• Title/Summary/Keyword: applied time

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Automatic order selection procedure for count time series models (계수형 시계열 모형을 위한 자동화 차수 선택 알고리즘)

  • Ji, Yunmi;Seong, Byeongchan
    • The Korean Journal of Applied Statistics
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    • v.33 no.2
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    • pp.147-160
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    • 2020
  • In this paper, we study an algorithm that automatically determines the orders of past observations and conditional mean values that play an important role in count time series models. Based on the orders of the ARIMA model, the algorithm constitutes the order candidates group for time series generalized linear models and selects the final model based on information criterion among the combinations of the order candidates group. To evaluate the proposed algorithm, we perform small simulations and empirical analysis according to underlying models and time series as well as compare forecasting performances with the ARIMA model. The results of the comparison confirm that the time series generalized linear model offers better performance than the ARIMA model for the count time series analysis. In addition, the empirical analysis shows better performance in mid and long term forecasting than the ARIMA model.

Optimal Pre-Plating Method of Chicken Satellite Cells for Cultured Meat Production

  • Kim, So-Hee;Kim, Chan-Jin;Lee, Eun-Yeong;Son, Yu-Min;Hwang, Young-Hwa;Joo, Seon-Tea
    • Food Science of Animal Resources
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    • v.42 no.6
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    • pp.942-952
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    • 2022
  • To establish a pre-plating method of chicken satellite cells with high purity, pre-plating was performed under culture conditions of 37℃ and 41℃, and the pre-plating time was set from a total of 3 hours to 6 hours in consideration of the cell attachment time. The purity of the cells was confirmed by staining paired box protein 7 (Pax7) after proliferation, and Pax7 expression was the highest in culture flasks shaken for 2 hours after incubation at 41℃ for 2 hours to prevent the attachment of satellite cells (p<0.05). Also, when pre-plating and proliferation were performed at 37℃ and 41℃, the Pax7 expression rate was higher at 41℃. The differentiation capabilities of the three groups (T3, T6, and T7) with high Pax7 expression were compared and the fusion index (%) and myotube formation area (%) determined by myosin heavy chain (MHC) staining was calculated. The T6 and T7 groups, which were cultured at 41℃, showed significantly higher values than the T3 group (p<0.05). There was no significant difference in the expression of Pax7 and MHC between the T6 and T7 groups (p>0.05). These results suggest that pre-plating at 41℃ for a total of 4 hours was the most efficient in terms of cost and time for purifying chicken satellite cells for cultured meat.

THE EFFECTS OF MECHANICAL STRESS ON CULTURED BONE CELL POPULATIONS (Mechanical stress가 골조직세포군에 미치는 영향)

  • Kim, Sang-Tae;Cha, Kyung-Suk
    • The korean journal of orthodontics
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    • v.24 no.1 s.44
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    • pp.105-114
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    • 1994
  • The movement of teeth during orthodontic treatment requires bone remodeling process of bone formation and bone resolution. To find out the changes occuring in the cell itself, mechanical stress was applied to the cell populations involved in the bone metabolism. Bone tissue cell populations were isolated from fetal rat calvaria and divided into OC and OB groups. Following results were obtained from measuring the changes in acid & alkaline phosphatease activity, cyclic AMP and $PGE_2$ production in time lapse after the application of mechanical stress. 1. In case of the marker enzyme of specific bone tissue cell, acid phosphatase activity was high in OC group and alkaline phosphatase activity was high in OB group. 2. After the mechanical stress was applied, acid phosphatase activity was decreased in both OC and OB groups and alkaline phosphatase activity was increase in OB group. 3. When the mechanical stress was applied for 15, 30 and 60 minutes, the production of $PGE_2$ increased in both OC and OB groups, as the time span increased. 4. When the mechanical stress was applied for 20 and 40 minutes, the production of $PGE_2$ increased in both OC and OB groups, as the time span increased.

