• Title/Summary/Keyword: 강건 최적화

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Multiagent-based Autonomic Planning and Plan Execution (다중 에이전트 기반의 자율적 계획수립과 계획실행)

  • Lee, Seon-A;Hwang, Gyeong-Sun;Lee, Geon-Myeong
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2007.11a
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    • pp.407-410
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    • 2007
  • 자율컴퓨팅은 관리자나 사용자의 개입없이 시스템이나 서비스가 원활하게 동작되는 환경으로 구조조정, 최적화, 치료, 방어 등을 위한 여러가지 기술이 복합적으로 요구된다. 태스크를 자율적으로 완수하고 최적으로 수행하기위한 자율적 계획수립 및 계획실행은 자율컴퓨팅에서 필요한 요소기술이다. 이 논문에서는 목표의 실패없는 수행을 위한 여러 잠재적인 실행경로를 포함하는 강건한 계획수립과 다중 에이전트 구조를 이용하여 가용한 자원에 대한 전반적인 고려와 함께 실행시점의 상황을 반영하여 최적의 실행경로에 따라 계획을 실행하게 하는 방법을 제안한다.

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Optimization of Sheet Metal Forming Process Using Mahalanobis Taguchi System (마하라노비스 다구찌(Mahalanobis Taguchi) 시스템을 이용한 박판 성형 공정의 최적화)

  • Kim, Kyung-Mo
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.15 no.1
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    • pp.95-102
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    • 2016
  • Wrinkle, spring-back, and fracture are major defects frequently found in the sheet metal forming process, and the reduction of such defects is difficult as they are affected by uncontrollable factors, such as variations in properties of the incoming material and process parameters. Without any countermeasures against these issues, attempts to reduce defects through optimal design methods often lead to failure. In this research, a new multi-attribute robust design methodology, based on the Mahalanobis Taguchi System (MTS), is presented for reducing the possibilities of wrinkle, spring-back, and fracture. MTS performs experimentation, based on the orthogonal array under various noise conditions, uses the SN ratio of the Mahalanobis distance as a performance metric. The proposed method is illustrated through a robust design of the sheet metal forming process of a cross member of automotive body.

Robust Optimization Design of Overhead Crane with Constraint using the Characteristic Functions (특성함수를 이용한 제한조건이 있는 천장크레인의 강건최적설계)

  • 홍도관;최석창;안찬우
    • Journal of the Korean Society for Precision Engineering
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    • v.21 no.2
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    • pp.160-167
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    • 2004
  • The correlation between the object function and the design parameter is shown on this paper by using the characteristic function for the mixed result of the structural analysis, the buckling analysis and the table of orthogonal array according to the original overhead crane's dimensional change. About the above two functions, the effectiveness of design change according to the change of design parameters could be estimated. Also, the overhead crane's weight is reduced up to 10.55 percent maintaining the structural stability according to the thickness of plate.

Optimization of Swirl Ratio of Intake Port in 11L LPLi Engine (11L급 LPLi방식 대형엔진의 흡기스월비 최적화 연구)

  • 이진욱;강건용;민경덕
    • Transactions of the Korean Society of Automotive Engineers
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    • v.11 no.3
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    • pp.99-105
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    • 2003
  • The configuration of intake port is a dominant factor of inlet air flow and mixture formation in an engine. In this study, as an available technology to optimum intake port, the flow box system using resine has been applied. So we presents a methodology for estimating inlet flow characteristics in this paper. This quantified experimental result shows good agreements with visualization data in a cylinder. We obtained the optimal value of swirl ratio and flow coefficient under steady flow rig test for new development of intake port for heavy-duty engine. From this results, the cylinder heat with a good evaluated swirl flow characteristics was developed and adapted for a 11L heavy-duty engine using the liquid phase LPG injection (LPLi) system. This .research expects to clarify major factor that make the intake port efficiently.

Augmented Weighted Tchebycheff Modeling and Robust Design Optimization on a Drug Development Process (의약품개발공정에서의 Augmented weighted Tchebycheff 모델링 및 강건설계최적화)

  • Ho, Le Tuan;Shin, Sangmun
    • Journal of Korean Institute of Industrial Engineers
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    • v.39 no.5
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    • pp.403-411
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    • 2013
  • The quality of the products/processes has been improved remarkably since robust design (RD) methodology is applied into the practice manufacturing processes. A model building method based on the dual responses methods for multiple and time oriented responses on a drug development process is employed in this paper instead of the previous methods that handle the static nature of data and single response. Subsequently, the optimal solutions of a multiple and time series RD problem are obtained by using the proposed augmented weighted Tchebycheff method that has a significant flexibility on assigning weights. Finally, a pharmaceutical case study associated with a generic drug development process is conducted in order to illustrate the efficient optimal solutions from the proposed model.

