• 제목/요약/키워드: Back Analysis Algorithm

검색결과 338건 처리시간 0.024초

Nonlinear analysis of thin shallow arches subject to snap-through using truss models

  • Xenidis, H.;Morfidis, K.;Papadopoulos, P.G.
    • Structural Engineering and Mechanics
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    • 제45권4호
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    • pp.521-542
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    • 2013
  • In this study a truss model is used for the geometrically nonlinear static and dynamic analysis of a thin shallow arch subject to snap-through. Thanks to the very simple geometry of a truss, the equilibrium conditions can be easily written and the global stiffness matrix can be easily updated with respect to the deformed structure, within each step of the analysis. A very coarse discretization is applied; so, in a very simple way, the high frequency modes are suppressed from the beginning and there is no need to develop a complicated reduced-order technique. Two short computer programs have been developed for the geometrically nonlinear static analysis by displacement control of a plane truss model of a structure as well as for its dynamic analysis by the step-by-step time integration algorithm of trapezoidal rule, combined with a predictor-corrector technique. These two short, fully documented computer programs are applied on the geometrically nonlinear static and dynamic analysis of a specific thin shallow arch subject to snap-through.

자율 학습을 이용한 선형 정렬 말뭉치 구축 (Construction of Linearly Aliened Corpus Using Unsupervised Learning)

  • 이공주;김재훈
    • 정보처리학회논문지B
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    • 제11B권3호
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    • pp.387-394
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    • 2004
  • 본 논문에서는 자을 선형 정렬 알고리즘을 이용하여 선형 정렬 말뭉치를 구축하는 방법을 제안한다. 기존의 자율 선형 정렬 알고리즘을 이용하여 선형 정렬 말뭉치를 구축할 경우, 두 문자열의 길이가 서로 다르면 정렬된 두 문자열(입력열과 출력열)에 모두 공백문자가 나타난다. 이 방법을 그대로 사용하면 정렬 말뭉치의 구축은 용이하나 정렬된 말뭉치를 이용하는 응용 시스템에서는 탐색 공간이 기하급수적으로 늘어날 뿐 아니라 구축된 정렬 말뭉치는 다양한 기계학습 방법에 두루 사용될 수 없다는 문제가 있다. 본 논문에서는 이들 문제를 최소화하기 위해서 입력열에는 공백문자가 나타나지 않도록 기존의 자을 선형 정렬 알고리즘을 수정하였다. 이 알고리즘을 이용해서 한영 음차 표기 및 복원, 영어 단어의 발음 생성, 영어 발음의 단어 생성, 한국어 형태소 분리 및 복원을 위한 정렬 말뭉치를 구축하였으며, 간단한 실험을 통해, 그들의 실용성을 입증해 보였다.

합금의 방향성 주조에 대한 미시적-거시적 해석 (Micro-macroscopic analysis on the directional casting of a metal alloy)

  • 유호선
    • 대한기계학회논문집B
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    • 제21권10호
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    • pp.1303-1313
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    • 1997
  • A micro-macroscopic analysis on the conduction-controlled directional casting of Al-Cu alloys is performed, in which emphases are placed on the microstructural features. In order to facilitate the solution procedure, an iterative micro-macroscopic coupling algorithm is developed. The predicted results show that the effect of finite back diffusion on the transient solidification process in comparison with the lever rule depends essentially on the initial concentration of an alloy. In the final casting, the eutectic fraction is distributed in an increasing-decreasing-increasing pattern, each mode of which is named the chill, interior and end zones. This nonuniformity per se suffices to justify the necessity of this work because it originates from the combined effects of finite back diffusion and cooling path-dependent nature of the eutectic formation. As the cooling rate is enhanced, not only the influence depths of boundaries narrow, but also the eutectic fractions in the chill and interior zones increase. In addition, it is revealed for the first time that the micro segregation band is formed in response to a sudden change in cooling rate during the directional casting. An increasing change creates an overshooting band in the eutectic fraction distribution, and vice versa.

