• 제목/요약/키워드: Simple prediction model

검색결과 560건 처리시간 0.029초

3차원 튜브 뱅크 주위의 난류 유동장 및 열전달에 대한 수치 해석적 연구 (The Numerical Simulation of Flow Field and Heat Transfer around 3-D Tube Banks)

  • 박상길;김경원;유홍선;최영기
    • 설비공학논문집
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    • 제8권3호
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    • pp.375-385
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    • 1996
  • Turbulent flow and heat transfer characteristics around staggered tube banks were studied using the 3-D Navier-Stokes equations and energy equation governing a steady incompressible flow, which were reformulated in a non-orthogonal coordinate system with cartesian velocity components and discretized by the finite volume method with a non-staggered variable arrangement. The predicted turbulent kinetic energy using RNG $k-{\varepsilon}$ model was lower than that of standard $k-{\varepsilon}$ model but showed same result for mean flow field quantities. The prediction of the skin friction coefficient using RNG $k-{\varepsilon}$ model showed better trend with experimental data than standard $k-{\varepsilon}$ model result. The inclined flow showed higher velocity and skin friction coefficient than transverse flow because of extra strain rate ($\frac{{\partial}w}{{\partial}y}$). Also, this was why the inclined flow showed higher local heat transfer coefficient than the transverse flow.

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Shear response estimate for squat reinforced concrete walls via a single panel model

  • Massone, Leonardo M.;Ulloa, Marco A.
    • Earthquakes and Structures
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    • 제7권5호
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    • pp.647-665
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    • 2014
  • Squat reinforced concrete walls require enough shear strength in order to promote flexural yielding, which creates the need for designers of an accurate method for strength prediction. In many cases, especially for existing buildings, strength estimates might be insufficient when more accurate analyses are needed, such as pushover analysis. In this case, estimates of load versus displacement are required for building modeling. A model is developed that predicts the shear load versus shear deformation of squat reinforced concrete walls by means of a panel formulation. In order to provide a simple, design-oriented tool, the formulation considers the wall as a single element, which presents an average strain and stress field for the entire wall. Simple material constitutive laws for concrete and steel are used. The developed models can be divided into two categories: (i) rotating-angle and (ii) fixed-angle models. In the first case, the principal stress/strain direction rotates for each drift increment. This situation is addressed by prescribing the average normal strain of the panel. The formation of a crack, which can be interpreted as a fixed principal strain direction is imposed on the second formulation via calibration of the principal stress/strain direction obtained from the rotating-angle model at a cracking stage. Two alternatives are selected for the cracking point: fcr and 0.5fcr (post-peak). In terms of shear capacity, the model results are compared with an experimental database indicating that the fixed-angle models yield good results. The overall response (load-displacement) is also reasonable well predicted for specimens with diagonal compression failure.

배기 소음기 구조가 삽입손실에 미치는 영향 (The Effect of Insertion Loss on the Element of Exhaust Muffler)

  • 강동림;김영호;전현부기;김의간
    • Journal of Advanced Marine Engineering and Technology
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    • 제24권5호
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    • pp.42-51
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    • 2000
  • The performances of the simple expansion, perforated tube, and conical-connector type as an exhaust muffler are shown in this study. Applying a model in which the method of four-pole parameter is used makes theoretical estimation of the insertion loss. Experiment is performed for the measurement of the insertion loss under four cases according to the variation of the tail pipe length. By comparing the theoretical prediction with the experimental results, the validity of the modeling using the method of four-pole parameter is verified. The personal computer simulation programs for the above mentioned theory on the muffler design have been developed and exhaust sound level measurements have been carried out for simple expansion muffler, conical-connector muffler, perforated tube mufflers and the combined type of conical-connector and simple expansion muffler. The measured results for attenuation characteristics of noise for each muffler are compared with the computed theoretical results to verity the confidence and applicable limits of the theoretical equation derived.

