• 제목/요약/키워드: non-linear activation

검색결과 52건 처리시간 0.028초

Energy effects on MHD flow of Eyring's nanofluid containing motile microorganism

  • Sharif, Humaira;Naeem, Muhammad N.;Khadimallah, Mohamed A.;Ayed, Hamdi;Bouzgarrou, Souhail Mohamed;Al Naim, Abdullah F.;Hussain, Sajjad;Hussain, Muzamal;Iqbal, Zafar;Tounsi, Abdelouahed
    • Advances in concrete construction
    • /
    • 제10권4호
    • /
    • pp.357-367
    • /
    • 2020
  • The impulse of this paper is to examine the influence of unsteady flow comprising of Eyring-Powell nanofluid over a stretched surface. This work aims to explore efficient transfer of heat in Eyring-Powell nanofluid with bio-convection. Nanofluids possess significant features that have aroused various investigators because of their utilization in industrial and nanotechnology. The influence of including motile microorganism is to stabilize the nanoparticle suspensions develop by the mixed influence of magnetic field and buoyancy force. This research paper reveals the detailed information about the linearly compressed Magnetohydrodynamics boundary layer flux of two dimensional Eyring-Powell nanofluid through disposed surface area due to the existence of microorganism with inclusion the influence of non- linear thermal radiation, energy activation and bio-convection. The liquid is likely to allow conduction and thickness of the liquid is supposed to show variation exponentially. By using appropriate similarity type transforms, the nonlinear PDE's are converted into dimensionless ODE's. The results of ODE's are finally concluded by employing (HAM) Homotopy Analysis approach. The influence of relevant parameters on concentration, temperature, velocity and motile microorganism density are studied by the use of graphs and tables. We acquire skin friction, local Nusselt and motil microorganism number for various parameters.

Limonene - Expanded Polystyrene 혼합물의 자연발화 특성 (Autoignition Characteristics of Limonene - Expanded Polystyrene Mixture)

  • 송영호;하동명;정국삼
    • 한국화재소방학회논문지
    • /
    • 제18권1호
    • /
    • pp.1-6
    • /
    • 2004
  • 감용제 limonene을 이용하는 EPS 자원 재활용 공정에 있어서, limonene - EPS 혼합 액체의 저장$.$취급시의 화재위험성 평가에 대한 기초 자료로 제시하고자 혼합물의 농도 및 시료양의 변화에 따른 최저발화온도를 측정하였고, 발화와 비발화 영역을 비교하였다. 발화온도를 예측하는데 있어서 가장 과학적인 원리로서 이용되고 있는 발화 지연 시간, 활성화 에너지 및 발화온도의 관계식을 선형회귀분석을 이용하여 ln t = 0.704/T-5.819로서 제시하였다. 또, 가연성 혼합물의 농도 변화에 따른 발화위험성을 예측하기 위하여 혼합물의 농도와 발화온도의 관계식을 비선형회귀분석을 이용하여 $T_m=248.32+69.27X+172.60X^2$로서 제시하였다. 그 결과, 발화 지연 시간과 발화온도와의 관계식 및 혼합물의 농도와 발화온도와의 관계식에 의해서 limonene - EPS 혼합물의 발화온도의 추정이 가능하게 되었다.

신경망을 이용한 우승자 예측모형 (Prediction of a winner in PGA tournament using neural network)

  • 민대기;현무성
    • Journal of the Korean Data and Information Science Society
    • /
    • 제20권6호
    • /
    • pp.1119-1127
    • /
    • 2009
  • 골프경기에서 상금이나 평균타수와 같은 척도에는 명확한 기록이 정의되어 있지만 누가 우승을 할 것인가 하는 관점에서는 Tiger Woods나 Phil Mickelson 그리고 Steve Stricker 등 2009년에 3승 이상을 한 선수를 제외하면 과연 누구일까 하는 의문을 갖게 될 것이다. 왜냐하면 워낙 선수층이 두터워 백지한창 차이의 실력을 갖춘 우승후보 선수들이 많고, 다른 종목보다 정신력이 결과에 많은 영향을 미치기 때문이다. 본 연구에서는 복잡한 비선형 형태의 자료를 파악하는데 아주 유용한 도구인 신경망을 이용하여 2009년 PGA자료를 바탕으로 우승자 예측모형에 대하여 연구를 하였다.

