• Title/Summary/Keyword: Non-linear Function

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Stress path adapting Strut-and-Tie models in cracked and uncracked R.C. elements

  • Biondini, Fabio;Bontempi, Franco;Malerba, Pier Giorgio
    • Structural Engineering and Mechanics
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    • 제12권6호
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    • pp.685-698
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    • 2001
  • In this paper, a general method for the automatic search for Strut-and-Tie (S&T) models representative of possible resistant mechanisms in reinforced concrete elements is proposed. The representativeness criterion here adopted is inspired to the principle of minimum strain energy and requires the consistency of the model with a reference stress field. In particular, a highly indeterminate pin-jointed framework of a given layout is generated within the assigned geometry of the concrete element and an optimum truss is found by the minimisation of a suitable objective function. Such a function allows us to search the optimum truss according to a reference stress field deduced through a F.E.A. and assumed as representative of the given continuum. The theoretical principles and the mathematical formulation of the method are firstly explained; the search for a S&T model suitable for the design of a deep beam shows the method capability in handling the reference stress path. Finally, since the analysis may consider the structure as linear-elastic or cracked and non-linear in both the component materials, it is shown how the proposed procedure allows us to verify the possibilities of activation of the design model, oriented to the serviceability condition and deduced in the linear elastic field, by following the evolution of the resistant mechanisms in the cracked non-linear field up to the structural failure.

무선통신에서의 Non-Linear Detector System 설계 (The System of Non-Linear Detector over Wireless Communication)

  • 공형윤
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 1998년도 하계종합학술대회논문집
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    • pp.106-109
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    • 1998
  • Wireless communication systems, in particular, must operate in a crowded electro-magnetic environmnet where in-band undesired signals are treated as noise by the receiver. These interfering signals are often random but not Gaussian Due to nongaussian noise, the distribution of the observables cannot be specified by a finite set of parameters; instead r-dimensioal sample space (pure noise samples) is equiprobably partitioned into a finite number of disjointed regions using quantiles and a vector quantizer based on training samples. If we assume that the detected symbols are correct, then we can observe the pure noise samples during the training and transmitting mode. The algorithm proposed is based on a piecewise approximation to a regression function based on quantities and conditional partition moments which are estimated by a RMSA (Robbins-Monro Stochastic Approximation) algorithm. In this paper, we develop a diversity combiner with modified detector, called Non-Linear Detector, and the receiver has a differential phase detector in each diversity branch and at the combiner each detector output is proportional to the second power of the envelope of branches. Monte-Carlo simulations were used as means of generating the system performance.

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섭동을 갖는 대규모 시스템의 비약성 성능보장 제어기 설계 (Nonfragile Guaranteed Cost Controller Design for Uncertain Large-Scale Systems)

  • 박주현
    • 대한전기학회논문지:시스템및제어부문D
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    • 제51권11호
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    • pp.503-509
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    • 2002
  • In this paper, the robust non-fragile guaranteed cost control problem is studied for a class of linear large-scale systems with uncertainties and a given quadratic cost functions. The uncertainty in the system is assumed to be norm-bounded and time-varying. Also, the state-feedback gains for subsystems of the large-scale system are assumed to have norm-bounded controller gain variations. The problem is to design a state feedback control laws such that the closed-loop system is asymptotically stable and the closed-loop cost function value is not more than a specified upper bound for all admissible uncertainties and controller gain variations. Sufficient conditions for the existence of such controllers are derived based on the linear matrix inequality (LMI) approach combined with the Lyapunov method. A parameterized characterization of the robust non-fragile guaranteed cost controllers is given in terms of the feasible solutions to a certain LMI. A numerical example is given to illustrate the proposed method.

