• 제목/요약/키워드: CAE based optimization

검색결과 58건 처리시간 0.025초

위상최적설계와 형상최적설계를 이용한 크레인의 경량설계 (Lightweight Crane Design by Using Topology and Shape Optimization)

  • 김영철;홍정기;장강원
    • 대한기계학회논문집A
    • /
    • 제35권7호
    • /
    • pp.821-826
    • /
    • 2011
  • CAE 기반 구조최적설계법인 위상최적설계와 형상최적설계를 크레인의 경량화에 적용하였다. 붐은 단면 형상을 설계 변수로 변화시키면서 질량의 최소화를 최적설계의 목적함수로 하고 붐의 정적강도와 동적강성이 초기 모델의 성능에 비해서 저하되지 않아야 한다는 제한조건을 설정하였다. 구조해석 및 최적설계는 상용소프트웨어인 Hyperworks를 이용하여 수행하였으며 붐의 단면 형상의 변형에 따르는 요소망의 변동은 모핑 기능을 사용하여 수치 안정성을 확보하였다. 붐의 지지부는 초기 모델을 단순화시킨 설계 영역을 설정하고 이를 삼차원 솔리드 요소로 이산화한 후 위상최적설계를 수행하였다. 최적설계 결과 시스템의 전체 동적, 정적 강성을 저하시키지 않은 채로 붐은 19%, 지지부는 17% 경량화시킬 수 있었다.

경량화를 위한 RBFr 메타모델 기반 A-필러와 패키지 트레이의 소재 선정 최적화 (Material Selection Optimization of A-Pillar and Package Tray Using RBFr Metamodel for Minimizing Weight)

  • 진성완;박도현;이갑성;김창원;양희원;김대승;최동훈
    • 한국자동차공학회논문집
    • /
    • 제21권5호
    • /
    • pp.8-14
    • /
    • 2013
  • In this study, we propose the method of optimally selecting material of front pillar (A-pillar) and package tray for minimizing weight while satisfying vehicle requirements on static stiffness and dynamic stiffness. First, we formulate a material selection optimization problem. Next, we establish the CAE procedure of evaluating static stiffness and dynamic stiffness. Then, to enhance the efficiency of design work, we integrate and automate the established CAE procedure using a commercial process integration and design optimization (PIDO) tool, PIAnO. For effective optimization, we adopt the approach of metamodel based approximate optimization. As a sampling method, an orthogonal array (OA) is used for selecting sampling points. The response values are evaluated at the sampling points and then these response values are used to generate a metamodel of each response using the radial basis function regression (RBFr). Using the RBFr models, optimization is carried out an evolutionary algorithm that can handle discrete design variables. Material optimization result reveals that the weight is reduced by 49.8% while satisfying all the design constraints.

CAE 기반 바이패스 밸브 기본설계에 대한 연구 (A study on the basic design of bypass valve using CAE technology)

  • 오재원;민천홍;조수길;박상현;강관구;김성순;홍섭;김형우
    • Journal of Advanced Marine Engineering and Technology
    • /
    • 제40권7호
    • /
    • pp.663-670
    • /
    • 2016
  • 본 논문은 심해저 채광시스템 중 심해저 광물자원의 안전한 양광을 위한 바이패스 밸브의 개념 소개 및 CAE 기반의 바이패스 밸브 요소 설계 기술을 고찰하고 있다. 바이패스 밸브는 다른 해양의 기자재와 같이 고장예방과 안정성 확보를 위해 간단한 구조로 제안되었으나, 유체, 구조, 동적 거동 등의 다양한 영향으로 인해 설계는 복잡하고 어렵다. 설계가 복잡한 바이패스 밸브를 개발하기 위해서 본 연구에서는 CAE 기반 설계 기술을 활용하였다. CAE 기반 설계 기술은 설계, 설계검증, 가상의 실험 등을 한 번에 할 수 있어 바이패스 밸브와 같이 복잡한 설계 문제 해결에 효과적이다. 특히, 바이패스 밸브에 사용되는 스프링은 밸브 특성에서 가장 중요한 응답 성능에 관련된 부품으로 유체력, 동역학을 이용한 CAE 기반 설계 기술을 적용하는 것이 효율적이며, 이를 위해 각 학제들을 연동한 통합설계 모델을 개발하였다. 이러한 통합설계 모델을 바탕으로 바이패스 밸브의 설계 및 설계에 대한 검증을 수행하였으며, 이러한 일련의 과정을 통하여 바이패스 밸브를 개발하였다.

