• 제목/요약/키워드: Microstructure prediction

검색결과 114건 처리시간 0.021초

Numerical Simulation for the Prediction of Microstructural Evolution in Steels during Various Heat Treatments

  • Kwahk, Si-Young;Choi, Jeong-Kil
    • 한국주조공학회지
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    • 제21권3호
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    • pp.192-197
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    • 2001
  • 본 연구에서는 여러 다른 냉각속도로 냉각되는 강의 조직과 경도를 예측하는 수치 해석을 수행하였다. 해석 프로그램은 확산과 비확산 변태에 대한 변태 이행 방정식과 유한차분법을 이용하여 제품에 대해서 온도분포 및 조직변태에 대한 예측을 수행하고 또한 경도를 예측하도록 하였다. 해석 결과와의 비교를 위해 여러 다른 냉각속도로 냉각되는 AISI 410시편들에 대한 일련의 시험을 행하여 각각의 조직과 경도를 구하였으며 특히 온도해석에 사용하는 열전달계수는 실험을 통하여 구한 값을 사용하였다. 실험에 의해 구해진 결과는 해석 프로그램을 이용한 값과 잘 일치 하였다.

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표면크랙 예측을 위한 결정립 제어 레오로지 소재 표면의 나노 변형특성에 관한 연구 (A Study on the Nano-Deformation Characteristics of Grain-Size Controlled Rheology Material Surfaces for Surface Crack Prediction)

  • 윤성원;김현일;강충길
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2004년도 추계학술대회 논문집
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    • pp.355-358
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    • 2004
  • In this study, the deformation characteristics of grain-size controlled rheology materials surfaces were investigated as a part of the research on the surface crack prediction in semi-solid formed automobile components. The microstructure of rheology Al-Si alloys consists of primary and eutectic regions. In eutectic regions the crack initiation begins with initial fracture of the eutectic silicon particles and inside other intermetallic phases. Nano-deformation characteristics in the eutectic and primary region of semi-solid aluminum alloys (356 alloy and 319 alloy) were investigated through the nanoindentation/scratch experiments and the AFM observation.

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3차원 2-Step Braided 복합재료의 탄성 계수 예측 (Elastic Properties of 2-Step Braided Composites)

  • 변준형
    • 연구논문집
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    • 통권23호
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    • pp.45-56
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    • 1993
  • In order to acquire more comprehensive understanding of textile composites, the processing-microstructure-performance relationships for a variety of material systems, reinforcing schemes and processing technologies should be established. In this paper, emphasis is placed on the integrated analysis of three-dimensional (3-D) 2-step braided composites. The analysis includes the geometric model of unit cells, identification of key process parameters and processing windows due to limiting geometries of yarn jamming, and prediction of elastic constants of the composite. The coordinate transformation and averaging of stiffness and compliance constants are utilized in the prediction of elastic constants. Since there are several types of unit cells in the thickness and width directions of the composites, characterization of mechanical properties is based upon the macro-cell, which occupies the entire cross-section and the unit pitch length of the sample. The performance map demonstrates that a wide range of elastic properties can be achieved by varying the geometric and process parameters.

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재결정거동을 고려한 강의 유동응력 예측 (Prediction of Flow Stress of Steel in Consideration of Recrystallization)

  • 이동근;박종진
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 1999년도 제3회 압연심포지엄 논문집 압연기술의 미래개척 (Exploitation of Future Rolling Technologies)
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    • pp.341-348
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    • 1999
  • In the finite elemenet analysis of metal forming problems, the most critical input is the flow stress of workpiece. Conventionally, the flow stress of a metal at elevated temperatures is assumed to be a function of strain, strain rate and temperature, and obtained by experiment. However, if the workpiece is not continuously deformed as in mulit-pass rolling, the flow stress obtained by experiment is no longer valid because it does not consider the microstructure evolution occurring between deformations. In the present study, it was attemped that the flow stress of steel in the austenite region be obtained equations. It was applied to the prediction of flow stress variation at each stand during hot finishing rolling of steel.

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신선가공시 고탄소강 선재 층상구조의 정렬 예측 (Orientation Prediction of Lamella Structure of High Carbon steel in Wire Drawing)

  • 김현수;배철민;이충열;김병민
    • 한국정밀공학회지
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    • 제22권10호
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    • pp.49-55
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    • 2005
  • The objective of this study was presented with a prediction on the alignment of cementite in pearlite lamella structure of high carbon steel by means of finite-element method(FEM) simulation. Pearlite strcuture was characterized by its nano-sized microstructure feature of alternation ferrite and cementite. FEM simulations were performed based on a suitable FE model describing the boundary conditions and the material behavior. With the alignment of lamella structure in high carbon pearlite steel wire, material plastic behavior was taken into account on plastic deformation and alignment of cementite. The effects of many important parameters(reduction in area, semi-die angle, initial angle of cementite ) on wire drawing process were predicted by DEFORM-2D. As the results, the possibility of wire fracture could be considerably reduced and the productivity of final product could be more increased than before.

