regression analysis using R, the quadratic function model best explained the correlation between the size of the leak hole, the leak time, and the range of influence with an adjected coefficient of determination of 0.97 and a root mean square error of 22.33. Conclusion: If a correlation database for the size of a leak hole is accumulated for various substances and under various conditions, the amount of leakage and the range of influence can easily be calculated, facilitating field response activities.

다중의 제어입력을 이용한 이중연소 램제트 엔진의 흡입구 유동 제어기법 연구 (A Research on Control Method Design for the Intake Flow of a Dual Combustion Ramjet Engine using Multiple Control Inputs)

  • 박정우;박익수;김중회;황기영
    • 한국추진공학회지
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    • 제22권5호
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    • pp.49-58
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    • 2018
  • 본 논문에서 이중연소 램제트엔진의 아음속 흡입구 제어기법 설계에 대한 연구를 소개하였다. 제어기법 설계를 위해 유동조건 및 흡입구 형상에 기초한 흡입구 유동의 동적 응답특성을 조사하고, 흡입구 유동특성을 고려한 제어기법 개념을 설정하였다. 이중연소 램제트 동적 시뮬레이션 모델을 활용하여 시스템 입/출력 선형화 모델을 획득하였으며, 선형화 모델 기반의 선형 제어루프 설계를 수행하였다. 최종적으로, 다양한 제어루프 시뮬레이션을 통해 설계된 제어루프의 안정성을 포함한 제어기법 성능을 평가하였다.

스프링 MVC 기반에서 하이브리드 앱 디자인 설계 및 구현 (Design and Implementation of Hybrid Apps Design based on Spring MVC)

  • 이명호
    • 한국융합학회논문지
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    • 제10권3호
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    • pp.395-400
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    • 2019
  • 프론트엔드 영역의 웹 환경은 표현층의 새로운 표준을 선점하고자 하는 경쟁이 높아지고 있다. 국내에서도 다양한 기기에서 하나의 콘텐츠를 끊김없이 이용할 수 있게 해주는 서비스인 N-스크린을 미래의 핵심 서비스로 인지하여 시장선점을 위하여 경쟁을 하고 있으며, 클라우드 컴퓨팅 시대에서 대표적인 서비스 형태가 N-스크린이다. 그러나 엔터프라이즈 환경의 그룹웨어에 필요한 프론트엔드 연구는 대부분 웹에 대해서는 반응형 웹 디자인과 모바일은 네이티브 앱에 국한되어져 왔다. 점차 기업들의 문화적인 차이를 극복하고 하나의 소스를 여러 가지 디바이스를 지원하는 원소스 멀티유즈 전략과 개발 생산성을 위하여 MVC 디자인 패턴의 필요성은 엔터프라이즈 환경에서는 점차 확대되고 있다. 따라서 본 연구에서는 차세대 웹표준의 전자정부 표준프레임워크 환경인 스프링 MVC 기반에서 하이브리드 앱 디자인으로 JPetStore를 분석 및 설계한 후 구현함으로써 향후 엔터프라이즈 환경에서의 프론트엔드 하이브리드 앱 디자인의 참조 모델을 제공하고자 한다.

A comparison of metabolomic changes in type-1 diabetic C57BL/6N mice originating from different sources

  • Lee, Seunghyun;Kwak, Jae-Hwan;Kim, Sou Hyun;Yun, Jieun;Cho, Joon-Yong;Kim, Kilsoo;Hwang, Daeyeon;Jung, Young-Suk
    • Laboraroty Animal Research
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    • 제34권4호
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    • pp.232-238
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    • 2018
  • Animal models have been used to elucidate the pathophysiology of varying diseases and to provide insight into potential targets for therapeutic intervention. Although alternatives to animal testing have been proposed to help overcome potential drawbacks related to animal experiments and avoid ethical issues, their use remains vital for the testing of new drug candidates and to identify the most effective strategies for therapeutic intervention. Particularly, the study of metabolic diseases requires the use of animal models to monitor whole-body physiology. In line with this, the National Institute of Food and Drug Safety Evaluation (NIFDS) in Korea has established their own animal strains to help evaluate both efficacy and safety during new drug development. The objective of this study was to characterize the response of C57BL/6NKorl mice from the NIFDS compared with that of other mice originating from the USA and Japan in a chemical-induced diabetic condition. Multiple low-dose treatments with streptozotocin were used to generate a type-1 diabetic animal model which is closely linked to the known clinical pathology of this disease. There were no significantly different responses observed between the varying streptozotocin-induced type-1 diabetic models tested in this study. When comparing control and diabetic mice, increases in liver weight and disturbances in serum amino acids levels of diabetic mice were most remarkable. Although the relationship between type-1 diabetes and BCAA has not been elucidated in this study, the results, which reveal a characteristic increase in diabetic mice of all origins are considered worthy of further study.