생산공정의 불확실성을 고려한 적층판 결합공정의 최적설계

  • Choe, Ju-Ho;Lee, U-Hyeok;Park, Jeong-Jin
    • Proceedings of the Korean Society Of Semiconductor Equipment Technology
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    • 2006.10a
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    • pp.35-38
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    • 2006
  • 디스플레이 산업에 이용되는 적층판(layered plates)의 결합공정 중 냉각공정에서 열팽창계수의 차이로 인해 잔류응력이 발생하고 심하면 적층판에 크랙(crack)이 발생한다. 본 연구에서는 적층판의 결합공정을 대상으로 현상을 분석하고 이 과정을 시뮬레이션하는 해석 프로그램을 개발하였다. 또한 이를 토대로 향후의 새로운 제품에 대해서도 크랙과 같은 문제점을 최소화 할 수 있는 신뢰성 있는 공정 셋업을 제시하기 위해 차원감소법(dimension reduction method)과 근사화 방법인 반응표면법(response surface method), 순차적 근사최적화 기법(Sequential Approximate Optimization, SAO)을 이용하여 신뢰성기반의 강건최적설계를 하였다.

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Dynamic Analysis and Optimum Design of Suspensions for Information Storage Devices (정보저장기기 서스펜션의 동특성 해석 및 최적설계)

  • Kim, Yunsik;Lee, Jongsoo
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2002.11a
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    • pp.359.2-359
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    • 2002
  • To satisfy operation condition in information storage device, the suspension shape is very important since it correlates to dynamic characteristics. Therefore, it is necessary to analyze the dynamic characteristics by using finite element analysis, shape optimization. The suspension has various modes according to different kinds of frequency bandwidth. Sway mode and second torsion mode are especially critical among them. (omitted)

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Optimization of injection molding to minimize sink index with Taguchi's Robust Design technique (다구찌의 강건설계 기법을 이용한 사출 성형품의 싱크 마크를 최소화하기 위한 사출성형 조건의 최적화)

  • Kwon, Youn Suk;Jeong, Yeong Deug
    • Design & Manufacturing
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    • v.1 no.1
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    • pp.17-21
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    • 2007
  • In the manufacture and processing of large plastic materials, product quality is tested and verified through several techniques such as injection processing, residual stress through injection molding and shrinkage. With regards to the injection molding process, common problems such as inconsistent density is seen when different points of the product are discovered to have varying thickness levels. Sink marks in product are then evident. This occurs when there is poor molding conditions caused about by poor runner and packaging systems incorporated into the process. We designed the runner system which is possible balanced filling to cavities using CAE program $Moldflow^{TM}$ and then obtained optimal processing conditions by Taguchi's Robust Design technique.

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Optimization of Sheet Metal Forming Process by using Decision-Making Theory (의사결정이론을 이용한 박판성형공정의 최적화)

  • Kim, Kyung-Mo;Yin, Jeong-Je
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.11 no.2
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    • pp.125-136
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    • 2012
  • Wrinkle and fracture are two major defects frequently found in the sheet metal forming process. In this process there are more than one design attributes to optimize and several uncontrollable factors which cannot be ignored in determining the optimal values of design variables. Therefore, attempts to reduce defects through a traditional optimization technique are often led to failures. In this research, a new design method for reducing the wrinkle and fracture under uncontrollable factors is presented by using decision-making theory. To avoid the psychological difficulties in determining the scaling constants of the multi-attribute utility function by using the ordinary lottery questions, a pair-wise comparison procedure is adapted to avoid this problem. The effectiveness of the proposed method is illustrated through a robust design of sheet metal forming process of a side member of an automotive body.

Fault-tolerant Analog Circuit Design using Average and Worst Case Analysis Evolutionary Strategy (평균 및 최악 분석 진화전략을 이용한 소자 값 변경에 강건한 아날로그 회로 자동 설계)

  • Park, Hyun-Soo;Park, A-Rum;Kim, Kyung-Joong
    • Proceedings of the Korean Information Science Society Conference
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    • 2012.06b
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    • pp.372-374
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    • 2012
  • 아날로그 회로는 가장 기본적인 전기/전자 회로로써 현재도 높은 중요도를 가지고 있지만, 설계를 위해서는 전문적인 지식이나 기술이 반드시 필요하다. 그래서, 아날로그 회로를 설계하기 위해 진화 연산을 이용한 기법이 연구되어 왔다. 진화연산은 최적화 문제를 해결하는 한 방법으로써 다양한 문제에 적용 가능하다. 하지만, 많은 경우 매우 오랜 시간이 걸려 재현이 어렵고 계산비용이 많이 요구되어왔다. 하지만, 최근 들어 진화전략을 이용하여 작은 집단 크기로 아날로그 회로를 진화시킬 수 있는 방법이 제안되었다. 본 연구에서는 진화전략을 이용한 방법에 기반하여, 내고장성을 가진 회로를 설계하는 기법을 제안하고, 실험을 통하여 기본 진화전략 알고리즘과 비교한다. 그 결과, 제안한 방법을 통해 생성한 회로는 기본 알고리즘을 사용했을 때 보다 고장으로 인해 소자의 값이 변경되었을 때 성능하락이 더 적었다.