구조역학적 성능을 고려한 마이크로 열변형 액추에이터의 최적설계 (Design Optimization of Micro Thermal Actuator Considering Structural Performance)

  • 황경호;이종수
    • 정보저장시스템학회논문집
    • /
    • 제4권1호
    • /
    • pp.6-12
    • /
    • 2008
  • The paper deals with the numerical analysis and design optimization of polysilicon micro thermal flexure actuator. The deflection of a thermal actuator is implicitly related to the actuation time so that such deflection is to be maximized under the consideration of structural performances such as maximum stress and natural frequencies. At first, the structural formulation of a thermal actuator is reviewed, and its CAE based simulation is performed to verify the numerical model. A parametric study is then conducted to identify the mainly effective design variables. Finally, the design of a micro thermal actuator is explored in the context of deterministic optimization and reliability based design optimization in the present study.

  • PDF

캐드 기반 범용 최적설계 시스템 개발 및 피로수명을 위한 구조형상최적설계에의 응용 (Development of a CAD-based General Purpose Optimal Design and Its Application to Structural Shape for Fatigue Life)

  • 곽병만;유용균
    • 대한기계학회:학술대회논문집
    • /
    • 대한기계학회 2003년도 추계학술대회
    • /
    • pp.1340-1345
    • /
    • 2003
  • In this paper, an integrated optimal design software system for structural components has been developed which interfaces existing commercial codes for CAD, CAE and Optimization. They include specialized optimal design software codes such as iSIGHT and VisualDOC, optimization module imbedded in CAD software developed by CAD developers, and optimal design software systems based on API of commercial CAD software. The advantages of the CAD imbedded optimal design approach and those of specialized optimal design software are taken to develop the system. The user defines optimal design formulation in the user interface for problem definition in the CAD control stage, where design variables are directly selectable from the CAD model and various properties and performance functions defined. The commercial CAD codes, Open I-DEAS are used for the development. The resulting software is minimally connected to CAD and CAE systems while keeping maximum independence from each other. This assures flexibility and freedom for problem definition. Fatigue life optimization is taken as a nontrivial application area. As a specific example, the shape design of a knuckle part of an automobile is performed, where the minimum fatigue life over the material domain in terms of the number of cycles of a curb strike are maximized under the constraint of not exceeding the current mass. The fatigue life has been improved by four times of the initial life. The developed software is illustrated to maintain the advantages of existing optimal design software systems while improving independency and flexibility.

  • PDF

크리깅을 이용한 전자오븐 윈도우 부품용 사출금형의 최적설계 (Optimization of an Electric Microwave Oven Window Using the Kriging Based Approximation Model)

  • 류미라;김영희;이권희;박흥식
    • 대한기계학회:학술대회논문집
    • /
    • 대한기계학회 2004년도 추계학술대회
    • /
    • pp.864-869
    • /
    • 2004
  • It is net easy to predict the shrinkage rate of a plastic injection mold in its design process. The shrinkage rate should be considered as one of the important performances to produce the reliable products. The shrinkage rate can be determined by suing the CAE tools in the design produces. However, since the analysis can take minutes to hours, the high computational costs of performing the analysis limit their use in design optimization. In this study, the surrogate models based on the DACE is used in lien of the original models, facilitating design optimization.

