• 제목/요약/키워드: predicting model

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Testing the Transtheoretical Model in Predicting Smoking Relapse among Malaysian Adult Smokers Receiving Assistance in Quitting

  • Yasin, Siti Munira;Retneswari, Masilamani;Moy, Foong Ming;Taib, Khairul Mizan;Isahak, Marzuki;Koh, David
    • Asian Pacific Journal of Cancer Prevention
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    • 제14권4호
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    • pp.2317-2323
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    • 2013
  • The role of The Transtheoretical Model (TTM) in predicting relapse is limited. We aimed to assess whether this model can be utilised to predict relapse during the action stage. The participants included 120 smokers who had abstained from smoking for at least 24 hours following two Malaysian universities' smoking cessation programme. The smokers who relapsed perceived significantly greater advantages related to smoking and increasing doubt in their ability to quit. In contrast, former smokers with greater self-liberation and determination to abstain were less likely to relapse. The findings suggest that TTM can be used to predict relapse among quitting smokers.

가스터빈 연소기에서 화염의 위치를 고려한 열음향 해석 (Thermoacoustic Analysis Considering Flame Location in a Gas Turbine Combustor)

  • 김대식;김사량;김규태
    • 한국연소학회지
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    • 제18권1호
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    • pp.1-6
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    • 2013
  • Authors' previous works on thermoacoustic(TA) model development showed good results in predicting combustion instability characteristics in a gas turbine combustor. However, they also suggested there were some limitations in growth rate estimation, which might be related with over-simplification of flame structure. As a first trial for improving the model accuracy, the current paper introduces the modified TA model considering the actual flame location in the combustor. The combustor is divided into the unburned and the burned area before and after the flame location, and then acoustic equations are re-organized. The modified TA model results show a better accuracy in predicting the growth rate of instabilities comparing with the previous results. However, obtained results still overestimate the conditions where the combustor goes unstable. Further researches considering heat release distribution through flames are required.

냉간 단조용 SCr420 강의 퀜칭 시 열전달 예측모델 개발 (Development of Heat Transfer Predicting Model for Cold forging Steel(SCr420) During Quenching Process)

  • 진민호;장지웅;강성수
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2003년도 추계학술대회논문집
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    • pp.68-71
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    • 2003
  • Heat treatment is one of the critical manufacturing processes that determine the quality of a product. This paper presents experimental and analytical results for the quench of a ring gear in stagnant oil. The goal of this study is to develop heat transfer predicting model in an overall analysis of the quenching process. Thermal conductivities which are dependant on temperatures and convection coefficients which are obtained by inverse method are used to develop the accurate heat transfer model. The results of heat transfer model have a good agreement with experimental results.

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PWM 제어용 고전압 릴레이의 테스트베드 설계 (Testbed Design of PWM Controlled High Voltage Relay)

  • 김진광
    • 한국산업융합학회 논문집
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    • 제20권5호
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    • pp.419-424
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    • 2017
  • The purpose of this study is to develop a virtual testbed capable of predicting the functional performance of a linear electromagnetic actuator for a high voltage relay in order to reduce its development costs and time. The virtual testbed is defined by a multiphysics coupling approach in order to consider the complex interactions of multi-domains such as the solenoid model of electromagnets, the mass-spring-damper model of mechanical systems, the electric circuit model for an external control unit, and the thermal model for predicting temperature variations. The performances of the existing high voltage relay were estimated by the virtual testbed, and then the effectiveness and validation of the proposed testbed were discussed in comparison with the experimental test results. This study showed that the virtual testbed can be applied in design, optimization, and investigation of high voltage relays.

일회성 시스템의 저장신뢰도 결정 모델에 관한 연구 (A Study on the Storage Reliability Determination Model for One-shot System)

  • 김동규;강운석;강성진
    • 한국경영과학회지
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    • 제38권1호
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    • pp.1-13
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    • 2013
  • Some systems such as missiles and ammunitions are used only one time in combat or emergency situation. Predicting correct storage reliability is very important for those systems which are inspected periodically. Many researches have been done for predicting the storage reliability using generally exponential or Weibull failure distribution. However, recent studies show the hazard functions follow various types of failure distributions. So in this paper, we proposed a generalized model that measures the storage reliability regardless of type of failure distributions. And this model reflects inspection error and failures that might be occurred during periodical check and within storage term as well.

