• Title/Summary/Keyword: Predictor model

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Numerical Simulation of Unsteady CH$_4$/Air Jet Diffusion Flame (비정상 CH$_4$/공기 제트 확산화염에 관한 수치모사)

  • Lee, Chang-Eon;O, Chang-Bo
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.25 no.8
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    • pp.1087-1096
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    • 2001
  • The dynamic structures of unsteady CH$_4$/Air jet diffusion flame with a flame-vortex interaction were numerically investigated. A timed-dependent, axisymmetric computational model and a low mach number approximation were employed in the present calculation. A two-step global reaction mechanism which considers 6 species, was used to calculate the reaction rates. The predicted results including the gravitational effect show that the large outer vortices and the small inner vortices can be well simulated without any additional disturbances near nozzle tip. It was found that the temperature and species concentrations have deviated values even for the same mixture fraction in the flame-vortex interaction region. It was also shown that the flame surface is not deformed by the inner vortex in upstream region, while in downstream region, the flame surface is compressed or stretched by the outer vortex roll-up. The present unsteady jet flame configuration accompanying a flame-vortex interaction is expected to give good implications for the unsteady structures of turbulent flames.

Validation of Photo-comet Assay as a Model for the Prediction of Photocarcinogenicity

  • Kim, Ji-Young;Koh, Woo-Suk;Lee, Mi-Chael
    • Toxicological Research
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    • v.22 no.4
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    • pp.423-429
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    • 2006
  • Recent reports on the photocarcinogenicity and photogerotoxicity of many compounds led to an increasing awareness for the need of a standard approach to test for photogenotoxicity. The comet assay has been recently validated as a sensitive and specific test system for the quantification of DNA damage. Thus, the objectives of this study are to investigate the utility of photo-comet assay for detecting photo-mutagens, and to evaluate its ability to predict rodent photo-carcinogenicity. Photo-comet assays were performed using L5178Y $Tk^{+/-}$ mouse lymphoma cells on five test substances (8-methoxypsoralen, chlorpromazine, lomefloxacin, anthracene and retinoic acid) that demonstrated positive results in photocarcinogenicity tests. For the best discrimination between the test substance-mediated DNA damage and the undesirable DNA damage caused by direct UV absorption, a UV dose-response of the cells in the absence of the test substances was firstly fnalized. Out of 5 test substances, positive comet results were obtained for chlorpromazine, lomefloxacin, anthracene and retinoic acid while 8-methoxypsoralen found negative. An investigation into the predictive value of this photo-comet assay for determining the photocarcinogenicity showed that photo-comet assay has relatively high sensitivity. Therefore, the photo-comet assay with mammalian cells seems to be a good and sensitive predictor of the photocarcinogenic potential of new substances.

Correlation between Instrumental Parameter and Sensory Parameter in the Texture of Cooked Rice (쌀밥의 조직감에 대한 기기적 측정값과 관능적 측정값의 상관관계 연구)

  • Choi, Won-Seok
    • The Korean Journal of Food And Nutrition
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    • v.29 no.5
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    • pp.605-609
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    • 2016
  • This study aimed to find the optimum instrumental test conditions for the Texture Profile Analysis (TPA) of cooked rice in order to predict the sensory texture attributes (hardness, adhesiveness, chewiness). Sensory evaluation was performed for three kinds of instant cooked rice with university students in their twenties and the results of the sensory evaluation were compared to instrumental TPA patterns. Using partial least squares regression, the instrumental TPA results at a cross-head speed of 1.0 mm/sec and a compression ratio of 70% proved to be an excellent predictor of the sensory attributes of hardness ($R^2=0.99$) and chewiness ($R^2=0.99$). The results at a cross-head speed of 0.5 mm/sec and compression ratio of 30% provided an excellent model for the prediction of sensory adhesiveness ($R^2=0.83$). In this experimental range, sensory hardness and chewiness showed a high correlation with instrumental TPA parameters (hardness, cohesiveness, adhesiveness, springiness, chewiness) with a high cross-head speed and compression ratio, while sensory adhesiveness showed a high correlation with the TPA parameters with a low cross-head speed and compression ratio.

