• 제목/요약/키워드: Modeling and controlling

검색결과 301건 처리시간 0.025초

Trends in Materials Modeling and Computation for Metal Additive Manufacturing

  • Seoyeon Jeon;Hyunjoo Choi
    • 한국분말재료학회지
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    • 제31권3호
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    • pp.213-219
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    • 2024
  • Additive Manufacturing (AM) is a process that fabricates products by manufacturing materials according to a three-dimensional model. It has recently gained attention due to its environmental advantages, including reduced energy consumption and high material utilization rates. However, controlling defects such as melting issues and residual stress, which can occur during metal additive manufacturing, poses a challenge. The trial-and-error verification of these defects is both time-consuming and costly. Consequently, efforts have been made to develop phenomenological models that understand the influence of process variables on defects, and mechanical/ electrical/thermal properties of geometrically complex products. This paper introduces modeling techniques that can simulate the powder additive manufacturing process. The focus is on representative metal additive manufacturing processes such as Powder Bed Fusion (PBF), Direct Energy Deposition (DED), and Binder Jetting (BJ) method. To calculate thermal-stress history and the resulting deformations, modeling techniques based on Finite Element Method (FEM) are generally utilized. For simulating the movements and packing behavior of powders during powder classification, modeling techniques based on Discrete Element Method (DEM) are employed. Additionally, to simulate sintering and microstructural changes, techniques such as Monte Carlo (MC), Molecular Dynamics (MD), and Phase Field Modeling (PFM) are predominantly used.

자체 구동 롤러 컨베이어의 3차원 시뮬레이션 기반 제어 기법 개발 (Development of Control Method for Self-Driving Roller Conveyor Based on 3D Simulation)

  • 이석원;김병민;허헌
    • 문화기술의 융합
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    • 제10권3호
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    • pp.861-864
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    • 2024
  • 모터로 다수의 롤러를 제어하여 대상 제품을 이송하는 자체 구동 롤러 컨베이어 시스템은 물류의 분기 및 합류, 대상 제품의 정렬 제어에 적합한 물류 시스템으로서 식품 제조 공정을 중심으로 활용도가 높아지고 있다. 본 논문에서는 유니티 소프트웨어를 활용하여 자체 구동 롤러 컨베이어 시스템의 3차원 그래픽 모델링 기반 시뮬레이션 환경을 구축하고, 대상 제품이 시간적으로 불규칙하게 공급되는 상황에서 시스템을 구성하는 롤러의 제어에 의해 일정한 간격을 유지하도록 정렬시킬 수 있는 기법을 제안하였다. 시뮬레이션 결과 대상 제품의 위치를 파악하는 센서데이터를 바탕으로 롤러를 구동하는 모터를 제어함으로써 제품의 효과적인 정렬이 가능함을 확인하였다.

Hybrid genetic-paired-permutation algorithm for improved VLSI placement

  • Ignatyev, Vladimir V.;Kovalev, Andrey V.;Spiridonov, Oleg B.;Kureychik, Viktor M.;Ignatyeva, Alexandra S.;Safronenkova, Irina B.
    • ETRI Journal
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    • 제43권2호
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    • pp.260-271
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    • 2021
  • This paper addresses Very large-scale integration (VLSI) placement optimization, which is important because of the rapid development of VLSI design technologies. The goal of this study is to develop a hybrid algorithm for VLSI placement. The proposed algorithm includes a sequential combination of a genetic algorithm and an evolutionary algorithm. It is commonly known that local search algorithms, such as random forest, hill climbing, and variable neighborhoods, can be effectively applied to NP-hard problem-solving. They provide improved solutions, which are obtained after a global search. The scientific novelty of this research is based on the development of systems, principles, and methods for creating a hybrid (combined) placement algorithm. The principal difference in the proposed algorithm is that it obtains a set of alternative solutions in parallel and then selects the best one. Nonstandard genetic operators, based on problem knowledge, are used in the proposed algorithm. An investigational study shows an objective-function improvement of 13%. The time complexity of the hybrid placement algorithm is O(N2).

Advanced Tools for Modeling, Design and Optimization of Wind Turbine Systems

  • Iov Florin;Hansen Anca Daniela;Jauch Clemens;Sorensen Poul;Blaabjerg Frede
    • Journal of Power Electronics
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    • 제5권2호
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    • pp.83-98
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    • 2005
  • As wind turbine technology and control has advanced over the last decade, this has led to a high penetration of wind turbines into the power system. Whether it be for a large wind turbine or an offshore wind farm with hundreds of MW power capacity, the electrical system has become more and more important in controlling the interaction between the mechanical system of the wind turbine and the main power system. The presence of power electronics in wind turbines improves their controllability with respect not only to its mechanical loads but also to its power quality. This paper presents an overview of a developed simulation platform for the modeling, design and optimization of wind turbines. The ability to simulate the dynamic behavior of wind turbines and the wind turbine grid interaction using four simulation tools (Matlab, Saber, DIgSILENT and HAWC) is investigated, improved and extended.

