• 제목/요약/키워드: Linear mixed normal model

검색결과 22건 처리시간 0.022초

Waterjet 선박추진용 사류펌프의 설계 및 성능해석 (Design and Performance Analysis of Mixed-Flow Pump: for Waterjet Marine Propulsion)

  • 황순찬;윤의수;오형우;최범석;박무룡;안종우
    • 유체기계공업학회:학술대회논문집
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    • 유체기계공업학회 2002년도 유체기계 연구개발 발표회 논문집
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    • pp.47-53
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    • 2002
  • The hydraulic design optimization and performance analysis of mixed-flow pumps for waterjet marine vehicle propulsion has been carried out using mean streamline analysis and three-dimensional computational fluid dynamics (CFD) code. In the present study the conceptual design optimization has been formulated with a non-linear objective function to minimize the fluid dynamic losses and then the commercial CFD code was incorporated to allow for detailed flow dynamic phenomena in the pump system. New designed mixed-flow model pump has been tested in the laboratory. Predicted performance curves by the CFD code agree very well with experimental data for a newly designed mixed-flow pump over the normal operating conditions. The design and prediction methods presented herein can be used efficiently as a unified hydraulic design process of mixed-flow pumps for waterjet marine vehicle propulsion.

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A study on the Performance of Hybrid Normal Mapping Techniques for Real-time Rendering

  • ZhengRan Liu;KiHong Kim;YuanZi Sang
    • International journal of advanced smart convergence
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    • 제12권4호
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    • pp.361-369
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    • 2023
  • Achieving realistic visual quality while maintaining optimal real-time rendering performance is a major challenge in evolving computer graphics and interactive 3D applications. Normal mapping, as a core technology in 3D, has matured through continuous optimization and iteration. Hybrid normal mapping as a new mapping model has also made significant progress and has been applied in the 3D asset production pipeline. This study comprehensively explores the hybrid normal techniques, analyzing Linear Blending, Overlay Blending, Whiteout Blending, UDN Blending, and Reoriented Normal Mapping, and focuses on how the various hybrid normal techniques can be used to achieve rendering performance and visual fidelity. performance and visual fidelity. Under the consideration of computational efficiency, visual coherence, and adaptability in different 3D production scenes, we design comparative experiments to explore the optimal solutions of the hybrid normal techniques by analyzing and researching the code, the performance of different hybrid normal mapping in the engine, and analyzing and comparing the data. The purpose of the research and summary of the hybrid normal technology is to find out the most suitable choice for the mainstream workflow based on the objective reality. Provide an understanding of the hybrid normal mapping technique, so that practitioners can choose how to apply different hybrid normal techniques to the corresponding projects. The purpose of our research and summary of mixed normal technology is to find the most suitable choice for mainstream workflows based on objective reality. We summarized the hybrid normal mapping technology and experimentally obtained the advantages and disadvantages of different technologies, so that practitioners can choose to apply different hybrid normal mapping technologies to corresponding projects in a reasonable manner.

군집 특정 변량효과를 포함한 유한 혼합 모형의 베이지안 분석 (Bayesian analysis of finite mixture model with cluster-specific random effects)

  • 이혜진;경민정
    • 응용통계연구
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    • 제30권1호
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    • pp.57-68
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    • 2017
  • 대량의 데이터에 있어 전반적인 특성 및 구조를 파악하는데 유용하기 때문에 다양한 분야에서 군집분석을 사용하고 있다. Dempster 등 (1977)에서 정의된 expectation-maximization(EM) 알고리즘은 가장 보편적으로 사용되는 군집분석 방법이다. 선형모형의 유한혼합물(finite mixture of linear model) 기법 또한 군집분석 방법 중 많이 사용되는 방법이며 베이지안 군집방법은 Bernardo와 Giron (1988)이 군집에 대한 가중치 확률만 모를 경우 처음 적용하였다. 우리는 이 연구에서 일반적인 선형모형의 유한혼합물이 아닌 군집특정(cluster-specific) 변량효과를 모형에 포함하여 베이지안 분석방법인 깁스표집법(Gibbs sampling)을 사용한다. 제안한 모형의 특성 및 표집법에 대하여 설명하였고 모의실험 및 실제 데이터 분석을 통하여 모형의 유용성을 파악하였다. Hurn 등 (2003)의 CO2 데이터에 모형을 적용하여 변량효과가 없는 모형, 개체특정(subject-specific) 변량효과 모형과 비교하였다.

