• Title/Summary/Keyword: potential-flow model

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An EEG-based Deep Neural Network Classification Model for Recognizing Emotion of Users in Early Phase of Design (초기설계 단계 사용자의 감정 인식을 위한 뇌파기반 딥러닝 분류모델)

  • Chang, Sun-Woo;Dong, Won-Hyeok;Jun, Han-Jong
    • Journal of the Architectural Institute of Korea Planning & Design
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    • v.34 no.12
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    • pp.85-94
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    • 2018
  • The purpose of this paper was to propose a model that recognizes potential users' emotional response toward design by classifying Electroencephalography(EEG). Studies in neuroscience and psychology have made an effort to recognize subjects' emotional response by analyzing EEG data. And this approach has been adopted in design since it is critical to monitor users' subjective response in the preface of design. Moreover, the building design process cannot be reversed after construction, recognizing clients' affection toward design alternatives plays important role. An experiment was conducted to record subjects' EEG data while they view their most/least liked images of small-house designs selected by them among the eight given images. After the recording, a subjective questionnaire, PANAS, was distributed to the subjects in order to describe their own affection score in quantitative way. Google TensorFlow was used to build and train the model. Dataset for model training and testing consist of feature columns for recorded EEG data and labels for the questionnaire results. After training and testing, the measured accuracy of the model was 0.975 which was higher than the other machine learning based classification methods. The proposed model may suggest one quantitative way of evaluating design alternatives. In addition, this method may support designer while designing the facilities for people like disabled or children who are not able to express their own feelings toward alternatives.

A CONSIDERATION OF THERMODYNAMIC ASPECTS OF WEAR: ENERGY AND ENTROPY

  • Ling, F.F.;Bryant, M.D.;Doelling, K.L.
    • Proceedings of the Korean Society of Tribologists and Lubrication Engineers Conference
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    • 2002.10b
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    • pp.219-220
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    • 2002
  • To establish a thermodynamic basis for degradation, a hypothesis was made on the potential correlation between entropy and degradation for wear of machinery components. This paper reports an experimental study of wear of model machinery component pairs, on an accelerated testing basis. Measured were wear, friction, temperatures, and entropy flow. Results show a strong correlation between the referenced wear and the production of entropy flow. The hypothesis linking wear to entropy led to formulations consistent with the Archard/Holm wear law.

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Free Vibrations of Fluid-filled Cylindrical Shells on Partial Elastic Foundations (부분 탄성지지된 유체 저장 원통셸의 자유진동)

  • Jung, Kang;Kim, Young-Wann
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.22 no.8
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    • pp.763-770
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    • 2012
  • The free vibration characteristics of fluid-filled cylindrical shells on partial elastic foundations are investigated by an analytical method. The cylindrical shell is fully or partially surrounded by the elastic foundations, these are represented by the Winkler or Pasternak model. The motion of shell is represented by the first order shear deformation theory to account for rotary inertia and transverse shear strains. The steady flow of fluid is described by the classical potential flow theory. The fluid-structure interaction is considered in the analysis. The effect of internal fluid can be considered by imposing a relation between the fluid pressure and the radial displacement of the structure at the interface. To validate the present method, the numerical example is presented and compared with the available existing results.

Enhanced Myocardial Protection by Addition of Creatine Phosphate to the St. Thomas Hospital Cardioplegic Solution -Studies in the rat - (St. Thomas Hospital 심정지액에 Creatine Phosphate 를 첨가한 후 심근 보호 효과)

  • 최순호
    • Journal of Chest Surgery
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    • v.22 no.4
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    • pp.580-588
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    • 1989
  • The potential for enhancing myocardial protection by adding high-energy phosphate to cardioplegic solutions [St. Thomas Hospital solution] was investigated in a rat heart model of cardiopulmonary bypass and ischemic arrest. Creatine phosphate was evaluated as an additive to the St. Thomas Hospital cardioplegic solution. Creatine phosphate 10.0 mmol/L as the optimal concentration which improved recovery of aortic flow and cardiac output after a 30 minute period of normothermic [37oC] ischemic arrest. In comparing mechanical function in both groups the mean postischemic recoveries of aortic flow, cardiac output, stroke volume and stroke work [expressed as a percentage of its preischemic control] were significantly greater in STH-CP group than in CP- free control group. In addition to improving function and decreasing CK release, CP reduced reperfusion arrhythmias significantly decreasing the time between cross-clamp removal and return to regular rhythm from 81.8 * 13.9 [sec] in CP-free group to 35.9 * 6.8 [sec] in CP group [P< 0.05] so, exogenous CP exerts potent protective and antiarrhythmic effects when added to the St. Thomas Hospital cardioplegic solution. However, the mechanism of action remains to be elucidated.

