• 제목/요약/키워드: Predictive equations

검색결과 155건 처리시간 0.024초

벌크비정질합금의 미세성형 : 구성모델과 적용 (Microforming of Bulk Metallic Glasses : Constitutive Modelling and Applications)

  • 윤승채;백경호;김형섭
    • 소성∙가공
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    • 제13권2호
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    • pp.168-173
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    • 2004
  • Microforming can be a good application for bulk metallic glasses. It is important to simulate the deformation behaviour of the bulk metallic glasses in a supercooled liquid region for manufacturing micromachine parts. For these purposes, a correct constitutive model which can reproduce viscosity results is essential for good predicting capability. In this paper, we studied deformation behaviour of the bulk metallic glasses using the finite element method in conjunction with the fictive stress constitutive model which can describe non-Newtonian as well as Newtonian behaviour. A combination of kinetic equation which describes the mechanical response of the bulk metallic glasses at a given temperature and evolution equations fur internal variables provide the constitutive equation of the fictive stress model. The internal variables are associated with fictive stress and relation time. The model has a modular structure and can be adjusted to describe a particular type of microforming process. Implementation of the model into the MARC software has shown its versatility and good predictive capability.

보일러-터빈 시스템을 위한 이동구간 예측제어기 설계 (Design of Receding Horizon Control for Boiler-Turbine Systems)

  • 이영일;이기원
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1997년도 하계학술대회 논문집 B
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    • pp.441-445
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    • 1997
  • In this paper, we suggest a design scheme of receding horizon predictive control(RHPC) for boiler-turbine systems whose dynamics are given in nonlinear equations. RHPC is designed for linear state space models which are obtained at a nominal operating point of the boiler-turbine system. In this consideration, the boiler is operated in a sliding pressure mode, in which the reference value of drum pressure is changing according to the electrical power generation. The reference values of the system outputs are prefiltered before they are fed to the RHPC in order to compensate the linearization errors. Simulation results show that the proposed controller provides acceptable performances in both of the cases of 'steep and small changes' and 'slow and large changes' of power demand and yields the effect of modest coordination of conventional PID schemes such as boiler-following and turbine-following control.

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Bond strength of reinforcement in splices in beams

  • Turk, Kazim;Yildirim, M. Sukru
    • Structural Engineering and Mechanics
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    • 제16권4호
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    • pp.469-478
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    • 2003
  • The primary aim of this study was to investigate the bond strength between reinforcement and concrete. Large sized nine beams, which were produced from concrete with approximately ${f_c}^{\prime}=30$ MPa, were tested. Each beam was designed to include two bars in tension, spliced at the center of the span. The splice length was selected so that bars would fail in bond, splitting the concrete cover in the splice region, before reaching the yield point. In all experiments, the variable used was the reinforcing bar diameter. In the experiments, beam specimens were loaded in positive bending with the splice in a constant moment region. In consequence, as the bar diameter increased, bond strength and ductility reduced but, however, the stiffnesses of the beams (resistance to deflection) increased. Morever, a empirical equation was obtained to calculate the bond strength of reinforcement and this equation was compared with Orangun et al. (1977) and Esfahani and Rangan (1998). There was a good agreement between the values computed from the predictive equation and those computed from equations of Orangun et al. (1977) and Esfahani and Rangan (1998).

고분자 압출기에 있어서 계량부 용융수지의 유동해석 (An Analysis of a Thermo-plastic Melt Flow in the Metering Zone of a Polymer Extruder)

  • 최만성;김광선
    • 반도체디스플레이기술학회지
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    • 제11권4호
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    • pp.7-12
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    • 2012
  • Extrusion is one of the most important operations in the polymer-processing industry. Development of models for extrusion and computer tools offer a route to developing reliable and optimized process designs. The models are based on the analysis of physical phenomena encountered during the process. Balance equations for mass, momentum and energy are fundamental to the problem. A predictive computer model has been developed for the single screw extruders with conventional screws of different geometry. The model takes into account melting zones of the extruder and describes an operation of the extruder system, making it possible to predict mass flow rate of the polymer, pressure and velocity profiles along the extruder screw channel. The simulation parameters are the material and rheological properties of the polymer; the screw pitch, and screw speed.

