• 제목/요약/키워드: DOE(Design of Experiment)

검색결과 297건 처리시간 0.025초

극저온 가스와 MQL(minimum quantity lubrication)의 복합 분사를 위한 하이브리드 노즐 설계에 관한 전산유체역학 해석 (Analysis of computational fluid dynamics on design of nozzle for integrated cryogenic gas and MQL(minimum quantity lubrication))

  • 송기혁;신봉철;윤길상;하석재
    • Design & Manufacturing
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    • 제13권3호
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    • pp.41-47
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    • 2019
  • In conventional machining, the use of cutting fluid is essential to reduce cutting heat and to improve machining quality. However, to increase the performance of cutting fluids, various chemical components have been added. However, these chemical components during machining have a negative impact on the health of workers and cutting environment. In current machining, environment-friendly machining is conducted using MQL (minimum quantity lubrication) or cryogenic air spraying to minimize the harmful effects. In this study, the injection nozzle that can combined injecting minimum quantity lubrication(MQL) and cryogenic gas was designed and the shape optimization was performed by using computational fluid dynamics(CFD) and design of experiment(DOE). Performance verification was performed for the designed nozzle. The diameter of the sprayed fluid at a distance of 30 mm from the nozzle was analyzed to be 21 mm. It was also analyzed to lower the aerosol temperature to about 260~270K.

롤투롤 시스템에서 플렉시블 소재에 인가된 장력과 분사 높이가 액적 접촉각에 미치는 영향 (The Effect of Tension and Drop Height on Contact Angle of Droplet on Flexible Substrate in Roll-to-Roll Systems)

  • 김동국;이창우
    • 한국정밀공학회지
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    • 제34권3호
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    • pp.167-172
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    • 2017
  • This study proposes a method for identifying correlations between tension and drop height for sessile droplets in a roll-to-roll processing system. The effect of tension and drop height on the contact angle of a sessile droplet is presented. Design of experiment (DOE) methodology and statistical analysis are used to define a correlation between the process parameters. The contact angle is decreased while increasing tension and drop height. The influence of the tension is less significant on the contact angle compared with the effect of the drop height. However, tension should be considered as a major parameter because it is not easy to fix with roll eccentricity and compensating speed of the driven roll. The results of this study show that the effect of tension on the contact angle of a sessile droplet is more important than drop height because the drop height is fixed when the process systems are determined.

순차이송방식 GMP 공정에서 공정변수가 유리렌즈 성형성에 미치는 영향 (Effect of the Molding Conditions on Formability in Progressive Glass Molding Press)

  • 정태성;박규섭;김동식
    • 소성∙가공
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    • 제18권8호
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    • pp.633-639
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    • 2009
  • Remarkable progress had been made in both technology and production of optical elements including aspheric lens. In the past, precision optical glass lenses were produced through multiple processes such as grinding and polishing, but mass production of aspheric lenses requiring high accuracy and having complex profile was rather difficult. Against such a background, the high-precision optical GMP process was developed with an eye on mass production of precision optical glass pasts by molding press. This GMP process can produce with precision and good repeatability special form lenses such as for cameras, video cameras, aspheric lenses for optical items. In this study, Design Of Experiment(Taguchi method) was adopted to find a tendency of molding conditions that influence formability. Three main factors for molding conditions were selected based on pressure at pressing stage and temperature, pressure at cooling stage. Also, the DOE was carried out and the interference patterns were measured to evaluate the formability of GMP process. From the results, it was found that the cooling pressure is the most sensitive parameter for progressive GMP process.

HSDI 디젤엔진의 연소계 최적화 해석기술 개발 (Development of the Optimization Analysis Technology for the Combustion System of a HSDI Diesel Engine)

  • 이제형;이준규
    • 한국자동차공학회논문집
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    • 제14권1호
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    • pp.153-158
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    • 2006
  • To optimize the combustion system in a HSDI diesel engine, a new analysis technology was developed. The in-cylinder 3-D combustion analysis was carried out by the modified KIVA-3V, and the spray characteristics for the high pressure injection system were analyzed by HYDSIM. The combustion design parameters were optimized by coupling the KIVA-3V and the iSIGHT. The optimization procedure consists of 3 steps. The $1^{st}$ step is the sampling method by the Design of Experiment(DOE), the $2^{nd}$ step is the approximation using the Neural Network method, and the $3^{rd}$ step is the optimization using the Genetic Algorithm. The developed procedures have been approved as very effective and reliable, and the computational results agree well with the experimental data. The analysis results show that the optimized combustion system in a HSDI diesel engine is capable of reducing NOx and Soot emissions simultaneously keeping a same level of the fuel consumption(BSFC).