Assessment of lower incisor alveolar bone width using cone-beam computed tomography images in skeletal Class III adults of different vertical patterns

  • Lee, Sanghee;Hwang, Soonshin;Jang, Woowon;Choi, Yoon Jeong;Chung, Chooryung J;Kim, Kyung-Ho
    • 대한치과교정학회지
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    • 제48권6호
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    • pp.349-356
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    • 2018
  • Objective: This study was performed to investigate the alveolar bone of lower incisors in skeletal Class III adults of different vertical facial patterns and to compare it with that of Class I adults using cone-beam computed tomography (CBCT) images. Methods: CBCT images of 90 skeletal Class III and 29 Class I patients were evaluated. Class III subjects were divided by mandibular plane angle: high (SN-MP > $38.0^{\circ}$), normal ($30.0^{\circ}$ < SN-MP < $37.0^{\circ}$), and low (SN-MP < $28.0^{\circ}$) groups. Buccolingual alveolar bone thickness was measured using CBCT images of mandibular incisors at alveolar crest and 3, 6, and 9 mm apical levels. Linear mixed model, Bonferroni post-hoc test, and Pearson correlation analysis were used for statistical significance. Results: Buccolingual alveolar bone in Class III high, normal and low angle subjects was not significantly different at alveolar crest and 3 mm apical level while lingual bone was thicker at 6 and 9 mm apical levels than on buccal side. Class III high angle group had thinner alveolar bone at all levels except at buccal alveolar crest and 9 mm apical level on lingual side compared to the Class I group. Class III high angle group showed thinner alveolar bone than the Class III normal or low angle groups in most regions. Mandibular plane angle showed negative correlations with mandibular anterior alveolar bone thickness. Conclusions: Skeletal Class III subjects with high mandibular plane angles showed thinner mandibular alveolar bone in most areas compared to normal or low angle subjects. Mandibular plane angle was negatively correlated with buccolingual alveolar bone thickness.

인지기능에 비만 역설은 존재하는가?: 고령화연구패널자료(2006-2016)를 이용하여 (Does the Obesity Paradox Exist in Cognitive Function?: Evidence from the Korean Longitudinal Study of Ageing, 2006-2016)

  • 강경식;이용재;박소희;김희진;정우진
    • 보건행정학회지
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    • 제30권4호
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    • pp.493-504
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    • 2020
  • Background: There have been many studies on the associations between body mass index (BMI) and cognitive function. However, no study has ever compared the associations across the methods of categorizing BMI. In this study, we aimed to fill the gap in the previous studies and examine whether the obesity paradox is valid in the risk of cognitive function. Methods: Of the 10,254 people aged 45 and older from the Korean Longitudinal Study of Ageing from 2006 to 2016, 8,970 people were finalized as the study population. The dependent variable was whether a person has a normal cognitive function or not, and the independent variables of interest were BMI categorized by the World Health Organization Western Pacific Regional Office (WHO-WPRO) method, the WHO method, and a 10-group method. Covariates included sociodemographic factors, health behavior factors, and health status factors. A generalized linear mixed model analysis with a logit link was used. Results: In the adjusted model with all covariates, first, in the case of BMI categories of the WHO-WPRO method, underweight (odds ratio [OR], 1.16; 95% confidence interval [CI], 1.15-1.17), overweight (OR, 1.36; 95% CI, 1.35-1.36), and obese (OR, 1.34; 95% CI, 1.33-1.34) groups were more likely to have a normal cognitive function than a normal-weight group. Next, in the case of BMI categories of the WHO method, compared to a normal-weight group, underweight (OR, 1.15; 95% CI, 1.14-1.16) and overweight (OR, 1.06; 95% CI, 1.06-1.07) groups were more likely to have a normal cognitive function; however, obese (OR, 0.62; 95% CI, 0.61-0.63) group was less likely to have it. Lastly, in the case of the 10-group method, as BMI increased, the likelihood to have a normal cognitive function changed like a wave, reaching a global top at group-7 (26.5 kg/㎡ ≤ BMI <28.0 kg/㎡). Conclusion: The associations between BMI and cognitive function differed according to how BMI was categorized among people aged 45 and older in Korea, which suggests that cognitive function may be positively associated with BMI in some categories of BMI but negatively in its other categories. Health policies to reduce cognitive impairment need to consider this association between BMI and cognitive function.