경암반에서 TBM 굴진 해석 및 평가 (Analysis and Assessment of Tunnel Boring Machine Performance in Hard Rock)

  • 배규진;이용수;홍성완;박홍조
    • 터널과지하공간
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    • 제4권2호
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    • pp.144-155
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    • 1994
  • This research is designed to assess current achievement levels for mechanized excavation systems in Korea adn suggest the model predictive of TBM performance using statistical approaches. A test section in the TBM construction sites is selected to measure and analyze TBM performance. The field records including operating data, time allocation into downtime catagories, and machine design are analyzed on a shift basis. There are a total of 240 shifts, with most days operating two shifts per day. Examples of the probability density functions produced from the test section are presented and discussed. Relationships between TBM penetration rate and rock physical properties are investigated and the empirical equations for TBM performance prediction are also assessed with the field data.

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The virtual penetration laboratory: new developments for projectile penetration in concrete

  • Adley, Mark D.;Frank, Andreas O.;Danielson, Kent T.;Akers, Stephen A.;O'Daniel, James L.
    • Computers and Concrete
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    • 제7권2호
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    • pp.87-102
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    • 2010
  • This paper discusses new capabilities developed for the Virtual Penetration Laboratory (VPL) software package to address the challenges of determining Penetration Resistance (PR) equations for concrete materials. Specifically, the paper introduces a three-invariant concrete constitutive model recently developed by the authors. The Advanced Fundamental Concrete (AFC) model was developed to provide a fast-running predictive model to simulate the behavior of concrete and other high-strength geologic materials. The Continuous Evolutionary Algorithms (CEA) automatic fitting algorithms used to fit the new model are discussed, and then examples are presented to demonstrate the effectiveness of the new AFC model. Finally, the AFC model in conjunction with the VPL software package is used to develop a PR equation for a concrete material.

Detection of near surface rock fractures using ultrasonic diffraction techniques

  • Selcuk, Levent
    • Geomechanics and Engineering
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    • 제17권6호
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    • pp.597-606
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    • 2019
  • Ultrasonic Time-of-Flight Diffraction (TOFD) techniques are useful methods for non-destructive evaluation of fracture characteristics. This study focuses on the reliability and accuracy of ultrasonic diffraction methods to estimate the depth of rock fractures. The study material includes three different rock types; andesite, basalt and ignimbrite. Four different ultrasonic techniques were performed on these intact rocks. Artificial near-surface fracture depths were created in the laboratory by sawing. The reliability and accuracy of each technique was assessed by comparison of the repeated measurements at different path lengths along the rock surface. The standard error associated with the predictive equations is very small and their reliability and accuracy seem to be high enough to be utilized in estimating the depth of rock fractures. The performances of these techniques were re-evaluated after filling the artificial fractures with another material to simulate natural infills.

Prediction of a transverse shrinkage of butt welded joints in shipyard conditions using the design of experimental approach

  • Urbanski, Tomasz;Taczala, Maciej
    • International Journal of Naval Architecture and Ocean Engineering
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    • 제12권1호
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    • pp.784-798
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    • 2020
  • This paper presents the results of research on transverse shrinkage of welded butt joints conducted according to the principles of experimental design and under production conditions for two main welding techniques used in shipbuilding (FCAW and SAW). Analysis took into account the technological and structural parameters influencing the assembly suitability of a large steel structure. The presented method of evaluation makes it possible to apply approximation formulae to predict transverse shrinkage in real sections of a ship hull. The determined predictive formulae were verified to actual transverse shrinkage measurements during prefabrication of hull sections at a shipyard as well as the equations referring to the analyzed form of deformation available in the literature.

