• Title/Summary/Keyword: differential transform method

Search Result 199, Processing Time 0.022 seconds

Enhanced Markov-Difference Based Power Consumption Prediction for Smart Grids

  • Le, Yiwen;He, Jinghan
    • Journal of Electrical Engineering and Technology
    • /
    • 제12권3호
    • /
    • pp.1053-1063
    • /
    • 2017
  • Power prediction is critical to improve power efficiency in Smart Grids. Markov chain provides a useful tool for power prediction. With careful investigation of practical power datasets, we find an interesting phenomenon that the stochastic property of practical power datasets does not follow the Markov features. This mismatch affects the prediction accuracy if directly using Markov prediction methods. In this paper, we innovatively propose a spatial transform based data processing to alleviate this inconsistency. Furthermore, we propose an enhanced power prediction method, named by Spatial Mapping Markov-Difference (SMMD), to guarantee the prediction accuracy. In particular, SMMD adopts a second prediction adjustment based on the differential data to reduce the stochastic error. Experimental results validate that the proposed SMMD achieves an improvement in terms of the prediction accuracy with respect to state-of-the-art solutions.

열경화성 고분자 복합재 구조물의 축대칭 유한요소해석 (Axisymmetric Finite Element Analysis of Decomposing Polymeric Composites and Structures)

  • 이선표
    • 연구논문집
    • /
    • 통권24호
    • /
    • pp.81-96
    • /
    • 1994
  • To investigate failure mechanisms observed in carbon-phenolic thermal insulators, differential equations which govern the decomposition process in a deformable anisotropic porous solid are derived for three-dimensional axisymmetric constructions. The governing equations not only couple the material deformation with pore pressure, but also couple pressure and temperature, which means that heat convected by the pyrolysis gases is properly accounted for. Then the Bubnov-Galerkin finite element method is applied to these equations to transform them into a semidescrete finite element system. A thermal insulation liner in the cowl region under typical operating conditions is analyzed to find a mechanism for plylift. The results from the structural analysis show across-ply failure in the cowl zone. The mechanism for plylift is hypothesized as a sequential procedure : 1) the across-ply failure which is the precursor to plylift and 2) the local fiber buckling caused by generation of excessive in-plane compressive stress. To prevent plylift, the across-ply stress can be reduced by using appropriate material ply angles in cowl zone design.

  • PDF

PEGylation of Silk Fibroin Model Peptide

  • Kweon, Hae-Yong;Jo, You-Young;Yeo, Joo-Hong;Woo, Soon-Ok;Han, Sang-Mi;Lee, Kwang-Gill
    • International Journal of Industrial Entomology and Biomaterials
    • /
    • 제20권2호
    • /
    • pp.87-91
    • /
    • 2010
  • Silk fibroin model peptide, alanine pentamer was synthesized through solid-phase method and modified with poly(ethylene glycol). Nuclear magnetic resonance spectrometry and Fourier-transform infrared spectroscopy showed the conformation of alanine pentamer, $\beta$-sheet structure and random coil conformation were not changed with PEGylation. Differential scanning calorimetry showed that relatively strong exothermic peak around $180^{\circ}C$ by PEGylation. No cytotoxicity of PEGylated pentamer was observed by L929 cell proliferation test.

Characterization of Zirconium Sulfate Supported on Zirconia and Activity for Acid Catalysis

  • 손종락;권태동;김상복
    • Bulletin of the Korean Chemical Society
    • /
    • 제22권12호
    • /
    • pp.1309-1315
    • /
    • 2001
  • Zirconium sulfate supported on zirconia catalysts were prepared by impregnation of powdered $Zr(OH)_4$ with zirconium sulfate aqueous solution followed by calcining in air at high temperature. The characterization of prepared catalysts was performed using Fourier transform infrared (FTIR), X-ray diffraction (XRD), differential scanning calorimetry (DSC), and by the measurement of surface area. The addition of zirconium sulfate to zirconia increased the phase transition temperature of $ZrO_2$ from amorphous to tetragonal due to the interaction between zirconium sulfate and zirconia, and the specific surface area and acidity of catalysts increased in proportion to the zirconium sulfate content up to 10 wt% of $Zr(SO_4)_2$. Infrared spectra of ammonia adsorbed on $Zr(SO_4)2}ZrO_2$ showed the presence of Bronsted and Lewis acid sites on the surface. $10-Zr(SO_4)_2}ZrO_2$ calcined at $600^{\circ}C$ exhibited maximum catalytic activities for 2-propanol dehydration and cumene dealkylation. The catalytic activities for both reactions were correlated with the acidity of catalysts measured by ammonia chemisorption method.

