• Title/Summary/Keyword: 최적구조

Search Result 5,151, Processing Time 0.036 seconds

Chaotic Time Series Prediction using Parallel-Structure Fuzzy Systems (병렬구조 퍼지스스템을 이용한 카오스 시계열 데이터 예측)

  • 공성곤
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.10 no.2
    • /
    • pp.113-121
    • /
    • 2000
  • This paper presents a parallel-structure fuzzy system(PSFS) for prediction of time series data. The PSFS consists of a multiple number of fuzzy systems connected in parallel. Each component fuzzy system in the PSFS predicts the same future data independently based on its past time series data with different embedding dimension and time delay. The component fuzzy systems are characterized by multiple-input singleoutput( MIS0) Sugeno-type fuzzy rules modeled by clustering input-output product space data. The optimal embedding dimension for each component fuzzy system is chosen to have superior prediction performance for a given value of time delay. The PSFS determines the final prediction result by averaging the outputs of all the component fuzzy systems excluding the predicted data with the minimum and the maximum values in order to reduce error accumulation effect.

  • PDF

Vibration Control of Flexible Structures by using Conveying Fluid Pipe (유동유체가 흐르는 파이프에 의한 유연 구조물의 진동제어)

  • 류시웅;김건희;공창덕;오경원
    • Journal of the Korean Society of Propulsion Engineers
    • /
    • v.8 no.2
    • /
    • pp.25-31
    • /
    • 2004
  • This paper describes a new vibration-suppression technique for flexible cantilevered structures by using a pipe containing an internal flow. The stability and dynamic response are analyzed based on the finite element method. The flutter limit and optimum stabilizing fluid velocity are determined in root locus diagrams. The impulse responses of the system are studied by the mode superposition method to observe the damping rate of the motion. The stabilizing effect of an internal flow is demonstrated by impulse responses of the structures with and without an material damping. It is found that the response of the pipe with flow of liquid has a larger effect of, stabilizing than that with flow of gas.

Safety evaluation for oven structures using parametric method (설계 변수법을 이용한 밥솥 체결 구조물의 안전도 평가)

  • Lee, Seung-Pyo;Koh, Byung-Kab;Ha, Sung-Kyu
    • Journal of the Korea Academia-Industrial cooperation Society
    • /
    • v.9 no.4
    • /
    • pp.853-858
    • /
    • 2008
  • The structures of induction heating type pressure rice cooker are consisted of oven. top heater plate and locking ring. Because the pressure is applied to their structures, those should be necessary to do the safety evaluation. In this paper, structure analysis is performed for oven structures by using finite element method and as a results, optimal thickness is achieved. Especially, analysis fur anisotropic layered material is performed because oven is made of both stainless steel and aluminum. And both von Mises and Tsai-Wu failure criterion are applied for safety factor. Parametric method is used in order to get the optimal thickness for oven and top heater plate.

Fabrication Method of 3D Feed Horn Shape MEMS Antenna Array Using MRPBI(Mirror Reflected Parallel Beam Illuminator) with Inclined X-Y-Z Stage (MRPBI를 이용한 3D Feed Horn Shape MEMS Antenna Array의 제조)

  • Park, Jong-Yeon;Kim, Kun-Tae;Moon, Sung;Pak, Jung-Ho;Park, Jong-Oh
    • Proceedings of the KIEE Conference
    • /
    • 2001.07c
    • /
    • pp.1914-1917
    • /
    • 2001
  • 3D Feed Horn Shape MEMS Antenna Array는 적외선 이미지 소자 또는 Tera hertz band 등에서 많은 응용을 할 수 있는 장점을 가진 MEMS 구조체 이다. 하지만 일반적인 MEMS 공정을 이용해서 3D Feed Horn Shape MEMS antenna array를 구현하기는 적합하지 않았다. 본 논문에서는 마스크와 웨이퍼가 일체 된 형태의 경사된 척이 초 저속으로 회전하면서 노광을 할 수 있는 새로운 방식과 미러 반사구조를 이용해서 평행광을 얻을수 있는 노광장치 (MRPBI : Mirror Reflected Parallel Beam Illuminator) System제작방법을 제안하였다. 3D Feed Horn Shape MEMS Antenna의 구조적인 high apect ratio의 특성에 의해서 SU-8과 PMER Negative Photo resist를 이용한 기본적인 실험을 통해 3D 구조체의 구현 가능성을 증명하였다. 또한 Microbolometer의 성능향상을 위한 이론적인 3D MEMS Antenna Model들을 HFSS(High Frequency Structure Simulator)을 이용해서 그 최적구조를 제안하고 3D MEMS Antenna Gain 값을 비교 분석하였다.

