• 제목/요약/키워드: model-driven

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A Data-driven Multiscale Analysis for Hyperelastic Composite Materials Based on the Mean-field Homogenization Method (초탄성 복합재의 평균장 균질화 데이터 기반 멀티스케일 해석)

  • Suhan Kim;Wonjoo Lee;Hyunseong Shin
    • Composites Research
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    • v.36 no.5
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    • pp.329-334
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    • 2023
  • The classical multiscale finite element (FE2 ) method involves iterative calculations of micro-boundary value problems for representative volume elements at every integration point in macro scale, making it a computationally time and data storage space. To overcome this, we developed the data-driven multiscale analysis method based on the mean-field homogenization (MFH). Data-driven computational mechanics (DDCM) analysis is a model-free approach that directly utilizes strain-stress datasets. For performing multiscale analysis, we efficiently construct a strain-stress database for the microstructure of composite materials using mean-field homogenization and conduct data-driven computational mechanics simulations based on this database. In this paper, we apply the developed multiscale analysis framework to an example, confirming the results of data-driven computational mechanics simulations considering the microstructure of a hyperelastic composite material. Therefore, the application of data-driven computational mechanics approach in multiscale analysis can be applied to various materials and structures, opening up new possibilities for multiscale analysis research and applications.

Understanding the Flow Properties by a Numerical Modeling in the South Sea of Korea (수치모델을 이용한 한국 남해의 유동특성 이해)

  • Bae, Sang-Wan;Kim, Dong-Sun
    • Journal of the Korean Society of Marine Environment & Safety
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    • v.18 no.4
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    • pp.295-307
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    • 2012
  • In order to understand the flow properties of the South Sea of Korea, tidal currents, wind-driven currents, density-driven currents and residual flows were investigated by using 3-dimensional numerical model(POM). In offshore regions, tide-induced residual current tends to flow eastward during the spring tide and westward during the neap tide. Total residual flow is irregular due to the bottom topography in the coastal area. The density-driven currents in the coastal area showed to be relatively weak, with little seasonal differences. The special tendency was apparent in the open sea. That is, the flow in the offshore regions showed results similar to that of the Tsushima current. The wind-driven currents in the coastal area showed to be much stronger than in offshore regions. Vertically, the flow of the surface layer was much stronger than that of the bottom layer. Through these results, material transport and diffusion in the south coast, as a basis for predicting the spread of use is expected to be available.

A Dynamic Model of a Gas Engine-Driven Heat Pump in Cooling Mode for Real-Time Simulation

  • Shin, Young-Gy;Yang, Hoon-Cheul;Tae, Choon-Seob;Jang, Cheol-Yong;Cho, Soo
    • International Journal of Air-Conditioning and Refrigeration
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    • v.14 no.3
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    • pp.85-93
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    • 2006
  • The present study has been conducted to simulate dynamics of a gas engine-driven heat pump (GHP) for the design of control algorithm. The dynamic model of a GHP was based on conservation laws of mass and energy. For the control of refrigerant pressures, actuators such as an engine throttle valve, outdoor fans, coolant three-way valves and liquid injection valves were controlled by P or PI algorithm. The simulation results were found to be realistic enough to be applied for the control algorithm design. The model could be applied to build a virtual real-time GHP system so that it interfaces with a real controller for the purpose of developing control algorithm.

Dynamic Performance Analysis for 4WD/4WS Electric-driven Vehicles (4WD/4WS 전기 구동 차량의 동역학적 성능 해석)

  • 김준영;계경태;박건선;허건수;장경영;오재응
    • Transactions of the Korean Society of Automotive Engineers
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    • v.4 no.2
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    • pp.209-220
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    • 1996
  • In this paper, dynamic performance of 4WD/4WS Electric-driven vehicles is investigated. A coupled dynamic model is introduced for longitudinal, lateral and yawing motion of 4WD/4WS vehicles. Based on the coupled model, dynamic performance is analyzed for steady-state steering, acceleration steering and brake steering, respectively. These non steady-state cornering analysis is important for non-paved road maneuvering, trajectory projection for armored vehicle and future AVCS(Advanced Vehicle Control System) technology. Simulation results are obtained based on a simulink module for the introduced model.

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Context-Driven Framework for High Level Configuration of Virtual Businesses (가상기업의 형성을 위한 컨텍스트 기반 프레임워크)

  • Lee, Kyung-Huy;Oh, Sang-Bong
    • Journal of Information Technology Applications and Management
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    • v.14 no.2
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    • pp.11-26
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    • 2007
  • In this paper we suggest a context-driven configuration model of virtual businesses to form a business network model consisting of role-based, interaction-centered business partners. The model makes use of the subcontext concept which explicitly represents actors and interactions in virtual business (VB) context. We separate actors who have capacities on tasks in a specific kind of role and actor subcontext which models requirements in specific interaction subcontext. Three kinds of actors are defined in virtual service chains, service user, service provider, and external service supporter. Interaction subcontext models a service exchange process between two actor subcontexts with consideration of context dependencies like task and quality dependencies. Each subcontext may be modeled in the form of a situation network which consists of a finite set of situation nodes and transitions. A specific situation is given in a corresponding context network of actors and interactions. It is illustrated with a simple example.