  • PDF

Photoluminescence Studies of ZnO Thin Films on Porous Silicon Grown by Plasma-Assisted Molecular Beam Epitaxy

  • Kim, Min-Su;Nam, Gi-Woong;Kim, So-A-Ram;Lee, Dong-Yul;Kim, Jin-Soo;Kim, Jong-Su;Son, Jeong-Sik;Leem, Jae-Young
    • 한국진공학회:학술대회논문집
    • /
    • 한국진공학회 2012년도 제42회 동계 정기 학술대회 초록집
    • /
    • pp.310-310
    • /
    • 2012
  • ZnO thin films were grown on porous silicon (PS) by plasma-assisted molecular beam epitaxy (PA-MBE). The optical properties of the ZnO thin films grown on PS were studied using room-temperature, low-temperature, and temperature-dependent photoluminescence (PL). The full width at half maximum (FWHM) of the near-band-edge emission (NBE) from the ZnO thin films was 98 meV, which was much smaller than that of ZnO thin films grown on a Si substrate. This value was even smaller than that of ZnO thin films grown on a sapphire substrate. The Huang-Rhys factor S associated with the free exciton (FX) emission from the ZnO thin films was found to be 0.124. The Eg(0) value obtained from the fitting was 3.37 eV, with ${\alpha}=3.3{\times}10^{-2}eV/K$ and ${\beta}=8.6{\times}10^3K$. The low- and high-temperature activation energies were 9 and 28 meV, respectively. The exciton radiative lifetime of the ZnO thin films showed a non-linear behavior, which was established using a quadratic equation.

  • PDF

Drying Kinetics of Onion Slices in a Hot-air Dryer

  • Lee, Jun-Ho;Kim, Hui-Jeong
    • Preventive Nutrition and Food Science
    • /
    • 제13권3호
    • /
    • pp.225-230
    • /
    • 2008
  • Onion slices were dehydrated in a single layer at drying air temperatures ranging from $50{\sim}70^{\circ}C$ in a laboratory scale convective hot-air dryer at an air velocity of 0.66 m/s. The effect of drying air temperature on the drying kinetic characteristics were determined. It was found that onion slices would dry within $210{\sim}460\;min$ under these drying conditions. Moisture transfer during dehydration was described by applying the Fick's diffusion model and the effective diffusivity changed between $1.345{\times}10^{-8}$ and $2.658{\times}10^{-8}\;m^2/s$. A non-linear regression procedure was used to fit 9 thin layer drying models available in the literature to the experimental drying curves. The Logarithmic model provided a better fit to the experimental drying data as compared to other models. Temperature dependency of the effective diffusivity during the hot-air drying process obeyed the Arrhenius relationship with estimated activation energy being 31.36 kJ/mol. The effect of the drying air temperature on the drying model constants and coefficients were also determined.

Ethanol 이 고양이 신장 Na-K-ATPase 활성에 미치는 영향 (Effects of Ethanol on Na-K-ATPase Activity of Cat Kidney)

  • 김주헌;김용근
    • 대한수의학회지
    • /
    • 제23권1호
    • /
    • pp.9-16
    • /
    • 1983
  • The effects of ethanol on Na-K-ATPase activity were investigated with cat kidney homogenate. The results were summarized as follows: 1. Na-K-ATPase activity was inhibited with dose-dependent manner by ethanol of higher concentration than 1%, and showed an estimated $I_{50}$ (the inhibitor concentration to cause 50% inhibition) of 7.5%. 2. Hydrolysis of ATP was linear with the incubation time in the absence and presence of 8% ethanol, whereas it was different with preincubation time in the presence of 15% ethanol. 3. Inhibition of Na-K-ATPase activity by ethanol was not affected by increased enzyme concentration, and showed the reversibility of the inhibitory pattern. 4. Kinetic studies of cationic-substrate activation of Na-K-ATPase showed that ethanol had both properties of classical competitive inhibition for $Mg^{{+}{+}}$ or $K^+ and non-competitive inhibition for ATP or $Na^+$. 5. Arrhenius plot yield two break point at $21^{\circ}$ and $30^{\circ}C$ in the absence of ethanol, whereas showing only one break point at $18^{\circ}C$ in the presence of 8% ethanol. These results suggested that ethanol inhibited Na-K-ATPase activity reversible through a disturbance of microenvironment of lipids associated with the enzyme.

  • PDF

Hydrothermal Growth and Characteristics of ZnO Nanorods on R-plane Sapphire Substrates

  • 김민수;김소아람;남기웅;박형길;윤현식;임재영
    • 한국표면공학회:학술대회논문집
    • /
    • 한국표면공학회 2012년도 춘계학술발표회 논문집
    • /
    • pp.236-237
    • /
    • 2012
  • ZnO nanorods were grown on R-plane sapphire substrates with the seed layers annealed at different temperature. The effects of annealing temperature for the seed layers on the properties of the ZnO nanorods were investigated by scanning electron microscopy, X-ray diffraction, UV-visible spectroscopy, and photoluminescence. For the as-prepared seed layers, the ZnO nanorods and the ZnO nanosheets were observed. Only the ZnO nanorods were grown as the annealing temperature was above $700^{\circ}C$. The optical transmittance in the UV region was almost zero while that in the visible region was gradually increased as the annealing temperature increased to $700^{\circ}C$. The optical band gap of the ZnO nanorods was increased as the annealing temperature increased to $700^{\circ}C$. In the visible region, the refractive index was decreased with increasing the wavelength, and the extinction coefficient was decreased as the annealing temperature increased to $700^{\circ}C$. The non-linear exciton radiative life time of the FX emission peak was established by cubic equation. The values of Varshni's empirical equation fitting parameters were ${\alpha}=4{\times}10^{-3}eV/K$, ${\beta}=1{\times}10^4K$, and $E_g(0)=3.335eV$ and the activation energy was found to be about 94.6 meV.

