• 제목/요약/키워드: D-optimal Method

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D-최적 실험 설계 기반 최적 센서 배치 및 모델 확장 기법을 이용한 하중 추정 (Load Recovery Using D-Optimal Sensor Placement and Full-Field Expansion Method)

  • 변성주;이승재;부승환
    • 대한조선학회논문집
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    • 제61권2호
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    • pp.115-124
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    • 2024
  • To detect and prevent structural damage caused by various loads on marine structures and ships, structural health monitoring procedure is essential. Estimating loads acting on the structures which are measured by sensors that are mounted properly are crucial for structural health monitoring. However, attaching an excessive number of sensors to the structure without consideration can be inefficient due to the high costs involved and the potential for inducing structural instability. In this study, we introduce a method to determine the optimal number of sensors and their optimized locations for strain measurement sensors, allowing for accurate load estimation throughout the structure using model expansion method. To estimate the loads exerted on the entire structure with minimal sensors, we construct a strain-load interpolation matrix using the strain mode shapes of the finite element (FE) model and select the optimal sensor locations by applying D-Optimal Design and the row exchange algorithm. Finally, we estimate the loads exerted on the entire structure using the model expansion method. To validate the proposed method, we compare the results obtained by applying the optimal sensor placement and model expansion method to an FE model subjected to arbitrary loads with the loads exerted on the entire FE model, demonstrating efficiency and accuracy.

월쉬함수에 의한 비선형계의 해석 및 최적제어에 관한 연구 (A Study on the Analysis and Optimal Control of Nonlinear Systems via Walsh Function)

  • 김진태;김태훈;이명규;안두수
    • 대한전기학회논문지:시스템및제어부문D
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    • 제49권7호
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    • pp.354-362
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    • 2000
  • This paper presents the new adaptive optimal scheme for the nonlinear systems, which is based on the Picard's iterative approximation and fast Walsh transform. It is well known that the Walsh function approach method is very difficult to apply for the analysis and optimal control of nonlinear systems. However, these problems can be easily solved by the improvement of the previous adaptive optimal scheme. The proposed method is easily applicable to the analysis and optimal control of nonlinear systems.

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진화 알고리즘을 이용한 진공 차단기의 쉴드 형상 최적 설계 (Optimal Design of Shield for Vacuum Interrupter using Evolution Strategy)

  • 주현우;박석원;김영근
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2010년도 하계학술대회 논문집
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    • pp.127-127
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    • 2010
  • This study describes the optimal design of shield to improve the insulation performance of vacuum interrupter(VI). Axi-symmetric finite element routine including floating boundary condition for shields was applied to analyze electric potential and field distribution in VI. A ($\mu-\lambda$) Evolution Strategy(ES) is employed as optimization method. Three design variables of shield are selected for minimizing the maximum electric field strength in VI. Finally, optimal solution for shield is obtained and compared with the result of the prototype.

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1차원 및 2차원 선형 반대역 필터의 설계에 관한 연구 (Design of 1-D and 2-D Linear-phased Half-band Filters)

  • 김대영;이병기
    • 전자공학회논문지B
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    • 제31B권5호
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    • pp.42-49
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    • 1994
  • In this paper we consider efficient 1-D and 2-D linear-phased half-band filter designs. We first introduce a new derivation of the existing Vaidynathan-Nguyen 's half-band filter design method, which verifies that the design provides optimal half-band filters. We then propose an approximately-linear-phased IIR half-band filter design method, which is based on the all-pass equalizer design with the linear phase -$\omega$/2. Finally, we propose an efficient method to design optimal 2-D half-band filters, for which we utilize a 2-D all pass prototype filter of half the order of the desired 2-D half-band filters.

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동등하중함수를 이용한 $\mu$-최적제어기 설계 ($\mu$optimal controller design using equivalent weighting function)

  • 방경호;이연정;박홍배
    • 전자공학회논문지S
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    • 제34S권1호
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    • pp.65-71
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    • 1997
  • In this paper, we propose a new .mu.-controller design method using an equivalent weighting function $W_{\mu}$(s). The proposed mehtod is not guaranteed to converge to the minimum as D-K and .mu.-K iteration method. However, the robust performance problem can be converted into an equivalent $H^{\infty}$ optimization problem of unstructured uncertainty by using an equivalent weightng function $W_{\mu}$(s). Also we can find a .mu.-optimal controller iteratively using an error index $d_{\epsilon}$ of differnce between maximum singular value and .mu.-norm. And under the condition of the same order of scaling functions, the proposed method provides the .mu.-optimal controller with the degree less than that obtained by D-K iteration..

