• 대한산업공학회지
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• 제29권4호
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• pp.334-344
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• 2003

A mixture experiment is a special type of response surface experiment in which factors are the ingredients or components of a mixture, and the response is a function of the proportions of each ingredient. Evolutionary operation is useful to improve on-line full-scale manufacturing process by systematically changing the levels of the process variables without jeopardizing the product. This paper presents an evolutionary operation procedure with mixture variables for large-scale mixture production process which can be beneficial to practitioners who should improve on-line mixture quality while maintaining the production amount of the mixture product.

• Communications for Statistical Applications and Methods
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• 제25권6호
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• pp.633-645
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• 2018

Gaussian error distributions are a common choice in traditional regression models for the maximum likelihood (ML) method. However, this distributional assumption is often suspicious especially when the error distribution is skewed or has heavy tails. In both cases, the ML method under normality could break down or lose efficiency. In this paper, we consider the log-concave and Gaussian scale mixture distributions for error distributions. For the log-concave errors, we propose to use a smoothed maximum likelihood estimator for stable and faster computation. Based on this, we perform comparative simulation studies to see the performance of coefficient estimates under normal, Gaussian scale mixture, and log-concave errors. In addition, we also consider real data analysis using Stack loss plant data and Korean labor and income panel data.

• Journal of the Korean Data and Information Science Society
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• 제9권2호
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• pp.289-298
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• 1998

We investigate the distribution of likelihood ratio test(LRT) of null hypothesis a sample is from single gamma with unknown shape and scale against the alternative hypothesis a sample is from a mixture of two gammas, each with unknown scale and unknown (but equal) scale. To obtain stable maximum likelihood estimates(MLE) of a mixture of two gamma distributions, the EM(Dempster, Laird, and Robin(1977))and Modified Newton(Jensen and Johansen(1991)) algorithms were implemented. Based on EM, we made a simple structure likelihood equation for each parameter and could obtain stable solution by Modified Newton Algorithms. Simulation study was conducted to investigate the distribution of LRT for sample size n = 25, 50, 75, 100, 50, 200, 300, 400, 500 with 2500 replications. To determine the small sample distribution of LRT, I considered the model of a gamma distribution with shape parameter equal to 1 + f(n) and scale parameter equal to 2. The simulation results indicate that the null distribution is essentially invariant to the value of the shape parameter. Modeling of the null distribution indicates that it is well approximated by a gamma distribution with shape parameter equal to the quantity $0.927+1.18/\sqrt{n}$ and scale parameter equal to 2.16.

• 한국경영과학회:학술대회논문집
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• 대한산업공학회/한국경영과학회 2004년도 춘계공동학술대회 논문집
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• pp.92-95
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• 2004

A mixture experiment is a special type of response surface experiment in which the factors are the ingredients or components of a mixture, and the response is a function of the proportions of each ingredient. Evolutionary operation is useful to improve on-line full-scale manufacturing processes by systematically changing the levels of the process variables without jeopardizing the product. This paper presents an evolutionary operation procedure for large-scale mixture production processes based on simplex search procedure, which can be beneficial to practitioners who should improve on-line mixture process quality while meeting the production schedule of the mixture product.

• Journal of the Korean Data and Information Science Society
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• 제17권4호
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• pp.1397-1403
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• 2006

This paper considers the testing problem for scale changes in autoregressive processes with heavy-tailed innovations. For a test, we propose the CUSUM test statistic based on the trimmed residuals. We perform a simulation study for the mixture normal and Cauchy innovations.

• 한국식품영양과학회지
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• 제44권3호
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• pp.449-454
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• 2015

본 연구는 어린 콜라겐 500 g, 액상의 식용식물 추출물 375 g, 덱스트린 125 g을 물 1,000 mL에 녹여 1:0.75:0.25:2의 비율로 제조한 후 동결건조한 다음 분쇄하여 제조한 어린 콜라겐 동결건조 혼합분말(freeze-dried collagen mixture powder, FDCMP)을 0.5, 1.0, 1.5 및 2.0% 비율로 칼국수 반죽에 첨가하여 제조한 칼국수의 품질 특성을 분석하여 FDCMP의 첨가가 칼국수의 품질 특성에 미치는 영향을 조사하였다. 조리 후 칼국수의 중량과 부피는 FDCMP 첨가량이 많을수록 낮게 나타났고, 칼국수 삶은 물의 탁도는 유의적인 수준으로 FDCMP 첨가구가 높게 나타났다. 수분 결합 능력은 밀가루와 물보다 FDCMP와 물의 수분 결합 능력이 높게 나타났다. 색도는 조리 전후의 칼국수에서 FDCMP 첨가량이 많을수록 명도 L값은 감소하고 적색도 a값과 황색도 b값은 증가하였다. 기계적 조직감 측정은 조리한 칼국수의 경도와 씹힘성는 FDCMP 첨가량이 증가할수록 감소하였으며, 점착성, 응집성과 검성은 FDCMP 첨가량이 증가할수록 증가하였다. 탄력성과 복원성은 FDCMP 첨가 시 대조구와 유의적인 차이는 없었다. 관능검사 결과에서는 대조구보다 FDCMP 0.5% 첨가구가 조직감, 입 안에서의 느낌, 종합적인 기호도가 높게 나타났다. 따라서 칼국수 개발 및 품질 향상을 위한 어린 콜라겐 동결건조 혼합분말의 첨가는 0.5%가 가장 적당하다고 사료된다.