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A study of HFLC series compensator as a power flow controller in an ac power system (5 [KHz] 전압공진형 인버터를 이용한 직렬보상장치 연구)

  • Chung, Gyo-Bum;Oh, Sung-Chul
    • Proceedings of the KIEE Conference
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    • 1994.07a
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    • pp.422-425
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    • 1994
  • The main objective of this paper is to explore the feasibility and potential benefits of HFLC series compensator as a power flow controller in an ac power system. To accomplish this goal, the detailed 5 [KHz] model for EMTP simulation study is developed. Among the issues considered are analysis, tank circuit design, link frequency selection, harmonics and filter requirement, control and damping effect. The technical evaluation performed in this research can be used in future power network design and operation.

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Hospital Emergency Department Simulation for Resource Analysis

  • Kozan, Erhan;Diefenbach, Mel
    • Industrial Engineering and Management Systems
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    • v.7 no.2
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    • pp.133-142
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    • 2008
  • The Emergency Department (ED) is an integral part of hospitals. Admissions from the ED account for a significant proportion for a hospital's activity. Ensuring a timely and efficient flow of patients through the ED is crucial for optimising patient care. In recent years, ED overcrowding and its impact on patient flow has become a major issue facing the health sector. Simulation is rapidly becoming a tool of choice when examining hospital systems due to its capacity to involve numerous factors and interactions that impact the system. An analytical simulation model is used to investigate potential impacts by changing the following aspects of ED (physical layouts; number of beds; number and rate of patient arrivals; acuity of illness or injury of patients; access to radiology and pathology services; hospital staffing arrangements; and access to inpatient beds). Results of a significant numerical investigation at a hospital are also presented.

Review on RTL-GDS Methodology for VDSM Process (VDSM 공정에서 적용되는 RTL-to-GDS Methodology 검토 및 적용)

  • 권오철;정길임;김주선;배점한
    • Proceedings of the IEEK Conference
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    • 2000.11b
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    • pp.132-135
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    • 2000
  • We have been aware fer some time. that it is becoming harder to develop ASIC only, using the vendor wire model for the current top-down/bottom-up process. Because VDSM has a much bigger wired delay than cell delay, it is also difficult to reduce development time, as well as time-to-market, while developing several million gate ASIC's. The same is true for high frequency ASIC's with VDSM (which have larger wire delay versus cell delay). Therefore, a solution called “RTS-GDS”, using physical constraints fur SOC with timing met, is being actively discussed. This paper suggests a methodology for SOC development by utilizing a top down flow via CWLM along with discussing potential problems. This paper also provides a design flow, including physical synthesis, DFT, floor plan and CWLM, all of which are relevant to proper SOC development.

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Numerical Analysis of Water Entry Behavior of the High Speed (고속으로 입수하는 물체의 입수 거동 해석)

  • Kim Y. W.;Park W. G.;Kim C. S.
    • 한국전산유체공학회:학술대회논문집
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    • 1998.11a
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    • pp.167-174
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    • 1998
  • The numerical methodology for simulating water entry behaviors of the high-speed bodies has been developed. Since the present method assumed the impact occurs within a very short time interval, the viscous effects do not have enough time to play a significant role in the impact forces, that is, the flow around a water-entry object was assumed as an incompressible potential flow and is solved by the source panel method. The elements fully submerged into the water are routinely teated, but the elements intersected by the effective planar free surface are redefined and reorganized to be amenable to the source panel method. To validate the present code, it has been applied to the ogive model and compared with experimental data. Good agreement has been obtained. The water entry behavior of the bouncing phenomena from the free surface has been also simulated using the impact forces and two degree of freedom dynamic equation. Physically, acceptable results have been obtained.

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The Evaluation of the Validity of Equipment-replacing Alternatives in Consideration of the Differences of Cost Flow (비용 흐름의 차이를 고려한 교체 설비 대안에 대한 타당성 평가)

  • 김성집;박흥석
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.17 no.31
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    • pp.99-114
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    • 1994
  • The introduction of new equipments to strengthen the competitiveness of enterprises is one of pretty important factors. Enterprises introducing new equipments strengthen competitiveness through productivity increasing, high quality maintenance, inventory reduction, improved design and production interface, simple scheduling process, low scrap rate, rework reduction, etc. Managers will work out the best equipment-replacing strategy through the appropriate combination of potential cost attributes and qualitative attributes difficult to quantify in accordance with the business purpose. This study is to present a method to select an equipment-replacing alternative through the decision-making model of Analytic Hierarchy Process in consideration of the differences of cost flow of the alternatives, taking into consideration tangible attributes and strategic intangible attributes.

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고속으로 입수하는 물체에 대한 충격량 해석

  • Kim Yeong U;Park Won Gyu;Kim Chan Su
    • 한국전산유체공학회:학술대회논문집
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    • 1998.05a
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    • pp.190-201
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    • 1998
  • The numerical methodology for computing the impact forces of the water entry bodies has been developed. The present method assumed the impact occurs within a very short time interval and the viscous effects do not have time enough to play a significant role in the impact forces, that is, the flow around a water-entry object was assumed as an inviscid potential flow and is solved by the source panel method. The elements fully submerged into the water are routinely treated, but the elements intersected with the effective planar free surface are redefined and reorganized to be amendable to the source panel method. To validate the present code, it has been applied to disk and ogive model and compared with experimental data. Good agreement has been obtained.

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