2020 한국인 에너지필요추정량 설정 및 앞으로의 과제 (Establishment and future tasks of estimated energy requirement in 2020 dietary reference intakes for Koreans)

  • 김은경;김오연;박종훈;김은미;김주현
    • Journal of Nutrition and Health
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    • 제54권6호
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    • pp.573-583
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    • 2021
  • 일반적으로 에너지 필요량은 에너지 평형 상태에서의 에너지소비량으로 정의된다. 이중표식수법 (doubly labeled water, DLW)은 총에너지소비량 (total energy expenditure, TEE)을 측정하는 가장 정확한 방법으로 알려져 있다. 2002년, 미국 Institute of Medicine (IOM)은 미국인과 캐나다인을 위한 영양소 섭취기준 (dietary reference intakes, DRIs)을 제안하고, 이중표식수법 (DLW)을 이용한 연구결과들을 모아서 에너지필요추정량 (estimated energy requirement, EER) 산출식을 개발하였다. 2005년부터 한국인 영양소 섭취기준에서도 이 산출식을 이용하여 에너지필요추정량을 설정해왔다. 연령대를 기준으로 한 이 산출식에서는 체중과 신장뿐만 아니라 신체활동수준 (physical activity level, PAL)에 따른 (sedentary, low active, active, and very active) 신체활동계수 (physical activity, PA)가 적용되었다. 이중표식수법과 신체활동일기를 이용하여 산출한 한국인의 신체활동수준은 '저활동적' (1.40-1.59)에 해당되었으므로, '저활동적'에 해당하는 신체활동단계별 계수 (PA)가 에너지필요추정량 (EER) 산출식에 적용되었다. 최근 한국에서도 규칙적으로 다양한 신체활동을 하는 사람들이 증가하고 있어 '활동적 (active)'인 사람들과 '매우 활동적 (very active)'인 사람들을 위한 에너지필요추정량을 별도로 제시하였다. 앞으로 미국과 일본처럼, 한국에서도 이중표식수법 (DLW) 연구를 확대하여 한국인을 위한 에너지필요추정량 산출식이 개발되어야 한다. 또한 신체활동 일기와 새로운(한국인을 위한) 신체활동 분류표를 이용하여 신체활동수준 (PAL)을 정확하게 평가할 수 있는 표준화된 가이드라인을 마련해야한다.

머신러닝을 이용한 새로운 Munk-type 쇄파파고 예측식의 제안 (Development of a New Munk-type Breaker Height Formula Using Machine Learning)

  • 최병종;남형식;이광호
    • 한국항해항만학회지
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    • 제45권3호
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    • pp.165-172
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    • 2021
  • 쇄파는 연안류, 표사이동, 충격파압, 에너지소산 등과 같은 연안에서 발생하는 다양한 물리현상과 직접적인 관계가 있으므로 항만 구조물의 설계시 반드시 고려되어야 하는 중요한 설계인자 중 하나이다. 쇄파에 대한 연구들은 쇄파가 가진 고유의 복잡성으로 인해 주로 수리모형실험을 통해 쇄파파고와 쇄파수심 등과 같은 쇄파지표를 예측하기 위한 많은 경험식이 제안되어 왔다. 하지만, 기존의 쇄파지표에 대한 경험식은 일정한 방정식의 가정하에 자료의 통계적 분석을 통해 가정한 방정식의 계수들을 결정하고 있다. 본 연구에서는 회귀 혹은 분류문제와 관련된 다양한 연구분야에 있어서 높은 예측성능을 보여주는 대표적인 선형기반의 머신러닝 기법을 적용하여 천수변형에 의해 발생하는 쇄파의 한계파고를 산정하기 위한 새로운 Munk형식의 경험식을 제안하였다. 새롭게 제안된 쇄파지표식은 단순한 형태의 다항식에도 불구하고 기존의 경험공식과 유사한 예측성능을 보였다.