• 제목/요약/키워드: Plasticity Model

검색결과 1,161건 처리시간 0.029초

Online Automatic Gauge Controller Tuning Method by using Neuro-Fuzzy Model in a Hot Rolling Plant

  • Choi, Sung-Hoo;Lee, Young-Kow;Kim, Sang-Woo;Hong, Sung-Chul
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2005년도 ICCAS
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    • pp.1539-1544
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    • 2005
  • The gauge control of the fishing mill is very important because more and more accurately sized hot rolled coils are demanded by customers recently. Because the mill constant and the plasticity coefficient vary with the specifications of the mill, the classification of steel, the strip width, the strip thickness and the slab temperature, the variation of these parameters should be considered in the automatic gauge control system(AGC). Generally, the AGC gain is used to minimize the effect of the uncertain parameters. In a practical field, operators set the AGC gain as a constant value calculated by FSU (Finishing-mill Set-Up model) and it is not changed during the operating time. In this paper, the thickness data signals that occupy different frequency bands are respectively extracted by adaptive filters and then the main cause of the thickness variation is analyzed. Additionally, the AGC gain is adaptively tuned to reduce this variation using the online tuning model. Especially ANFIS(Adaptive-Neuro-based Fuzzy Interface System) which unifies both fuzzy logics and neural networks, is used for this gain adjustment system because fuzzy logics use the professionals' experiences about the uncertainty and the nonlinearity of the system. Simulation is performed by using POSCO's data and the results show that proposed on-line gain adjustment algorithm has a good performance.

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뇌졸중 쥐모델에서 비침습적뇌자극치료 이후 신경생리학적 검사에서 나타난 뇌가소성과 연관된 변화 (Plasticity Associated Changes in Neurophysiological Tests Following Non Invasive Brain Stimulation in Stroke Rat Model)

  • 손민균;송희정;지성주
    • Annals of Clinical Neurophysiology
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    • 제16권2호
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    • pp.62-69
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    • 2014
  • Background: Neuromodulation therapy has been used to an adjunctive treatment promoting motor recovery in stroke patients. The objective of the study was to determine the effect of repetitive transcranial magnetic stimulation (rTMS) on neurobehavioral recovery and evoked potentials in rats with middle cerebral artery occlusion. Methods: Seventy Sprague-Daley rats were induced permanent middle cerebral artery occlusion (MCAO) stroke model and successful stroke rats (n=56) assigned to the rTMS (n=28) and sham (n=28) group. The 10 Hz, high frequency rTMS gave on ipsilesional forepaw motor cortex during 2 weeks in rTMS group. The somatosensory evoked potential (SSEP) and motor evoked potential (MEP) were used to evaluate the electrophysiological changes. Behavioral function of the stroke rat was evaluated by the Rota rod and Garcia test. Results: Forty rats ($N_{rTMS}=20;\;N_{sham}=20$) completed all experimental course. The rTMS group showed better performance than sham group in Rota rod test and Garcia test at day 11 (p<0.05) but not day 18 (p>0.05). The amplitude of MEP and SSEP in rTMS group was larger than sham group at day 18 (p<0.05). Conclusions: These data confirm that the high frequency rTMS on ipsilesional cerebral motor cortex can help the early recovery of motor performance in permanent middle cerebral artery stroke model and it may simultaneously associate with changes in neurophysiological activity in brain.

GND 효과에 의한 소성 구배의 다결정 고체 거동에 대한 영향 (Effect of Plastic Gradient from GND on the Behavior of Polycrystalline Solids)