철도차량용 회전형 축소모델 선형유도전동기의 운전모드 연구 (A Study on an Operation Mode of a Rotary-type Small-scaled LIM for Railway Transit)

  • 박찬배;이병송;이형우;권삼영;박현준;한경희
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2008년도 추계학술대회 논문집
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    • pp.310-315
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    • 2008
  • Authors design a rotary-type small-scaled linear induction motor(LIM) and a performance test machine before manufacturing a real-scaled LIM for a railway transit. The designed LIM is a single-sided, short primary type and its primary has 4 poles. The rated power is 10(kW). In order to analyze characteristics of the LIM, authors use a mixed 2D-3D FEM analysis. 3-D FEM analysis is used for calculating a distribution of eddy-current on the semi-caped AL-sheet of the secondary reaction. Authors calculate a correction factor of conductivity and an equivalent conductivity on the secondary AL-sheet using a normalized eddy-current. The equivalent conductivity which is calculated in this way includes a transverse edge-effect of the LIM. Authors apply the equivalent conductivity on the secondary AL-sheet of 2D-FEM model and get performance characteristics of the LIM. Basic characteristics such as thrust and normal force, input current, efficiency and power factor of the LIM have been analyzed with the variation of frequency and speed. In order to apply an air-gap control system, the variation of the basic characteristics have been analyzed with the air-gap length variation of the LIM. Finally, authors introduce an operation mode using the air-gap control system and conduct a research on feasibility of the system.

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Analysis of eating behavior of Indonesian women from multicultural and non-multicultural families

  • Ulya Ardina;Su-In Yoon;Jin Ah Cho
    • Journal of Nutrition and Health
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    • 제57권2호
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    • pp.228-243
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    • 2024
  • Purpose: This study aimed to identify the distinctions in dietary and health-related behaviors among Indonesian women who marry Koreans or into multicultural families (MF) and those who marry Indonesians living in Korea (IK) and in Indonesia (II). Methods: The study was performed with 192 subjects using an online questionnaire regarding food choice, dietary and health behavior, and nutrition quotient (NQ). The analysis used Pearson's chi-squared test, the Fisher's exact test, multinomial logistic regression, and the general linear model. Results: The MF group consumed Korean food more than once a day and Indonesian food 1-2 times monthly (p < 0.001). The main challenge for the IK and II groups in consuming Korean food was the presence of pork and the different food flavors (p < 0.001). The MF group tended to have normal body mass index, consumed more vitamin and mineral supplements (p = 0.014), and exercised regularly ≥150 min/week compared to the IK and II groups (p < 0.001). However, the MF group had the highest rate of skipping breakfast (p = 0.040). When evaluating the NQ of the participants, the MF group consumed more vegetables (p = 0.026), mixed grains (p = 0.031), and spicy and salt soups (p = 0.006). The II group consumed more fish (p = 0.005), beans (p = 0.009), and nuts (p = 0.003). The IK group checked the nutrition labels the most (p = 0.005), while their consumption of vegetables, fish, beans, and nuts was lowest. The MF group had a higher balance score, which resulted in a substantially more nutritious food intake compared to the other two groups (p = 0.037). Conclusion: The MF group consumed more vegetables and mixed grains, adequate fish, beans, and nuts, and engaged in longer daily physical activity. However, the IK group had a relatively low-quality diet and nutritional intake status compared to the other two groups, and this needs to be improved in the future.

다단계 신경회로망을 이용한 후두질환 감별진단 시스템의 개발 (A Basic Study on the Differential Diagnostic System of Laryngeal Diseases using Hierarchical Neural Networks)

