• 제목/요약/키워드: two-stage mixture analysis

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2단계 Mixture Model을 이용한 온라인 소비 자의 방문행동특성이 사이트 재방문과 구매에 미치는 영향에 관한 연구 - 온라인 쇼핑몰을 중심으로 - (A Study on Site Repeat Visit and Purchase Decision-Making of On-line Consumer using Two-Stage Mixture Regression Analysis - Focus on Internet Shopping Mall -)

  • 이영승
    • 마케팅과학연구
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    • 제13권
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    • pp.135-158
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    • 2004
  • 본 연구에서 온라인 소비자들이 재방문단계(revisit stage)와 구매의사결정 단계(decision-making stage)에서 어떤 방문행동 특성상의 차이를 보이고 있는가를 파악하기 위한 목적을 가지고 있다. 인터넷 쇼핑몰 시장에서 어떤 방문행동특성을 가진 온라인 소비자들이 지속적으로 같은 사이트를 방문하고, 구매행동을 하는지에 관한 정보는 사이트 관리자의 입장에서 볼 때 수익성 제고 측면에서 공헌하는 바가크다. 특히 본 연구에서는 2단계 Mixture Model 율 이용하여 온라인 소비자들의 방문행동 특성을 파악함으로써 인터넷 쇼핑몰의 경쟁력을 강화활 수 있는 세분시장 결정방법을 제시하고자 한다. 또한 사이트 재방문단계 (revisit stage) 와 구매의사결정 단계 (decision-making stage) 훌 통한 온라인 소비자들의 방문 행동 특성 정보는 사이트 경쟁력 강화를 위한 전략적 시사점율 제공해줄 것으로 기대된다. 본 연구는 온라인 소비자들의 구매의사결정이 재밤문단계 (revisit stage) 와 구매단계 (purchase stage) 라고 하는 2단계 의사결정과정을 거치고 있음을 보여주는 실증분석을 통해 온라인 소비자들의 방문행동 특성을 파악하여 이에 적합한 대응전략을 전개할 수 있음을 논의함으로써 온라인 소비자들의 방문행동 특성을 사이트 밀착도 및 항해유형에 따라 파악할 수 있다는 학문적 공헌점을 제시 하고 있다.

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INFLUENCE OF INITIAL COMBUSTION IN SI ENGINE ON FOLLOWING COMBUSTION STAGE AND CYCLE-BY-CYCLE VARIATIONS IN COMBUSTION PROCESS

  • Lee, Kyung-Hwan;Kim, Kisung
    • International Journal of Automotive Technology
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    • 제2권1호
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    • pp.25-31
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    • 2001
  • It is necessary to understand the combustion process and cycle-by-cycle variation in combustion to improve the engine stability and consequently to improve the fuel economy and exhaust emissions. The pressure related parameters instead of mass fraction burned were compared for the effect of initial combustion pressures on the following combustion and the analysis of cycle-by-cycle variation in combustion for two pen injected SI engines. The correlation between IMEP and pressures at referenced crank angles showed almost the same trends for equivalence ratios, but the different mixture preparations indicated different tendency. The dependency of IMEP on pressure at the referenced crank angles increases as the mixture becomes leaner for both engines. The mixture distribution in the combustion chamber was varied with the coolant temperature and intake valve deactivation due to the evaporation of fuel and air motion. The correlation between pressure related parameters were also compared for the coolant temperatures and air motion.

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Object Detection Based on Deep Learning Model for Two Stage Tracking with Pest Behavior Patterns in Soybean (Glycine max (L.) Merr.)