초소형 광디스크 드라이브용 VCM타입 엑추에이터 개선 (Development of Rotary VCM type Actuator for Small Form Factor Optical Disk Drive)

  • 우정현;김사웅;송명규;이동주;박노철;박영필
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2006년도 추계학술대회논문집
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    • pp.474-478
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    • 2006
  • It is becoming more significant to develop a rotary voice coil motor(VCM) type's actuator for small form factor (SFF) optical disk drive(ODD), as portables are getting more and more popularized nowadays. The actuator which is applicable to small-sized ODD with a compact flash(CF) II card size was developed and fabricated. The experimental results showed that the finite element(FE) model is different from the fabricated model. And so flexible mode frequencies did not satisfy specifications of small-sized ODD, and tuning. Tuning procedures were required to improve dynamic characteristics of the fabricated actuator through finite difference method(FDM). At first, design variables were extracted through parameter study and the tuned FE model was improved by design of experiment(DOE). Consequently, It was confirmed that the improved model was applicable to SFF ODD.

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이중 오리피스 연료 노즐 최적설계 (Optimum Design of Dual Orifice Fuel Nozzle)

  • 임오강;최은호;김성섭
    • 한국전산구조공학회논문집
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    • 제20권4호
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    • pp.407-416
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    • 2007
  • 가스터빈에서 연료 분무 노즐은 연소 특성에 영향을 미치는 중요한 부품이다. 스월 분무 장치를 설계하기 위하여 유량과 분무액적 평균 직경을 설계변수로 정하고 연료 분무 노즐의 최적화를 수행하였다. 설계변수는 이중 노즐의 실험값들을 비교하여 중요한 영향을 미치는 변수로 선정하였다. 민감도는 유량과 분무액적 평균 직경의 변화에 따른 값을 사용하였다. 이중 오리피스형 스월 분무장치의 형상 최적설계를 통하여 유량의 미립화를 높이도록 연구하였다. 최적설계를 위하여 실험 계획법을 이용하였으며, 영향을 적게 미치는 설계변수들은 설계대상에서 제외하였다. 분무 노즐의 분무액적 평균 직경을 사용한 결과는 Jasuja의 액적 평균 이론을 이용하여 도출된 결과와 유사함을 알 수 있었다. 연구 결과는 이중 오리피스형스월 분무장치와 이와 비슷한 종류의 노즐 최적화를 위한 특성을 파악하고 최적의 유량과 허용 공차를 제시하였다.

980MPa급 열연 후판재 버링 공정의 변수 최적화 연구 (Study on the Optimization of Parameters for Burring Process Using 980MPa Hot-rolled Thick Sheet Metal)

  • 김상훈;도두이퉁;박종규;김영석
    • 소성∙가공
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    • 제30권6호
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    • pp.291-300
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    • 2021
  • Currently, starting with electric vehicles, the application of ultra-high-strength steel sheets and light metals has expanded to improve mileage by reducing vehicle weight. At a time when internal combustion engine vehicles are rapidly changing to electric vehicles, the application of ultra-high-strength steel is expanding to satisfy both weight reductions and the performance safety of the chassis parts. There is an urgent need to improve the quality of parts without defects. It is particularly difficult to estimate the part formability through the finite element method (FEM) in the burring operation, so product design has been based on the hole expansion ratio (HER) and experience. In this study, design of experiment (DOE), analysis of variance (ANOVA), and regression analysis were combined to optimize the formability by adjusting the process variables affecting the burring formability of ultra-high-strength steel parts. The optimal variables were derived by analyzing the influence of variables and the correlation between the variables through FE analysis. Finally, the optimized process parameters were verified by comparing experiment with simulation. As for the main influence of each process variable, the initial hole diameter of the piercing process and the shape height of the preforming process had the greatest effects on burring formability, while the effect of a lower round of punching in the burring process was the least. Moreover, as the diameter of the initial hole increased, the thickness reduction rate in the burring part decreased, and the final burring height increased as the shape height during preforming increased.