  • 정상엽;한동석
    • 한국전산구조공학회논문집
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    • 제24권2호
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    • pp.185-191
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    • 2011
  • 재료의 마이크로 스케일 해석에서 결정의 geometrically necessary dislocation(GND) 효과에 의한 소성 구배(plastic gradient)의 고려는 재료의 소성 거동에 큰 영향을 미칠 수 있다. 본 연구에서는 먼 거리(long range) 전위(dislocation)의 영향(또는 GND 효과)을 고려하여 소성 구배의 영향을 받는 다결정 고체(polycrystalline solids)의 거동을 유한요소해석을 이용하여 살펴보았다. 탄성(elastic)과 소성(plastic) 변형에 추가적으로 먼 거리 변형률(long range strain)을 고려한 항(term)이 포함된 변형 구배(deformation gradient)의 multiplicative decomposition 모델을 기반으로 하여 소성 구배 효과를 해석 모델에 포함하였다. 먼 거리 변형률에 의한 영향을 살펴보기 위해 구배 경화 계수(gradient hardness coefficient)와 먼거리 변형률 길이에 대한 재료 변수(parameter)가 사용되었다. 각각의 계수들이 다결정 고체의 거동에 미치는 영향을 확인하기 위해 두 변수의 적용에 따른 다결정 고체의 거동을 분석하였다. 단결정 및 다결정 재료의 GND 효과에 의한 소성 구배를 고려해서, 고려하지 않은 경우와 비교하여 발생하는 경화(hardening)의 차이를 분석함으로서 GND의 다결정 고체 거동의 영향을 확인하였다.

텅스텐 중합금의 부피분율, 입자형상에 따른 단열전단밴드 형성 연구 (The Effects of Volume Ratio and Shape on the Formation of Adiabatic Shear Band in WHA)

  • 이승우;송흥섭;문갑태
    • 소성∙가공
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    • 제11권8호
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    • pp.682-690
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    • 2002
  • The formation of adiabatic shearband in tungsten heavy alloys(WHA) was studied in this investigation. Five prismatic specimens were loaded by high velocity impacts and treated as plane strain problems. To find out the effect of particle's volume ratio, specimens containing 81%, 93% and 97% volume percents of tungsten particles were used. Also the effects of particle's geometry and size on the formation of shearband were studied for 81% volume percent alloys by small size particle model, large size particle model and undulated particle models, and the results were discussed.be used to diagnose the causes of necking and fracture in industrial practice and to investigate whether these defects were caused by material property variation, changes in lubrication, or incorrect press settings. In non-axisymmetric deep drawing, three modes of forming regimes are found: draw, stretch, plane strain. The stretch mode for non-axisymmetric deep drawing could be defined when the major and minor strains are positive. The draw mode could be defined when the major strain is positive and minor strain is negative, and plane strain mode could be defined when the major strain is positive and minor strain is zero. Through experiments the draw mode was shown on the wall and flange are one of a drawn cup, while the plane strain and the stretch mode were on the punch head and the punch corner area respectively, We observed that the punch load of elliptical deep drawing was decreased according to increase of die corner radius and the thickness deformation of minor side was more large than major side.

Undrained Behavior of Clay-Sand Mixtures under Triaxial Loading

  • Shin, Joon-Ho;Jeong, Sang-Seom
    • 한국지반공학회논문집
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    • 제15권3호
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    • pp.71-81
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    • 1999
  • 본 연구에서는 모래-벤토나이트 혼합토를 대상으로 혼합토의 비율 및 응력이력에 따라 비배수상태에서 삼축실험을 수행하였으며 그 결과 과압밀상태에서 발생하는 소성변형을 포함하는 구성모델을 적용하여 혼합토의 탄소성거동을 예측하였다. 비배수전단시험은 벤토나이트의 혼합비를 10, 15, 20%로 변화시키며 성형한 시료를 400kPa까지 등방압밀 시킨 후 유효구속압력을 감시켜, 압축시험은 과압밀비 1, 2, 4, 12에 대하여, 인장시험은 과압밀비 1. 4, 12에 대하여 수행하였다. 시험분석결과 p'-q평면상에서 벤토나이트의 혼합비가 15%이하인 경우는 모래와 실트에서 나타나는 상태변형선이 나타났으나 혼합비가 20%인 경우는 상태변형선이 뚜렷하지 않았을 뿐만 아니라 체적팽창 경향을 거의 보이지 않았다. 따라서 사질토의 거동에서 점토의 거동으로의 전이를 보이는 점토의 혼합비는 대략 20%정도 임을 알 수 있었다. 제안한 구성모델은 정규압밀상태의 시료에 대해서는 등방경화 구성관계식을 적용하였으며 과압밀상태의 시료에 대해서는 기준면과 항복면을 동시에 가정해 항복면 내부에서의 소성변형을 고려해 주는 비등방경화 구성관계식을 적용하였다. 본 연구 결과 제안한 구성관계식은 정규압밀상태 및 과압밀상태의 혼합토 거동을 비교적 적절히 예측할 수 있었다.