  • Yu-Hyeon Park;Junyong Song;Sang-Gyu Kim ;Tae-Hwan Jun
    • 한국작물학회:학술대회논문집
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    • 한국작물학회 2022년도 추계학술대회
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    • pp.89-89
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    • 2022
  • Soybean (Glycine max (L.) Merr.) is a representative food resource. To preserve the integrity of soybean, it is necessary to protect soybean yield and seed quality from threats of various pests and diseases. Riptortus pedestris is a well-known insect pest that causes the greatest loss of soybean yield in South Korea. This pest not only directly reduces yields but also causes disorders and diseases in plant growth. Unfortunately, no resistant soybean resources have been reported. Therefore, it is necessary to identify the distribution and movement of Riptortus pedestris at an early stage to reduce the damage caused by insect pests. Conventionally, the human eye has performed the diagnosis of agronomic traits related to pest outbreaks. However, due to human vision's subjectivity and impermanence, it is time-consuming, requires the assistance of specialists, and is labor-intensive. Therefore, the responses and behavior patterns of Riptortus pedestris to the scent of mixture R were visualized with a 3D model through the perspective of artificial intelligence. The movement patterns of Riptortus pedestris was analyzed by using time-series image data. In addition, classification was performed through visual analysis based on a deep learning model. In the object tracking, implemented using the YOLO series model, the path of the movement of pests shows a negative reaction to a mixture Rina video scene. As a result of 3D modeling using the x, y, and z-axis of the tracked objects, 80% of the subjects showed behavioral patterns consistent with the treatment of mixture R. In addition, these studies are being conducted in the soybean field and it will be possible to preserve the yield of soybeans through the application of a pest control platform to the early stage of soybeans.

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매연입자 온도 측정에의한 확산화염의 매연생성 특성 해석 (Analysis of Soot Formation Characteristics in Diffusion Flames with Soot Particle Temperature Measurement)

  • 이원남;정용현
    • 한국연소학회:학술대회논문집
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    • 한국연소학회 1999년도 제19회 KOSCO SYMPOSIUM 논문집
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    • pp.241-249
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    • 1999
  • Soot particle temperatures in co-flow diffusion flames have been measured using a two-color pyrometry at the pressure of 0.2 MPa(2 atm). The measured soot particle temperatures along with the integrated soot volume fractions are analyzed to understand soot formation characteristics. At 0.2 MPa, the addition of small amount of air into ethylene do not change the soot particle temperature in soot formation regions. This result showed that the increase of soot formation with addition of air is mostly due to the chemical effect of the added air, such as the increased role of C3 chemistry during the early stage of soot inception process. The addition of sufficient air into ethylene, however, changes soot particle temperatures and the understanding of soot formation characteristics becomes complicated. Measured soot particle temperatures also showed that there is no significant temperature effect for the synergistic effect of ethylene/propane mixture on soot formation.

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액적 표면에서 증발 및 응축을 고려한 곡면 형상 액적 제거장치의 제거 효율에 대한 수치 해석 (Numerical Analysis on Removal Efficiency of Water Droplets in a Curved Vane Mist Eliminator with Consideration of Evaporation and Condensation at Surface of Droplets)

  • 송동근
    • 한국입자에어로졸학회지
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    • 제12권4호
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    • pp.135-143
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    • 2016
  • Removal of water contents in a gas is needed in industrial field of gas processing related on energy production/conversion, and environmental treatment. Inertial separators are economic devices for separating droplets from the gas stream. For accurate understanding of removal process in a curved vane mist eliminator, a numerical model including turbulent dispersion, evaporation and condensation of water vapor at surface of droplets is required. A two-stage curved vane mist eliminator has been modeled, and fluid flow of mixture of air and water vapor and droplet trajectories were solved simultaneously with taking into account two-way coupling. Removal efficiency of droplets with various inlet condition of relative humidities (RH, 40%, 90%, and 100%) were compared. As RH increased, the effect of evaporation decreased and inertial separation efficiencies of droplets obtained increased especially for droplets of diameter below 10 micrometers.