  • 전계록;김기련;권순복;예수영;이승진;왕수건
    • 대한의용생체공학회:의공학회지
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    • 제23권3호
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    • pp.197-205
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    • 2002
  • 본 연구에서는 잡음이 존재하는 공간에서 획득한 음성신호로부터 후두질환을 감별진단 할 수 있는 분류기를 구현하였다. 이를 위해 후두질환 환자로부터 수집한 /아/ 모음에 잡음을 혼입하여 음성 신호를 획득하였고, 여러 가지 후두질환을 감별진단 할 수 있는 파라미터를 추출하였으며. 이를 입력으로 하는 계층적 신경회로망을 구성하여 후두질환을 감별진단 하도록 하였다. 감별진단용 분류기는 다섯 단계의 계층적 신경회로망으로 구성하였다 첫 번째 신경회로망은 정상 양성 후두질환과 악성 후두질환을. 두 번째 신경회로망은 정상과 양성 후두질환을 감별진단 하도록 하였다 그리고 세 번째 신경회로망은 양성 후두질환 중 후두용. 성대결절 후두마비를 감별진단 하도록 하였으며. 네 번째와 다섯 번째 신경회로망은 성문암 1-4기를 감별진단 하도록 구성하였다. 분류기에 적용된 신경회로망은 다층퍼셉트론 구조로써 역전파 알고리듬으로 학습시켰으며, 선형변환 표준점수변환 등 전처리과정을 적용하여 분류기의 성능을 개선하였다. 후두질환의 감별진단 결과 후두용 88.23%. 정상. 성대결절. 후두마비 100%. 성문암 1기 90%, 성문암 2-4기 100%의 감별진단율을 관찰할 수 있었다.

음극방식 시스템에서의 압입관과 배관의 부식거동에 관한 수학적 모델링 (Mathematical Modeling on the Corrosion Behavior of the Steel Casing and Pipe in Cathodic Protection System)

  • 김영석;이선엽;박경완;전경수;고영태
    • 한국가스학회지
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    • 제2권1호
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    • pp.40-46
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    • 1998
  • 음극방식 시스템의 방식전류에 의한 압입구간내의 압입관과 배관의 부식거동에 관한 수학적 모델링을 경계요소법을 이용하여 수행하였다. 모델은 비선형 경계조건(Tafel 방정식)을 가진 라플라스 방정식으로 이루어져 있으며 압입관의 혼합전위를 구하기 위하여 혼합전위 이론을 응용한 반복법을 사용하였으며 그위에 비선형 경계조건에 대한 해석을 위하여 이중 반복법을 사용하였다. 모델은 정상적인 압입구간 뿐만 아니라 압입관과 배관과의 금속간 접촉(metal touch)이나 외부환경과 압입구간 내부를 격리시키는 절연부위의 손상과 같은 결함들을 가진 비정상적인 압입구간들에 대해서 적용되었다. 수학적 모델링의 결과로부터 압입구간에의 전위분포와 전류분포를 계산할 수 있었다. 모델링의 타당성을 증명하기 위하여 모사실험을 수행하였으며 실험조건내에서 이론적인 결과와 실험결과는 정성적으로 잘 일치하였다.

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정상인 수면 뇌파 탈경향변동분석 (Detrended Fluctuation Analysis on Sleep EEG of Healthy Subjects)

  • 신홍범;정도언;김의중
    • 수면정신생리
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    • 제14권1호
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    • pp.42-48
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    • 2007
  • 목 적:뇌파의 비선형적 특성을 연구하는 방법으로 탈경향 변동분석이 사용되고 있다. 본 연구에서는 정상인 수면 뇌파에 탈경향변동분석을 적용하여 수면뇌파의 비선형적 특성, 채널 별 차이, 수면단계별 차이를 규명하고자 하였다. 방 법:정상인 12명($23.8{\pm}2.5$세, 남:여=7:5)를 대상으로 야간수면다원검사를 시행하였다. 수면다원검사를 통해 얻어진 뇌파를 채널 별, 수면단계별로 나누어 탈경향변동분석 시행 후 여기서 얻어진 축척지수(scaling exponent)를 선형혼합모형 분석을 통해 비교하였다. 결 과:정상인 수면다원검사에서 얻어진 뇌파의 축척지수는 1 내외의 값을 보여 장기-시간적연관성, 자기유사성을 보였다. C3 채널의 축적지수가 O1채널의 축적지수보다 높은 값을 보였다. 수면단계가 진행함에 따라 축적지수는 증가하였으며, 1단계 수면과 렘수면은 축적지수는 통계적 차이를 보이지 않았다. 결 론:정상인 수면 뇌파는 탈경향변동분석에서 무축척요동(scale-free fluctuation), 장기-시간적 관련성(long-range temporal correlation), 자기유사성(self-similarity) 및 스스로 짜여진 고비성(self-organized criticality) 등의 비선형적 특성을 보였다. 탈경향변동분석에서 얻어진 축적지수는 뇌파 채널 별, 수면단계별 차이를 보여 수면 뇌파를 연구하는 중요한 도구로 사용될 수 있다.

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