  • PDF

크리깅을 이용한 전자 오븐 윈도우 부품용 사출금형의 최적설계 (Optimization of an Electron Microwave Oven Window Injection Mold Using Kriging Based Approximation Model)

  • 류미라;이권희;김영희;박흥식
    • 한국정밀공학회지
    • /
    • 제22권7호
    • /
    • pp.177-184
    • /
    • 2005
  • Recently, the engineering designer of injection mould has become more and more dependent on the CAE. In the design factors of injection mould, the shrinkage rate should be considered as one of the important performances to produce the reliable products. therefore the shrinkage rate can be mostly calculated by the MoldFlow and Pro-engineering. in the design process. However it is not easy to predict the shrinkage rate of a plastic injection mold in its design process because the analysis can take minutes to hours, the high computational costs of performing the analysis limit their use in design optimization. In this study, the surrogate models, DACE model, based on the Kriging in order to optimize the shrinkage rate of electric microwave oven window is used in lieu of the original models, facilitating design optimization.

사출금형 설계 최적화를 위한 반응표면 분석법의 적용 (Application of Response Surface Method for Injection mold Design Optimization)

  • 류미라;이권희;김영희;박흥식
    • 한국정밀공학회:학술대회논문집
    • /
    • 한국정밀공학회 2004년도 추계학술대회 논문집
    • /
    • pp.223-226
    • /
    • 2004
  • It is net easy to predict the shrinkage rate of a plastic injection mold in its design process. The shrinkage rate should be considered as one of the important performances to produce the reliable products. The shrinkage rate can be determined by suing the CAE tools in the design produces. However, since the analysis can take minutes to hours, the high computational costs of performing the analysis limit their use in design optimization. In this study, the surrogate models based on the RSM is used in lien of the original models, facilitating design optimization.

  • PDF

Optimization of injection molding process for car fender in consideration of energy efficiency and product quality

  • Park, Hong Seok;Nguyen, Trung Thanh
    • Journal of Computational Design and Engineering
    • /
    • 제1권4호
    • /
    • pp.256-265
    • /
    • 2014
  • Energy efficiency is an essential consideration in sustainable manufacturing. This study presents the car fender-based injection molding process optimization that aims to resolve the trade-off between energy consumption and product quality at the same time in which process parameters are optimized variables. The process is specially optimized by applying response surface methodology and using non-dominated sorting genetic algorithm II (NSGA II) in order to resolve multi-object optimization problems. To reduce computational cost and time in the problem-solving procedure, the combination of CAE-integration tools is employed. Based on the Pareto diagram, an appropriate solution is derived out to obtain optimal parameters. The optimization results show that the proposed approach can help effectively engineers in identifying optimal process parameters and achieving competitive advantages of energy consumption and product quality. In addition, the engineering analysis that can be employed to conduct holistic optimization of the injection molding process in order to increase energy efficiency and product quality was also mentioned in this paper.

TFT-LCD 모듈의 내충격성 향상을 위한 통합 CAE 시스템의 개발 (Development of Integrated CAE System for Mechanical Shock Proof Design of TFT-LCD Modules)

  • 서형원;문성인;구자춘;최재붕;김영진;최성식;이정권
    • 한국정밀공학회지
    • /
    • 제21권9호
    • /
    • pp.135-141
    • /
    • 2004
  • Anti-shock performance is one of the most important design specifications of TFT-LCD modules. Since they are adopted fur major display units of many mobile applications such as lap-top PCs, cellular phones, and palm pilots, they are able to accommodate and endure high level transient mechanical energy inputs. For the reasons, not only the LCD unit manufacturers but their customers like PC makers perform a series of strict impact/drop test on the units. Currently, designers are mostly relying on their own trial-error based experience for the anti-shock design. Thus those designs depending on only experience may result in disqualification from the drop/impact test during final product evaluation. Those shock failures of any new designs are prohibitive for both LCD and PC manufacturers. In order to avoid this problem, many designers are focusing on the development of computer-aided design tools that is directly connected to shock simulation capabilities and then shock-proof design cycle time could be significantly reduced. Development of an integrated CAE system for the shock-proof design is presented in this article. At every stages of the development of present work, practical industrial applicability and mass production feasibility are seriously considered and tested so that the system is to be used in the LCD design engineering field.