Comparison of long-term result of Hancock and Carpentier-Edward bioprosthetic valves (Hancock과 Carpentier-Edward 이종판막의 장기 임상성적에 대한 비교 연구)

  • 김정택
    • Journal of Chest Surgery
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    • v.26 no.1
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    • pp.24-31
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    • 1993
  • The long term clinical results following valve replacement with Hancock and Carpentier-Edwards bioprostheses were compared between tow valve models and between tow groups totaling 249 patients who were discharged after valve replacement from 1976 to 1986. The two groups of patients were treated with nonrandomized fashion. Follow-up was 87% complete. Cummulative duration of follow-up was 1909 patient-years, with maximum follow-up duration of 15 years. The actuarial survival for 122 patients with Hancock valves was 95.2%[\ulcornerstandard deviation] and 84.4% after 5 and 10 years of follow-up, respectively. Comparable figures for 127 patients undergoing valve replacement with Carpentier-Edwards valves were 87.3% and 76.4%, respectively[p=NS]. The probability of freedom from structural valve deterioration after 5 and 10 years of follow-up was 97.2% and 60.6%, respectively, with Hancock valves and 97.2% and 55.7%, respectively, with Carpentier-Edwards valves[p=NS]. Considering all 249 patients, multivariate [Cox model] regression revealed that ejection fraction was only significant predictor of structural valve deterioration. The probability of freedom from thromboembolism after 5 and 10 years of follow-up was 91.3% and 86.4%, respectively, with Hancock valves and 94.2% and 82.5%, respectively, with Carpentier-Edwards valves[p=NS]. Hence more strict control of anticoagulation should be done on patients with left atrial factors. In summary, there were no significant differences in actuarial survival rate and major valve related complications between tow valve models. These results suggests that its use should be confined to older patients or patients with a contraindication of anticoagulation.

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Design of Robust Controller for Systems with Time Delay (지연시간을 갖는 계통에 대한 강인한 제어기 설계)

  • 박귀태;이기상;김성호
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.39 no.9
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    • pp.997-1005
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    • 1990
  • Integral Error and State Feedback (IESF) controller which incorporates state feedback as a modern control scheme and integral action as a classical control scheme has better performance than that of conventional PID controller in linear time invariant system. But the structure of the IESF controller requires all the state variables of the system and is applicable only to pole assignable linear time invariant systems without time delay. Many industrial processes have large time delay and it is impossible to directly apply IESF control scheme to those processes. In this paper, a new controller structure, Modified Integral Error and State Feedback (MIESF) has been suggested in order to effectively control processes having time delay and its performance has been analyzed and its effectiveness has also been confirmed. As the proposed controller uses output feedback scheme based on integral error and state feedback (IESF) method, it can be simply designed by pole assignment algorithm irrespective of the order of the process. The MIESF controller can follow setpoint changes without overshoot. It is robuster than conventional Smith-Predictor plus PI(D) controller in case of occurring time delay mismatch and extra parameter mismatches between the process and the model. It can enhance control performance by intentional time delay mismatch.

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Impact of Perceived Leadership Styles on Organizational Commitment (지각된 리더십 유형이 구성원의 조직몰입에 미치는 영향)

  • Lee, Jeong Eon
    • The Journal of the Korea Contents Association
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    • v.18 no.6
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    • pp.600-607
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    • 2018
  • This study is designed to examine the effects of transformational and transactional leadership on organizational commitment. A survey questionnaire is used to gather the data while judgement sampling was utilized to choose the respondents. The results from the study indicate that transformational leadership is found to positively affect emotional and normative commitment respectively. Using multiple regression, it is also found continuance commitment is not related to transformational and transactional leadership. The study partially supports the model that perceived leadership affects organizational commitment. It is proposed that transactional leadership appears to be a more useful predictor of organizational commitment. Given the findings of this study, firms are provided with insights into how transformational and transactional leadership may contribute to managing workers' organizational commitment.

