• 제목/요약/키워드: correction models

검색결과 526건 처리시간 0.026초

광대역 정규 프로세스에 대한 주파수 영역 기반 피로해석법의 적용성에 관한 연구 II : 광대역 피로예측 모델 (Study on Applicability of Frequency Domain-Based Fatigue Analysis for Wide Band Gaussian Process II : Wide Band Prediction Models)

  • 정준모;김경수;남지명;구정본;김민수;심용래;엄항섭
    • 대한조선학회논문집
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    • 제49권4호
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    • pp.359-366
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    • 2012
  • This is the final one of the two companion papers dealing with accuracy of accumulated fatigue damage estimation under wide band process. It is stated that four kinds of wide band models exist: typed of equivalent stress, combined PDF, correction factor, and damage combination. For the idealized ESDs from full scale measurement data on an 8100TEU container vessel, fatigue damages are compared for a narrow band prediction model based on Rayleigh PDF and five wide band fatigue prediction models of Dirlik, Wirsching-Light, Jiao-Moan, Benasciutti and DNV. DNV model consistently overestimates fatigue damages regardless of variation of ESDs. Predictions by Jiao-Moan model, which is understood as standard method for design of offshore platforms, are also in conservative side. Best accuracy is found from the results by Dirlik and Benasciutti models, but Benasciutti model is preferred since it can easily combined with narrow band fatigue damage based on Rayleigh PDF.

High-Capacity Robust Image Steganography via Adversarial Network

  • Chen, Beijing;Wang, Jiaxin;Chen, Yingyue;Jin, Zilong;Shim, Hiuk Jae;Shi, Yun-Qing
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제14권1호
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    • pp.366-381
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    • 2020
  • Steganography has been successfully employed in various applications, e.g., copyright control of materials, smart identity cards, video error correction during transmission, etc. Deep learning-based steganography models can hide information adaptively through network learning, and they draw much more attention. However, the capacity, security, and robustness of the existing deep learning-based steganography models are still not fully satisfactory. In this paper, three models for different cases, i.e., a basic model, a secure model, a secure and robust model, have been proposed for different cases. In the basic model, the functions of high-capacity secret information hiding and extraction have been realized through an encoding network and a decoding network respectively. The high-capacity steganography is implemented by hiding a secret image into a carrier image having the same resolution with the help of concat operations, InceptionBlock and convolutional layers. Moreover, the secret image is hidden into the channel B of carrier image only to resolve the problem of color distortion. In the secure model, to enhance the security of the basic model, a steganalysis network has been added into the basic model to form an adversarial network. In the secure and robust model, an attack network has been inserted into the secure model to improve its robustness further. The experimental results have demonstrated that the proposed secure model and the secure and robust model have an overall better performance than some existing high-capacity deep learning-based steganography models. The secure model performs best in invisibility and security. The secure and robust model is the most robust against some attacks.

Climate changes impact on water resourcesinYellowRiverBasin,China

  • Zhu, Yongnan;Lin, Zhaohui;Wang, Jianhua;Zhao, Yong
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2016년도 학술발표회
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    • pp.203-203
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    • 2016
  • The linkage between climate change and water security, i.e., the response of water resource to the future climate change, have been of great concern to both scientific community and policy makers. In this study, the impact of future climate on water resources in Yellow River Basin in North of China has been investigated using the Coupled Land surface and Hydrology Model System (CLHMS) and IPCC AR5 projected future climate change in the basin. Firstly, the performances of 14 IPCC AR5 models in reproducing the observed precipitation and temperature in China, especially in North of China, have been evaluated, and it's suggested most climate models do show systematic bias compared with the observation, however, CNRM-CM5、HadCM5 and IPSL-CM5 model are generally the best models among those 14 models. Taking the daily projection results from the CNRM-CM5, along with the bias-correction technique, the response of water resources in Yellow river basin to the future climate change in different emission scenarios have been investigated. All the simulation results indicate a reduction in water resources. The current situation of water shortage since 1980s will keep continue, the water resources reduction varies between 28 and 23% for RCP 2.6 and 4.5 scenarios. RCP 8.5 scenario simulation shows a decrease of water resources in the early and mid 21th century, but after 2080, with the increase of rainfall, the extreme flood events tends to increase.