• 한국자기학회지
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• 제6권4호
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• pp.204-210
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• 1996

제철소의 부산물인 mill scale과 $Fe_{2}O_{3}$, 그리고 이들의 혼합물을 사용하여 M형 ferrite를 제조하였다. $Fe_{2}O_{3}$와 $BaCO_{3}$의 몰비를 5.2~6.0으로 변화시킨 혼합물의 하소 및 소결은 각각 $1150^{\circ}C,\;1250^{\circ}C$에서 2시간 행하였으며, 하소시에 mill scale 중의 불순물 성분인 $SiO_{2},\;Al_{2}O_{3},\;MgO,\;CaO\;및\;Na_{2}O$를 적당량 첨가한 시편으로 자기적 특성과 형상을 조사하였다. $Na_{2}O$를 첨가한 시편은 미반응의 $Fe_{2}O_{3}$와 중간 화합물인 $BaFe_{2}O_{4}$의 영향으로 자기적 특성이 감소하였으나, $BaO.5.6Fe_{2}O_{3}$ 조성에 $SiO_{2}$와 $Al_{2}O_{3}$의 첨가는 특성의 증진을 보였으며, 특히 $Al_{2}O_{3}$는 $M_{s}$ 값은 감소시켰으나 $_{B}H_{c}$ 값을 증가시켰다. BM($BaCo_{3}$와 mill scale의 혼합물)과 BFM($BaCO_{3},\;Fe_{2}O_{3}$, mill scale의 혼합물) 소결 시편의 ${(BH)}_{max}$는 각각 0.86, 1.04 MGOe였으며, $440^{\circ}C$ 부근에서 자기 특성의 변화를 보였다.

• 대한기계학회논문집B
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• 제20권7호
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• pp.2337-2346
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• 1996

One of the most useful method for increasing combustion loading of premixed flame is to strengthen the turbulent intensity of unburned mixture. It produces an important information to a design of efficient combustion equipment that analysing microstructure of strong turbulence premixed flame. The flame structure and characteristics are depend on the turbulence of unburned mixture. Therefore, to strengthen the turbulent intensity of unburned mixture make flame scale small and accomplish efficient combustion. We measured the velocity of local flame front movements, local eddy radius and local reaction zone thickness quantitatively with increasing turbulent intensity of unburned mixture. We researched the microstructure of flame using ion currents that react sensitively in the reaction zone. Consequently, the velocity of local flame front movements is depend on the velocity of unburned mixture and local eddy scale is to be small with increasing turbulent intensity. But there is no change in local reaction zone thickness with turbulence.

• 한국연소학회:학술대회논문집
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• 한국연소학회 2007년도 제34회 KOSCO SYMPOSIUM 논문집
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• pp.155-160
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• 2007

This study was conducted to find out the chlorine removal characteristics of waste plastic mixture by pyrolysis process with thermogravimetric analysis(TGA) and a lab-scale pyrolyzer. The material used as plastic wastes were PE (Poly-ethylene), PP (Poly-prophylene), and PVC (Poly Vinyl Chloride). Experimental procedure were composed of three steps; 1st step: TGA of PVC, PP and PE, 2nd step: chlorine removal rate of PVC in a lab-scale pyrolyzer, 3rd step: chlorine removal rate of PVC-PE and PVC-PP mixture in a pyrolyzer. Through the results of TGA, we can estimate the basic pyrolysis characteristics of each plastic, and then we can also derive the design parameters and operating conditions of the lab-scale pyrolyzer. The results can be used as primary data for designing a system to produce RPF (Refuse Plastic Fuel), a waste incinerator and a pyrolysis/gasification process.

• International Journal of Concrete Structures and Materials
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• 제9권4호
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• pp.463-473
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• 2015

Three full-scale instrumented test slabs were constructed and tested using a heavy vehicle simulator (HVS) to evaluate the structural behavior of internally cured concrete (ICC) for use in pavements under Florida condition. Three mix designs selected from a previous laboratory testing program include the standard mixture with 0.40 water-cement ratio, the ICC with 0.32 water-cement ratio, and the ICC mixture with 0.40 water-cement ratio. Concrete samples were prepared and laboratory tests were performed to measure strength, elastic modulus, coefficient of thermal expansion and shrinkage properties. The environmental responses were measured using strain gages, thermocouples, and linear variable differential transformers instrumented in full-scale concrete slabs. A 3-D finite element model was developed and calibrated using strain data measured from the full-scale tests using the HVS. The results indicate that the ICC slabs were less susceptible to the change of environmental conditions and appear to have better potential performance based on the critical stress analysis.