• 제목/요약/키워드: Proper Model

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유전자 알고리즘을 이용한 최적의 분산 데이터베이스 시스템 설계 (The Optimal Distributed Database System Design Using the Genetic Algorithm)

  • 고석범;윤성대
    • 한국정보처리학회논문지
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    • 제7권9호
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    • pp.2797-2806
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    • 2000
  • 최근에 정보네트워크 사용자의 급증에 따라 DDS(Distributed Database System)는 VAN(Value Added Network)상에서 구현되었다. DDS는 지역적으로 분산된 작업환경에서 중앙집중식 데이터베이스 구축보다 여러 측면에서 장점이 있으나 불합리한 설계는 컴퓨터 및 네트워크 자원의 비효율적 사용에 의한 비용의 증가와 데이터 유지를 위한 복잡도의 증가를 야기한다. DDS 설계시 각 사이트에서 적절한 컴퓨터를 선택하는 문제와 단편화된 데이터를 적절한 사이트에 할당하는 문제가 중요하다. VAN 상에서 컴퓨터 선택과 데이터 파일의 할당은 응답대기시간(waited response time)과 투자비용(investment cost)의 상관관계를 반드시 고려하여 결정되어야 하므로, 본 논문에서는 각 컴퓨터와 파일의 할당의 영향에 따라 두 목적함수의 상관관계를 고려한다. 특히, 응답대기 시간에 대한 보다 실제적인 평가를 위해 M/M/1 큐잉 시스템을 기초로 하여 설계한다. 제안된 설계모델은 경험적 탐색법 중의 하나인 유전자 알고리즘(Genetic Algorithm)의 적용을 통해 효율적인 해의 탐색을 시도하고 제안된 수학적 모델과 알고리즘의 성능 검토를 위해 모의실험 및 결과분석을 한다.

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Effect of aerodynamic modifications on the surface pressure patterns of buildings using proper orthogonal decomposition

  • Tse, K.T.;Chen, Zeng-Shun;Lee, Dong-Eun;Kim, Bubryur
    • Wind and Structures
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    • 제32권3호
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    • pp.227-238
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    • 2021
  • This study analyzed the pressure patterns and local pressure of tall buildings with corner modifications (recessed and chamfered corner) using wind tunnel tests and proper orthogonal decomposition (POD). POD can distinguish pressure patterns by POD mode and more dominant pressure patterns can be found according to the order of POD modes. Results show that both recessed and chamfered corners effectively reduced wind-induced responses. Additionally, unique effects were observed depending on the ratio of corner modification. Tall building models with recessed corners showed fluctuations in the approaching wind flow in the first POD mode and vortex shedding effects in the second POD mode. With large corner modification, energy distribution became small in the first POD mode, which shows that the effect of the first POD mode reduced. Among building models with chamfered corners, vortex shedding effects appeared in the first POD mode, except for the model with the highest ratio of corner modifications. The POD confirmed that both recessed and chamfered corners play a role in reducing vortex shedding effects, and the normalized power spectral density peak value of modes showing vortex shedding was smaller than that of the building model with a square section. Vortex shedding effects were observed on the front corner surfaces resulting from corner modification, as with the side surface. For buildings with recessed corners, the local pressure on corner surfaces was larger than that of side surfaces. Moreover, the average wind pressure was effectively reduced to 88.42% and 92.40% in RE1 on the windward surface and CH1 on the side surface, respectively.

신경회로망과 확률모델을 이용한 근전도신호의 패턴분류에 관한 연구 (A Study on the Pattern Classificatiion of the EMG Signals Using Neural Network and Probabilistic Model)

  • 장영건;권장우;장원환;장원석;홍성홍
    • 전자공학회논문지B
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    • 제28B권10호
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    • pp.831-841
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    • 1991
  • A combined model of probabilistic and MLP(multi layer perceptron) model is proposed for the pattern classification of EMG( electromyogram) signals. The MLP model has a problem of not guaranteeing the global minima of error and different quality of approximations to Bayesian probabilities. The probabilistic model is, however, closely related to the estimation error of model parameters and the fidelity of assumptions. A proper combination of these will reduce the effects of the problems and be robust to input variations. Proposed model is able to get the MAP(maximum a posteriori probability) in the probabilistic model by estimating a priori probability distribution using the MLP model adaptively. This method minimize the error probability of the probabilistic model as long as the realization of the MLP model is optimal, and this is a good combination of the probabilistic model and the MLP model for the usage of MLP model reliability. Simulation results show the benefit of the proposed model compared to use the Mlp and the probabilistic model seperately and the average calculation time fro classification is about 50ms in the case of combined motion using an IBM PC 25 MHz 386model.

