• 제목/요약/키워드: Surface response analysis

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반응표면법을 이용한 대형 L-type 자동화용접장치의 구조최적화 연구 (The structure Optimization Research of the Automation Welding Equipment of the Large L-type Using the Response Surface Method)

  • 장준호;정원지;이동선;정장식;정성호
    • 한국생산제조학회지
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    • 제22권1호
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    • pp.138-144
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    • 2013
  • The automation technology for overlay welding is needed due to the occurrence of severe corrosion and abrasion on the surface of internal contact in different shape of fittings. In Korea, different shapes of fittings have been manufactured by using the imported equipment of overlay welding automation at some companies. Thus the research on the development of overlay welding automation system (in short, OWAS) for a large L-type tube is urgently needed. In this paper, the investigation is focused on the optimal design of a supporting base for the (currently developing) OWAS of large L-type tube. Specifically we assume that the base which supports the equipment during the process of overlay welding is loaded as self-weight in the direction of gravity through static analysis especially when it is rotated 180 degree on the OWAS. For optimal design of a supporting base for OWAS of large L-type tube, Solidworks(R) (for 3-dimensional modelling) and ANASYS Workbench(R) (for structural analysis) are incorporated so as to proceed an optimization routines based on Response Surface Method (RSM) and Design of Experiment (DOE). In more specific, DOE finds out major factors (or dimensions) of the supporting base by using MINITAB(R). Then the regression equations between design variables (the major factors of supporting base) and response variables (deformation, stress and safety factor for the supporting base), which will be resulted in by RSM, verify the major factors of DOE. In the next step, Central Composite Design (CCD) plans 20 simulations of ANASYS Workbench(R) and then figures out the optimal values of design variables which will be reflected on the manufacturing of supporting base. Finally welding experiment is conducted to figure out the influence of overlay welding quality in applying the optimized design values of supporting base to the actual OWAS.

반응 표면 분석법을 활용한 자동차용 현가스프링 최적화 설계 (Optimal design of car suspension springs by using a response surface method)

  • 유동우;김도엽;신동규
    • EDISON SW 활용 경진대회 논문집
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    • 제5회(2016년)
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    • pp.246-255
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    • 2016
  • When spring of the suspension is exerted by an external load, a car should be designed to prevent predictable damages and designed for a ride comfort. We used experiments design to design VON-MISES STRESS and K, a constant, of spring of suspension which is installed in a car as a goal level. We analyzed the result from Edison's Elastic - Plastic Analysis SW(CSD_EPLAST) by setting D, d, n as external diameter of coil, internal diameter of coil, the number of total coil respectively. The experiment design let the outcome be as Full-second order by using Box-Behnken which is one of response surface methods. Experimented and analyzed results based on the established experiments design, We found out design parameter which has desired VON-MISES STRESS and the constant K. Additionally, we predicted life time of when the external load was exerted by repeated load by using fatigue equation, and verification of plastic deformation has also been made. Additionally we interpreted a model, which is formed by optimized design parameter, with linear analysis and non-linear analysis, at the same time we also analyzed plastic deformation with the values from the both models. Finally, we predicted fatigue life of optimized model by using fatigue estimation theory and also evaluated a ride comfort with oscillation analysis.

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파력에너지 변환을 위한 선형발전기의 최적 설계 방법 (An Optimal Design Method of a Linear Generator for Conversion of Wave Energy)

  • 김정윤;김병수
    • 한국전자통신학회논문지
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    • 제16권6호
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    • pp.1195-1204
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    • 2021
  • 본 논문에서는 반응 표면 분석을 이용하여 파력 발전기의 최적 설계 방법을 제안한다. 특히 제안한 방법에서는 파도의 수직 운동을 직접 전기 에너지로 변환하기 위한 선형 운동 가능한 선형발전기를 선택함으로써 기계적 손실을 줄인다. 따라서 에너지 변환 효율 향상을 위해 느린 파 상태에서도 구동 장치에 작용하는 여자력을 계산하고 슬롯과 극의 비율로 권선 과정을 결정한다. 또한 발전기의 성능에 중요한 영향을 미치는 고정자와 변환기의 형상 인자를 도출하기 위해 회귀분석을 사용한다. 반응 표면 분석을 통해 최적의 설계 변수를 선정하고, 분석 결과를 활용하여 효율적인 실험 설계를 위한 최적화 방법을 제시한다. 마지막으로, 모의 실험 결과를 통해 제안한 방법의 타당성을 검증한다.

기어 치형 설계 프로그램 개발에 관한 연구 (A Study on the Development of the Gear Profile Design Program)

  • 정성필;박태원
    • 한국정밀공학회지
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    • 제26권8호
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    • pp.104-111
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    • 2009
  • In this paper, the gear design program is presented. The profile of gears is created using classical mathematic formulations. In each gear, a kinematic joint is applied and one can define the 20 contact condition between gear pairs. Initial and boundary conditions such as force, torque, velocity, acceleration, etc. can be set. Thus, it is possible to analyze dynamic characteristics of gear pairs such as reaction moment and the variation of angular velocity. In order to find the optimal profile of gear pairs, two optimization methods based on design of experiments are inserted in the program; One is the Taguchi method and the other is the response surface analysis method. To verify the program, the rack & pinion gear is created and analyzed. Simulation results show that the developed program is useful and result data is reliable.

