• 제목/요약/키워드: Behavior Modeling

검색결과 3,031건 처리시간 0.034초

Real-time modeling prediction for excavation behavior

  • Ni, Li-Feng;Li, Ai-Qun;Liu, Fu-Yi;Yin, Honore;Wu, J.R.
    • Structural Engineering and Mechanics
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    • 제16권6호
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    • pp.643-654
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    • 2003
  • Two real-time modeling prediction (RMP) schemes are presented in this paper for analyzing the behavior of deep excavations during construction. The first RMP scheme is developed from the traditional AR(p) model. The second is based on the simplified Elman-style recurrent neural networks. An on-line learning algorithm is introduced to describe the dynamic behavior of deep excavations. As a case study, in-situ measurements of an excavation were recorded and the measured data were used to verify the reliability of the two schemes. They proved to be both effective and convenient for predicting the behavior of deep excavations during construction. It is shown through the case study that the RMP scheme based on the neural network is more accurate than that based on the traditional AR(p) model.

자유단조 공정 시 내부 기공 거동 예측을 위한 멀티스케일 유한요소해석 연구 (A Study of Multiple Scale FEM Modeling for Prediction of Inner Void Closing Behavior in Open Die Forging Process)

  • 곽은정;강경필;이경훈
    • 소성∙가공
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    • 제21권5호
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    • pp.319-323
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    • 2012
  • In order to predict the internal void closing behavior in open die forging process, multiple scale modeling has been developed and applied. The huge size difference between ingot and inner void makes it almost impossible to simultaneously model the actual loading conditions and the void shape. Multiple scale modeling is designed to integrate macro- and micro- models effectively and efficiently. The void closing behavior was simulated at 39 different locations in a large ingot during upsetting and cogging. The correlation between the closing behavior and variables such as effective plastic strain and maximum compressive strain was studied in order to find an efficient measure for predicting the soundness of the forging.

Development of a multiphysics numerical solver for modeling the behavior of clay-based engineered barriers

  • Navarro, Vicente;Asensio, Laura;Gharbieh, Heidar;la Morena, Gema De;Pulkkanen, Veli-Matti
    • Nuclear Engineering and Technology
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    • 제51권4호
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    • pp.1047-1059
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    • 2019
  • This work describes the development of a numerical module with a multiphysics structure to simulate the thermo-hydro-chemo-mechanical behavior of compacted bentonites. First, the conceptual model, based on the state-of-the-art formulation for clay-based engineered barriers in deep geological repositories, is described. Second, the advantages of multiphysics-based modules are highlighted. Then, the guidelines to develop a code using such tools are outlined, presenting an example of implementation. Finally, the simulation of three tests that illustrate the behavior of compacted bentonites assesses the scope of the developed code. The satisfactory results obtained, and the relative simplicity of implementation, show the opportunity of the modeling strategy proposed.

Finite element modeling of slab-on-beam concrete bridge superstructures

  • Patrick, Michael D.;Huo, X. Sharon
    • Computers and Concrete
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    • 제1권3호
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    • pp.355-369
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    • 2004
  • This paper presents a study of four finite element techniques that can be used to model slabon-beam highway bridges. The feasibility and correctness of each modeling technique are examined by applying them to a prestressed concrete I-beam bridge and a prestressed concrete box-beam bridge. Other issues related to bridge modeling such as torsional constant, support conditions, and quality control check are studied in detail and discussed in the paper. It is found that, under truck loading, the bending stress distribution in a beam section depends on the modeling technique being utilized. It is observed that the behavior of the bridge superstructure can be better represented when accounting for composite behavior between the supporting beams and slab.

Physical Modeling of Geotechnical Systems using Centrifuge

  • Kim, Dong-Soo;Kim, Nam-Ryong;Choo, Yun-Wook
    • 한국지반공학회:학술대회논문집
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    • 한국지반공학회 2009년도 세계 도시지반공학 심포지엄
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    • pp.194-205
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    • 2009
  • In geotechnical engineering, the mechanical characteristics of soil, the main material of geotechnical engineering, is highly related to the confining stress. Reduced-scale physical modeling is often conducted to evaluate the performance or to verify the behavior of the geotechnical systems. However, reduced-scale physical modeling cannot replicate the behavior of the full-scale prototype because the reduced-scale causes difference of self weight stress level. Geotechnical centrifuges are commonly used for physical model tests to compensate the model for the stress level. Physical modeling techniques using centrifuge are widely adopted in most of geotechnical engineering fields these days due to its various advantages. In this paper, fundamentals of geotechnical centrifuge modeling and its application area are explained. State-of-the-art geotechnical centrifuge equipment is also described as an example of KOCED geotechnical centrifuge facility at KAIST.

