• 제목/요약/키워드: SMD Standard deviation

검색결과 8건 처리시간 0.026초

정전분무모드에 관한 액적특성의 실험적 연구 (Experimental Study of Droplet Characteristics Related to Electrospray Mode)

  • 김지엽;이도현;조주형;홍정구
    • 한국분무공학회지
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    • 제27권1호
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    • pp.26-35
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    • 2022
  • Electrospray is a method of atomizing fluid using high voltage supply and capable of generating continuous flow and coherent size of droplets. Electrical system and properties of fluids has enabled electrospray to have various spray modes. However, its studies have been confined only in Cone jet, which is more stable and easier to manipulate droplets' size than other spraying modes. Therefore, it is necessary to investigate and compare other spraying modes based on experimental parameters and physical properties of fluids. This research paper identified nine different spray modes. It was found out that Sauter Mean Diameter (SMD) is proportional to flow rate of fluids and maximum difference among spray modes was 1.7 times. On the other hand, SMD standard deviation had low variations on specific flow rates of fluids. Pulsed jet mode recorded the largest SMD standard deviation, while Spindle recorded the lowest.

충돌각과 혼합비 변화에 따른 충돌형 분사기의 분무특성에 관한 연구 (Spray Characteristics on Impingement Angle Variation and Mixture ratio of Impinging Injectors)

  • 강신재;송범근;송기정;이정규
    • 한국항공우주학회지
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    • 제31권5호
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    • pp.72-79
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    • 2003
  • 본 실험에서는 충돌형 F-O-O-F 형태인 분사기의 충돌각을 15, 20, 그리고 30도로 변화시켰으며, 혼합비(O/F 비)는 1.5부터 3.0까지 증가시키면서 분무특성을 살펴보았다. 실험결과, 분무의 가시화를 통해서 혼합비는 확산각에 큰 영향을 주지 않지만 수밀도에는 영향을 끼쳤으며, 충돌각과 환산각 사이에는 충돌각이 증가할수록 확산각이 증가하는 선형적인 실험 관계식이 있음을 알 수 있었고, 충돌각이 증가함에 따라 분무폭은 커지며. 액적들의 속도 분포와 표준편차, 그리고 SMD는 작아짐을 알 수 있었다. 또한, 액적의 크기분포를 살펴본 결과 Rosin-Rammler와 Upper-Limit 분포함수와 잘 일치하고 있음을 확인 할 수 있었다.

데이터 분포특성을 이용한 다목적함수 최적화 알고리즘 개발 (Development of a Multiobjective Optimization Algorithm Using Data Distribution Characteristics)

  • 황인진;박경진
    • 대한기계학회논문집A
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    • 제34권12호
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    • pp.1793-1803
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    • 2010
  • 가중치법이나 목표계획법을 이용하여 다목적함수 최적화를 수행할 때 설계자는 각 함수에 적절한 가중치나 목표값을 설정해 주어야 한다. 하지만 파라미터를 잘못 설정하게 되면 파레토 최적해를 얻지못하기 때문에 이는 설계자에게 큰 부담이 된다. 최근에 데이터의 분포특성만을 이용하여 데이터의 평균과 함수 사이의 거리를 표현하는 마하라노비스 거리(MD)를 최소화하는 MTS기법이 개발되었다. 이 방법은 파라미터를 설정하지 않아도 되는 장점이 있지만 최적해가 참고데이터의 평균으로 수렴하는 단점이 있다. 따라서 본 연구에서는 방향성이 없는 기존의 MD에 방향성을 부여한 새로운 거리 척도인 SMD를 제안하였다. 그리고 SMD법이 계산과정에서 각 함수의 가중치를 자동으로 반영하고 평균에서 가장 멀리 위치한 한 점을 항상 파레토 최적해로 제공한다는 것을 2개의 단순예제를 통해 검증하였다.

Effect of Enzyme Treatment on Silage Quality : Meta-analysis

  • Cho, Sangbuem;Yeom, Sanghoon;Kim, Namhyung;Li, Dohyeong;Lee, Jaehoon;Lee, Sang Moo;Lee, Ji Hong;Shin, Su-Jin;Kim, Mi-So;Choi, Nag-Jin
    • 한국초지조사료학회지
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    • 제36권3호
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    • pp.248-256
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    • 2016
  • The present study investigated the effect of enzyme inclusion on silage quality using meta-analysis tool. A total of 16 research papers reporting the effect of enzyme application on silage quality were employed in the meta-analysis of this study. Mixed model for integrating quantitative results from multiple studies was used first to calculate the predicted error of each study. Individual error from the estimated model was the applied into standard deviation of each study to calculate the mean difference. Finally, summary effect was determined using standard mean difference (SMD) and inversed variance weighting. Mixed model analysis and SMD analysis showed the same effect patterns in all analysis items. Enzyme inclusion in silage significantly (p < 0.05) altered all silage quality characteristics investigated compared to control when enzyme was not included. Our results showed that enzyme treatment increased dry matter content, preserved crude protein effectively, and elevated water soluble carbohydrate content. However, the pH value, acetic acid, propionic acid, neutral detergent fiber, and acid detergent fiber contents in silage with enzyme inclusion were lower than those of the control.