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비선형 이동경화를 고려한 점소성 모델의 내연적 적분 (A Semi-Implicit Integration for Rate-Dependent Plasticity with Nonlinear Kinematic Hardening)

  • 윤삼손;이순복
    • 대한기계학회논문집A
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    • 제27권9호
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    • pp.1562-1570
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    • 2003
  • The prediction of the inelastic behavior of the structure is an essential part of reliability assessment procedure, because most of the failures are induced by the inelastic deformation, such as creep and plastic deformation. During decades, there has been much progress in understanding of the inelastic behavior of the materials and a lot of inelastic constitutive equations have been developed. The complexity of these constitutive equations generally requires a stable and accurate numerical method. The radial return mapping is one of the most robust integration scheme currently used. Nonlinear kinematic hardening model of Armstrong-Fredrick type has recovery term and the direction of kinematic hardening increment is not parallel to that of plastic strain increment. In this case, The conventional radial return mapping method cannot be applied directly. In this investigation, we expanded the radial return mapping method to consider the nonlinear kinematic hardening model and implemented this integration scheme into ABAQUS by means of UMAT subroutine. The solution of the non-linear system of algebraic equations arising from time discretization with the generalized midpoint rule is determined using Newton method and bisection method. Using dynamic yield condition derived from linearization of flow rule, the integration scheme for elastoplastic and viscoplastic constitutive model was unified. Several numerical examples are considered to demonstrate the efficiency and applicability of the present method.

대표 교량을 이용한 국내 철근콘크리트 교량의 지진취약성 분석 방법 (Seismic Fragility Assessment Method for RC Bridges in Korea using a Representative Bridge)

  • 안효준;정성훈;신수봉
    • 한국전산구조공학회논문집
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    • 제32권6호
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    • pp.417-423
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    • 2019
  • 본 논문에서는 OpenSees 프로그램을 이용한 콘크리트 교량의 지진취약성 분석 방법에 대한 고찰을 제시한다. 교각 및 휨 부재 분산 비선형(distributed plasticity) 요소를 적용한 해석모델을 활용하여 지진에 대한 응답을 구하고 이를 통계적으로 처리하여 확률론적 지진취약성 분석을 수행한다. 응답 통계는 세기가 같은 지진파의 집단을 단계별로 scaling하는 stripe 방법과 다양한 세기를 가진 지진파 집단을 선정하는 cloud방법을 적용하고 이 두 방법에 의한 분석결과의 차이를 비교한다. 한계상태에는 교각의 휨변형과 교좌장치의 변위를 기준으로 산정한 다단계 한계상태를 적용하고, 여러 가지 한계상태를 취합한 시스템 취약성을 도출한다. 지진응답의 통계적 처리 방법과 교량의 손상 정의가 지진취약성 곡선에 주는 영향을 고찰한다.

온간 딮 드로잉에서 이종금속판재(STS430-Al3004-AZ31)의 파단 및 두께 예측을 위한 연구 (Prediction for Thickness and Fracture of Stainless Steel-Aluminum-Magnesium Multilayered Sheet during Warm Deep Drawing)

  • 이영선;이광석;김대용
    • 소성∙가공
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    • 제21권1호
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    • pp.49-57
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    • 2012
  • It is difficult to estimate the properties of multilayered sheet because they are composed of one or more different materials. Plastic deformation behavior of the multilayered sheet is quite different as compared to each material individually. The deformation behavior of multilayered sheet should be investigated in order to prevent forming defects and to predict the properties of the formed part. In this study, the mechanical properties and formability of stainless steel-aluminum-magnesium multilayered sheet were investigated. The multilayered sheet needs to be deformed at an elevated temperature because of its poor formability at room temperature. Uniaxial tensile tests were performed at various temperatures and strain rates. Fracture patterns changed mainly at a temperature of $200^{\circ}C$. Uniform and total elongation of multilayered sheet increased to values greater than those of each material when deformed at $250^{\circ}C$. The limiting drawing ratio (LDR) was obtained using a circular cup deep drawing test to measure the formability of the multilayered sheet. A maximum value for the LDR of about 2 was achieved at $250^{\circ}C$, which is the appropriate forming temperature for the Mg alloy. Fracture patterns on a circular cup and thickness of formed part were predicted by a rigid-viscoplastic FEM analysis. Two kinds of modeling techniques were used to simulate deep drawing process of multilayered sheet. A single-layer FE-model, which combines the three different layers into a macroscopic single layer, predicted well the thickness distribution of the drawn cup. In contrast, the location and the time of fracture were estimated better with a multi-layer FE model, which used different material properties for each of the three layers.