특징형상 위치 결정을 위한 형상 구속조건의 이용 (Using Geometric Constraints for Feature Positioning)

  • Kim, S.H.;Lee, K.W.
    • 한국정밀공학회지
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    • 제13권9호
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    • pp.84-93
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    • 1996
  • This paper describes the development of new feature positioning method which embedded into the top-down assembly modeling system supporting conceptual design. In this work, the user provides the geometric constraints representing the position and size of features, then the system calculates their proper solution. The use of geometric constraints which are easy to understand intuitively enables the user to represent his design intents about geometric shapes, and enables the system to propagate the changes automatically when some editing occurs. To find the proper solution of given constraints, the Selective Solving Method in which the redundant or conflict equations are detected and discarded is devised. The validity of feature shapes satisfying the constraints can be maintained by this technique, and under or over constrained user-defined constraints can also be estimated. The problems such as getting the initial guess, controlling the multiple solutions, and dealing with objects of rotational symmetry are also resolved. Through this work, the feature based modeling system can support more general and convenient modeling method, and keeps the model being valid during modifying models.

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선박용 유압 조타 시스템의 구조적 안전성 평가 (Structural Safety Evaluation of Hydraulic Steering System for Ship)

  • 이문희;손인수;양창근
    • 한국산업융합학회 논문집
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    • 제23권4_2호
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    • pp.661-667
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    • 2020
  • The optimal shape modeling of core parts through 3D modeling and structural analysis for the development of small and medium-sized ships. The goal is to improve the efficient structure of the hydraulic system for controlling the rudder among the core steering parts in small and medium-sized ships. Through 3D modeling and structural analysis, a new concept of tiller parts and a double-acting hydraulic cylinder control system were proposed and operational structural stability was evaluated. Structural analysis of the three different tiller designs that can be replaceable onto existing fishing vessels was conducted to derive the final shapes. The emphasis was placed on evaluating the structural stability of the key drive components, the tiller, pin, and cylinder rodin the maximum torque condition of the hydraulic cylinder.

Step-Feed 공정에서의 생물학적 질소제거 Modeling (Modeling for Biological Nitrogen Removal in Step-Feed Process)

  • 이병대
    • 한국응용과학기술학회지
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    • 제22권1호
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    • pp.62-70
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    • 2005
  • Step-feed process for biological nitrogen removal were analyzed numerically for the each unit and final total nitrogen(TN) effluent by water quality management(WQM) model and the results were compared data from these wastewater treatment plants. No bugs and logic error were occurred during simulation work. All of the simulation results tried to two times were obtained and both results were almost same as this model has become good reappearance. It was concluded that most of nitrogen removal occurred in the first oxic tank. Thus the controlling of the first anoxic tank may be more important in term of nitrogen removal. Also each unit of simulation result was kept good relationship with that of measured data. Accordingly this WQM model has good reliance. Finally, WQM model can predict final TN effluent within ${\pm}6.0mg/{\ell}$.

In Search of Models in Speech Communication Research

  • Hiroya, Fujisaki
    • 말소리와 음성과학
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    • 제1권1호
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    • pp.9-22
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    • 2009
  • This paper first presents the author's personal view on the importance of modeling in scientific research in general, and then describes two of his works toward modeling certain aspects of human speech communication. The first work is concerned with the physiological and physical mechanisms of controlling the voice fundamental frequency of speech, which is an important parameter for expressing information on tone, accent, and intonation. The second work is concerned with the cognitive processes involved in a discrimination test of speech stimuli, which gives rise to the phenomenon of so-called categorical perception. They are meant to illustrate the power of models based on deep understanding and precise formulation of the functions of the mechanisms/processes that underlie observed phenomena. Finally, it also presents the author's view on some models that are yet to be developed.

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두꺼운 꼬리 분포를 이용한 수정된 인터넷 트래픽 모델 (A Strategy of Adjusted Internet Traffic Modeling using Heavy-Tailed Distributions)

  • 지선수
    • 한국산업정보학회논문지
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    • 제12권3호
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    • pp.10-18
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    • 2007
  • 인터넷의 사용자가 증가함에 따라 사용자의 인터넷 작업부하 유형을 파악하고 이를 수리적으로 표현하여 웹사이트에서 송수신되는 트래픽의 형태를 모델링하는데 적합한 통계적 분포를 제시할 필요가 있다. 독립적이고 불규칙적인 트래픽 추세를 고려할 때 어떤 t 시점에서 임의의 외부적 개입이 주어질 경우 파레토 분포를 이용한 수정된 모델을 가지고 트래픽 발생에 어느 정도 영향을 주는지를 알아본다.

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PSCAD/EMTDC를 이용한 계통연계형 태양광발전시스템의 모델링 (PSCAD/EMTDC Based Modeling of a Grid-Connected Photovoltaic Generation System)

  • 김슬기;전진흥;김응상
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2004년도 추계학술대회 논문집 전력기술부문
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    • pp.204-207
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    • 2004
  • The paper proposes a simulation model of grid-connected photovoltaic generation system (PV system) using on PSCAD/EMTDC, a reliable power system and apparatus transient analysis program. A equivalent circuit model of a solar cell is used for modeling solar array. A series of parameters required for array modeling are deduced from general specification data of a solar module. A PWM voltage source inverter (VSI) model is presented and current control scheme is implemented for VSI control. A maximum power point tracking (MPPT) technique is applied for controlling the PV system. Simulation case study provides V-I and V-P characteristics of solar array and PV system control performance for irradiation changes.

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