On statistical Computing via EM Algorithm in Logistic Linear Models Involving Non-ignorable Missing data

  • Jun, Yu-Na;Qian, Guoqi;Park, Jeong-Soo
    • 한국통계학회:학술대회논문집
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    • 한국통계학회 2005년도 추계 학술발표회 논문집
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    • pp.181-186
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    • 2005
  • Many data sets obtained from surveys or medical trials often include missing observations. When these data sets are analyzed, it is general to use only complete cases. However, it is possible to have big biases or involve inefficiency. In this paper, we consider a method for estimating parameters in logistic linear models involving non-ignorable missing data mechanism. A binomial response and normal exploratory model for the missing data are used. We fit the model using the EM algorithm. The E-step is derived by Metropolis-hastings algorithm to generate a sample for missing data and Monte-carlo technique, and the M-step is by Newton-Raphson to maximize likelihood function. Asymptotic variances of the MLE's are derived and the standard error and estimates of parameters are compared.

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상용차량의 비선형 Hotchkiss 스프링 모델링 (Modeling of Non-linear Leaf Spring for Commercial Vehicle)

  • 유승환;김영배
    • 한국CDE학회논문집
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    • 제7권1호
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    • pp.1-8
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    • 2002
  • A Hotchkiss spring has been widely utilized for commercial vehicle. Usually, the Hotchkiss spring has non-linear characteristics, i.e. it has a piecewise spring stiffness as well as hysterisis phenomenon. Therefore, the modeling of the Hotchkiss spring requires many considerations to fulfill satisfactory vehicle kinematic and dynamic relationships. Also, the spring has difficulties in modeling for presenting contact mechanism. In this paper, the modeling technique for the Hotchkiss spring has been descried. The modeling covers non-linear characteristics as well as contact problems for multi-body dynamic simulation. The force-displacement results are compared with experimental and FEM ones. Also, the comparison between three link type leaf spring model and proposed one has been considered in this paper.

비선형 열원모델을 이용한 Rijke tube 내열음향 불안정 곡선의 수치예측기법 (Numerical Prediction of Thermoacoustic Instability in Rijke Tube Using Non-linear Model for Heat Source)

  • 송우석;이승배
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2008년도 추계학술대회B
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    • pp.2524-2529
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    • 2008
  • The thermal system like a combustion chamber is believed to experience a significant instability problem with vibration in case that the thermal energy or the acoustic energy are transformed into a different form through a relevant path. This study deals with a numerically- predicted, Thermoacoustic instability in a Rijke tube by using a non-linear model for a heat source. The heating part where the energy transformation occurs actively is modeled after simulating two-dimensional cylinder case with constant surface temperature, and a nonlinear model that accounts for the transfer function of magnitude- and phase-characteristics is properly implemented so as to be dependent on the pulsation strength in the tube. The heat source model is observed to result in equivalent Thermoacoustic instabilities in the Rijke tube except low flow-rate cases in which the natural convection is dominant.

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Non-linear static analysis and design of Tensegrity domes

  • Fu, Feng
    • Steel and Composite Structures
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    • 제6권5호
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    • pp.417-433
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    • 2006
  • In this paper, a non-linear structural analysis software with pro-processing and post-recessing function is proposed by the author. The software incorporating the functions of the structural analysis and geometrical design of Tensegrity structures. Using this software, Cable Dome is analyzed as a prototype, a comprehensive study on the structural behavior of Tensegrity domes is presented in detail. Design methods of Tensegrity domes were proposed. Based on the analysis, optimizing design was performed. Several new Tensegrity domes with different geometrical design scheme are proposed, the structural analysis of the new schemes is also conducted. The analysis result shows that the proposed new forms of the Tensegrity domes are reasonable for practical applications.