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An Introduction to the Model Driven Architecture (Model Driven Architecture 기술 소개)

  • Kim, W.S.;Kwon, O.C.;Shin, K.S.
    • Electronics and Telecommunications Trends
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    • v.17 no.6 s.78
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    • pp.11-19
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    • 2002
  • 2001년 9월 OMG는 시스템을 명세하고 구축하기 위한 새로운 방안으로 MDA(Model Driven Architecture)를 표준으로 채택하였다. MDA는 OMG가 지금까지 추진한 여러 표준화 작업을 바탕으로 한 모델 중심의 시스템 명세와 개발에 대한 것이다. OMG는 그 동안 CORBA를 통하여 구현 수준에서 기술간 상호 운영성과 시스템 통합을 다루어 왔다. OMG는 여기서 더 나아가 UML, MOF, CWM 등의 모델링 표준화 작업의 결과를 기반으로 한 MDA로 구현 수준에서 설계 수준으로 시스템 통합과 기술간 상호 운영성 문제 해결을 시도한다. 본 고에서는 MDA에 대한 개괄적 설명과 함께 MDA의 기반을 이루는 관련 표준에 대해서 알아보고 그 현재 상황을 살펴본다.

Test Process Improvement and Extension Based On Model Driven Architecture(MDA) For Heterogeneous Embedded Testing (이종 임베디드 테스팅을 위한 MDA (Model Driven Architecture)기반의 테스트 프로세스 개선 및 확장에 관한 연구)

  • Kim, Dongho;Son, Hyunseung;Kim, Wooyeol;Kim, R. Youngchul
    • Annual Conference of KIPS
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    • 2012.04a
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    • pp.1239-1242
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    • 2012
  • 현재 소비자의 요구에 따라 다양한 타켓 상에서 임베디드 소프트웨어 개발이 폭주되고 있다. 같은 서비스를 제공하는 어플리케이션을 다양한 플랫폼에 맞게 개발하려면 많은 시간과 비용이 소모된다. 또한 이를 위한 테스트 비용도 증가하게 된다. 이는 테스트 비용의 지출이 전체 개발비용에 막대한 영향을 미친다. 그래서 다양한 플랫폼 상에서의 테스트 비용을 감소하기 위해 기존 소프트웨어공학 기법 중 하나인 Model Driven Architecture (MDA)를 적용한 기존 임베디드 개발기법에 테스트 프로세스를 개선 및 강화할 것을 제안한다[1 ][2]. 또한 다양한 타켓에 맞는 이종 테스트케이스 개발에 밑거름이 될 것이다.

The Role of the Value Added Network Service Industry in the Korean Economy: Using An Input-Output Analysis (부가통신서비스산업의 경제적 파급효과 분석: 산업연관분석을 이용하여)

  • Shin, Yong Jea;Choi, Sung Wook
    • Journal of Digital Convergence
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    • v.11 no.12
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    • pp.1-10
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    • 2013
  • The value added network service industry has played and important role in the telecommunication service industry and in the economic development of Korea. This study uses input-output analysis to investigate the role of value added network service sector in the Korean national economy for the period 2000, 2005, 2009, focusing on four topics in its application: production inducing effects, value-added inducing effect, employment-inducing effects by demand-driven model and supply shortage effect by supply-driven model, inflation impacts by the Leontief price model, finally analysing inter-industry linkage effects. The results of this study are as follows: production inducing effects analysis 2000 0.5253won to 2009 1.31314won, value-added inducing effects 0.25112won to 0.5337won employment inducing effects from 0.09749 to 0.21025 people grew, the supply shortage effect from 1.29003 to 2.12048won, price impact of Leontief price model was increased from 0.0022% to 0.00258%. Finally, inter-industry linkage effects, appeared to have the characteristics of final demand raw industrial.

Fuzzy Variable Structure Control of Wheel-Driven Inverted Pendulum (바퀴구동 도립진자에 대한 퍼지 가변구조제어)

  • Yoo Byung-Kook
    • Journal of the Institute of Convergence Signal Processing
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    • v.5 no.4
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    • pp.301-307
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    • 2004
  • This paper suggests a fuzzy variable structure control scheme for Takagi-Sugeno(T-S) fuzzy model and presents the attitude control of the wheel-driven inverted pendulum(WDIP) based on the proposed control algorithm. The proposed controller is designed based on the T-S fuzzy modeling of nonlinear system and the unification of gain matrices in linear subsystems that constitute the overall fuzzy model. The uncertainties generated in the gain matrix unifying procedure can be interpreted as the input disturbances of the conventional variable structure control. These unifying disturbances can be resolved by using the robustness property of the conventional variable structure system. Design example for wheel-driven inverted pendulum demonstrates the utility and validity of the proposed control scheme.

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Behavior of Laterally Cyclic Loaded Piles Driven into Sand (모래지반에서 반복수평하중을 받는 항타말뚝의 거동)

  • Paik, Kyu-Ho;Park, Won-Woo;Kim, Young-Jun
    • Proceedings of the Korean Geotechical Society Conference
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    • 2009.09a
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    • pp.913-922
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    • 2009
  • Fourteen model pile load tests using a calibration chamber and instrumented model pile were preformed to investigate the variation of the behaviors of driven piles in sands with soil and lateral cyclic loading conditions. Results of the model tests showed that the first loading cycle generated more than 70% of the pile head rotation developed for 50 lateral loading cycles. Lateral cyclic loading also made an increase of the ultimate lateral load capacity of piles for $K_0$=0.4 and an decrease for $K_0$ higher than 0.4. Higher portion of the increase or decrease in the ultimate lateral load capacity by lateral cyclic loading was generated for the first loading cycle due to densification of loosening of the soil around the pile by lateral cyclic loading. It was also observed that a two-way cyclic loading caused higher ultimate lateral load capacity of driven piles than a one-way cyclic loading. When the pile was in the ultimate state, the maximum bending moment developed in the pile increased with increasing $K_0$ value of soil and was insensitive to the magnitude and number of lateral cyclic loading.

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