• Title/Summary/Keyword: 확률구속

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A Study of Evaluating Probabilistic Constraints for Reliability-Based Design Optimization (신뢰도 기반 최적설계를 위한 확률구속조건 평가방법 연구)

  • Jeung, Gi-Woo;Kim, Dong-Wook;Jung, Sang-Sik;Sung, Young-Hwa;Kim, Dong-Hun
    • Proceedings of the KIEE Conference
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    • 2011.07a
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    • pp.870-871
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    • 2011
  • 신뢰도 기반 최적설계는 목적함수를 최적화하는 단계와 확률구속조건을 평가하기 위한 최적화 단계로 이루어져 있다. 본 논문에서는 확률구속조건을 평가하는 방법으로 신뢰도 지수 기법과 성능치 기법을 제시하였고, 두 기법을 적용하여 초전도 자기 에너지 저장장치 모델의 신뢰도 기반 최적설계를 수행하였다.

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Reliability-Based Design Optimization of Electromagnetic Devices by Evaluating Probabilistic Constraints Based on Performance Measure Approach (목표 성능치 기반의 확률구속조건 평가 기법을 이용한 전자기 장치의 신뢰도 기반 최적설계)

  • Kim, Dong-Wook;Kim, Dong-Hun
    • Journal of the Korean Magnetics Society
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    • v.23 no.2
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    • pp.62-67
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    • 2013
  • This paper introduces an effective methodology for reliability-based design optimization of electromagnetic products, where a performance measure approach is adopted to accurately assess probabilistic constrains. Two design problems consisting of a loudspeaker and a superconducting magnetic energy storage system are considered. The efficiency of the proposed method in evaluating the failure probability of performances during the optimization process are compared with the existing method based on the reliability index approach. Moreover, in term of the accuracy of probability failure values, optimized design results are examined with reference values obtained from the Monte Carlo simulation.

Implementation of 12 Mbps Viterbi Decoder for Wireless LAN (12 Mbps 무선 LAN 비터비 디코더 설계 및 구현)

  • 최창호;정해원;이찬구;임명섭
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2000.08a
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    • pp.77-80
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    • 2000
  • 본 논문은 IEEE 802.11a에 의해 규정되어진 데이터 율 12Mbps, 부호화 율 1/2, 구속장이 7인 무선LAN용 비터비 디코더를 설계하고 구현한다. 구현에 앞서 각 구속장에 따른 전달함수를 구하여 각 구속장 별 first event 에러 확률과 비트 에러 확률을 구한다. 4bit연성판정을 위해 입력 심볼을 16단계로 양자화 하였으며 역 추적을 위한 방식으로 메모리를 사용하는 대신 새로운 알고리듬을 적용한 레지스터 교환방식을 사용함으로써 majority voting을 가능하도록 하였다 고속의 데이터를 처리하기 위해 병렬구조를 갖는 설계를 FPGA 칩을 사용하여 구현하였고 AWGN 환경 하에서 성능검증을 하였다.

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Optimal Design of Linear Quadratic Regulator Restrict Maximum Responses of Building Structures Subject to Stochastic Excitation (확률적 가진입력을 받는 건축구조물의 최대응답 제한을 위한 선형이차안정기의 최적설계)

  • 박지훈;황재승;민경원
    • Journal of the Earthquake Engineering Society of Korea
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    • v.5 no.6
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    • pp.37-46
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    • 2001
  • In this research, a controller design method based on optimization is proposed that can satisfy constraints on maximum responses of building structures subject to around excitation modeled by partially stochastic process. The class of controllers to be optimized is restricted to LQR. Weighting matrix on controlled outputs is used as design variable. Objective function, constraint functions and their gradients are computed by the parameterization of control gain with Riccati matrix. Full state feedback controllers designed by proposed optimization method satisfy various design objectives and their necessary maximum control forces are computed for the production of actuator. LQG controllers composed of Kalman filter and LQR designed by proposed method perform well with little deterioration. So it is possible to design output feedback controllers satisfying constraints on various maximum responses of structures.

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Advanced Intensity Measures for Probabilistic Seismic Demand Model of Nonstructural Components Considering the Effects of Earthquake (지진에 의한 영향을 고려한 비구조물 확률론적 내진응답모델링을 위한 향상된 지진강도)

  • Hur, Ji-eun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.4
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    • pp.8-14
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    • 2017
  • Nonstructural components, such as electrical equipment, have critical roles in the proper functionality of various infrastructure systems. Some of these devices in certain facilities should operate even under strong seismic shaking. However, it is challenging to define each mechanical and operational failure and determine system failure probabilities under seismic shaking due to the uncertainties in earthquake excitations and the diversity of electrical equipment, among other factors. Therefore, it is necessary to develop effective and practical probabilistic models for performance assessment of electrical equipment considering variations in equipment features and earthquakes. This study will enhance the understanding of the effect of rocking behavior on nonstructural equipment, and linear-to-nonlinear behavior of restrainers. In addition, this study will generate probabilistic seismic demand models of rigid equipment for a set of conventional and novel intensity measures.