Factors Influencing Health Promoting Behaviors of EMT-P Students using Pender's Model (Pender 모형을 활용한 응급구조학과 학생의 건강증진행위에 영향을 미치는 요인)

  • Choi, Eun-Sook
    • The Korean Journal of Emergency Medical Services
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    • v.11 no.2
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    • pp.5-17
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    • 2007
  • Purpose: The purpose of this study was to supply basic data for a health promoting program and to elevate the level of it by examining whether EMT-P Students' health promoting behaviors were related to health percetion, health concept, health status, self-esteem, perceived benefits of action, perceived barriers of action, perceived self-efficacy, activity-related affect, social support, preference, prior related behavior, and a plan for action. Method: Subjects were 116 EMT-P Students in K city. Data collection method was a structured questionnaire. Data was analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation analysis, and stepwise multiple regression. Result: The most powerful predictor was prjor related behavior(28.8%). Altogether prjor related behavior, health status, perceived barriers of action, a plan for action were proven to account for 44.6% of health promoting behaviors of EMT-P Students. Conclusion: It suggested that prjor related behavior, health status, perceived barriers of action, a plan for action should be considered when developing a EMT-P Students' health promoting program.

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Parents, peer, and teachers relations as predictor of adolescent adult media addiction and depression (부모의 양육 방식, 또래 및 교사 관계가 청소년 성인 매체 중독과 우울에 미치는 영향)

  • Kim, Hyo-Jung;Rha, Jong-Youn
    • Human Ecology Research
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    • v.55 no.6
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    • pp.567-580
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    • 2017
  • This study explored the influence of adolescent depression on adult media addiction by examining Bronfenbrenner's ecological perspective. The ecological perspective is a useful framework to identify the link between youths' interacting subjects in the ecological environment. It can also be used to understand adolescent problems and addiction behaviors. The current study examined the influence of parents, peers, and teachers on adult media addiction and depression with a focus on micro-systems that have the greatest influence on adolescents among various environmental systems. We analyzed 568 participants who reported exposure to adult media. SPSS 20.0 was used to conduct a descriptive analysis of the data; AMOS 19.0 was used to conduct a confirmatory factor analysis and structural equation model. The results of study are as follows. First, parental abuse and peer alienation significantly increases depression. Second, peer communication significantly decreases depression. Third, parental monitoring and parental affection significantly decreased adult media addiction. Fourth, parental abuse, peer alienation, and depression significantly increased adult media addiction. This study is meaningful in that it examines the influence of parent, peer, and teacher relationships among adolescents on adult media addiction and depression. This study can be helpful to understand adult media addiction and depression among Korean adolescents.

Geomorphic Variables Influential to Develop Erosional Characteristics (산지사면의 침식에 영향을 주는 지형인자에 관한 연구)

  • Yoo-Jeong Hwang
    • Journal of the Korean Geographical Society
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    • v.33 no.3
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    • pp.365-376
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    • 1998
  • The goal of this study is to find the geomorphic variables contolling gully development on hillslopes following deforestation. Two possible geomorphic processes, surface erosion and mass movement were reviewed to compare the characteristics and geomorphic variables involved. The research objective in this paper is to find the variables and the statistical model which can explain gully density in the study area. Gully density was selected as a response variable. For log gully density, the best subset regression was found to have the variables such as area, surface length, and surface width. Log area is the most significant predictor. Even with several outliers, the normal probability plot of the residuals from this regression looks straight. So, area, surface length, and surface width explain half of the variance in gully density.

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Performance Analysis of Mulitilayer Neural Net Claddifiers Using Simulated Pattern-Generating Processes (모의 패턴생성 프로세스를 이용한 다단신경망분류기의 성능분석)

  • Park, Dong-Seon
    • The Transactions of the Korea Information Processing Society
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    • v.4 no.2
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    • pp.456-464
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    • 1997
  • We describe a random prcess model that prvides sets of patterms whth prcisely contrlolled within-class varia-bility and between-class distinctions.We used these pattems in a simulation study wity the back-propagation netwoek to chracterize its perfotmance as we varied the process-controlling parameters,the statistical differences between the processes,and the random noise on the patterns.Our results indicated that grneralized statistical difference between the processes genrating the patterns provided a good predictor of the difficulty of the clssi-fication problem. Also we analyzed the performance of the Bayes classifier whith the maximum-likeihood cri-terion and we compared the performance of the neural network to that of the Bayes classifier.We found that the performance of neural network was intermediate between that of the simulated and theoretical Bayes classifier.

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