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통화론적 접근방법에 근거한 외환위기 전후 원/달러 환율결정에 대한 비교분석 (The Monetary Approach to Exchange Rate Determination for Korea)

  • 한규숙;오유진
    • 응용통계연구
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    • 제23권1호
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    • pp.81-93
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    • 2010
  • 1990년 시장평균환율제도에서 1997년 외환위기 이후 자유변동환율제도까지 환율제도의 변경과 더불어 자본시장 자율화로 인하여 환율의 변동성이 증대되고 있다. 이와 같은 환율 변동성의 증대는 우리나라와 같은 소규모 개방경제와 수출중심의 경제기반 하에서 주요관심사가 아닐 수 없다. 이에 본 연구는 자유변동환율제도를 설명하기 위해 이론적으로 고안된 통화론적 접근방법을 적용하여 우리나라의 대미 환율 결정요인을 실증적으로 분석하였다. 이들 모형에 근거하여 설명변수로는 통화량과 소득, 이지율, 자본수지, 엔화환율, 교역조건 등을 선택하였다. 또한 분석기간을 1990년부터 2009 년으로 하여 외환위기 전 후 균형관계의 차이를 비교분석할수 있도록 하였다. 공적분 검정과 벡터오차수정모형을 통한 실증분석 결과, 우리나라에서도 통화적 접근방법은 자유변동환율제도 기간인 외환위기 이후기간에 더 설명력 있는 것으로 나타났다. 외환위기 이후기간에는 통화량, 소득, 단기이자율로 구성된 가격신축적 Bilson 모형이 가장 우세하였으며, 환율과 장기적 관계에 았는 변수들이 환율의 단기변동에도 영향을 미치는 것으로 드러났다.

기후변화에 따른 수자원 영향 평가를 위한 Regional Climate Model 강수 계열의 특성 분석 (Analysis of Precipitation Characteristics of Regional Climate Model for Climate Change Impacts on Water Resources)

  • 권현한;김병식;김보경
    • 대한토목학회논문집
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    • 제28권5B호
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    • pp.525-533
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    • 2008
  • 대부분의 기후변화 연구에서 Global Circulation Model (GCM)을 수문 모형에 입력하여 수자원 영향 분석을 실시해오고 있다. 국외를 중심으로 기존 GCM보다 해상도가 높은 Regional Climate Model(RCM)을 이용한 분석이 일부 시행되고 있으나, 국내에서는 자료에 가용 여부 및 적용성의 검토가 아직 미비한 실정이다. 이러한 관점에서 본 연구에서는 27 km의 해상도를 갖는 기상청 RegCM3 RCM에서 도출된 기후변화 SRES 시나리오 자료에 대한 적합성을 평가 하기 위해서 국내 주요지점에 근접한 격자자료를 RCM으로부터 추출하였다. 이에 대한 수문학적 통계 특성치 분석, Wavelet Transform 분석, EOF 분석 등을 실시하여 실측 강수자료와 비교 검토하였다. RegCM3로부터 유도된 기후변화 시나리오는 수문학적 저빈도 특성을 비교적 잘 모의하는 것으로 나타났으며, 이에 대한 시공간적 특성 또한 실측자료와 대체적으로 유사한 거동을 보여주었다. 그러나 일부 시공간적으로 왜곡되어 발생하는 지역을 발견할 수 있었으며, 또한 RCM으로부터 유도된 기상자료는 실측치에 비해 상대적으로 자료의 변동성(분산)이 약하게 나타나는 경향이 있었다. 이러한 관점에서 이들 자료를 수자원분야에 활용하기 위해서는 실측치를 바탕으로 이들 편의에 대한 보정(bias correction)이 고려되어야 할 것으로 사료된다.

댐 붕괴에 의한 토양 거동 시뮬레이션 (Simulation of Soil Behavior due to Dam Break Using Moving Particle Simulation)

  • 김경성;박동우
    • 한국해양공학회지
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    • 제31권6호
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    • pp.388-396
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    • 2017
  • A Lagrangian approach based computational fluid dynamics (CFD) was used to simulate large and/or sharp deformations and fragmentations of interfaces, including free surfaces, through tracing each particle with physical quantities. According to the concept of the particle-based CFD method, it is possible to apply it to both fluid particles and solid particles such as sand, gravel, and rock. However, the presence of more than two different phases in the same domain can make it complicated to calculate the interaction between different phases. In order to solve multiphase problems, particle interaction models for multiphase problems, including surface tension, buoyancy-correction, and interface boundary condition models, were newly adopted into the moving particle semi-implicit (MPS) method. The newly developed MPS method was used to simulate a typical validation problem involving dam breaking. Because the soil and other particles, excluding the water, may have different viscosities, various viscosity coefficients were applied in the simulations for validation. The newly developed and validated MPS method was used to simulate the mobile beds induced by broken dam flows. The effects of the viscosity on soil particles were also investigated.