농도성층화와 Cooled EGR이 DME HCCI 엔진의 운전영역에 미치는 영향에 관한 수치해석 (An Investigation of Effects of Fuel Stratification and Cooled EGR on DME HCCI Engine's Operating Ranges by Numerical Analysis)

  • 정동원;아마라;임옥택
    • 한국수소및신에너지학회논문집
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    • 제21권2호
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    • pp.129-135
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    • 2010
  • Homogeneous charge compression ignition (HCCI) engines have the potential to provide both diesel-like efficiency and very low emissions of nitrogen oxide (NOx) and particulate matter(PM). However, several technical issues still must be resolved before HCCI can see application. Among these, steep pressure-rise rate which leads to narrow operating range of HCCI engine continues to be a major issue. This work investigates the combination of two methods to mitigate the excessive pressure-rise rates at high power output, namely fuel stratification and Cooled exhaust-gas recirculation (Cooled EGR), after identifying the each effects to pressure-rise rate. When applying the fuel stratification to simulation, total fuelling width of 0.15 at BDC is set as a equivalent ratio difference based on the previous research. In order to simulate the effects of cooled EGR, $CO_2$ mole fraction in pre-mixture is changed ranging from 0 to 30%. DME which has a characteristic of two-stage ignition is used as a fuel.

Effect of horizontal joints on structural behavior of sustainable self-compacting reinforced concrete beams

  • Ibrahim, Omar Mohamed Omar;Heniegal, Ashraf Mohamed;Ibrahim, Khamis Gamal;Agwa, Ibrahim Saad
    • Advances in concrete construction
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    • 제10권5호
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    • pp.455-462
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    • 2020
  • This study investigated the effect of horizontal casting joints on the mechanical properties and structural behavior of sustainable self-compacting reinforced concrete beams (SCRCB). The experimental research consisted of two stages. The first stage used four types of concrete mixtures which were produced to indicate the effects of cement replaced with cement waste at 0%, 5%, 10%, and 15% by weight of cement content on fresh concrete properties of self-compacting concrete (SCC) such as, passing ability, filling ability, and segregation resistance. In addition, mechanical properties such as compressive, tensile, and flexural strength were also studied. The second stage selected the best mixture from the first stage and studied the effect of horizontal casting joints on the structural behavior of sustainable SCRCBs. The effect of horizontal casting joints on the mechanical properties and structural behavior were at the 25%, 50%, 75%, and 100% of sample height. Load deflection, failure mode, and theoretical analysis were studied. Results indicated that the incorporation of replacement with cement waste by 5% to 10% led to economic and environmental advantages, and the results were acceptable for fresh and mechanical properties. The results indicated that delaying the time for casting the second layer and increasing the cement waste in concrete mixtures had a great effect on the mechanical properties of SCC. The ultimate load capacity of horizontal casting joints reinforced concrete beams slightly decreased compared with the control beam. The maximum deflection of casting joint beams with 75% of samples height is similar with the control beam. The experimental results of reinforced concrete beams were substantially acceptable with the theoretical results. The failure modes obtained the best forced casting joint on the structural behavior at 50% height of casting in the beam.

조선시대 구리 갈매유적 회곽묘의 조성 및 강도분석 (Analysis on Composition and Strength of Lime-Soil Mixture Barrier Tombs at Guri Galmae Site in Joseon Dynasty)

  • 이찬희;어언일;신숙정
    • 헤리티지:역사와 과학
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    • 제50권2호
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    • pp.40-61
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    • 2017
  • 본 연구는 구리 갈매유적 회곽묘의 회곽을 대상으로 물리화학적 및 암석광물학적 분석을 통해 성분 및 재질특성을 밝혔으며 다양한 강도시험을 수행하였다. 회곽의 대부분에서는 은미정질의 방해석과 함께 석영, 장석 및 운모가 동정되었으며 주로 석회기질로 구성되어 있다. 석회질 기질은 판상의 치밀한 조직을 보이고 일부 시료에서는 침상조직의 수화물이 나타나며, 탄산화반응이 불량한 부분에서는 이차적으로 생성된 석고가 관찰된다. 회곽의 CaO 함량은 4.43~36.19wt.%의 넓은 범위에서 확인되며, 비중은 1.35~1.62의 범위에서, 흡수율은 20.1~32.6%를 보인다. 반발경도는 10.0~28.4(평균 15.7)의 범위를 나타냈으며 $-90^{\circ}$ 방향이 $0^{\circ}$ 방향에 비해 높은 값을 보여 지면과 수직한 방향으로 높은 강도를 갖는 것으로 판단된다. 방향에 따른 강도차이는 회곽의 조성에 방향성이 있기 때문이며 이는 단계별 제작과정과 관련이 있다. 초음파속도는 1,049.2~1,728.9m/s의 범위이며, 일축압축강도는 5.00MPa 이하로서 양자의 유구별 변화경향은 유사하다. 회곽의 성분과 강도를 비교한 결과, CaO 함량이 높을수록 높은 강도를 보이나 차이는 크지 않으며, 전반적인 제작기술과 숙련도는 비교적 낮았던 것으로 해석된다.