압전 세라믹의 재료 비선형성을 고려한 LIPCA 작동기의 성능 해석 (Performance Analysis of LIPCA Actuator considering Material Non-linearity of embedded PZT wafer)

  • 이상기;김영성;박훈철;윤광준;구남서;조창민
    • 한국항공우주학회지
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    • 제32권3호
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    • pp.37-44
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    • 2004
  • 본 논문에서는 압전재의 재료 비선형성을 고려한 경량 압전 복합재 작동기(LIPCA)의 성능 해석을 수행하였다. 성능 해석을 위해 9절점 쉘 요소 정식화에 바탕을 둔 압전 쉘 요소를 이용하였다. LIPCA의 작동 변위를 보다 정확히 예측하기 위하여, 실험을 통해 얻은 압전 변형률 함수와 증분 정식화를 추가하여 기존 선형 유한요소 프로그램을 수정하였다. 이렇게 개발된 재료 비선형 압전 옐 프로그램을 이용하여 LIPCA의 작동변위를 재 계산하였고, 재료 비선형 해석으로 얻은 작동 변위가 선형 해석으로 계산된 작동 변위 보다 측정 변위에 훨씬 근접함을 확인하였다.

OFDM을 사용하는 무선 가시 광통신에서의 PAPR 저감 기법과 BER성능 개선 (PAPR Reduction Technique and BER Performance Improvement in OFDM-based Wireless Visible Light Communication)

  • 유상범;유흥균
    • 한국통신학회논문지
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    • 제36권3A호
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    • pp.189-197
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    • 2011
  • 무선 광 통신 시스템에서 고속의 데이터를 전송하기 위한 방법으로 대역 효율이 높은 OFDM(orthogonal frequency division multiplexing) 시스템이 연구되고 있다. OFDM 시스템은 PAPR(peak to average power ratio)이 높고 비선형 에러와 디바이스의 불균형으로 발생하는 ICI(inter channel interference)가 발생한다. 무선 광통신 시스템에서 LED(light emission diode)의 구동 전류에 의하여 구동되는 광 출력 파워는 비선형이며 전송 신호는 왜곡된다. 그러므로 비선형 LED 전달함수와 OFDM 신호에 의한 방사된 광 출력의 수신 성능에 대한 연구가 진행되었다. 비선형 왜곡에 의해 발생하는 효과는 기존의 무선 통신에서 사용되는 OFDM의 비선형 특성과 다르며 BER 성능을 저감시킨다. 본 연구에서는 최근 연구된 LED의 비선형성 전달함수를 적용하며, 비선형 왜곡과 Back-off에 의하여 수신기의 주파수영역에서 진폭 감쇄와 ICI를 발생시키므로, BER 성능을 개선시키기 위한 방법을 제안한다. 먼저 LED의 비선형 왜곡을 감소시키기 위한 새로운 PAPR저감 기법을 제안하며, 또한 수산 성능을 향상시키기 위하여 적응형 채널 추정 방식과 전송된 신호를 사용하여 SNR(signal to power ratio)을 개선하여 BER(bit error rate)을 개선하였다. 제안된 방법들을 시뮬레이션 결과를 통하여 확인한다.

디지털 시뮬레이션에 의한 CMAC 신경망 직류전동기 속도 제어기 설계 (Design for CMAC Neural Network Speed Controller of DC Motor by Digital Simulations)

  • 최광호;조용범
    • 전력전자학회논문지
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    • 제6권3호
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    • pp.273-281
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    • 2001
  • 본 논문에서는 비선형 시스템을 제어하기 위한 CMAC 신경망을 제안한다. CMAC 신경망은 사람의 소뇌를 모방한 신경망으로서 복잡한 비선형 함수의 해를 수치적인 연산에 의해 구하지 않고 table look-up방식을 이용하기 때문에 학습이 타 신경망에 비해 월등히 빠르고 용이하며 제어신호를 출력하기 위한 계산시간이 거의 필요치가 않다. 본 논문에서는 제안한 제어기 구조의 타당성을 증명하기 위해 간단한 비선형 함수와 직류전동기 속도제어에 대한 CMAC 제어기를 시뮬레이션을 통하여 학습 제어기의 안정성 및 추적에러의 감소를 확인하였다. 또한 제안 CMAC 제어기를 실시간 장력제어에 적용하여 직류전동기의 속도를 제어하므로 시뮬레이션 값과 비슷한 장력제어를 보인으로서 유용성을 입증하였다.

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