• 제목/요약/키워드: input coefficient

검색결과 1,039건 처리시간 0.036초

Generation of He I 1083 nm Images from SDO/AIA 19.3 and 30.4 nm Images by Deep Learning

  • Son, Jihyeon;Cha, Junghun;Moon, Yong-Jae;Lee, Harim;Park, Eunsu;Shin, Gyungin;Jeong, Hyun-Jin
    • 천문학회보
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    • 제46권1호
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    • pp.41.2-41.2
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    • 2021
  • In this study, we generate He I 1083 nm images from Solar Dynamic Observatory (SDO)/Atmospheric Imaging Assembly (AIA) images using a novel deep learning method (pix2pixHD) based on conditional Generative Adversarial Networks (cGAN). He I 1083 nm images from National Solar Observatory (NSO)/Synoptic Optical Long-term Investigations of the Sun (SOLIS) are used as target data. We make three models: single input SDO/AIA 19.3 nm image for Model I, single input 30.4 nm image for Model II, and double input (19.3 and 30.4 nm) images for Model III. We use data from 2010 October to 2015 July except for June and December for training and the remaining one for test. Major results of our study are as follows. First, the models successfully generate He I 1083 nm images with high correlations. Second, the model with two input images shows better results than those with one input image in terms of metrics such as correlation coefficient (CC) and root mean squared error (RMSE). CC and RMSE between real and AI-generated ones for the model III with 4 by 4 binnings are 0.84 and 11.80, respectively. Third, AI-generated images show well observational features such as active regions, filaments, and coronal holes. This work is meaningful in that our model can produce He I 1083 nm images with higher cadence without data gaps, which would be useful for studying the time evolution of chromosphere and coronal holes.

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실측 수위에 의한 자갈하천의 조도계수 산정 (Calculation of Roughness Coefficient in Gravel-bed River with Observed Water Levels)

  • 김지성;이찬주;김원
    • 한국수자원학회논문집
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    • 제40권10호
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    • pp.755-768
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    • 2007
  • 본 연구는 자갈하천에서 실측한 자료를 사용하여 유량 변화에 따른 조도계수의 변화를 분석하고, 기존 조도계수 경험식의 적용성을 검토하는 것이 목적이다. 실측자료를 이용한 조도계수의 산정을 위하여 미 지질조사국의 NCALC 모형을 이용하여 대상구간의 조도계수를 산정하였고, 산정된 결과를 4가지 경험적인 방법에 의해 산정된 조도계수와 비교하였다. 분석결과 기존의 경험적 방법들은 홍수기에 국한하여 근사적인 해를 제공할 수 있으나 판단의 주관성, 방법에 따른 결과의 차이 등으로 인하여 산정결과의 불확실도가 높을 것으로 판단되었다. 평저수기의 조도계수는 기존 경험적 방법으로 산정이 어려울 것으로 나타났으며, 특히 Manning 공식을 이용하여 조도계수를 산정하는 경우, 상한치와 하한치의 범위가 크므로 사용 시 주의가 필요함을 알 수 있었다. 그리고 평저수기에도 조도계수와 하상입도가 상관성이 있는 것으로 확인되었으나 홍수기의 상관성과 다르게 나타남을 확인하였다.

연속회분식 반응 공정에서 동역학적 계수 및 미생물합성에 사용된 영양물질 산정 (Estimation of Kinetic Coefficient and Assimilated Nutrients Mass in SBR Process)

  • 지대현;신상우;이광호;이재근
    • 한국물환경학회지
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    • 제23권5호
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    • pp.607-612
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    • 2007
  • In this study, we investigated the variations of the kinetic coefficients and Chemical Oxygen Demand (COD), N and P mass used for assimilation of a sequencing batch reactor (SBR) system with the variation of SRTs; SRTs of 7.5, 10.0, 12.5, 15.0 and 20.0 days were tested in one cycle of SBR operation to determine the optimum conditions for the operation of the SBR and estimate its COD, nitrogen and phosphorus removal efficiencies. The SBR system was operated under the conditions as follows: an operation time of 6 hours per cycle, a hydraulic retention time (HRT) of 12 hours, an influent COD loading of $0.4kg/m^3/day$, and an influent nitrogen loading of $0.068kgT-N/m^3/day$. The yield coefficient (Y) and decay rate coefficient ($k_d$) were estimated to be 0.4198 kgMLVSS/kgCOD and $0.0107day^{-1}$ by calculating the removal rate of substrate according to the variation of SRT. Considering total nitrogen amount removed by sludge waste process, eliminated by denitrification, and in clarified water effluent with reference to 150 mg/cycle of influent nitrogen amount, the percentage of nitrogen mass balance from the ratio of the nitrogen amount in effluent (N output) to that in influent (N input) for Runs 1~5 were 95.5, 97.0, 95.5, 99.5, and 95.5%, respectively, which is well accounted for, with mass balances close to 100%.