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Software for biaxial cyclic analysis of reinforced concrete columns

  • Shirmohammadi, Fatemeh;Esmaeily, Asad
    • Computers and Concrete
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    • 제17권3호
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    • pp.353-386
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    • 2016
  • Realistic assessment of the performance of reinforced concrete structural members like columns is needed for designing new structures or maintenance of the existing structural members. This assessment requires analytical capability of employing proper material models and cyclic rules and considering various load and displacement patterns. A computer application was developed to analyze the non-linear, cyclic flexural performance of reinforced concrete structural members under various types of loading paths including non-sequential variations in axial load and bi-axial cyclic load or displacement. Different monotonic material models as well as hysteresis rules, were implemented in a fiber-based moment-curvature and in turn force-deflection analysis, using proper assumptions on curvature distribution along the member, as in plastic-hinge models. Performance of the program was verified against analytical results by others, and accuracy of the analytical process and the implemented models were evaluated in comparison to the experimental results. The computer application can be used to predict the response of a member with an arbitrary cross section and various type of lateral and longitudinal reinforcement under different combinations of loading patterns in axial and bi-axial directions. On the other hand, the application can be used to examine analytical models and methods using proper experimental data.

Optimal Algorithms for Voltage Management in Distribution Systems Interconnected with New Dispersed Sources

  • Rho, Dae-Seok;Kook, Kyung-Soo;Wang, Yong-Peel
    • Journal of Electrical Engineering and Technology
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    • 제6권2호
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    • pp.192-201
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    • 2011
  • The optimal evaluation algorithms for voltage regulation in the case where new dispersed sources are operated in distribution systems are studied. Handling the interconnection issues for proper voltage managements are often difficult and complicated because professional skills and enormous amounts of data during evaluations are needed. Typical evaluation algorithms mainly depend on human ability and quality of data acquired, which inevitably cause the different results for the same issue. Thus, unfair and subjective evaluations are unavoidable. In order to overcome these problems, we propose reasonable and general algorithms based on the standard model system and proper criterion, which offers fair and objective evaluation in any case. The proposed algorithms are divided into two main themes. One is an optimal algorithm for the voltage control of multiple voltage regulators in order to deliver suitable voltage to as many customers as possible, and the other is a proper evaluation algorithm for the voltage management at normal and emergency conditions. Results from a case study show that proposed methods can be a practical tool for the voltage management in distribution systems including dispersed sources.

분산전원의 배전계통연계 자동판정 알고리즘 개발에 관한 연구 (A Study on the Evaluation Algorithm of Distribution Systems Interconnected with Dispersed Generations)

  • 노대석;김재언
    • 전기학회논문지
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    • 제56권11호
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    • pp.1910-1920
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    • 2007
  • This paper deals with the optimal evaluation algorithms for voltage regulation in the case where new dispersed generations(DG) are operated in distribution systems. It is very difficult and complicated to handle the interconnection issues for proper voltage managements, because professional skills and enormous amounts of data for the evaluations are required. The typical evaluation algorithms mainly depending on human ability and quality of data acquired, inevitably cause the different results for the same issue, so unfair and subjective evaluations are unavoidable. In order to overcome these problems, the paper proposes reasonable and general algorithms based on the standard model system and proper criterion, which offers the fair and objective evaluations in any case. The proposed algorithms are divided by two main themes. One is an optimal algorithm for the voltage control of multiple voltage regulators in order to deliver suitable voltage to as many customers as possible, and the other is a proper evaluation algorithm for the voltage management at normal and emergency conditions. The results from a case study show that the proposed methods can be a practical tool for the voltage management in distribution systems including dispersed sources.