  • PDF

Shape Design Sensitivity Analysis and Optimization of Axisymmetric Shell Structures (축대칭 쉘 구조물의 형상 설계민감도해석 및 최적설계)

  • 김인용;곽병만
    • Computational Structural Engineering
    • /
    • v.7 no.2
    • /
    • pp.147-153
    • /
    • 1994
  • A method for shape design sensitivity analysis for axisymmetric shells of general shapes is developed. The basic approach is to divide the structures into many segments : For each of the segments, the formula for a shallow arch or shell can be applied and the results assembled. To interconnect those segments, the existing sensitivity formula, obtained for a variation only in the direction perpendicular to the plane on which the structure is mapped, has been extended to include a variation normal to the middle surface. The method follows the adjoint variable approach based on the material derivative concept as established in the literature. Numerical examples are taken to illustrate the method and the applicability to practical design problems.

  • PDF

A Study on the Optimum Structural Design of High Speed Ships with Twin Hulls (쌍동형 초고속선의 최적 구조 설계에 관한 연구)

  • C.D. Jang;S.I. Seo;S.K. Kim;J.O. Kwon;S.D. Park
    • Journal of the Society of Naval Architects of Korea
    • /
    • v.31 no.4
    • /
    • pp.109-118
    • /
    • 1994
  • In this study, an optimization method to design the hull structure of the surface effect ships with twin hulls is proposed for the purpose of minimization of weight based on the regulations of DnV class, and computer programs following the method are developed. The method uses simple formulas as to bending and buckling strength of beams and plates to design local structures, and considers the effect of interaction between longitudinal girders and transverse web frames by grillage analysis and calculates torsional strength of the cross structure by the simplified method. Global optimization of the midship section is attained by integration of optimized substructures. According to optimized results by applying the method to the designed ship, reduction of 20 percent of hull weight can be shown, and optimum transverse frame space can be obtained.

  • PDF

A Research on Power Decoupled Quadruple-Active-Bridge Converter Adopting Multiple Transformers for DC Distribution System (다수의 변압기를 도입하여 포트 간 전력의 비동조화를 달성할 수 있는 DC 배전용 Quadruple-Active-Bridge 컨버터에 관한 연구)

  • Kim, Inhyeok;Lee, Jun-Young;Jung, Jee-Hoon
    • Proceedings of the KIPE Conference
    • /
    • 2020.08a
    • /
    • pp.139-141
    • /
    • 2020
  • 본 논문에선 다수의 변압기를 도입하여 복수의 입출력 포트 간 전력 동조화 문제를 해결할 수 있는 Quadruple-Active-Bridge(QAB) 컨버터를 제안한다. 기존 QAB 컨버터는 단일 변압기를 사용하기 때문에 입출력 포트 사이의 전력 동조화 문제가 발생한다. 따라서 단일 변압기에서 포트 간 전력 비동조화를 달성하기 위해 입력 포트의 누설 인덕턴스를 최소화하는 최적의 변압기 설계가 필요하나, 복수의 권선 구조로 인해 최적의 설계가 어렵다는 단점이 있다. 이러한 문제점을 해결하고자 본 논문에선 기존의 단일 변압기와 복수의 변압기를 함께 설치하는 구조를 제안한다. 제안한 구조를 통해 별도의 비동조화 알고리즘 없이 출력 포트 사이의 전력 동조화 문제를 해결할 수 있다. 그리고 변압기의 설계도 복잡했던 기존 QAB 와는 달리 쉬워지는 이점도 있다. 제안한 컨버터의 구조 및 전력 비동조화를 등가 모델을 통해 이론적으로 분석한다. 그리고 이를 검증하고자 3 kW급 시작품을 통해 전력전달 구조 및 전력 비동조화를 검증한다.