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설계 민감도 해석을 활용한 진동내구 예측방법 연구 (Vibration fatigue prediction using design sensitivity analysis)

  • 김찬중;주형준;신성영;권성진;이봉현
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2011년도 추계학술대회 논문집
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    • pp.488-493
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    • 2011
  • Authors previously suggested the design sensitivity analysis based on transmissibility function and identified the sensitivity of measured point over the small modification of system dynamics. On the other hand, the acceleration data will not reveal the strain information at the same location and authors suggested energy isoclines that successfully predict the fatigue damage on the interesting location to overcome the drawback of acceleration over fatigue society. Both of methodologies, sensitivity analysis and fatigue damage prediction, commonly use the response acceleration response as main indicator. In this paper, authors investigate the advanced method of vibration fatigue prediction using design sensitivity analysis to enhance the accuracy of predicted accumulated fatigue. Uni-axial vibration testing is performed with finite element model of a simple notched specimen and the prediction of fatigue damage at notched location is conducted for accelerations at different measurement locations that show different sensitivity contribution, either.

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Sums-of-Products Models for Korean Segment Duration Prediction

  • Chung, Hyun-Song
    • 음성과학
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    • 제10권4호
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    • pp.7-21
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    • 2003
  • Sums-of-Products models were built for segment duration prediction of spoken Korean. An experiment for the modelling was carried out to apply the results to Korean text-to-speech synthesis systems. 670 read sentences were analyzed. trained and tested for the construction of the duration models. Traditional sequential rule systems were extended to simple additive, multiplicative and additive-multiplicative models based on Sums-of-Products modelling. The parameters used in the modelling include the properties of the target segment and its neighbors and the target segment's position in the prosodic structure. Two optimisation strategies were used: the downhill simplex method and the simulated annealing method. The performance of the models was measured by the correlation coefficient and the root mean squared prediction error (RMSE) between actual and predicted duration in the test data. The best performance was obtained when the data was trained and tested by ' additive-multiplicative models. ' The correlation for the vowel duration prediction was 0.69 and the RMSE. 31.80 ms. while the correlation for the consonant duration prediction was 0.54 and the RMSE. 29.02 ms. The results were not good enough to be applied to the real-time text-to-speech systems. Further investigation of feature interactions is required for the better performance of the Sums-of-Products models.

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해양사고 예보 시스템 개발 (III): 3차원 통계 가시화 시스템 구축 (Development of Marine Casualty Forecasting System (III): Implementation of Three-Dimensional Visualization System)

  • 임정빈
    • 한국항해항만학회지
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    • 제28권1호
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    • pp.17-22
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    • 2004
  • 이 논문에서는 해양사고 통계예측 결과의 의미를 쉽게 이해할 수 있는 3차원 가시화 시스템의 구현에 관해서 기술했다. 이 시스템 개발에는 그래픽 사용자 인터페이스 방식(GUI)과 웹(Web) 기반 가상현실(VR) 기술을 주로 적용하였다. 그리고, 매일의 상황을 예보하기 위하여 시간기반 해양사고 예측모델과 위험수준 지표를 개발하였다. 시스템 작동실험 결과, 3차원 가상공간에 단순한 색으로 복잡한 통계결과를 나타낼 수 있었다. 또한, 매일의 위험수준을 막대 그래프에 나타낼 수 있었다.

이방성판을 사용한 샌드위치판의 차음특성 (Characteristics of Sound Insulation in Sandwich Plates with Orthotropic Skin Plate)

  • 강현주;김봉기;김재승
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2004년도 추계학술대회논문집
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    • pp.853-856
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    • 2004
  • 조립식 건축용 외장재로 사용되는 샌드위치판은 충분한 구조강도가 필요하기 때문에 표면재가 굴곡판 (Corrugated plate)으로 구성되는 경우가 많다. 샌드위치판의 부재로서 굴곡판을 이방성판으로 고려하면 이론 해석상 많은 어려움이 있다. 그러나 이방성판이 샌드위치판의 부재로서 다중판으로 되었을 때에는 단판에서 보인 여러 가지 현상들이 다중판 효과에 비해서 크지않음이 실험결과에서 보이고 있다. 이러한 사실에 착안하여 이방성판을 등가의 평판으로 모델링한 후 샌드위치 모델을 적용하여 이론 예측을 수행하였다. 계측결과와 비교로부터 본 연구에서 사용된 방법은 좋은 일치를 보이고 있다.

