• 제목/요약/키워드: Experimental Design Technique

검색결과 1,035건 처리시간 0.034초

Inelastic Constitutive Modeling for Viscoplastcity Using Neural Networks

  • Lee, Joon-Seong;Lee, Yang-Chang;Furukawa, Tomonari
    • 한국지능시스템학회논문지
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    • 제15권2호
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    • pp.251-256
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    • 2005
  • Up to now, a number of models have been proposed and discussed to describe a wide range of inelastic behaviors of materials. The fetal problem of using such models is however the existence of model errors, and the problem remains inevitably as far as a material model is written explicitly. In this paper, the authors define the implicit constitutive model and propose an implicit viscoplastic constitutive model using neural networks. In their modeling, inelastic material behaviors are generalized in a state space representation and the state space form is constructed by a neural network using input output data sets. A technique to extract the input-output data from experimental data is also described. The proposed model was first generated from pseudo-experimental data created by one of the widely used constitutive models and was found to replace the model well. Then, having been tested with the actual experimental data, the proposed model resulted in a negligible amount of model errors indicating its superiority to all the existing explicit models in accuracy.

가스터빈 시험장치를 이용한 구성품 성능선도 축척기법에 관한 연구 (Study on Component Map Scaling Technique Using a Gas Turbine Test Unit)

  • 공창덕;고성희;기자영
    • 한국추진공학회:학술대회논문집
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    • 한국추진공학회 2003년도 제20회 춘계학술대회 논문집
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    • pp.105-109
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    • 2003
  • 가스터빈 시험장치의 실험 데이터로부터 얻어진 일부 성능 데이터를 이용하여 구성품 성능선도 (component characteristic)를 축척(scaling)하는 새로운 방법을 제안하였다. 성능해석의 오차를 최소화하기 위하여 실제 실험 데이터로부터 몇 개의 작동점들에 일치하는 일련의 구성품 성능선도들을 구하고 다항식(polynomial)을 이용하여 새롭게 성능선도를 구성하는 축척방법을 제안하였으며, 이때 얻어진 성능선도를 이용하여 탈설계점 성능해석을 수행하였다. 해석 결과 기존의 축척방법으로 얻어진 성능선도를 이용한 경우 설계점을 제외한 대부분의 탈설계점에서의 성능은 실제 엔진 성능과 잘 일치하지 않았다. 그러나 새로운 축척방법에 의해 얻어진 성능선도를 이용한 경우에는 최대 5% 이내의 오차율을 보였다.

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경추손상 환자를 위한 효능증대 프로그램 개발과 그 효과에 관한 연구 (The Study of the Development of Efficacy Expectation Promoting Program and it효s Effect for Cervical Spinal Cord Injury Patients)

  • 황옥남
    • 대한간호학회지
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    • 제26권3호
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    • pp.544-555
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    • 1996
  • The Study of the Development of Efficacy Expectation Promoting Program and it's Effect for Cervical Spinal Cord Injury Patients. This study was conducted to develop on Efficacy Expectation Promoting Program (EEPP) based on the Self-Efficacy Theory of Bandura for Cervical Spinal Cord Injury Patient(CSCIP), and invesgated it's effects. The research process of this study was done in three phases. The first phase was an analysis of the patient's life experience. The second phase was to develop an Efficacy Expectation Promoting VTR Tape Program(EEPP) that reflected the life experience of the CSCIPS. EEPP was composed Performance Accomplishment and Vicarious Experience with a home visitation program based on Verbal Persuation, which are all induction modes of efficacy expectation of Bandura. The third phase was an experimental stage. The experimental design was an AB Single Experimental Design. Research subjects were three CSCIPs (cervical area 5-7). The data was collected from 24th June to 22th Oct, 1995. The result of the experimentation showed great increase self-efficacy score, subject self-care score, all competence of daily living score, and social activities. In conclusion, it was found that an EEPP is an effective home nursing intervention technique for rehabilitation of CSCIPs.