Preparation and Characterization of Sol-Gel Derived $SiO_2-TiO_2$ -PDMS Composite Films

  • 황진명;여창선;김유항
    • Bulletin of the Korean Chemical Society
    • /
    • 제22권12호
    • /
    • pp.1366-1370
    • /
    • 2001
  • Thin films of the SiO2-TiO2-PDMS composite material have been prepared by the sol-gel dip coating method. Acid catalyzed solutions of tetraethoxy silane (TEOS) and polydimethyl siloxane (PDMS) mixed with titanium isopropoxide Ti(OiPr) were used as precursors. The optical and structural properties of the organically modified 70SiO2-30TiO2 composite films have been investigated with Fourier Transform Infrared Spectroscopy (FT-IR), UV-Visible Spectroscopy (UV-Vis), Differential Thermal Analysis (DTA) and prism coupling technique. The films coated on the soda-lime-silicate glass exhibit 450-750 nm thickness, 1.56-1.68 refractive index and 88-94% transmittance depending on the experimental parameters such as amount of PDMS, thermal treatment and heating rate. The optical loss of prepared composite film was measured to be about 0.34 dB/cm.

ANALYTIC SOLUTION OF HIGH ORDER FRACTIONAL BOUNDARY VALUE PROBLEMS

  • Muner M. Abou Hasan;Soliman A. Alkhatib
    • Nonlinear Functional Analysis and Applications
    • /
    • 제28권3호
    • /
    • pp.601-612
    • /
    • 2023
  • The existence of solution of the fractional order differential equations is very important mathematical field. Thus, in this work, we discuss, under some hypothesis, the existence of a positive solution for the nonlinear fourth order fractional boundary value problem which includes the p-Laplacian transform. The proposed method in the article is based on the fixed point theorem. More precisely, Krasnosilsky's theorem on a fixed point and some properties of the Green's function were used to study the existence of a solution for fourth order fractional boundary value problem. The main theoretical result of the paper is explained by example.

영상의 명암대비 향상을 위한 차별적 압축 방법 기반의 히스토그램 평활화 (Histogram Equalization based on Differential Compression for Image Contrast Enhancement)

  • 이재원;홍성훈
    • 방송공학회논문지
    • /
    • 제19권1호
    • /
    • pp.96-108
    • /
    • 2014
  • 기존 히스토그램 평활화 방법을 사용하여 영상의 명암대비를 증가시킬 경우 과도한 밝기 변화로 인한 과포화 현상(over-enhancement), 계조현상(false contouring) 및 영상의 세부 정보가 없어지는 등의 왜곡이 발생한다. 특히 밝기 분포가 특정한 밝기 레벨에 밀집되어 있는 경우 이러한 왜곡이 두드러지게 나타나게 된다. 이러한 문제를 해결하기 위하여 임계치를 이용한 히스토그램 클리핑을 통해 입력 히스토그램을 변형하는 개선된 평활화 방법들이 제시되었지만, 입력영상의 히스토그램 특성을 고려하지 않고 전체 히스토그램에 대해 동일한 임계치를 적용하기 때문에 명암대비 향상효과가 감소하고, 입력 영상의 특성을 유지하지 못해 부자연스러운 영상이 얻어지기도 한다. 본 논문에서는 기존 방식에서 발생하는 문제를 해결하기 위하여 입력영상의 히스토그램의 빈도수에 따른 차별적 압축방법을 적용하여 과도한 밝기 변화가 발생하는 문제를 억제하면서도 입력영상의 특성을 유지하는 새로운 평활화 방식을 제 안한다. 또한 입력영상의 특성에 따라 압축률의 강도를 제어하여 보다 효과적으로 명암대비 향상을 수행하는 방법을 제시한다.