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제동특성 예측을 위한 철도차량의 동적거동 모델링 (Dynamic Behavior Modeling of a Train Vehicle for The Prediction of Braking Characteristics)

  • 박준혁;구병춘
    • 한국철도학회:학술대회논문집
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    • 한국철도학회 2007년도 춘계학술대회 논문집
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    • pp.1631-1638
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    • 2007
  • In this paper, a modeling for the dynamic behavior of a train vehicle is suggested for the prediction of the braking characteristics. In the dynamic modeling, effects of the primary and secondary suspension elements are considered and interactions between two vehicles are also estimated. This study can offer some fundamental results for a further research to enhance the braking performance using active braking control.

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자치적 방어 시스템을 위한 모델베이스기반 설계 (Model-based Design for Autonomous Defense Systmes)

  • 이종근
    • 한국시뮬레이션학회논문지
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    • 제8권1호
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    • pp.89-99
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    • 1999
  • The major objective of this research is to propose a design architecture for autonomous defense systems for supporting highly intelligent behavior by combining decision, perception, and action components. Systems with such high levels of autonomy are critical for advanced battlefield missions. By integrating a plenty of advanced modeling concepts such as system entity structure, endomorphic modeling, engine-based modeling, and hierarchical encapsulation & abstraction principle, we have proposed four layered design methodology for autonomous defense systems that can support an intelligent behavior under the complicated and unstable warfare. Proposed methodology has been successfully applied to a design of autonomous tank systems capable of supporting the autonomous planning, sensing, control, and diagnosis.

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청소년의 위험행동 예방을 위한 역량모델 개발 (Development of the Competency Model for Prevention of Adolescent Risk Behavior)

  • 박현숙;정선영
    • 대한간호학회지
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    • 제41권2호
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    • pp.204-213
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    • 2011
  • Purpose: This study was done to identify fundamental data on competency reinforcement programs to prevent adolescent risk behavior by developing and examining a competency model. Methods: In this study, competences on prevention of adolescent risk behavior were identified through competency modeling, and a competency model was developed and tested for validity. Results: Competences for prevention of adolescent risk behavior defined by the competency model included the following: self-control, positive mutual understanding between parents and adolescents, and positive connectedness with peer group. Validation of the competency model showed the model to be appropriate. Conclusion: The competency model for prevention of adolescent risk behavior through competency modeling is expected to be the foundation of an integral approach to enhance competency in adolescents and prevent adolescent risk behavior. This kind of approach can be a school-centered, cost-efficient strategy, which not only reduces adolescent risk behavior but also improves quality of adolescent resources.

중학생이 지각한 부모애착과 사회적 지지 및 문제행동간의 관계 (The Relationships of Perceived attachment, Social Support and Problem Behavior of Middle School Students)

  • 윤소정;강승희
    • 수산해양교육연구
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    • 제23권4호
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    • pp.582-595
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    • 2011
  • The purpose of the study was to investigate the causal relations among attachment, and social support influencing problem behavior in middle school students. The data contains 482 middle school students. Collected data were analyzed using SPSS and AMOS statistical package for correlation analysis and structural equation modeling. Study results were as follows. The correlations among attachment, social support and problem behavior were significant. The results of the structural equation modeling show that students' social support had direct positive influence on problem behavior, but students' attachment didn't have direct positive influence on problem behavior. That is to say, social support mediated the effect of attachment on problem behavior. These results imply that perceived attachment, and social support influence adolescents' problem behavior. Results suggest that programs that promote social support should be given to reduce problem behaviors of middle school students.

웹기반 정보시스템의 재구성을 위한 항해구조 및 사용자행동 모델링 (Navigational Structure and User Behavior Modeling for Restructuring of Web-based Information Systems)

  • 박학수;황성하;이강수
    • 한국멀티미디어학회논문지
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    • 제5권6호
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    • pp.730-744
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    • 2002
  • 최근의 정보시스템의 전형적인 형태인 웹기반 정보시스템(WBIS)은 계속적으로 재구성되어 야만 사용자의 욕구를 만족시킬 수 있으며 수익을 창출할 수 있다. 이를 위해, 시스템의 항해구조를 모델링하고 분석해야 하며 로그파일을 통해 사용자의 행동을 모델링하여 시스템의 재구성시에 활용해야한다. 이에 따라, 본 논문에서는 쇼핑몰을 포함한 WBIS의 재구성(또는 튜닝)을 위한 항해구조의 모델링 및 사용자행동 모델링 방법을 제시한다. 항해구조의 모델링을 위해 구조모델, 상태전이 모델 및 패트리넷 모델 및 분석방법을 제시하였다. 또한, 사용자행동 모델링을 위한 로그분석을 위해, 사용자행동 모델링 알고리즘을 제시하고 이를 구현하였다. 끝으로, 재구성 휴리스틱을 제시하였으며 제시한 방법들은 사례 WBIS에 적용하였다.

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