민감도기법과 RSM을 이용한 대용량 BLDC 전동기 영구자석의 형상 최적화 (A Magnet Pole Shape Optimization of a Large Scale BLDC Motor Using a RSM With Design Sensitivity Analysis)

  • 신판석;정현구;우성현
    • 전기학회논문지
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    • 제58권4호
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    • pp.735-741
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    • 2009
  • This paper presents an algorithm for the permanent magnet shape optimization of a large scale BLDC(Brushless DC) motor to minimize the cogging torque. A response surface method (RSM) using multiquadric radial basis function is employed to interpolate the objective function in design parameter space. In order to get a reasonable response surface with relatively small number of sampling data points, additional sampling points are added on the basis of design sensitivity analysis computed by using FEM. The algorithm has 2 stages: the first stage is to determine the PM arc angle, and the 2nd stage is to optimize the magnet pole shape. The developed algorithm is applied to a 5MW BLDC motor to get a minimum cogging torque. After 3 iterations with 4 design parameters, the cogging torque is reduced to 13.2% of the initial one.

레토르트용 연속 살균기의 개발 (Design of Continuous Sterilizer for Retort Pouch)

  • 박철재
    • 동력기계공학회지
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    • 제19권2호
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    • pp.57-63
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    • 2015
  • In this paper, we developed a continuous sterilizer in order to improve the productivity of the retort product. To this end, we design the sterilizer with a product inlet, outlet, and chain for continuously conveying the retort. The temperature analysis is performed to optimize the design parameters of the internal sterilizer. The experimental apparatus is developed to verify the productivity of the sterilizer based on the temperature analysis. The test is performed to optimize the evaluation parameters using Box-Behnken design method of a response surface methodology. From the test, the productivity of the continuous sterilizer is improved over 1,000 kg/h.

자동차용 실리콘 와이어 씰의 조립과정에 관한 변형해석 (Deformation Analysis on Assembly Process of Silicone Wire Seal for Automobile)

  • 김진광
    • 동력기계공학회지
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    • 제21권6호
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    • pp.86-93
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    • 2017
  • Silicone rubber wire seals are widely used in automotive connector systems for waterproofing and so on. The purpose of this paper is to predict and evaluate the sealing performance of wire seals using finite element analysis. The material properties of the rubber seals were determined by the curve fitting of uniaxial tensile test and equibiaxial tensile test data. The response surface method was used to determine the optimum shape of the wire seal. In order to verify the accuracy and reliability of the simulations on the deformation prediction of wire seals, experiments were also carried out.

축류펌프 안내 깃 최적화 설계를 위한 전산 유동해석 (CFD Analysis for Optimization of Guide Vane of Axial-Flow Pump)

  • 윤정의
    • 대한기계학회논문집B
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    • 제40권8호
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    • pp.519-525
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    • 2016
  • 펌프 성능 관점에서 바라보면 회전날개의 충격손실을 최소화하는 것은 매우 중요하다. 본 연구는 회전날개의 충격손실에 직접적으로 영향을 미치는 흡입 케이싱 내에 설치되는 안내깃의 형상 및 설치 각 변화가 축류 펌프의 성능에 미치는 효과를 수치 해석 방법을 통해 살펴보았다. 그리고 주어진 운전조건에서 흡입 케이싱 내에 설치되는 안내깃의 최적형상 및 설치 각을 최적화 기법을 사용하여 최적화하였다.

반응표면 분석법을 이용한 FRP 테이퍼 판 스프링의 최적설계 (Optimal Design of FRP Taper Spring Using Response Surface Analysis)

  • 오상진;이윤기;윤희석
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 1997년도 추계학술대회 논문집
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    • pp.676-679
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    • 1997
  • The present paper is concerned with the optimal deslgn that the static spring rate of the fiber-reinforcement composite spring is fitted to that of the steel leaf spring. The thickness and w~dth of springs were selected as deslgn variables. And object functions of the regression model were obtained through the analysis with a common analytic program. After regression coefficients were calculated to get functions of the regression model, optimal solutions were calculated with DOT. E-GlassIEpoxy and CarbonIEpoxy were used as fiber reinforcement materials in the design, which were compared and analyzed with the steel leaf spring. It was found that the static spring rate of the optimal model was almost similar to that of the existing spring.

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유한요소법과 반응표면법을 이용한 경량 맨홀 커버 구조 최적화 설계 (Structural Optimization of a Light-weight Manhole Cover Using FEM and Response Surface Method)

  • 이형욱
    • 한국생산제조학회지
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    • 제25권6호
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    • pp.462-470
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    • 2016
  • The locking load of a conventional manhole depends on the weight of its cover. Locking-type manhole structures with a special locking mechanism were recently developed to prevent accidents such as stolen cover, away cover from a frame. The weight of the manhole structure can be reduced under structural safety because the locking force of a locking-type manhole is greater than the weight of the cover. A light-weight manhole cover is developed in this study by using a finite element stress analysis and the design of experiments. Static stress analysis and fracture experiments are also conducted to analyze the states of the initial product. The optimum light-weight manhole cover considering manufacturing molds is developed and tested. Consequently, the weight was found to reduce by 16%. In addition, the fracture load increased by 38%.