경막외 진통은 비경막외 진통에 비해 초산부의 분만을 지연시키는가?: 후향성 관찰 연구 (Does epidural analgesia delay the vaginal delivery of nulliparous women compared with non-epidural analgesia?: Retrospective observational study)

  • 장소영;이애령;윤소희;최윤숙;박종국;조우진
    • Journal of Medicine and Life Science
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    • 제15권2호
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    • pp.95-100
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    • 2018
  • We conduct this study to compare the difference in duration of labor in nulliparous women received epidural analgesia or non-epidural analgesia for labor pain. This retrospective, observational study based on the review of the medical records from February 2014 to July 2017. Epidural analgesia was initiated with a 10 mL epidural bolus of 1% lidocaine and was maintained with a 0.1% mixture of ropivacaine with fentanyl. Non-epidural analgesia was initiated with pethidine 12.5 mg bolus, followed by additional boluses as needed. The primary outcome was the duration of the labor. 149 healthy nulliparous women at term pregnancies with no evidence of fetal distress were enrolled in this study. 92 women received non-epidural analgesia (Group NE) and 57 women received epidural analgesia (Group E). There were no significant differences between the two groups in maternal demographic characteristics. Using a Kaplan-Meier survival analysis, there was no significant difference in the overall duration of the labor(P=0.233). The duration of the first stage of labor was $187.6{\pm}167.3min$ in Group NE, $248.6{\pm}168.7min$ in Group E (Mean${\pm}$SD, P=0.032). The duration of the second stage of labor was $67.1{\pm}57.8min$ in Group NE, $64.1{\pm}47.5min$ in Group E (Mean${\pm}$SD, P=0.693). Epidural analgesia delayed the first stage of labor in this study. But there were no significant differences between the two groups in the duration of the second stage and the total duration of labor.

Survival and Performance of Two Cellulose-Degrading Microbial Systems Inoculated into Wheat Straw-Amended Soil

  • Li, Peipei;Zhang, Dongdong;Wang, Xiaojuan;Wang, Xiaofen;Cui, Zongjun
    • Journal of Microbiology and Biotechnology
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    • 제22권1호
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    • pp.126-132
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    • 2012
  • A cellulose-degrading composite microbial system containing a mixture of microbes was previously shown to demonstrate a high straw-degrading capacity. To estimate its potential utilization as an inoculant to accelerate straw biodegradation after returning straw to the field, two cellulose-degrading composite microbial systems named ADS3 and WSD5 were inoculated into wheat straw-amended soil in the laboratory. The microbial survival of the inoculant was confirmed by a denaturing gradient gel electrophoresis (DGGE) analysis, whereas the enhancement of straw degradation in soil was assessed by measuring the mineralization of the soil organic matter and the soil cellulase activity. The results indicated that most of the DGGE bands from ADS3 were detected after inoculation into straw-amended autoclaved soil, yet only certain bands from ADS3 and WSD5 were detected after inoculation into straw-amended non-autoclaved soil during five weeks of incubation; some bands were detected during the first two weeks after inoculation, and then disappeared in later stages. Organic matter mineralization was significantly higher in the soil inoculants ADS3 and WSD5 than in the uninoculated controls during the first week, yet the enhanced degradation did not persist during the subsequent incubation. Similar to the increase in soil organic matter, the cellulase activity also increased during the first week in the ADS3 and WSD5 treatments, yet decreased during the remainder of the incubation period. Thus, it was concluded that, although the survival and performance of the two inoculants did not persist in the soil, a significant enhancement of degradation was present during the early stage of incubation.