• 제목/요약/키워드: sequential design

검색결과 909건 처리시간 0.025초

크리깅 모델을 이용한 순차적 근사최적화 (Sequential Approximate Optimization Using Kriging Metamodels)

  • 신용식;이용빈;류제선;최동훈
    • 대한기계학회논문집A
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    • 제29권9호
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    • pp.1199-1208
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    • 2005
  • Nowadays, it is performed actively to optimize by using an approximate model. This is called the approximate optimization. In addition, the sequential approximate optimization (SAO) is the repetitive method to find an optimum by considering the convergence of an approximate optimum. In some recent studies, it is proposed to increase the fidelity of approximate models by applying the sequential sampling. However, because the accuracy and efficiency of an approximate model is directly connected with the design area and the termination criteria are not clear, sequential sampling method has the disadvantages that could support an unreasonable approximate optimum. In this study, the SAO is executed by using trust region, Kriging model and Optimal Latin Hypercube design (OLHD). Trust region is used to guarantee the convergence and Kriging model and OLHD are suitable for computer experiment. finally, this SAO method is applied to various optimization problems of highly nonlinear mathematical functions. As a result, each approximate optimum is acquired and the accuracy and efficiency of this method is verified by comparing with the result by established method.

비중심합성계획을 이용한 순차적 실험방법에 관한 연구 (A Study on Sequential Design of Experiments Using Non-Central Composite Designs)

  • 신병철;변재현;윤태홍
    • 품질경영학회지
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    • 제49권1호
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    • pp.31-45
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    • 2021
  • Purpose: A noncentral composite design method is to be developed to explore farther region for the first factorial design. A general guideline for sequential experimentation is provided. Methods: (1) A non-overlapping noncentral composite design (NNCD) is developed, in which the second factorial design shares one design point that indicates the best response value in the first factorial design. (2) Four composite designs are compared in terms of the four design evaluation criteria, which are D-, A, G, and I-optimality. (3) A follow-up design strategy is suggested based on the interaction effect, direction of improvement, number of factors. Results: (1) NNCD and model building method are presented, which is useful for exploring farther region from first factorial design block. (2) The performances of the four composite designs are compared. (3) A follow-up design strategy is suggested. Conclusion: (1) NNCD will be useful to explore farther region for the first factorial design. (2) A follow-up design strategy can be beneficial to the experimental practitioners for product and process design and improvement.

페트리네트의 계층화를 통한 시퀀스제어계의 설계(I) - SFC에 근거한 페트리네트의 분할 (Design for Sequential Control System Using Petri Nets with Hierarchical Expression(I) - Division of Petri Nets Based on SFC)

  • 정석권;양주호
    • 한국해양공학회지
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    • 제13권3B호
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    • pp.106-115
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    • 1999
  • Modeling a discrete event system such as a sequential control system is difficult compared with a continuous system. Petri nets have been introduced as an analyzing and design tool for the discrete systems. One of the problems in its applications is that the model can not be analyzed easily in the case of large scale or complicated systems because of increase of the number of components of the system. To overcome this problem, some methods for dividing or reducing Petri nets have been suggested. In this paper, an approach for a hierarchical expression of Petri nets based on Sequential Function Chart(SFC) is proposed. A measuring tank system will be described as a typical kind of discrete systems. The system is modeled by sub Petri nets based on SFC in order to analyze and visualize efficiently about the dynamic behaviors of the system. Some numerical simulations using state equations are performed to prove the validity of the proposed method.

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Effect of sequential earthquakes on evaluation of non-linear response of 3D RC MRFs

  • Oggu, Praveen;Gopikrishna, K.
    • Earthquakes and Structures
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    • 제20권3호
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    • pp.279-293
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    • 2021
  • Most of the existing seismic codes for RC buildings consider only a scenario earthquake for analysis, often characterized by the response spectrum at the specified location. However, any real earthquake event often involves occurrences of multiple earthquakes within a few hours or days, possessing similar or even higher energy than the first earthquake. This critically impairs the rehabilitation measures thereby resulting in the accumulation of structural damages for subsequent earthquakes after the first earthquake. Also, the existing seismic provisions account for the non-linear response of an RC building frame implicitly by specifying a constant response modification factor (R) in a linear elastic design. However, the 'R' specified does not address the changes in structural configurations of RC moment-resisting frames (RC MRFs) viz., building height, number of bays present, bay width, irregularities arising out of mass and stiffness changes, etc. resulting in changed dynamic characteristics of the structural system. Hence, there is an imperative need to assess the seismic performance under sequential earthquake ground motions, considering the adequacy of code-specified 'R' in the representation of dynamic characteristics of RC buildings. Therefore, the present research is focused on the evaluation of the non-linear response of medium-rise 3D RC MRFs with and without vertical irregularities under bi-directional sequential earthquake ground motions using non-linear dynamic analysis. It is evident from the results that collapse probability increases, and 'R' reduces significantly for various RC MRFs subjected to sequential earthquakes, pronouncing the vulnerability and inadequacy of estimation of design base shear by code-specified 'R' under sequential earthquakes.