유한요소법에 의한 열간성형공정에서 강의 미세조직변화 예측 (Prediction of Microstructural Evolution in Hot Forging of Steel by the Finite Element Method)

  • 장용순;고대철;김병민
    • 한국정밀공학회지
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    • 제15권7호
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    • pp.129-138
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    • 1998
  • The objective of this study is to demonstrate the ability of a computer simulation of microstructural evolution in hot forging of C-Mn steels. The development of microstructure is strongly dependent on process variables and metallurgical factors that affect time history of thermodynamical variables such as temperature, strain. and strain rate during deformation. Then finite element method is applied for the prediction of microstructural evolution, and it should be coupled with heat transfer analysis to consider the change of thermodynamical properties during forming process. In this study, Yada's recrystallization model and rigid-thermoviscoplastic finite element method are employed in order to analyze microstructural evolution during hot forging process. To show the validity and effectiveness of the proposed method, experiments are accomplished and the results of experiments are compared with those of simulations.

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Prediction of calcium leaching resistance of fly ash blended cement composites using artificial neural network

  • Yujin Lee;Seunghoon Seo;Ilhwan You;Tae Sup Yun;Goangseup Zi
    • Computers and Concrete
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    • 제31권4호
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    • pp.315-325
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    • 2023
  • Calcium leaching is one of the main deterioration factors in concrete structures contact with water, such as dams, water treatment structures, and radioactive waste structures. It causes a porous microstructure and may be coupled with various harmful factors resulting in mechanical degradation of concrete. Several numerical modeling studies focused on the calcium leaching depth prediction. However, these required a lot of cost and time for many experiments and analyses. This study presents an artificial neural network (ANN) approach to predict the leaching depth quickly and accurately. Totally 132 experimental data are collected for model training and validation. An optimal ANN model was proposed by ANN topology. Results indicate that the model can be applied to estimate the calcium leaching depth, showing the determination coefficient of 0.91. It might be used as a simulation tool for engineering problems focused on durability.

Ni/Mo 합금분말(FLC-4608)의 소결경화 공정에서 유한요소법을 이용한 마르텐사이트 분율의 예측 (Prediction of Martensite Fraction in the Sintering Hardening Process of Ni/Mo Alloy Powder (FLC-4608) Using the Finite Element Method)

  • 박효욱;주수현;이언식;권기혁;김형섭
    • 한국분말재료학회지
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    • 제22권1호
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    • pp.10-14
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    • 2015
  • In recent years, industrial demands for superior mechanical properties of powder metallurgy steel components with low cost are rapidly growing. Sinter hardening that combines sintering and heat treatment in continuous one step is cost-effective. The cooling rate during the sinter hardening process dominates material microstructures, which finally determine the mechanical properties of the parts. This research establishes a numerical model of the relation between various cooling rates and microstructures in a sinter hardenable material. The evolution of a martensitic phase in the treated microstructure during end quench tests using various cooling media of water, oil, and air is predicted from the cooling rate, which is influenced by cooling conditions, using the finite element method simulations. The effects of the cooling condition on the microstructure of the sinter hardening material are found. The obtained limiting size of the sinter hardening part is helpful to design complicate shaped components.

과포정계 합금의 응고조직에 미치는 대류의 영향 (Effect of Convection on the Solidification Microstructure of Hyper-Peritectic Systems)

  • 박병규;김무근;박장식;김근오;최재광
    • 대한기계학회논문집B
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    • 제25권7호
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    • pp.958-966
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    • 2001
  • This study has examined the microstructural development in the Bridgman type directional solidification of hyper-peritectic Sn-Cd alloys, and the temperature and flow field have been numerically simulated to see if there is any change induced by convection. The directional solidification experiments carried out in quartz tubes with inside diameters of 0.4∼6mm showed that the resulting microstructures are clearly dependent on the size of tube diameters. The bigger ampoules where the effect of convection is highly expected produced saw-like structures resulting from the primary $\alpha$ and peritectic $\beta$ phase growing together at a planar solid-liquid front, with the former being surrounded by the latter. In the smaller ampoules, where the effect of convection is expected low however, the saw structure disappears, and as is understood from the theoretical prediction based on diffusion-controlled solidification the initial growth of the primary $\alpha$ phase is replaced by the nucleation of the peritectic $\beta$ phase whose growth continues to the end of the solidification.

A Thermal Conductivity Model for LWR MOX Fuel and Its Verification Using In-pile Data

  • Byung-Ho Lee;Yang-Hyun Koo;Jin-Silk Cheon;Je-Yong Oh;Hyung-Koo Joo;Dong-Seong Sohn
    • Nuclear Engineering and Technology
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    • 제34권5호
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    • pp.482-493
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    • 2002
  • The MOX fuel for LWR is fabricated either by direct mechanical blending of UO$_2$ and PuO$_2$ or by two stage mixing. Hence Pu-rich particles, whose Pu concentrations are higher than pellet average one and whose size distribution depends on a specific fabrication method, are inevitably dispersed in MOX pellet. Due to the inhomogeneous microstructure of MOX fuel, the thermal conductivity of LWR MOX fuel scatters from 80 to 100 % of UO$_2$ fuel. This paper describes a mechanistic thermal conductivity model for MOX fuel by considering this inhomogeneous microstructure and presents an explanation for the wide scattering of measured MOX fuel's thermal conductivity. The developed model has been incorporated into a KAERI's fuel performance code, COSMOS, and then evaluated using the measured in-pile data for MOX fuel. The database used for verification consists of homogeneous MOX fuel at beginning-of-life and inhomogeneous MOX fuel at high turnup. The COSMOS code predicts the thermal behavior of MOX fuel well except for the irradiation test accompanying substantial fission gas release. The over-prediction with substantial fission gas release seems to suggest the need for the introduction of a recovery factor to a term that considers the burnup effect on thermal conductivity.