Matching 조건을 이용한 강인한 극점배치 방법 (Robust pole placement method using matching condition)

  • 신준호;정정주;서병설
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1997년도 한국자동제어학술회의논문집; 한국전력공사 서울연수원; 17-18 Oct. 1997
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    • pp.696-699
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    • 1997
  • In this paper, we presents that for discrete system with matched perturbation of uncertain parameters in the state coefficient matrix A(i.e., with perturbation of A in the range of the input matrix B), the poles of the perturbed closed loop system can be placed into the preassigned circle by the static-state feedback. We discuss the robust stabilization of the system satisfying the matching condition and application to the controller design problem.

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Nonlinear interaction and dynamic compensators

  • Ishijima, Shintaro;Kojima, Akira
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1993년도 한국자동제어학술회의논문집(국제학술편); Seoul National University, Seoul; 20-22 Oct. 1993
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    • pp.558-561
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    • 1993
  • The main difference between a linear system and a nonlinear system is the existence of direct interactions between input signals. These interactions will be classified into three types, (1) self-interaction among different order terms of control signals, (2) static mutual interactions between the control signals, and (3) dynamic interactions through the coefficient venctor fields of the control variables. In this paper, we will show that interactions of type (2) and (3) can be avoided by applying an appropriate dynamic compensator, while the interaction of type (1) is fatal.

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Long Range UHF RFID Tag with a Rectangular Metallic Cavity Structure

  • Yeo, Jun-Ho
    • Journal of electromagnetic engineering and science
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    • 제10권3호
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    • pp.121-126
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    • 2010
  • A long range UHF RFID tag with a rectangular metallic cavity structure is proposed for various applications with metallic objects. The proposed tag consists of a rectangular metallic cavity structure and a folded dipole antenna which is located on top of the cavity. The tag is designed for Korean UHF RFID band(910~914 MHz) and the bandwidth, which satisfies the -10 dB input reflection coefficient requirement, is approximately 1.3 %(904~916 MHz). Measurement demonstrates that the proposed tag shows long reading range up to 15 m when it is placed on a metallic plate.

코어없는 초박형 PCB 변압기를 이용한 무접점 전력변환 회로 (A Contactless Energy Transfer Circuit Using Coreless Low-profile PCB Transformer)

  • 최병조
    • 전력전자학회:학술대회논문집
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    • 전력전자학회 2000년도 전력전자학술대회 논문집
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    • pp.505-508
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    • 2000
  • A coreless printed circuit board(PCB) transformer is employed in a contactless energy transfer circuit that achieves an efficient power conversion at the presence of a considerable airgap between the source and the load side. A half-bridge series resonant converter is selected as the contactless energy transfer circuit in order to minimize the detrimental effects of large leakage inductance small magnetizing inductance and poor coupling coefficient of the coreless PCB transformer. The operation and performance of the proposed contactless power converter are verified on a 7 W experimental circuit that provides an 18V/0.4A output from a 210-370 V input source.

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Analysis of Data Spectral Regrowth from Nonlinear Amplification

  • Amoroso, Frank;Monzingo, Robert A.
    • Journal of Communications and Networks
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    • 제1권2호
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    • pp.81-85
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    • 1999
  • The regrowth of OQPSK power spectral sidelobes from AM/AM and AM/PM amplifier nonlinearity is analyzed. The time-domain expression for amplifier output shows how spectral re-growth will depend on the cubic coefficient of the Taylor's series of the amplifier nonlinearity as well as input amplitude ripple. Closed form spectrum calculations show that the spectral sidelobes produced by AM/PM take the same form as those produced by AM/AM. The rate of growth of AM/PM sidelobes is, however, not as great as for AM/AM.

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수중운동체에 대한 $H_{\infty}$ 제어기 설계와 비선형 시뮬레이션 (Design of $H_{\infty}$ Controller for Underwater Vehicle and Nonlinear Simulation)

  • 전찬식;김종해박홍배
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 1998년도 하계종합학술대회논문집
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    • pp.215-218
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    • 1998
  • In this paper, we design the $H_{\infty}$ controllers satisfying robust stability and performance for underwater vehicle. The underwater vehicle has computations delay time and input delay. In addition, there exist parameter uncertainties by the roll motion coefficient error, buoyance error, and gravity error. We design the $H_{\infty}$ controllers using model-matching method and check the performance of the proposed controller by nonlinear simulation which includes time delay model, sensor error model, and actuator model.

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연속정상 1차 Gauss-Markov 신호원에 대한 형태론적 여파기의 통계적 분석 (The Statistical Analysis of Morphological Filters for a Continuous Stationary lst-Order Gauss-Markov Source)

  • 김한균;윤정민;나상신;최태영
    • 전자공학회논문지B
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    • 제32B권6호
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    • pp.899-908
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    • 1995
  • In this paper, the probabilistic relations of dual morphological operations, such as dilation and erosion, closing and opening, and close- open and open-close, and the statistical properties for a continuous stationary lst order Gauss-Markov source are analyzed. The result is that the dual filters have symmetrical means and skews, and equal variances. Also, the statistics of morphological filters are very similar with those of input source, as correlation coefficient increases.

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