• Title/Summary/Keyword: optimal experimental design

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Experimental Analysis on the Resonator in the Rotary Compressor (회전압축기 공명기에 관한 실험적 연구)

  • Lee, Byung-Chan;Kim, Jin-Dong
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
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    • 2000.06a
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    • pp.1410-1415
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    • 2000
  • This paper introduces the experimental analysis of the resonator in the rolling piston type compressor for air conditioner. The resonator located between cylinder and bearing is a major factor in the noise reduction of the rotary compressor. Several shapes for the resonator which can be built in the space limitations are derived. Then optimal resonator type for the noise reduction is determined by noise tests. 6 design parameters of the type are found and optimal level for each design factor is deduced from Taguchi method.

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Design of Optimal Gains on Microprocessor-Based Voltage Source Inverter-Induction Motor System (마이크로프로세서에 의한 전압형 인버터-유도전동기 시스템의 최적이득 설계)

  • 박민호;전태원;민병훈
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.37 no.6
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    • pp.368-375
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    • 1988
  • This paper is concerned with the design of the optimal gains of the controller in the speed control system for the induction motor controlled by the microprocessor. The system is modelled with the discrete-time state equation, considering the time delay, for the facility of the optimization techniques. Introducing the conjugate gradient descent method, as the optimization technique, are derived the optimal gains, the gains which give the best transient characteristics. At the optimal gains obtained, the theoretcal transient responses are verified by experimental ones on a 5HP induction motor drive system.

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Optimal design and operation of a turbo blower used for refuse collection system (생활폐기물 관로이송용 터보블로어 운전 및 설계 최적화 연구)

  • Jang, Choon-Man
    • The KSFM Journal of Fluid Machinery
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    • v.13 no.5
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    • pp.58-63
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    • 2010
  • Optimal operation of turbo blowers connected in serial is analyzed by experimental measurements and numerical simulation with three-dimensional Navier-Stokes equations. The turbo blower system considered in the present study is widely used for the refuse collection system. Design optimization of the turbo blower using some design variables is also studied to enhance the performance of the blower. Throughout numerical simulation, it is found that the input energy reduction by optimal operation of the turbo blowers with the proper changes of the rotor's rotating frequency can be reduced a input energy for operating the blower system compared to the conventional on-off operation method theoretically. It is also found that the optimal design method is effective to enhance the performance of the turbo blower.

A Study of Design for Interior Permanent Magnet Synchronous Motor by using d-q Axis Equivalent Circuit Method (d-q축 등가회로 해석기법을 이용한 180 W급 IPMSM 설계에 관한 연구)

  • Kim, Young-Kyoun
    • Journal of the Korean Magnetics Society
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    • v.27 no.2
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    • pp.54-62
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    • 2017
  • This paper presents a design of the Interior Permanent Magnet Synchronous Motor (IPMSM). an initial design process is accomplished by using the parametric design. In the design process, motor characteristics of parameters is computed by the d-q axis equivalent circuit model. Then, an optimal design process is accomplished by combination the experimental design and the response surface method. Finally, the design and analysis results are verified with experimental results.

Effect of Optimal Humidification for Extremely Low Birth Weight Infants During Nasal Continuous Positive Airway Pressure (인공호흡기 가습기 적용방법이 초극소 저출생 체중아의 경비지속 기도 양압 환기법 유지기간에 미치는 영향)