System Reliability-Based Design Optimization Using Performance Measure Approach (성능치 접근법을 이용한 시스템 신뢰도 기반 최적설계)

  • Kang, Soo-Chang;Koh, Hyun-Moo
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.30 no.3A
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    • pp.193-200
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    • 2010
  • Structural design requires simultaneously to ensure safety by considering quantitatively uncertainties in the applied loadings, material properties and fabrication error and to maximize economical efficiency. As a solution, system reliability-based design optimization (SRBDO), which takes into consideration both uncertainties and economical efficiency, has been extensively researched and numerous attempts have been done to apply it to structural design. Contrary to conventional deterministic optimization, SRBDO involves the evaluation of component and system probabilistic constraints. However, because of the complicated algorithm for calculating component reliability indices and system reliability, excessive computational time is required when the large-scale finite element analysis is involved in evaluating the probabilistic constraints. Accordingly, an algorithm for SRBDO exhibiting improved stability and efficiency needs to be developed for the large-scale problems. In this study, a more stable and efficient SRBDO based on the performance measure approach (PMA) is developed. PMA shows good performance when it is applied to reliability-based design optimization (RBDO) which has only component probabilistic constraints. However, PMA could not be applied to SRBDO because PMA only calculates the probabilistic performance measure for limit state functions and does not evaluate the reliability indices. In order to overcome these difficulties, the decoupled algorithm is proposed where RBDO based on PMA is sequentially performed with updated target component reliability indices until the calculated system reliability index approaches the target system reliability index. Through a mathematical problem and ten-bar truss problem, the proposed method shows better convergence and efficiency than other approaches.

A Study on Combined DoA Estimation Algorithm using LCMV and Maximum Posterior on Uniform Linear Array Antenna (균일 선형 배열 안테나에서 선형구속최소분산 방법과 사후 추정 확률을 결합한 도래 방향 추정 알고리즘 연구)

  • Lee, Kwan-Hyeong;Park, Sung-Kon;Jeong, Youn-Seo
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.9 no.3
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    • pp.291-297
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    • 2016
  • In this paper, we are comparative analysis of exit algorithm and proposal algorithm for desired target direction of arrival estimation in correlation signal system. Proposed algorithm in this paper is to decrease target direction of arrival an estimation error probability using bayesian, maximum posterior, and MUSIC algorithm in order to decrease direction of arrival error probability as optimize and use linear constrained minimum variance to update weight value. Through simulation, we were comparative analysis proposed algorithm and exit MUSIC algorithm. In case SNR is 10dB and antenna element arrays are 9 and 12, We show the superior performance of the proposed method relative to the class method to decrease of signal estimation error probability about 11% and 13%, respectively.

A Study on the Stochastic Sensitivity in Structural Dynamics (구조물의 동적 응답에 대한 확률 민감도 해석에 관한 연구)

  • 최찬문
    • Journal of the Korean Society of Fisheries and Ocean Technology
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    • v.32 no.2
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    • pp.177-190
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    • 1996
  • 구조물의 동적 응답 해석 문제에 대해서, 확률 유한요소법을 논의코자, 기조의 유한요소 해석법에 수반 변수법(adjoint variable approach)과 2차 섭동법(second order perturbation method)을 적용한다. 동적 민감도의 시간 응답을 고려하기 위해서 모든 시간에 대해서 갖는 구속 조건의 범함수 형태를 취하고, 시간 적분에 있어서 중첩법(fold superposition technique)에 근거를 둔 수치 해석이 훨씬 더 효과적임을 보인다. 본 논문의 확률 유한요소 해석법은 기존의 유한요소 해석법은 기존의 유한요소 코드에 맞추어 쉽게 적용할 수 있는 이점이 있음을 보이며, 이의 검정을 위해서, 2차원과 3차원 프레임 구조물에 대한 수치 해석을 하고 그 결과를 검토해 보았다.

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Propose Diversity Algorithm for Mobile Communication System Performance Improve (이동통신 시스템 성능 향상을 위한 다이버시티 알고리즘제안)

  • Lee, Myung-Ho
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.5 s.43
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    • pp.203-209
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    • 2006
  • In this paper, proposed diversity algorithm that decrease fading. In the wireless channel, if fading occurs due to the multipaths the performance of the system is apparently reduced. This study applied tap-delay receiver. It applied QPSK and OQPSK modulation methods and applied the convolutional codes, where the code rate is 1/2 and 1/3 and the constraint length is 11 and the turbo code where the constraint length is 6. The diversity algorithm proposed in this paper could be compared and analyzed the average error probability of modulation method variable of fading factor to uplink and downlink channels.

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Development of Probability-Based Assessment Index for Docking Process Assessment (무인잠수정의 도킹 과정 평가를 위한 확률 기반 평가지표 개발)

  • Chon, Seung-jae;Kim, Joon-young;Choi, Joong-lak;Jeong, Seong-hoon;Kim, Jong-hwa
    • Journal of Advanced Navigation Technology
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    • v.25 no.3
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    • pp.177-184
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    • 2021
  • This paper proposes an assessment method using probability-based index for safe and successful underwater docking of autonomous underwater vehicles(AUVs) to the docking stations(DSs). The proposed method assesses the probability of docking according to the degree to which the state of the AUV is consistent with the state criteria for docking. The assessment is performed within a specific area considering the kinematic constraints and docking plans of the AUV. The assessment process is defining probability density function, calculating probabilities for reaching the docking station according to the difference to position and heading criteria, and computing the probability-based index in real-time. We verify the validity of the proposed method through analyzing the data acquired on operation test.