Impact of particulate matter on the morbidity and mortality and its assessment of economic costs

  • Ramazanova, Elmira;Tokazhanov, Galym;Kerimray, Aiymgul;Lee, Woojin
    • Advances in environmental research
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    • 제10권1호
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    • pp.17-41
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    • 2021
  • Kazakhstan's cities experience high concentrations levels of atmospheric particulate matter (PM), which is well-known for its highly detrimental effect on the human health. A further increase in PM concentrations in the future could lead to a higher air pollution-caused morbidity and mortality, causing an increase in healthcare expenditures by the government. However, to prevent elevated PM concentrations in the future, more stringent standards could be implemented by lowering current maximum allowable PM concentration limit to Organization for Economic Co-operation and Development (OECD)'s limits. Therefore, this study aims to find out what impact this change in environmental policy towards PM has on state economy in the long run. Future PM10 and PM2.5 concentrations were estimated using multiple linear regression based on gross regional product (GRP) and population growth parameters. Dose-response model was based on World Health Organization's approach for the identification of mortality, morbidity and healthcare costs due to air pollution. Analysis of concentrations revealed that only 6 out of 21 cities of Kazakhstan did not exceed the EU limit on PM10 concentration. Changing environmental standards resulted in the 71.7% decrease in mortality and 77% decrease in morbidity cases in all cities compared to the case without changes in environmental policy. Moreover, the cost of morbidity and mortality associated with air pollution decreased by $669 million in 2030 and $2183 million in 2050 in case of implementation of OECD standards. Thus, changing environmental regulations will be beneficial in terms of both of mortality reduction and state budget saving.

다대다 대응 위협평가 및 무기할당 알고리즘 연구: 탄도미사일 및 장사정포 위협을 중심으로 (A Study of Multi-to-Majority Response on Threat Assessment and Weapon Assignment Algorithm: by Adjusting Ballistic Missiles and Long-Range Artillery Threat)

  • 임준성;유병천;김주현;최봉완
    • 산업경영시스템학회지
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    • 제44권4호
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    • pp.43-52
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    • 2021
  • In weapon assignment studies to defend against threats such as ballistic missiles and long range artillery, threat assessment was partially lacking in analysis of various threat attributes, and considering the threat characteristics of warheads, which are difficult to judge in the early flight stages, it is very important to apply more reliable optimal solutions than approximate solution using LP model, Meta heuristics Genetic Algorithm, Tabu search and Particle swarm optimization etc. Our studies suggest Generic Rule based threat evaluation and weapon assignment algorithm in the basis of various attributes of threats. First job of studies analyzes information on Various attributes such as the type of target, Flight trajectory and flight time, range and intercept altitude of the intercept system, etc. Second job of studies propose Rule based threat evaluation and weapon assignment algorithm were applied to obtain a more reliable solution by reflection the importance of the interception system. It analyzes ballistic missiles and long-range artillery was assigned to multiple intercept system by real time threat assessment reflecting various threat information. The results of this study are provided reliable solution for Weapon Assignment problem as well as considered to be applicable to establishing a missile and long range artillery defense system.

사고 유발 불안전행동의 위반 여부에 대한 객관적 판단절차 개발 (Development of an Objective Judgement Procedure for Determining Involvement of Violation-Type Unsafe Acts caused Industrial Accidents)

  • 임현교;함승언;박건영;이용희
    • 한국안전학회지
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    • 제37권2호
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    • pp.35-42
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    • 2022
  • When an accident occurs, the associated human activity is typically regarded as a "human error," or a temporal deviation. On the other hand, if the accident results in a serious loss or if it evokes a social issue, the person determined to be responsible may be punished with a "violation" of related laws or regulations. However, as Heinrich stated, it is neither appropriate nor reasonable in terms of probability theory and cognitive science to distinguish whether it is a "human error" or a "violation" with a criterion of resultant accident severity. Nonetheless, some in society get on the social climate to strengthen regulations on workers who have caused accidents, especially violations. This response can present a social issue due to the lack of systematic judgment procedure which distinguishes violations from human errors. The purpose of this study was to develop an objective and systematic procedure to assess whether workers' activities which induced industrial accidents should be categorized as violations rather than human errors. Various analysis techniques for the determination of violation procedure were investigated and compared using an analysis approach method. An appropriate technique was not found, however, for judging the culpability of intentional violations. As an alternative, this study developed the process of creating violations, based on cognitive procedure, as well as the criteria to determine and categorize an activity as a violation. In addition, the developed procedure was applied to cases of industrial accidents and nuclear power plant issues to test its practical applicability. The study demonstrated that the proposed model could be used to determine the existence of a violation even in the case of multiple workers who work simultaneously.