병렬 Sequence를 갖는 순서논리 시스템의 Microprogrammable Sequential Controller의 설계 (Micro Programmable Sequential Controller Design of a Sequential Logic System With Parallel Sequence)

  • 유창근;우광준
    • 한국통신학회논문지
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    • 제13권6호
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    • pp.370-479
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    • 1988
  • GRAFCET로 기술된 병렬 시퀀스를 갖는 순서논리 시스템을 실현하는 microprogrammable sequential controller의 실현방법을 제시했다. 제시된 콘트롤러는 처리속도 및 가변성의 향상과 ROM 프로그래밍을 용이하게 할 수 있도록 구성되었다. 또한 병렬 시퀀스를 처리할 수 있으므로 제어시스템의 효율을 향상시킬 수 있다. 따라서 많은 입출력 변수를 갖는 industial process나 빠른 처리속도를 요하는 power electronic converter등의 콘트롤러 실현에 적합하다.

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병렬 Sequence를 갖는 순서논리 시스템의 Microprogrammable Sequential Controller의 설계 (Micro Programmable Sequential Controller Design of a Sequential Logic System With Parallel Sequence)

  • 유창근;우광준
    • 한국통신학회논문지
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    • 제13권6호
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    • pp.470-470
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    • 1988
  • GRAFCET로 기술된 병렬 시퀀스를 갖는 순서논리 시스템을 실현하는 microprogrammable sequential controller의 실현방법을 제시했다. 제시된 콘트롤러는 처리속도 및 가변성의 향상과 ROM 프로그래밍을 용이하게 할 수 있도록 구성되었다. 또한 병렬 시퀀스를 처리할 수 있으므로 제어시스템의 효율을 향상시킬 수 있다. 따라서 많은 입출력 변수를 갖는 industial process나 빠른 처리속도를 요하는 power electronic converter등의 콘트롤러 실현에 적합하다.

컴퓨터를 이용한 순차 논리 회로의 설계(비동기 순차논리 회로의 경우 (Computer-Aided Design of Sequential Logic Circuits (Case of Asynchronous Sequential Logic Circuits))

  • 김병철;조동섭;황희영
    • 대한전기학회논문지
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    • 제33권2호
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    • pp.47-55
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    • 1984
  • This paper is concerned with a computer-aided state assignment, that is, coding race-free internal states of asynchronous sequential circuits, and a method for minimizing the combinational network of asynchronous sequential circuits. The FORTRAN version of the peoposed algorithm results in race-free state assignments and reduction of the number of connections and gates with near minimal hardware cost. Some examples are designed by the proposed computer program to illustrate the algorithm in this paper. Finally, results are compared with those of the other methods.

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Comparison of sequential estimation in response-adaptive designs with and without covariate-adjustment

  • Park, Eunsik
    • Communications for Statistical Applications and Methods
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    • 제23권4호
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    • pp.287-296
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    • 2016
  • Subjects on one side of the covariate population can be allocated to the inferior treatment when there is interaction between the covariate and treatment along with a response-adaptive (RA) design without covariate adjustment. An RA design allows a newly entered subject to have a better chance so that the subject is treated by a superior treatment based on cumulative information from previous subjects. A covariate-adjusted response-adaptive (CARA) is the same as RA design and additionally adjusts the allocation based on individual covariate information. A comparison has been made for the sequential estimation procedure with and without covariate adjustment to see how ignoring significantly interactive covariate affects the correct treatment allocation. Using logistic models, we present simulation results regarding the coverage probability of treatment effect, correct allocation, and stopping time.

이점 볼록 근사화 기법을 적용한 최적설계 (Design Optimization Using the Two-Point Convex Approximation)

  • 김종립;최동훈
    • 대한기계학회논문집A
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    • 제27권6호
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    • pp.1041-1049
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    • 2003
  • In this paper, a new local two-point approximation method which is based on the exponential intervening variable is proposed. This new algorithm, called the Two-Point Convex Approximation(TPCA), use the function and design sensitivity information from the current and previous design points of the sequential approximate optimization to generate a sequence of convex, separable subproblems. This paper describes the derivation of the parameters associated with the approximation and the numerical solution procedure. In order to show the numerical performance of the proposed method, a sequential approximate optimizer is developed and applied to solve several typical design problems. These optimization results are compared with those of other optimizers. Numerical results obtained from the test examples demonstrate the effectiveness of the proposed method.

응답량 재사용을 통한 순차 근사최적설계 (A Sequential Approximate Optimization Technique Using the Previous Response Values)

  • 황태경;최은호;임오강
    • 대한기계학회논문집A
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    • 제29권1호
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    • pp.45-52
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    • 2005
  • A general approximate optimization technique by sequential design domain(SDD) did not save response values for getting an approximate function in each step. It has a disadvantage at aspect of an expense. In this paper, previous response values are recycled for constructing an approximate function. For this reason, approximation function is more accurate. Accordingly, even if we did not determine move limit, a system is converged to the optimal design. Size and shape optimization using approximate optimization technique is carried out with SDD. Algorithm executing Pro/Engineer and ANSYS are automatically adopted in the approximate optimization program by SDD. Convergence criterion is defined such that optimal point must be located within SDD during the three steps. The PLBA(Pshenichny-Lim-Belegundu-Arora) algorithm is used to solve approximate optimization problems. This algorithm uses the second-order information in the direction finding problem and uses the active set strategy.