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함수 근사 모멘트 방법에서 추정한 1∼4차 통계적 모멘트의 수치적 검증 (Numerical Verification of the First Four Statistical Moments Estimated by a Function Approximation Moment Method)

  • 곽병만;허재성
    • 대한기계학회논문집A
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    • 제31권4호
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    • pp.490-495
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    • 2007
  • This research aims to examine accuracy and efficiency of the first four moments corresponding to mean, standard deviation, skewness, and kurtosis, which are estimated by a function approximation moment method (FAMM). In FAMM, the moments are estimated from an approximating quadratic function of a system response function. The function approximation is performed on a specially selected experimental region for accuracy, and the number of function evaluations is taken equal to that of the unknown coefficients for efficiency. For this purpose, three error-minimizing conditions are utilized and corresponding canonical experimental regions constructed accordingly. An interpolation function is then obtained using a D-optimal design and then the first four moments of it are obtained as the estimates for the system response function. In order to verify accuracy and efficiency of FAMM, several non-linear examples are considered including a polynomial of order 4, an exponential function, and a rational function. The moments calculated from various coefficients of variation show very good accuracy and efficiency in comparison with those from analytic integration or the Monte Carlo simulation and the experimental design technique proposed by Taguchi and updated by D'Errico and Zaino.

초기 설계단계에서 선박조종성능 추정에 대한 정도향상 연구 (Improvement of Prediction Technique of the Ship′s Manoeuvrability at Initial Design Stage)

  • 이호영;신상성;염덕준
    • 대한조선학회논문집
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    • 제35권1호
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    • pp.46-53
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    • 1998
  • 본 논문은 초기 설계단계에서 조종성능추정에 널리 사용되고 있는 Inoue 및 Kijima 추정법을 개선하였다. 이를 위하여 당연구소는 Horn 형태의 타와 선미벌브 형태를 갖는 저속비대선에 대해 12척의 계열 PMM 시험과 타단독시험을 수행하였다. 조종수학모델은 일본에서 개발된 MMG 방법을 사용하여 유체력미계수 및 MMG 실험 계수를 해석하였고, 그 결과를 이용하여 기본제원에 의한 회귀분석을 수행하여 민감도 조사 및 조종성능 해석을 수행하였다. 본 논문의 유효성을 검토하기 위해 개선된 회귀식으로 조종성능 해석을 수행하고 그 결과를 Inoue 추정법, PMM 시험에 의한 추정법 및 실선 시운전 결과를 서로 비교하였다.

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Effects of Progressive Scapular Stabilization Exercise on Neck, Muscle Strength, Upper Extremity Function in Patients with Acute Whiplash Injury

  • In-Cheol Noh;Won-Seob Shin
    • Physical Therapy Rehabilitation Science
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    • 제12권3호
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    • pp.310-319
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    • 2023
  • Objective: The purpose of this study was to investigate the effects of a combination of progressive scapular stabilization exercises, neck and thoracic spine mobilization, and thermoelectric physical therapy on pain, range of motion, muscle strength, and function in patients with acute whiplash injury. Design: A randomized controlled trial design. Methods: A total of 24 subjects were included in this study. They were randomly assigned to an experimental group (n=12) that performed scapular stabilization exercises, neck and thoracic spine mobilization, and physiotherapy, and a control group (n=12) that only performed neck and thoracic spine mobilization and physiotherapy. The pre-test was conducted before the intervention and consisted of a total of 12 treatment sessions of 60 minutes each, three times a week. A posttest was conducted 4 weeks later. Pain, range of motion, muscle strength, and function were assessed before and after intervention. Results: The results of the study showed that there was a significant difference in pain reduction and range of motion and muscle strength improvement in the experimental group, and a significant difference was also found between the experimental group and the control group in terms of functional evaluation. Conclusions: The combination of exercise therapy and joint mobilization technique and physical therapy resulted in greater improvements in pain, range of motion, strength, and function assessment, contributing to improved overall function.