Error Compensation Algorithm for Higher Surface Accuracy of Freeform Mirrors Based On the Method of Least Squares

  • Jeong, Byeongjoon;Pak, Soojong;Kim, Sanghyuk;Lee, Kwang Jo;Chang, Seunghyuk;Kim, Geon Hee;Hyun, Sangwon;Jeon, Min Woo
    • 천문학회보
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    • 제40권2호
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    • pp.40.1-40.1
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    • 2015
  • Off-axis reflective optical systems have attractive advantages relative to their on-axis or refractive counterparts, for example, zero chromatic aberration, no obstruction, and a wide field of view. For the efficient operation of off-axis reflective system, the surface accuracy of freeform mirrors should be higher than the order of wavelengths at which the reflective optical systems operate. Especially for applications in shorter wavelength regions, such as visible and ultraviolet, higher surface accuracy of freeform mirrors is required to minimize the light scattering. In this work, we propose the error compensation algorithm (ECA) for the correction of wavefront errors on freeform mirrors. The ECA converts a form error pattern into polynomial expression by fitting a least square method. The error pattern is measured by using an ultra-high accurate 3-D profilometer (UA3P, Panasonic Corp.). The measured data are fitted by two fitting models: Sag (Delta Z) data model and form (Z) data model. To evaluate fitting accuracy of these models, we compared the fitted error patterns with the measured error pattern.

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밀도검층의 효과적인 현장 적용을 위한 모형 보정공 건설과 밀도 보정 기초연구 (Construction of calibration models and calibrating experiment for efficient Held application of density log)

  • 김지훈;공남영;;김영화
    • 한국지구물리탐사학회:학술대회논문집
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    • 한국지구물리탐사학회 2005년도 제7회 특별심포지움 논문집
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    • pp.73-82
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    • 2005
  • 국내에서 처음으로 지구물리검층 보정을 위한 모형시추공이 건설되었으며 이들 모형시추공을 이용한 검출기 보정실험과 케이싱보정을 위한 기초실험을 실시하였다. 여기서는 세 가지 밀도와 세 가지공경으로 구성되는 모형 시추공의 건설 과정과 재원을 소개하고 이를 이용하여 구해진 선형 관계의 밀도-검출기 반응식을 검토하였다. 아울러 케이싱 보정을 위한 기초연구 결과 이격 보정용 차트가 제시되었고 이를 이용하여 이격 정도를 모르는 현장 측정에서도 참 밀도를 구할 수 있음을 밝혔다.

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Lattice Boltzmann 방법을 사용한 자연대류 해석에서 열모델의 선택에 관한 연구 (A STUDY ON THE CHOICE OF THERMAL MODELS IN THE COMPUTATION OF NATURAL CONVECTION WITH THE LATTICE BOLTZMANN METHOD)

  • 최석기;김성오
    • 한국전산유체공학회지
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    • 제16권4호
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    • pp.7-13
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    • 2011
  • A comparative analysis of thermal models in the lattice Boltzmann method(LBM) for the simulation of laminar natural convection in a square cavity is presented. A HYBRID method, in which the thermal equation is solved by the Navier-Stokes equation method while the mass and momentum conservation are resolved by the lattice Boltzmann method, is introduced and its merits are explained. All the governing equations are discretized on a cell-centered, non-uniform grid using the finite-volume method. The convection terms are treated by a second-order central-difference scheme with a deferred correction method to ensure stability of the solutions. The HYBRID method and the double-population method are applied to the simulation of natural convection in a square cavity and the predicted results are compared with the benchmark solutions given in the literatures. The predicted results are also compared with those by the conventional Navier-Stokes equation method. In general, the present HYBRID method is as accurate as the Navier-Stokes equation method and the double-population method. The HYBRID method shows better convergence and stability than the double-population method. These observations indicate that this HYBRID method is an efficient and economic method for the simulation of incompressible fluid flow and heat transfer problem with the LBM.

Digital Control Strategy for Single-phase Voltage-Doubler Boost Rectifiers

  • Cho, Young-Hoon;Mok, Hyung-Soo;Ji, Jun-Keun;Lai, Jih-Sheng
    • Journal of Power Electronics
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    • 제12권4호
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    • pp.623-631
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    • 2012
  • In this paper, a digital controller design procedure is presented for single-phase voltage-doubler boost rectifiers (VDBR). The model derivation of the single-phase VDBR is performed in the s-domain. After that the simplified equivalent z-domain models are derived. These z-domain models are utilized to design the input current and the output dc-link voltage controllers. For the controller design in the z-domain, the traditional K-factor method is modified by considering the nature of the digital controller. The frequency pre-warping and anti-windup techniques are adapted for the controller design. By using the proposed method, the phase margin and the control bandwidth are accurately achieved as required by controller designers in a practical frequency range. The proposed method is applied to a 2.5 kVA single-phase VDBR for Uninterruptible Power Supply (UPS) applications. From the simulation and the experimental results, the effectiveness of the proposed design method has been verified.