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Prediction of Creep Deformation and Short Time Rupture Life of AZ31 Magnesium Alloy below 0.5Tm (0.5Tm 이하에서의 AZ31 마그네슘합금의 크리이프 변형과 단시간 파단수명예측)

  • Kang, D.M.;An, J.O.;Jeon, S.H.;Koo, Y.;Sim, S.B.
    • Transactions of Materials Processing
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    • v.17 no.8
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    • pp.558-563
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    • 2008
  • The initial strain, the applied stress exponent, the activation energy, and rupture time in AZ31 magnesium alloy have been measured in order to predict the deformation mechanism and rupture life of creep over the temperature range of 423-443K. Creep tests were carried out under constant applied stress and temperature, and the lever type tester and automatic temperature controller was used for it, respectively. The experimental results showed that the applied stress exponent was about 9.74, and the activation energy for creep, 113.6KJ/mol was less than that of the self diffusion of Mg alloy including aluminum. From the results, the mechanism for creep deformation seems to be controlled by cross slip at the temperature range of 423-443K. Also the higher the applied stress and temperature, the higher the initial strain. And the rupture time for creep decreased as quadratic function with increasing the initial strain in double logarithmic axis.

Characterization of Combined Micro- and Nano-structure Silicon Solar Cells using a POCl3 Doping Process

  • Jeong, Chaehwan;Kim, Changheon;Lee, Jonghwan;Yi, Junsin;Lim, Sangwoo;Lee, Suk-Ho
    • Current Photovoltaic Research
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    • v.1 no.1
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    • pp.69-72
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    • 2013
  • Combined nano- and micro-wires (CNMWs) Si arrays were prepared using PR patterning and silver-assisted electroless etching. A $POCl_3$ doping process was applied to the fabrication of CNMWs solar cells. KOH solution was used to remove bundles in CNMWs and the etching time was varied from 30 to 240 s. The lowest reflectance of 3.83% was obtained at KOH etching time of 30 s, but the highest carrier lifetime of $354{\mu}s$ was observed after the doping process at 60 s. At the same etching time, a $V_{oc}$ of 574 mV, $J_{sc}$ of $28.41mA/cm^2$, FF of 74.4%, and Eff. of 12.2% were achieved in the CNMWs solar cell. CNMWs solar cells have potential for higher efficiency by improving the post-process and surface-rear side structure.

Electroluminescent Characteristics of Fluorescent OLED with Alternating Current Negative Voltage (교류 음 전압에 따른 형광 OLED의 전계 발광 특성)

  • Seo, Jung-Hyun;Yang, Jae-Woong;Paek, Kyeong-Kap;Ju, Sung-Hoo
    • Journal of Surface Science and Engineering
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    • v.52 no.2
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    • pp.72-77
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    • 2019
  • To study the characteristics of AC driven OLED, we fabricated the fluorescent OLEDs and analyzed the electroluminescence characteristics of OLEDs with AC negative voltage. The luminance and the current density of the OLED decreased, and the number and size of the dark spots increased in proportion to the duration time and level of the applied AC negative voltage. The current efficiency of the OLED was improved when high AC negative voltage was applied within a short time. When the AC negative voltage of 10 V was applied for 1 minute, the efficiency was improved by 12.4%. Also, the degradation of luminance and current efficiency due to the duration of light emission was improved in the case of OLED applied for 1 minute with 10 V AC negative voltage. These are expected as a result of the improvement of the leakage current characteristics by eliminating the short-circuit region formed by the defect of the OLED at the AC negative high voltage. As a result, the continuous application of AC negative voltage reduced the luminance and the current density of OLED, but the temporary application of AC negative voltage with the proper time and voltage could improve the efficiency and lifetime of OLED.