초고속 통신망 중간 접속 장치의 모델 개발과 버퍼 용량 결정을 위한 시뮬레이션 (Modeling and simulation for Network Data Access System)

  • 전종암;강훈;김태갑;박현동;류재철
    • 한국정보처리학회논문지
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    • 제4권8호
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    • pp.2106-2119
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    • 1997
  • 초고속 통신망 구축일 활발해지면서 기존의 근거리통신망(Local Area Network)을 초고속 통신망에 접속하는 장치의 개발에 대한 필요성이 증가하고 있다. 이러한 중간 접속장치는 Ethernet, FDDI 등에서 발생하는 패킷을 처리할 수 있어야 할 뿐만 아니라, 점차 그 수요가 증가하고 있는 멀티미디어 데이터를 효과적으로 수용할 수 있도록 설계되어야 한다. 본 논문에서는 이러한 기능을 수행하는 중간 접속장치로써 NDAS(Network Data Access System)를 제안하고자 한다. 이를 위하여 NDAS 시스템의 기능 및 하드웨어 구조 등을 제시하고, 멀티미디어 데이터 트래픽 특성인 Burstiness를 수용할 수 있는 버퍼 용량을 시뮬레이션을 통해 제시하였다.

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항만부진동 해석을 위한 적정 유한요소 크기에 대한 소고 (A Note on the Proper Size of a Finite Element for Analysis of Harbor Resonance Problems)

  • 정원무;박우선
    • 한국해안해양공학회지
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    • 제14권1호
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    • pp.86-93
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    • 2002
  • 항만부진등 해석에 사용되는 유한요소의 적정 크기를 검토하기 위해 완전개방 직사각형 항만에 대해서 다양한 크기의 요소를 사용한 수치실험을 실시하였다. 수치실험 결과, 공진주기와 증폭비의 허용 오차율을 모두 2%로 하는 경우 파장당 9개, 1%로 하는 경우 12개의 요소가 필요한 것으로 나타났다. 또한, 요소 수의 증가에 따라 공진주기의 오차율은 선형적으로, 증폭비의 오차는 진동하면서 감소하였으며, 요소 수를 9개보다 적게 하는 경우 증폭비의 오차가 상대적으로 크게 증가하였다

Separation-hybrid models for simulating nonstationary stochastic turbulent wind fields

  • Long Yan;Zhangjun Liu;Xinxin Ruan;Bohang Xu
    • Wind and Structures
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    • 제38권1호
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    • pp.1-13
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    • 2024
  • In order to effectively simulate nonstationary stochastic turbulent wind fields, four separation hybrid (SEP-H) models are proposed in the present study. Based on the assumption that the lateral turbulence component at one single-point is uncorrelated with the longitudinal and vertical turbulence components, the fluctuating wind is separated into 2nV-1D and nV1D nonstationary stochastic vector processes. The first process can be expressed as double proper orthogonal decomposition (DPOD) or proper orthogonal decomposition and spectral representation method (POD-SRM), and the second process can be expressed as POD or SRM. On this basis, four SEP-H models of nonstationary stochastic turbulent wind fields are developed. In addition, the orthogonal random variables in the SEP-H models are presented as random orthogonal functions of elementary random variables. Meanwhile, the number theoretical method (NTM) is conveniently adopted to select representative points set of the elementary random variables. The POD-FFT (Fast Fourier transform) technique is introduced in frequency to give full play to the computational efficiency of the SEP-H models. Finally, taking a long-span bridge as the engineering background, the SEP-H models are compared with the dimension-reduction DPOD (DR-DPOD) model to verify the effectiveness and superiority of the proposed models.

Film Image Transfer System (FITS): An Efficient Method for Proper Positioning of Orthodontic Mini-implants

  • Go, Taek-Su;Kim, Seong-Hun;Nelson, Gerald
    • Journal of Korean Dental Science
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    • 제4권1호
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    • pp.20-25
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    • 2011
  • Purpose: To describe the newly developed Film image transfer system (FITS) for proper positioning of the orthodontic mini-implant in the narrow interdental space and considerations for better application. Materials and Methods: A patient who was planning to have orthodontic mini-implant treatment on the posterior maxilla was recruited to assess the feasibility of FITS. Dental radiographic film and bite record was taken. And then the film image was transferred on the photographic emulsion coated model using transfer light through film projector (enlarger). After exposing the photo emulsion coating on the model, the image was developed with a working solution for a paper developer and fixed. The surgical guide for the mini-implant was fabricated from the transported FITS data. Results: The completed surgical guide was easily placed intraorally, and allowed a simple and rapid placement of the mini-implant. The site of the implant placement was accurate as planned position. Conclusion: In the reported case, The FITS technique represents an effort to minimize risk to the patient and produce consistently good results based upon accurate information about the anatomy of the implant site.