  • Kim, Jung-Sook;Lee, Eun-Jung
    • Child Health Nursing Research
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    • v.17 no.2
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    • pp.145-152
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    • 2011
  • Purpose: To evaluate the efficacy of Optimal humidification during Nasal Continuous Positive Airway Pressure (nCPAP) for Extremely Low Birth Weight Infant (ELBWI). Methods: The study design was a pre-test-post-test nonequivalent nonsynchronized quasi-experimental design. The participants were 218 ELBWI on nCPAP (experimental group: 102 and control group: 116). Data collection was conducted from January 2005 to April 2010. In order to measure and analyze the nCPAP duration, reintubation and nasal condition, Chi-square test and t-test were used. Results: Hypothesis 1, that the duration with nCPAP in the experimental group is longer than that of the control group and hypothesis 2-3, that the rate of reintubation and nasal problems in the experimental group are lower than the control group, were all supported as there were statistically significant differences between two groups. Conclusion: The findings suggest that the Optimal humidification in this study is an efficient intervention because it helps increase the last time of nCPAP with ELBWI and minimize complications. It is expected that Optimal humidification is beneficial and helpful in preventing and caring for respiratory problems in these infants.

Restricted Bayesian Optimal Designs in Turning Point Problem

  • Seo, Han-Son
    • Journal of the Korean Statistical Society
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    • v.30 no.1
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    • pp.163-178
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    • 2001
  • We consider the experimental design problem of selecting values of design variables x for observation of a response y that depends on x and on model parameters $\theta$. The form of the dependence may be quite general, including all linear and nonlinear modeling situations. The goal of the design selection is to efficiently estimate functions of $\theta$. Three new criteria for selecting design points x are presented. The criteria generalized the usual Bayesian optimal design criteria to situations n which the prior distribution for $\theta$ amy be uncertain. We assume that there are several possible prior distributions,. The new criteria are applied to the nonlinear problem of designing to estimate the turning point of a quadratic equation. We give both analytic and computational results illustrating the robustness of the optimal designs based on the new criteria.

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Optimal Design for Improved Rotation Latch System Performance (로테이션 래치 시스템 성능 향상을 위한 최적 설계)

  • Jang, Jae-Hwan;Kim, Jin-Ho
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.14 no.5
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    • pp.102-106
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    • 2015
  • In this paper, we study the optimal design for improved rotation latch system performance. The factors affecting the Torque generated in the armature were chosen as design variables. Utilizing the vertical matrix, the orthogonal array table was created to predict the results through minimal analysis. To confirm the Torque generation amount, by utilizing the commercial electromagnetic analysis software MAXWELL, finite element analysis was performed. The approximation method and experimental design through the commercial PIDO tool PIAnO for optimal design and calculations were utilized to perform experiments using an optimization method with evolutionary algorithms. Using the approximation model, design factors were determined that can maximize the torque generated in the armature, and the simulation was performed.

Upgraded salp swarm algorithm for optimal design of semi-active MR dampers in buildings

  • Farzad Raeesi;Hedayat Veladi;Bahman Farahmand Azar;Sina Shirgir;Baharak Jafarpurian
    • Structural Engineering and Mechanics
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    • v.86 no.2
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    • pp.197-209
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    • 2023
  • In the case of designing control devices in a building, reliance on experimental formulation or engineering concepts without using optimization algorithms leads to non-optimal solutions or design parameters, which makes the use of control devices costly and unreasonable. The optimization algorithms are capable of identifying the required number of parameters for a specific design problem, however, this process is difficult and inefficient in dealing with some specific optimal design processes. This paper aims to introduce an upgraded version of the salp swarm algorithm to handle some engineering design. The performance of the new upgraded algorithm is tested using some benchmark test functions as well as a six-story benchmark building equipped with semi-active MR dampers. The simulation results show that the proposed algorithm can be successfully applied to get an optimal design of the MR dampers in the building.

Local Influence Approach Diagnostics for Optimal Experimental Design (최적 실험계획법에 대한 Local Influence Approach 진단방법)

  • 김영일
    • The Korean Journal of Applied Statistics
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    • v.4 no.2
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    • pp.195-207
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    • 1991
  • We consider the development of simple regression-like diagnostics for assessing the sensitivity of an optimal design to deviations from the assumptions of constant error variance. This contains a review of Cook's local influence approach and an application of local influence aproach to D-optimal experimental design. The method is applied in a number of simple examples in Section 3. Conclusions and directions for further research follow in Section 4.

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