Predicting the compressive strength of cement mortars containing FA and SF by MLPNN

  • Kocak, Yilmaz;Gulbandilar, Eyyup;Akcay, Muammer
    • Computers and Concrete
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    • 제15권5호
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    • pp.759-770
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    • 2015
  • In this study, a multi-layer perceptron neural network (MLPNN) prediction model for compressive strength of the cement mortars has been developed. For purpose of constructing this model, 8 different mixes with 240 specimens of the 2, 7, 28, 56 and 90 days compressive strength experimental results of cement mortars containing fly ash (FA), silica fume (SF) and FA+SF used in training and testing for MLPNN system was gathered from the standard cement tests. The data used in the MLPNN model are arranged in a format of four input parameters that cover the FA, SF, FA+SF and age of samples and an output parameter which is compressive strength of cement mortars. In the model, the training and testing results have shown that MLPNN system has strong potential as a feasible tool for predicting 2, 7, 28, 56 and 90 days compressive strength of cement mortars.

지리정보시스템을 이용한 SWAT 모형의 적용 (Application of the SWAT Model Using a GIS)

  • 김지훈;홍성구;권순국
    • 한국농공학회지
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    • 제40권4호
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    • pp.67-76
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    • 1998
  • With the aid of SWAT/GRASS interface, SWAT model was applied to a representative rural watershed and evaluated for its applicability through calibration and verification using observed data. Results of the model application showed that the simulated runoff was in a good agreement with the observed data and indicated reasonable applicability of the model. In predicting sediment yield, however, there were differences between the simulated and the observed values. It seems due to the inaccurate determination of MUSLE factors, better prediction of sediment yield could be achieved by selecting more appropriate MUSLE factors for different land use types. In predicting nutrient loading, the simulation results showed a similar trend to observed data.

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WEPP 모형을 이용한 경사지 토양유실량 추정 (Estimating of Soil Loss from Hillslope Using WEPP Model)

  • 손정호;박승우;강민구
    • 한국농공학회:학술대회논문집
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    • 한국농공학회 2001년도 학술발표회 발표논문집
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    • pp.45-50
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    • 2001
  • The purpose of this study was to estimate of soil loss form hillslope using WEPP(Water Erosion Prediction Project) model. WEPP model was developed for predicting soil erosion and deposition, fundamentally based on soil erosion prediction technology. The model for predicting sediment yields from single storms was applied to a tested watershed. Surface runoff is calculated by kinematic wave equation and infiltration is based on the Green and Ampt equation. Governing equations for sediment continuity, detachment, deposition, shear stress in rills, and transport capacity are presented. Tested watershed has an area of 0.6ha, where the runoff and sediment data were collected. The relative error between predicted and measured runoff was $-16.6{\sim}2.2%$, peak runoff was $-15.6{\sim}2.2%$ and soil loss was $-23.9{\sim}356.5%$.

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An Analytical Study on Prediction of Effective Properties n Porous and Non-Porous Piezoelectric Composites

  • Lee Jae-Kon
    • Journal of Mechanical Science and Technology
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    • 제19권11호
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    • pp.2025-2031
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    • 2005
  • Eshelby type micro mechanics model with a newly developed piezoelectric Eshelby tensor is proposed for predicting the effective electroelastic properties of the piezoelectric composite. The model is applied for piezoelectric solids containing both porosities and metal inhomogeneities. The effective electroelastic moduli of the composites such as stiffness, piezoelectric constants, and dielectric constants are predicted by the present model, which are extensively compared with the existing experimental results from the literatures. The validity of Eshelby type model for predicting the effective properties of the composite is thoroughly examined. It can be concluded from this study that a new mechanism is needed to compute correctly the dielectric constants among the effective properties of the composites.

연구로용 핵분열 생성물 연소 체인 모델 (Fission-product Burnup Chain Model for Research Reactor Application)

  • Kim, Jung-Do;Gil, Choong-Sup;Lee, Jong-Tai
    • Nuclear Engineering and Technology
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    • 제22권4호
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    • pp.351-358
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    • 1990
  • 고연소에서도 연소 과정을 정확히 계산할 수 있는 연구로용 핵분열 생성물 연소체인 모델을 개발하였다. 이 모델은 상세히 취급된 63개 핵분열 생성물 핵종과 핵분열성 물질에 무관한 하나의 가상 원소로 구성되어 있다. 본 논문에서는 가상 원소의 유효 단면적과 악티나이드 핵종별 핵분열 생성율이 평가되었다. 이 모델은 저농축 우라늄을 핵연료로 하는 연구로의 고연소 해석에서 좋은 결과를 보이고 있다.

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