Nematocidal Screening of Essential Oils and Herbal Extracts against Bursaphelenchus xylophilus

  • Elbadri, Gamal A.A.;Lee, Dong-Woon;Park, Jung-Chan;Yu, Hwang-Bin;Choo, Ho-Yul;Lee, Sang-Myeong;Lim, Tae-Heon
    • The Plant Pathology Journal
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    • v.24 no.2
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    • pp.178-182
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    • 2008
  • Five essential oils and 15 herbal extracts were evaluated to control Bursaphelenchus xylophillus in laboratory. The essential oils from clove plant (Syzygium aromaticum), mustard (Brassica integrefolia), thyme (Thymus vulgaris), and Pelargonium inquinans were found to be highly promising and gave excellent control of the nematodes at all the time of exposure. Among them, the least one gave 91.3% mean mortality rate at 24 hours of exposure time, which is highly significant from the control. While in the second study, most of the methanol (Desmodium caudatum, Paulownia coreana, Auckulandia lappa, Sophota flavescens, Aloe sp., Rheum palmatum, Zingiber officinale, Magnolia officinalis, and Eugenia caryophyllata), hexane (Torreya nucifera, Pharbitis nil, Prunus mume, Melia azedarach, and Xanthium strumarium), and hot water (Cinnamomum cassia) herbal extracts killed the nematodes, but in varying degrees compared to the control. Only one extract was found to be promising viz Magnolia officinalis which found to be statistically different from the control and gave mean mortality of 72, 82.3, and 85.3 % for 24, 48, and 72 hours exposure, respectively. Further screening was conducted for M. officinalis with concentrations of 1,000, 100, and 10 ppm against the same species of nematode with the same time of exposure. However, it gave an excellent result for 1,000 ppm for all time of exposure, whereas for the 100 and 10 ppm it gave mean mortality of 39.5 and 25.8% for the time 72hrs, respectively that were statistically different from the control.

TRAVELING WAVES OF AN SIRS EPIDEMIC MODEL WITH SPATIAL DIFFUSION AND TIME DELAY

  • Du, Yanke;Xu, Rui
    • Journal of applied mathematics & informatics
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    • v.30 no.3_4
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    • pp.635-646
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    • 2012
  • This paper is concerned with an SIRS epidemic model with spatial diffusion and time delay representing the length of the immunity period. By using a new cross iteration scheme and Schauder's fixed point theorem, we reduce the existence of traveling wave solutions to the existence of a pair of upper-lower solutions. By constructing a newfashioned pair of upper-lower solutions, we derive the existence of a traveling wave solution connecting the uninfected steady state and the infected steady state.

ANALYSIS OF TWO COMMODITY MARKOVIAN INVENTORY SYSTEM WITH LEAD TIME

  • Anbazhagan, N.;Arivarignan, G.
    • Journal of applied mathematics & informatics
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    • v.8 no.2
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    • pp.519-530
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    • 2001
  • A two commodity continuous review inventory system with independent Poisson processes for the demands is considered in this paper. The maximum inventory level for the i-th commodity fixed as $S_i$(i = 1,2). The net inventory level at time t for the i-th commodity is denoted by $I_i(t),\;i\;=\;1,2$. If the total net inventory level $I(t)\;=\;I_1(t)+I_2(t)$ drops to a prefixed level s $[{\leq}\;\frac{({S_1}-2}{2}\;or\;\frac{({S_2}-2}{2}]$, an order will be placed for $(S_{i}-s)$ units of i-th commodity(i=1,2). The probability distribution for inventory level and mean reorders and shortage rates in the steady state are computed. Numerical illustrations of the results are also provided.

A CLASS OF INVERSE CURVATURE FLOWS IN ℝn+1, II

  • Hu, Jin-Hua;Mao, Jing;Tu, Qiang;Wu, Di
    • Journal of the Korean Mathematical Society
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    • v.57 no.5
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    • pp.1299-1322
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    • 2020
  • We consider closed, star-shaped, admissible hypersurfaces in ℝn+1 expanding along the flow Ẋ = |X|α-1 F, α ≤ 1, β > 0, and prove that for the case α ≤ 1, β > 0, α + β ≤ 2, this evolution exists for all the time and the evolving hypersurfaces converge smoothly to a round sphere after rescaling. Besides, for the case α ≤ 1, α + β > 2, if furthermore the initial closed hypersurface is strictly convex, then the strict convexity is preserved during the evolution process and the flow blows up at finite time.