차분진화 알고리즘을 이용한 흙막이 벽체의 다층지반 역해석 : 디지털 트윈 기초연구 (Multi-layered Ground Back Analysis of Retaining Wall Using Differential Evolution Algorithm : Basic Research of Digital Twin)

  • 이동건;강경남;송기일
    • 한국지반환경공학회 논문집
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    • 제23권1호
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    • pp.25-30
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    • 2022
  • 흙막이 벽체의 시공 중 안정성을 확보하기 위하여 시공현장의 지반 정보를 조사하는 것은 매우 중요한 일이다. 흙막이 벽체 시공단계에서 지반의 정보는 지반조사를 통해 확인하고 있지만, 실제 지반 정보의 특성은 결과와 상이할 수 있다. 실시간으로 흙막이 벽체의 안정성을 분석하기 위해서는 실제 지반의 상태를 반영하는 것이 중요하다. 또한 벽체가 불안정하다고 판단 시 벽체의 안정성을 확보하기 위하여 적절한 솔루션을 제공해야 한다. 본 연구는 차분진화 알고리즘을 통하여 실제 지반의 정보를 예측하고 흙막이 벽체의 디지털 트윈을 통하여 흙막이 벽체의 안정성을 실시간으로 판단하는 기법을 제시하고자 한다.

C++컴파일러 및 프로그래밍 환경 개발 (Debelppment of C++ Compiler and Programming Environment)

  • 장천현;오세만
    • 한국정보처리학회논문지
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    • 제4권3호
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    • pp.831-845
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    • 1997
  • 본 논문에서는 가장 널리 사용되고 있는 객체지향 언어인 C++를 지한 컴푸일러 및 대화식 프로그래밍 환경을 제안하고 개발하였다. C++ 언어를 위한 컴파일러를 개발하기 위해 컴파러를 Front-End 와 Back-End로 나누고 가상기계인 EM을 사용하여 연결하는 모델을 사용하였다. Front-End 개발시에는 C++ 문법을 문법석 도구, 어휘 및 구문분석기 생성도구를 이용하여 구문분석 방법과 문맥에 연동된 문법 처리기술과 AST클래스 라이브러리를 개발하였다. Back-End에서는 목적기계 표현기술과 토리코드 최적화 방법, 트리 패턴 매칭에 의한 재목적 코드 생성 기법을 제안하고 이를 이용한 재목적이 용이한 SPARC 기계 Back-End를 개발하였다. C++를 위한 대화식 프로그래밍 환경은 언어의 다양한 특성을 효과적으로 표현하기 위해 AST을 이용하고, 점진적 분석 기술과 시각 기호 를 제안하였다. 대화식 환경의 일반화에 의한 자동생성 방법과 프로그램의 정형화된 표현 방법을 위한 Unparsing 체계를 제안하였다. 개발된C++ 컴팰러와 대화식 프로그램 환경은 통합된 C++ 프로그래밍 환경을 구성하게 된다. 본 연구를 통해 얻어진 기술 들은 새로운 고급언어 및 기계에 대한 컴파일러의 개발은 물론 병렷 및 분산 환경을 위한 컴파일러 개발에 활옹될 수 있을 것이다.

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Optimization of the Processing Conditions and Prediction of the Quality for Dyeing Nylon and Lycra Blended Fabrics

  • Kuo Chung-Feng Jeffrey;Fang Chien-Chou
    • Fibers and Polymers
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    • 제7권4호
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    • pp.344-351
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    • 2006
  • This paper is intended to determine the optimal processing parameters applied to the dyeing procedure so that the desired color strength of a raw fabric can be achieved. Moreover, the processing parameters are also used for constructing a system to predict the fabric quality. The fabric selected is the nylon and Lycra blend. The dyestuff used for dyeing is acid dyestuff and the dyeing method is one-bath-two-section. The Taguchi quality method is applied for parameter design. The analysis of variance (ANOVA) is applied to arrange the optimal condition, significant factors and the percentage contributions. In the experiment, according to the target value, a confirmation experiment is conducted to evaluate the reliability. Furthermore, the genetic algorithm (GA) is combined with the back propagation neural network (BPNN) in order to establish the forecasting system for searching the best connecting weights of BPNN. It can be shown that this combination not only enhances the efficiency of the learning algorithm, but also decreases the dependency of the initial condition during the network training. Most of all, the robustness of the learning algorithm will be increased and the quality characteristic of fabric will be precisely predicted.