사다리꼴 미세유로의 형상최적화 (Shape Optimization of a Trapezoidal Micro-Channel)

  • 후세인 아프잘;김광욜
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2007년도 춘계학술대회B
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    • pp.2666-2671
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    • 2007
  • This work presents microchannel heat sink shape optimization procedure using Kriging method. Design variables relating to microchannel width, depth and fin width are selected, and thermal resistance has been taken as objective function. Design points are selected through a three-level fractional factorial design of sampling method. Navier-Stokes and energy equations for laminar flow and conjugate heat transfer are solved at these design points using a finite volume solver. Solutions are carefully validated with experimental results. Using the numerically evaluated objective function, a surrogate model (Kriging) is constructed and optimum point is searched by sequential quadratic programming. The process of shape optimization greatly improves the thermal performance of microchannel heat sink under constant pumping power.

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광 디스크 드라이브의 트랙 추종 서보 시스템을 위한 반복 제어 (Repetitive Control for the Track-Following Servo System of an Optical Disk Drive)

  • 문정호;이문노;정명진
    • 제어로봇시스템학회논문지
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    • 제5권1호
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    • pp.39-46
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    • 1999
  • Disturbances acting on the track-following servo system of an optical disk drive inherently contain significant periodic components that cause tracking errors of a periodic nature. Such disturbances can be effectively rejected by employing a repetitive controller, which must be implemented carefully in consideration of system stability. Plant uncertainty makes it difficult to design a repetitive controller that will improve tracking performance yet preserve system stability. In this paper, we examine the problem of designing a repetitive controller for an optical disk drive track-following servo system with uncertain plant coefficients. We propose a graphical design technique based on the frequency domain analysis of linear interval systems. This design method results in a repetitive controller that will maintain system stability against all admissible plant uncertainties. We show simulation and experimental results to verify the validity of the proposed design method.

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Design of a Adaptive Controller of Industrial Robot with Eight Joint Based on Digital Signal Processor

  • Han, Sung-Hyun;Jung, Dong-Yean;Kim, Hong-Rae
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2004년도 ICCAS
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    • pp.741-746
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    • 2004
  • We propose a new technique to the design and real-time implementation of an adaptive controller for robotic manipulator based on digital signal processors in this paper. The Texas Instruments DSPs(TMS320C80) chips are used in implementing real-time adaptive control algorithms to provide enhanced motion control performance for dual-arm robotic manipulators. In the proposed scheme, adaptation laws are derived from model reference adaptive control principle based on the improved direct Lyapunov method. The proposed adaptive controller consists of an adaptive feed-forward and feedback controller and time-varying auxiliary controller elements. The proposed control scheme is simple in structure, fast in computation, and suitable for real-time control. Moreover, this scheme does not require any accurate dynamic modeling, nor values of manipulator parameters and payload. Performance of the proposed adaptive controller is illustrated by simulation and experimental results for a dual arm robot consisting of two 4-d.o.f. robots at the joint space and cartesian space.

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초음파 접합용 바혼의 설계 (Design of Bar Horn for Ultrasonic Bonding)

  • 김선락;이재학;유중돈
    • Journal of Welding and Joining
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    • 제27권5호
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    • pp.68-73
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    • 2009
  • The bar horn is designed to increase uniformity of the displacement on the output face through simulation and experiments. Three-dimensional modal analysis is conducted using the finite element method to calculate the vibration mode and displacement on the output face, and the design of experiment (DOE) technique is employed to determine the optimum dimensions of the groove and slot so that the high amplitude uniformity of the bar horn is produced. Displacement of the bar horn was measured using the Laser Doppler Vibrometer (LDV), and the experimental results show good agreements with the predicted results. High uniformity of the bar horn is achieved with the dimensions of the groove and slot determined using the design equations.