  • PDF

Stochastic Non-linear Hashing for Near-Duplicate Video Retrieval using Deep Feature applicable to Large-scale Datasets

  • Byun, Sung-Woo;Lee, Seok-Pil
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제13권8호
    • /
    • pp.4300-4314
    • /
    • 2019
  • With the development of video-related applications, media content has increased dramatically through applications. There is a substantial amount of near-duplicate videos (NDVs) among Internet videos, thus NDVR is important for eliminating near-duplicates from web video searches. This paper proposes a novel NDVR system that supports large-scale retrieval and contributes to the efficient and accurate retrieval performance. For this, we extracted keyframes from each video at regular intervals and then extracted both commonly used features (LBP and HSV) and new image features from each keyframe. A recent study introduced a new image feature that can provide more robust information than existing features even if there are geometric changes to and complex editing of images. We convert a vector set that consists of the extracted features to binary code through a set of hash functions so that the similarity comparison can be more efficient as similar videos are more likely to map into the same buckets. Lastly, we calculate similarity to search for NDVs; we examine the effectiveness of the NDVR system and compare this against previous NDVR systems using the public video collections CC_WEB_VIDEO. The proposed NDVR system's performance is very promising compared to previous NDVR systems.

발광영상에 대한 정량화 방법 개발 (Development of Quantification Method for Bioluminescence Imaging)

  • 김현식;최은서;탁윤오;최흥국;이주영;민정준;이병일
    • Nuclear Medicine and Molecular Imaging
    • /
    • 제43권5호
    • /
    • pp.451-458
    • /
    • 2009
  • 목적: 광학적 분자 발광영상은 발광효소를 이용하여 발광하는 빛의 신호를 영상화하는 기법이다. 발광하는 광량이 분자 변화 또는 세포 수와 비례하고 신호 대 잡음비가 좋아서 영상을 얻고, 정략분석이 가능하다. 이 연구에서는 정량적 분석을 위해 비례적 측정 정량화기법을 개발하였다. 대상 및 방법: 개발 중인 ALIS (animal light imaging system) 광학발광영상 카메라에서 박테리아 수를 달리한 박테리아 광원 3가지와 또 다른 3가지 광원을 이용하여 발광영상을 측정하였다. 일정한 세기의 광원에 대해서 측정 방법을 수학적으로 표현하기 위해 cd와 광속의 개념을 이용하여 간단한 수식을 유도하였다. 실험을 통해 측정시간 1초를 기준으로 얻어진 값으로 표준 정량화 함수를 얻었다. 얻어진 정량화 함수를 이용하여 박테리아를 이용한 실험에 필요한 함수의 상수 값을 구했으며, 세 가지 세기가 다른 광원을 이용하여 측정한 값을 측정시간과 함께 정량화 식에 대입하여 측정하였다. 결과: 표준측정함수를 이용하여 측정시간에 비례하는 정량적 값을 얻을 수 있었다. 정량화결과를 측정시간으로 나눠준 값은 일정하였으며, 측정시간에 대비한 비례적 값을 얻을 수 있었다. 결론: 측정한 결과를 정량화 함수에 대입하여 정량화시킨 값은 표준정량화 하기에 적합하였다. 이 정량화 방법은 다른 광학적 분자영상 장비에 적용하여도 빛의 세기를 표준화 시킬 수 있을 뿐 만 아니라 성격이 다른 각각의 광원에 대해서도 보다 정량적인 분석을 시행할 수 있으므로, 새로운 표준 정량화 방법으로 발전시킬 수 있을 것으로 기대한다.

발전용 신종액체 연료의 연소반응성 해석 (Study on the Combustion Reactivity of Residual Oil as a New Fuel for Power Generation)

  • 박호영;서상일;김영주;김태형;정재화;이성호;안광익;정영갑
    • 한국수소및신에너지학회논문집
    • /
    • 제22권4호
    • /
    • pp.534-545
    • /
    • 2011
  • This paper describes the evaluation of kinetic parameters for pyrolysis and carbon char oxidation of residual oil. The non-isothermal pyrolysis of residual oil was carried out with TGA (Thermo-Gravimetric Analyzer) at heating rate of 2, 5, 10 and $20^{\circ}C/min$ up to $800^{\circ}C$ under N2 atmosphere. The first order and nth order pyrolysis models were used to fit the experimental data, and the nth order model was turned out to follow the experimental data more precisely than the first order model. For carbon char oxidation experiment, TGA and four heating rates used in pyrolysis experiment were also adapted. The kinetic parameters for the residual carbon char particle were obtained with three char oxidation model, that is, volume reaction, grain and random pore model. Among them, the random pore model described the char oxidation behaviour quite well, compared to other two models. The non-linear regression method was used to obtain kinetic parameters for both pyrolysis and carbon char oxidation of residual oil.