10kW급 건물용 고체산화물연료전지(SOFC) 시스템 모델을 이용한 운전조건 최적화 연구 (Optimization of Operating Conditions for a 10 kW SOFC System)

  • 이율호;양찬욱;양충모;박상현;박성진
    • 한국수소및신에너지학회논문집
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    • 제27권1호
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    • pp.49-62
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    • 2016
  • In this study, a solid oxide fuel cell (SOFC) system model including balance of plant (BOP) for building electric power generation is developed to study the effect of operating conditions on the system efficiency and power output. SOFC system modeled in this study consists of three heat-exchangers, an external reformer, burner, and two blowers. A detailed computational cell model including internal reforming reaction is developed for a planer SOFC stack which is operated at intermediate temperature (IT). The BOP models including an external reformer, heat-exchangers, a burner, blowers, pipes are developed to predict the gas temperature, pressure drops and flow rate at every component in the system. The SOFC stack model and BOP models are integrate to estimate the effect of operating parameters on the performance of the system. In this study, the design of experiment (DOE) is used to compare the effects of fuel flow rate, air flow rate, air temperature, current density, and recycle ratio of anode off gas on the system efficiency and power output.

통계적 품질관리와 ISO 9000 시리즈와의 연결시스템 개발 (Developing the Linkage System Between Statistical Quality Control and ISO 9000 Series)

  • 김형준;오성균
    • 한국컴퓨터정보학회논문지
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    • 제3권4호
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    • pp.174-192
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    • 1998
  • 오늘날의 품질보증체제 하에서는 SQC와 동시에 ISO 9000 시리즈를 활용할 수 있는 컴퓨터 시스템이 절실히 요구되고 있다. 이는 SQC가 전문적인 통계적 지식을 필요로 하고 있기 때문에 사용상 매우 불편하여 실무단계에서 적용하기에는 한계점이 있다. 따라서 본 연구에서는 SQC와 ISO 9000 시리즈를 동시에 관리할 수 있으면서 또한 전문적인 통계적 지식이 없는 경우에도 이용할 수 있는 소프트웨어를 개발하고자 한다. 이를 위해 연구내용을 크게 ISO 9000 시스템과 SQC 시스템으로 나누되, ISO 시스템의 내용은 기본 시스템의 설계, 검사 및 시험, 부적합품 추적, 불량분석 등이며, SQC 시스템의 경우 품질관리에서 공통으로 많이 사용되는 관리도, 추.검정, 실험계획법으로 제한하였다. 본 연구의 기대효과는품질경영체제의 확립, 품질의식의 변화, 대 고객만족과 신뢰도 향상 등이며, 특히 제조업 중심의 중소기업에 유용하게 사용될 것이라고 기대된다.

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최적화 기법을 이용한 삼원촉매변환기의 열유동 경계조건의 동정 (Identification of Thermal Flow Boundary Conditions for Three-way Catalytic Converter Using Optimization Techniques)

  • 백석흠;최현진;김광홍;조석수
    • 한국산학기술학회논문지
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    • 제11권9호
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    • pp.3125-3134
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    • 2010
  • 한국에서 삼원촉매 내구성은 1988년에 5년/80,000 km 이지만 2002년 이후로 10년/120,000 km이 요구된다. 국내의 삼원촉매는 배출가스 정화효율이나 압력강하 등이 만족하지만 열적 내구성은 만족시키지 못하고 있다. 삼원촉매는 내부에서 높은 온도를 유지하지만 외부 표면에서는 낮은 온도를 유지한다. 본 연구는 열유동과 구조해석 및 다음과 같은 과정에 의해서 열적 내구성을 평가하였다. 열유동 매개변수 범위는 차량시험과 열유동 해석에 의해 결정하였다. 후면 촉매 온도에 대한 반응 표면은 열유동 매개변수에 대한 실험계획법을 이용해 구성되었다. 차량시험에서 후면 촉매 온도에 대한 열유동 매개변수는 만족도 함수에 의해 예측하였다. 삼원촉매의 온도분포는 예측된 열유동 매개변수에 대한 열유동 해석에 의해 평가하였다.