잔류응력을 고려한 섬유 금속 적층판의 기계적 물성치 예측에 관한 이론적 연구 (Analytical Study for the Prediction of Mechanical Properties of a Fiber Metal Laminate Considering Residual Stress)

  • 강동식;이병언;박으뜸;김정;강범수;송우진
    • 소성∙가공
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    • 제23권5호
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    • pp.289-296
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    • 2014
  • Uniaxial tensile tests were conducted to accurately evaluate the in-plane mechanical properties of fiber metal laminates (FMLs). The FMLs in the current study are comprised of a layer of self-reinforced polypropylene (SRPP) sandwiched between two layers of aluminum alloy 5052-H34. The nonlinear tensile behavior of the FMLs under in-plane loading conditions was investigated using both numerical simulations and a theoretical analysis. The numerical simulation was based on finite element modeling using the ABAQUS/Explicit code and the theoretical constitutive model was based on the volume fraction approach using the rule of mixture and a modification of the classical lamination theory, which incorporates the elastic-plastic behavior of the aluminum alloy and the SRPP. The simulations and the model are used to predict the inplane mechanical properties such as stress-strain response and deformation behavior of the FMLs. In addition, a post-stretching process is used to reduce the thermal residual stresses before uniaxial tensile testing of the FMLs. Through comparison of both the numerical simulations and the theoretical analysis with the experimental results, it is concluded that the numerical simulation model and the theoretical approach can describe with sufficient accuracy the actual tensile stress-strain behavior of the FMLs.

경두개 전침과 발효황금 병행 투여가 흰쥐의 허혈성 뇌세포 손상에 미치는 효과 (Combination of Transcranial Electro-Acupuncture and Fermented Scutellaria baicalensis Ameliorates Motor Recovery and Cortical Neural Excitability Following Focal Stroke in Rats)

  • 김민선;구호;최명애;문세진;양승범;김재효
    • Korean Journal of Acupuncture
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    • 제35권4호
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    • pp.187-202
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    • 2018
  • Objectives : Non-invasive transcranial electrical stimulation is one of therapeutic interventions to change in neural excitability of the cortex. Transcranial electro-acupuncture (TEA) can modulate brain functions through changes in cortical excitability as a model of non-invasive transcranial electrical stimulation. Some composites of fermented Scutellaria baicalenis (FSB) can activate intercellular signaling pathways for activation of brain-derived neurotrophic factor that is critical for formation of neural plasticity in stroke patients. This study was aimed at evaluation of combinatory treatment of TEA and FSB on behavior recovery and cortical neural excitability in rodent focal stroke model. Methods : Focal ischemic stroke was induced by photothrombotic injury to the motor cortex of adult rats. Application of TEA with 20 Hz and $200{\mu}A$ in combination with daily oral treatment of FBS was given to stroke animals for 3 weeks. Motor recovery was evaluated by rotating bean test and ladder working test. Electrical activity of cortical pyramidal neurons of stroke model was evaluated by using multi-channel extracellular recording technique and thallium autometallography. Results : Compared with control stroke group who did not receive any treatment, Combination of TEA and FSB treatment resulted in more rapid recovery of forelimb movement following focal stroke. This combination treatment also elicited increase in spontaneous firing rate of putative pyramidal neurons. Furthermore expression of metabolic marker for neural excitability was upregulated in peri-infract area under thallium autometallography. Conclusions : These results suggest that combination treatment of TEA and FSB can be a possible remedy for motor recovery in focal stroke.