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실험 계획법에 기반한 키넥트 센서의 최적 깊이 캘리브레이션 방법 (Optimal Depth Calibration for KinectTM Sensors via an Experimental Design Method)

  • 박재한;배지훈;백문홍
    • 제어로봇시스템학회논문지
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    • 제21권11호
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    • pp.1003-1007
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    • 2015
  • Depth calibration is a procedure for finding the conversion function that maps disparity data from a depth-sensing camera to actual distance information. In this paper, we present an optimal depth calibration method for Kinect$^{TM}$ sensors based on an experimental design and convex optimization. The proposed method, which utilizes multiple measurements from only two points, suggests a simplified calibration procedure. The confidence ellipsoids obtained from a series of simulations confirm that a simpler procedure produces a more reliable calibration function.

3차원 형상 재구성을 위한 새로운 복셀 칼라링 기법 (A New Voxel Coloring Method for 3D Shape Reconstruction)

  • 예수영;김효성;주재흠;남기곤
    • 전자공학회논문지CI
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    • 제42권6호
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    • pp.93-100
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    • 2005
  • 본 논문에서는 3차원 형상 재구성을 위하여 기존 복셀 칼라링 기법의 색상 일관성에 대한 문턱값 문제를 해결하기 위한 새로운 복셀 칼라링 기법을 제안하였다. 제안 기법에서는 중심카메라의 광선분위에 있는 내부 복셀의 색상 일광성을 비교함으로써 최적의 문턱값을 결정하였다. 즉, 표면 복셀에 대한 색상 일관성과 내부 복셀의 색상 일관성 값을 비교함으로써 표면 복셀에 대한 최적의 문턱값을 찾아가도록 하였다. 또한 그래프 절단 기법을 적용하여 주위 복셀을 제거함으로써 표면 잡음을 감소시켰다. 제안된 방법은 기존의 알고리듬보다 빠르고 정확하게 3차원형상을 재구성 할 수 있었다.

FWT를 이용한 비선형계의 계층별 최적제어 (Hierarchical Optimal Control of Non-linear Systems using Fast Walsh Transform)

  • 정제욱;조영호;임국현;안두수
    • 대한전기학회논문지:시스템및제어부문D
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    • 제49권8호
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    • pp.415-422
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    • 2000
  • This paper presents a new algorithm for hierarchical optimal control of nonlinear systems. The proposed method is simple because the solutions are obtained by only exchanging informations of coefficient vector based on interaction prediction principle and FWT(fast Walsh transform) in upper and lower level. Since we solve two point boundary problem with Picard's iterative method and the backward integral operational matrix of Walsh function to obtain the optimal vector of each independent subsystem, the algorithm is simple and its operation is fast without inverse matrix and kronecker product operation. In simulation, the proposed algorithm's usefulness is proved by comparison with the global optimal control methods.

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비젼 제어시스템에 사용된 카메라의 최적개수에 대한 실험적 연구 (An Experimental Study on the Optimal Number of Cameras used for Vision Control System)

  • 장완식;김경석;김기영;안힘찬
    • 한국공작기계학회논문집
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    • 제13권2호
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    • pp.94-103
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    • 2004
  • The vision system model used for this study involves the six parameters that permits a kind of adaptability in that relationship between the camera space location of manipulable visual cues and the vector of robot joint coordinates is estimated in real time. Also this vision control method requires the number of cameras to transform 2-D camera plane from 3-D physical space, and be used irrespective of location of cameras, if visual cues are displayed in the same camera plane. Thus, this study is to investigate the optimal number of cameras used for the developed vision control system according to the change of the number of cameras. This study is processed in the two ways : a) effectiveness of vision system model b) optimal number of cameras. These results show the evidence of the adaptability of the developed vision control method using the optimal number of cameras.

3D-EMCN범을 이용한 광 픽업 엑츄에이터의 해석 및 최적설계 (Analysis and Optimal Design of Optical Pickup Actuator by 3-D EMCN method)

  • 김진아;정태경;최인호;홍삼열
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2001년도 추계학술대회 논문집 전기기기 및 에너지변환시스템부문
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    • pp.12-14
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    • 2001
  • In this paper, three dimensional Equivalent Magnetic Circuit Method(3-D EMCN method), a numerical analysis method which supplements to magnetic equivalent circuit adding numerical technique, is proposed for analysis Optical Pickup Actuator. [3] This method provides better characteristics both in precision of the analysis and in computation time than other analysis method such as three-dimensional Finite Element Method. RCS Niching Genetic Algorithm are used for optimal design.

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