Twin Spray Characteristics Between Two Impinging F-O-O-F Type Injectors

  • Kang, Shin-Jae;Lee, Eun-Sang;Kwon, Ki-Chul;Oh, Je-Ha;Yu, Myoung-Jong
    • Journal of Mechanical Science and Technology
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    • 제16권5호
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    • pp.732-742
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    • 2002
  • This paper presents twin spray characteristics of two impinging F-O-O-F type injectors in which fuel and oxidizer impinge on each other to atomize under the various conditions. The droplet size and velocity in the impinging spray flow field were measured using PDPA. The droplet size and velocity were investigated at the mixture ratios of 1.5, 2.0, 2.47 and 3.0 for four injectors in which two single F-O-O-F injectors were arranged at the intervals of 20.8, 31.2, 41.6 and 62.4mm respectively. In general, the arithmetic mean diameter, SMD and standard deviation of droplet size in the interaction area (X=0 and Y=0mm) were smaller, while the axial velocity in the interaction area was slightly higher. An empirical correlation is obtained for the (D$\_$10/)$\_$D//(D$\_$10/)$\_$c/ value under the assumptions of two identical droplets and these with different size and velocity. The droplets with low Weber numbers below 40 have possibility to coalesce, while those over 40 tend to disintegrate after impingement in the interaction area.

충돌형 F-O-O-F 인젝터의 이중분무 중첩영역에서의 분무특성에 관한 연구 (Spray Characteristics in the cross region of twin spray between impinging F-O-O-F type injectors)

  • 권기철;이은상;강신재;노병준
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2001년도 추계학술대회논문집B
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    • pp.758-763
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    • 2001
  • This paper presents twin spray characteristics of two impinging F-O-O-F type injectors in which fuel and oxidizer impinge on each other to atomize under the various conditions. The droplet size and velocity in the impinging spray flow field were measured using a PDPA. The droplet size and velocity were investigated at mixture ratios of 1.5, 2.0, 2.47 and 3.0 for four injectors in which two single F-O-O-F injectors were arranged at intervals of 20.8, 31.2, 41.6 and 62.4mm respectively. In general, the arithmetic mean diameter, SMD and standard deviation of droplet size in the interaction area (X=0 and Y=0mm) were smaller. The axial velocity in the interaction area was slightly higher. Considering the behavior of impinged droplets using the We number calculated by using the axial velocity instead of the relative velocity in line C in Fig. 1(b) for four injectors, it is consumed that the We number over 500 had the possibility to disintegrate, and the We number below 500 had it to cohere after impingement of twin spray. The results of this study can be used for the design of a nozzle for liquid propellant rockets.

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메타분석을 통한 심리적 스트레스와 해마용적 간의 관계 (Relationship between psychological stress and hippocampus volume through meta-analysis)

  • 조민경;홍창희
    • 한국산학기술학회논문지
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    • 제19권12호
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    • pp.227-236
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    • 2018
  • 본 연구는 심리적 스트레스 경험과 해마 용적의 차이를 체계적이고 종합적으로 검증하기 위해 메타분석을 실시하였다. 메타분석을 위해 1990년도에서 2016년도까지 출판된 국외 문헌들 중 스트레스를 경험한 개인의 해마 용적을 측정한 연구들을 대상으로, PRISMA에 따라 스트레스 경험 집단과 정상 집단 간의 해마 용적 차이를 확인하였다. MRI를 사용하여 해마용적의 평균, 표준편차, 사례수가 제시된 연구들이 분석에 사용되었고, 13편의 연구(스트레스 경험 374명, 정상 대상자 439명)가 최종 선별되었다. 스트레스원의 유형에 따라서는, 전쟁관련 연구 8편, 개인적 외상사건 관련 연구 5편으로 나눌 수 있다. 전체 메타분석에서 효과크기는 -0.70(-1.04; -0.37)이었고, 스트레스원으로 나누어 분석하였을 때, 전쟁 관련 하위집단에서의 효과크기는 -0.47(-0.78; -0.16), 개인적 외상사건 관련 하위집단에서의 효과크기는 -0.91(-1.57; -0.26)으로 나타났다. 분석 결과, 스트레스의 경험과 해마 용적 간의 유의한 부적 상관이 확인되었다. 만성적인 스트레스 요인과 그로 인한 환자 집단들의 해마 용적은 각 연구 간 이질성이 높은 편이었지만, 3개의 연구를 제외하고 모두 해마 용적이 통제집단에 비해 작게 나타났다.

Standardization of the Important Test Parameters in the Solder Ball Shear Test for Evaluation of the Mechanical Joint Strength

  • Kim J. W.;Koo J. M.;Lee W. B.;Moon W. C.;Moon J. H.;Yeon Y. M.;Shur C. C.;Jung S. B.
    • International Journal of Korean Welding Society
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    • 제5권1호
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    • pp.15-28
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    • 2005
  • The ball shear test was investigated in terms of the effects of test parameters, i.e., shear height and shear speed, with an experimental and non-linear finite element analysis for evaluating the solder joint integrity of area array packages. Two representative Pb-free solder compositions were examined in this work: Sn-3.5Ag-0.75Cu and In-48Sn. The substrate was a common SMD type with solder bond pad openings of 460 $\mu$m in diameter. The microstructural investigations were carried out using SEM, and the IMCs were identified with EDS. Shear tests were conducted with the two varying test parameters. It could be observed that increasing shear height, at fixed shear speed, has the effect of decreasing shear force for both Sn-3.5Ag-0.75Cu and In-48Sn solder joints, while the shear force increased with increasing shear speed at fixed shear height. Too high shear height could cause some undesirable effects on the test results such as unexpected high standard deviation values or shear tip sliding from the solder ball. The low shear height conditions were favorable for screening the type of brittle interfacial fractures or the degraded layers in the interfaces. The shear speed conditions were discussed with the stress analyses of the solder ball, and we cannot find any conspicuous finding which is related to optimum shear speed from the stress analyses.

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