  • PDF

Material Topology Optimization Design of Structures using SIMP Approach Part I : Initial Design Domain with Topology of Partial Holes (SIMP를 이용한 구조물의 재료 위상 최적설계 Part I : 부분적인 구멍의 위상을 가지는 초기 설계영역)

  • Lee, Dong-Kyu;Park, Sung-Soo;Shin, Soo-Mi
    • Journal of the Computational Structural Engineering Institute of Korea
    • /
    • v.20 no.1
    • /
    • pp.9-18
    • /
    • 2007
  • This study shows an implementation of partial holes in an initial design domain in order to improve convergences of topology optimization algorithms. The method is associated with a bubble method as introduced by Eschenauer et al. to overcome slow convergence of boundary-based shape optimization methods. However, contrary to the bubble method, initial holes are only implemented for initializations of optimization algorithm in this approach, and there is no need to consider a characteristic function which defines hole's deposition during every optimization procedure. In addition, solid and void regions within the initial design domain are not fixed but merged or split during optimization Procedures. Since this phenomenon activates finite changes of design parameters without numerically calculating movements and positions of holes, convergences of topology optimization algorithm can be improved. In the present study, material topology optimization designs of Michell-type beam utilizing the initial design domain with initial holes of varied sizes and shapes is carried out by using SIMP like a density distribution method. Numerical examples demonstrate the efficiency and simplicity of the present method.

Shape Optimization of Three-Dimensional Continuum Structures by Force Approximation Techniques (힘 근사화 기법에 의한 3차원 연속체 구조물의 형상최적화)

  • Han, Sang Hoon;Lee, Woong Jong
    • KSCE Journal of Civil and Environmental Engineering Research
    • /
    • v.13 no.1
    • /
    • pp.39-46
    • /
    • 1993
  • The need to develop method which can improve the shape design efficiency using high quality approximation is being brought up. In this study, to perform shape optimal design of three-dimensional continuum structures an efficient approximation method for stress constraints is proposed, based on expanding the nodal forces in Taylor series with respect to shape variables. Numerical examples are performed using the 3-D cantilever beam and fixed-fixed beam and compared with other method to demonstrate the efficiency and convergence rate of the Force Approximation method. It is shown that by taking advantage of this high quality approximation, the total number of finite element analysis required for shape optimization of 3-D continuum structures can be reduced significantly, resulting to the same level of efficiency achieved previously in sizing optimization problems. Also, shape representation by super curve technique applied to obtain optimal shape finds useful method.

  • PDF

(Adaptive Structure of Modular Wavelet Neural Network Using Growing and Pruning Algorithm) (성장과 소거 알고리즘을 이용한 모듈화된 웨이블렛 신경망의 적응구조 설계)

  • Seo, Jae-Yong;Kim, Yong-Taek;Jo, Hyeon-Chan;Jeon, Hong-Tae
    • Journal of the Institute of Electronics Engineers of Korea SC
    • /
    • v.39 no.1
    • /
    • pp.16-23
    • /
    • 2002
  • In this paper, we propose the growing and pruning algorithm to design the optimal structure of modular wavelet neural network(MWNN) with F-projection and geometric growing criterion. Geometric growing criterion consists of estimated error criterion considering local error and angle criterion which attempts to assign wavelet function that is nearly orthogonal to all other existing wavelet functions. These criteria provide a methodology which a network designer can construct MWNN according to one's intention. The proposed growing algorithm increases in number of module or the size of modules of MWNN. Also, the pruning algorithm eliminates unnecessary node of module or module from constructed MWNN to overcome the problem due to localized characteristic of wavelet neural network which is used to modules of MWNN. We apply the proposed constructing algorithm of the optimal structure of MWNN to approximation problems of 1-D function and 2-D function, and evaluate the effectiveness of the proposed algorithm.