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밀폐된 구획 내 복합소재 고체 가연물의 연소시 열방출률의 FDS 예측 특성 (A Study on the Characteristics of FDS Heat Release Rate Predictions for Fire involving Solid Combustible Materials in a Closed Compartment)

  • 홍터기;노범석;박설현
    • 한국산학기술학회논문지
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    • 제21권11호
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    • pp.349-356
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    • 2020
  • ISO 9705 룸코너 시험을 통해 복합소재 고체 가연물의 화재발생시 발생되는 열방출률을 측정하고 화재성장율을 계산하여 Fire Dynamics Simulator (FDS)에서 제공하는 열방출률 예측 모델을 사용자가 시험을 통해 얻어진 질량 소모율을 직접 입력하고 점화원에 의해 가연물의 표면 온도가 점화 온도에 도달하게 되면 정해진 연료를 소모하게 됨으로써 열방출률이 계산되는 단순 모델 (Simple model)과 질량 소모율을 직접 계산하는 방식으로 고체 가연물의 온도를 계산하고 고체 가연물의 열분해율을 조절하여 직접 열방출률을 계산하는 열분해 모델 (Pyrolysis model)로 구분하고 각각의 열방출률 모델에 필요한 입력 인자를 적용하여 동일한 조건에서 밀폐된 구획 환경에 따라 FDS 전산 해석을 수행하였다. 복합소재 고체 가연물로는 PU 폼과 PP, 철재로 대부분 구성되어있는 영화관 의자를 선정하였다. 동일한 조건에서 밀폐된 구획 환경에 따라 각각의 열방출률 예측 모델을 해석한 결과, 밀폐된 구획에서 단순 모델을 통해 예측된 열방출률과 화재성장율이 열분해 모델을 이용하는 경우에 비해 다소 과예측되는 것을 확인 할 수 있었다.

An Improved Predictive Functional Control with Minimum-Order Observer for Speed Control of Permanent Magnet Synchronous Motor

  • Wang, Shuang;Fu, Junyong;Yang, Ying;Shi, Jian
    • Journal of Electrical Engineering and Technology
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    • 제12권1호
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    • pp.272-283
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    • 2017
  • In this paper, an improved predictive functional control (PFC) scheme for permanent magnet synchronous motor (PMSM) control system is proposed, on account of the standard PFC method cannot provides a satisfying disturbance rejection performance in the case of strong disturbances. The PFC-based method is first introduced in the control design of speed loop, since the good tracking and robustness properties of the PFC heavily depend on the accuracy of the internal model of the plant. However, in orthodox design of prediction model based control method, disturbances are not considered in the prediction model as well as the control design. A minimum-order observer (MOO) is introduced to estimate the disturbances, which structure is simple and can be realized at a low computational load. This paper adopted the MOO to observe the load torque, and the observations are then fed back into PFC model to rebuild it when considering the influence of perturbation. Therefore, an improved PFC strategy with torque compensation, called the PFC+MOO method, is presented. The validity of the proposed method was tested via simulation and experiments. Excellent results were obtained with respect to the speed trajectory tracking, stability, and disturbance rejection.

초등과학의 '지구와 우주' 분야에서 POE 수업모형 적용이 과학탐구능력 및 학업성취도에 미치는 영향 (The Effects of POE Model on Science Process Skills and Academic Achievement in Domain 'Earth and Space' of Elementary School Science)

  • 이상봉;이용섭
    • 대한지구과학교육학회지
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    • 제3권2호
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    • pp.132-140
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    • 2010
  • The purpose of this research is to explore the effects of the POE(Prediction-Observation-Explanation) teaching-learning model on the academic achievement and the capability of scientific inquiry of elementary school students. POE teaching-learning model is a three stage process modeling scientific inquiry : Prediction, Observation, and Explanation. This research is to see the effectiveness of the POE method in earth science class by applying this simple practical strategy out of various methods in science teaching with the purpose of improving the capability of scientific inquiry and the academic achievement of learners. The findings of the study are as follows: First, the POE strategy in science teaching-learning was found effective for the improvement of learners' scientific inquiry capability. Second, the POE strategy in science teaching-learning is effective for the improvement of learners' academic achievement in science. The findings mentioned above suggest that using the POE strategy in science class of elementary science education has significant effects on improvement of scientific academic achievement and scientific inquiry capability of learners compared with the general science teaching-learning strategy. It also shows to be highly recommendable for use in science class.

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