Cobalt가 치환된 Barium Ferrite 분말 제조 시 자기적 특성변화 (Changes in Magnetic Properties When Manufacturing Cobalt-substituted Barium Ferrite Powder)

  • 엄명헌;연제욱;이차진;하범용
    • 한국산학기술학회논문지
    • /
    • 제21권10호
    • /
    • pp.30-39
    • /
    • 2020
  • 본 연구에서는 Sol-Gel 방법을 이용하여 단일상의 Barium ferrite 분말을 제조하였으며, 이때 Ba에 대한 Fe(Fe/Ba)의 몰비와 열처리 온도를 달리하여 단일상의 Barium ferrite를 제조하기 위한 최적의 실험조건을 찾고자 하였다. 또한 고밀도 자기기록매체에 사용되기 위한 2.5 ~ 5.5 kOe 크기의 보자력을 가지는 ferrite 미립자 제조를 위해 보자력 제어에 뛰어난 효과를 지닌 cobalt를 첨가제로 하여 cobalt가 치환된 Barium ferrite 미립자를 제조하고 이들에 대한 자기적 특성 변화를 조사하였다. 제조된 Barium ferrite의 결정구조 및 단일상의 합성여부를 확인하기 위해 X-Ray Diffractometer(XRD), Thermogravimetric-Differential Thermal Analysis(TG-DTA), Field Emission Scanning Electron Microscope(FE-SEM)을 이용하여 분석하였으며, 화학적 구조와 조성의 분석을 위해 Fourier Transform Infrared Spectroscopy(FT-IR), Energy Dispersive X-Ray Spectrometer(EDS)를 사용하였다. 또한 Vibrating Sample Magnetometer(VSM)을 통해 cobalt가 치환된 Barium ferrite 분말의 보자력을 측정하였다. 그 결과 단일상의 Barium ferrite는 Fe/Ba의 몰비가 10, 900 ℃의 열처리 온도에서 가장 잘 합성되었다. Co의 첨가량이 증가할수록 보자력은 감소하였으며 Fe에 대한 Co(Co/Fe)의 몰비가 0.16 이내 일 때, 고밀도 자기기록매체에 사용할 수 있는 보자력 값인 2.5 ~ 5.5 kOe를 가지는 Barium ferrite가 합성되었다.

진공증착법을 이용한 PVDF 박막의 제작 (The manufacture of poly(vinylidene fluoride) thin film through vapor deposition method)

  • 박수홍;임응춘;한상옥;진경시;정해덕;박강식;이덕출
    • 대한전기학회:학술대회논문집
    • /
    • 대한전기학회 1995년도 하계학술대회 논문집 C
    • /
    • pp.1190-1192
    • /
    • 1995
  • Poly(vinylidene fluoride)(PVDF) is one of the most studied polymers in the latest date. The interest in PVDF lies in its remarkable piezoelectric and pyroelectric properties. Also, PVDF has at least four known crystalline structures(; they are referred to as the ${\alpha},\;{\beta},\;{\gamma}\;and\;{\alpha}_p$ phase or forms II, I, III and $IV_p$). In this study, the manufactured PVDF thin film through vapor deposition method had form II(; the glass at $70^{\circ}C$). This thin film was investigated by x-ray diffraction(XRD), Fourier Transform Infrared(FT-IR) spectroscopy and Differential Thermal Analysis(DTA). XRD and FT-IR indicate crystallization forms from the glass at $70^{\circ}C$ into form II.

  • PDF

Synthesis and luminescence properties of lanthanum oxides/hydroxides nanorod bundles

  • Hussain, Sk. Khaja;Raju, G. Seeta Rama;Yu, Jae Su
    • 한국진공학회:학술대회논문집
    • /
    • 한국진공학회 2015년도 제49회 하계 정기학술대회 초록집
    • /
    • pp.171.2-171.2
    • /
    • 2015
  • Nowadays, trivalent rare-earth ($RE^{3+}$) ions activated metal oxides have been proved to be excellent host materials due to their various applications. Facile wet-chemical technique have been considered as the best synthetic route due its intensive interest in the preparation of nanostructures. Europium ion doped lanthanum hydroxide ($La(OH)_3:Eu^{3+}$) phosphors were synthesized by the facile wet chemical method using the hexamethylenetetramine (HMTA) as a mediated surfactant. The thermal behavior for the $La(OH)_3:Eu^{3+}$ phosphors was investigated by thermogravimetric and differential thermal analysis method. The morphological studies were measured by scanning electron microscope and transmission electron microscope measurements, indicating three-dimensional (3D) flower-like $La(OH)_3:Eu^{3+}$ nanorod bundles. After subsequent annealing process, the lanthanum oxide ($La_2O_3:Eu^{3+}$) phosphor exhibited similar kind of morphology. The synthesized $La(OH)_3:Eu^{3+}$ and $La_2O_3:Eu^{3+}$ samples were characterized by X-ray powder diffraction and Fourier transform infrared spectroscopy. Furthermore, photoluminescence and cathodoluminescence properties were studied in details.

  • PDF