Neuro-Fuzzy 기법을 이용한 부분방전 패턴인식에 대한 연구 (A Study on Partial Discharge Pattern Recognition Using Neuro-Fuzzy Techniques)

  • 박건준;김길성;오성권;최원;김정태
    • 전기학회논문지
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    • 제57권12호
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    • pp.2313-2321
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    • 2008
  • In order to develop reliable on-site partial discharge(PD) pattern recognition algorithm, the fuzzy neural network based on fuzzy set(FNN) and the polynomial network pattern classifier based on fuzzy Inference(PNC) were investigated and designed. Using PD data measured from laboratory defect models, these algorithms were learned and tested. Considering on-site situation where it is not easy to obtain voltage phases in PRPDA(Phase Resolved Partial Discharge Analysis), the measured PD data were artificially changed with shifted voltage phases for the test of the proposed algorithms. As input vectors of the algorithms, PRPD data themselves were adopted instead of using statistical parameters such as skewness and kurtotis, to improve uncertainty of statistical parameters, even though the number of input vectors were considerably increased. Also, results of the proposed neuro-fuzzy algorithms were compared with that of conventional BP-NN(Back Propagation Neural Networks) algorithm using the same data. The FNN and PNC algorithms proposed in this study were appeared to have better performance than BP-NN algorithm.

비트 패턴 예측 기법을 이용한 효율적인 태그 인식 알고리즘 (An Efficient Tag Identification Algorithm using Bit Pattern Prediction Method)

  • 김영백;김성수;정경호;권기구;안광선
    • 대한임베디드공학회논문지
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    • 제8권5호
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    • pp.285-293
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    • 2013
  • The procedure of the arbitration which is the tag collision is essential because the multiple tags response simultaneously in the same frequency to the request of the Reader. This procedure is known as Anti-collision and it is a key technology in the RFID system. In this paper, we propose the Bit Pattern Prediction Algorithm(BPPA) for the efficient identification of the multiple tags. The BPPA is based on the tree algorithm using the time slot and identify the tag quickly and efficiently using accurate bit pattern prediction method. Through mathematical performance analysis, We proved that the BPPA is an O(n) algorithm by analyzing the worst-case time complexity and the BPPA's performance is improved compared to existing algorithms. Through MATLAB simulation experiments, we verified that the BPPA require the average 1.2 times query per one tag identification and the BPPA ensure stable performance regardless of the number of the tags.

Tabu search based optimum design of geometrically non-linear steel space frames

  • Degertekin, S.O.;Hayalioglu, M.S.;Ulker, M.
    • Structural Engineering and Mechanics
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    • 제27권5호
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    • pp.575-588
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    • 2007
  • In this paper, two algorithms are presented for the optimum design of geometrically nonlinear steel space frames using tabu search. The first algorithm utilizes the features of short-term memory (tabu list) facility and aspiration criteria and the other has long-term memory (back-tracking) facility in addition to the aforementioned features. The design algorithms obtain minimum weight frames by selecting suitable sections from a standard set of steel sections such as American Institute of Steel Construction (AISC) wide-flange (W) shapes. Stress constraints of AISC Allowable stress design (ASD) specification, maximum drift (lateral displacement) and interstorey drift constraints were imposed on the frames. The algorithms were applied to the optimum design of three space frame structures. The designs obtained using the two algorithms were compared to each other. The comparisons showed that the second algorithm resulted in lighter frames.

힘/모멘트/비전센서를 사용한 챔퍼가 없는 부품의 삽입작업에 관한 연구 (A Study on the Peg-in-hole of chamferless Parts using Force/Moment/Vision Sensor)

  • 백승협;임동진
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2001년도 합동 추계학술대회 논문집 정보 및 제어부문
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    • pp.119-122
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    • 2001
  • This paper discusses the peg-in-hole task of chamferless parts using force/moment/vision sensors. The directional error occurring during the task are categorized into two cases according to the degree of initial errors, And different Mechanical analysis has been accomplished for each cases. This paper proposes an algorithm which enables to reduce intial directional error using digital Images acquired from hand-eyed vision sensor, And to continue the task even with the large directional error by adjusting the error using digital image processing. The effectiveness of the algorithm has been demonstrated through experimentation using 5-axis robot equipped with a developed controller force/moment sensor and color digital camera on its hand.

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