• 제목/요약/키워드: hybrid response surface method

검색결과 31건 처리시간 0.025초

Development of Hybrid Electric Compressor Motor Drive System for Hybrid Electrical Vehicles

  • Jung, Tae-Uk
    • Journal of Power Electronics
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    • 제9권6호
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    • pp.960-968
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    • 2009
  • This paper presents a design optimization process for interior permanent magnet synchronous motors (IPMSM) for hybrid electric compressors (HEC) which are applied to hybrid electrical vehicles. A hybrid electric compressor is composed of an electric motor driving section and an engine driving section which is connected to the engine by a pulley belt. A hybrid electric compressor driving motor requires half of the full driving power of a compressor. Even though an engine is not operated at the idling stop mode, the electric motor drives the air-conditioner compressor by itself so that the air conditioning system can produce its minimum cooling capacity. In this paper, the design optimization of an IPMSM for a 42 (V) applied voltage system is studied using the design of experiment (DOE) and response surface method (RSM) of 6sigma. The driving characteristics of this motor drive system are measured and analyzed by experiment.

층별변위 유한요소법에 기초한 점탄성층을 갖는 원통형 복합적층 패널의 진동해석 (Vibration Analyses of Cylindrical Hybrid Panel with Viscoelastic Layer Based on Layerwise Finite Elements)

  • 오일권;성태홍
    • 한국소음진동공학회논문집
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    • 제15권12호
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    • pp.1361-1369
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    • 2005
  • Based on a full layerwise displacement shell theory, the nitration and damping characteristics of cylindrical sandwiched panels with viscoelastic layers are investigated. The transverse shear deformation and the normal strain of the cylindrical hybrid panels are fully taken into account for the structural damping modelling. The present finite element model Is formulated by using Hamilton's virtual work principle and the cylindrical curvature of hybrid panels is exactly modeled. Modal loss factors and frequency response functions are analyzed for various structural parameters of cylindrical sandwich panels. Present results show that the full layerwise finite element method can accurately predict the vibration and damping characteristics of the cylindrical hybrid panels with surface damping treatments and constrained layer damping.

층별변위 유한요소법에 기초한 점탄성층을 갖는 원통형 복합적층 패널의 진동해석 (Vibration Analyses of Cylindrical Hybrid Panel With Viscoelastic Layer Based On Layerwise Finite Elements)

  • 오일권;성태홍
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2005년도 추계학술대회논문집
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    • pp.772-778
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    • 2005
  • Based on a full layerwise displacement shell theory, the vibration and damping characteristics of cylindrical sandwiched panels with viscoelastic layers are investigated. The transverse shear deformation and the normal strain of the cylindrical hybrid panels are fully taken into account for the structural damping modelling. The present finite element model is formulated by using Hamilton's virtual work principle and the cylindrical curvature of hybrid panels is exactly modeled. Modal loss factors and frequency response functions are analyzed for various structural parameters of cylindrical sandwich panels. Present results show that the full layerwise finite element method can accurately predict the vibration and damping characteristics of the cylindrical hybrid panels with surface damping treatments and constrained layer damping.

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Seismic motions in a non-homogeneous soil deposit with tunnels by a hybrid computational technique

  • Manolis, G.D.;Makra, Konstantia;Dineva, Petia S.;Rangelov, Tsviatko V.
    • Earthquakes and Structures
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    • 제5권2호
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    • pp.161-205
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    • 2013
  • We study seismically induced, anti-plane strain wave motion in a non-homogeneous geological region containing tunnels. Two different scenarios are considered: (a) The first models two tunnels in a finite geological region embedded within a laterally inhomogeneous, layered geological profile containing a seismic source. For this case, labelled as the first boundary-value problem (BVP 1), an efficient hybrid technique comprising the finite difference method (FDM) and the boundary element method (BEM) is developed and applied. Since the later method is based on the frequency-dependent fundamental solution of elastodynamics, the hybrid technique is defined in the frequency domain. Then, an inverse fast Fourier transformation (FFT) is used to recover time histories; (b) The second models a finite region with two tunnels, is embedded in a homogeneous half-plane, and is subjected to incident, time-harmonic SH-waves. This case, labelled as the second boundary-value problem (BVP 2), considers complex soil properties such as anisotropy, continuous inhomogeneity and poroelasticity. The computational approach is now the BEM alone, since solution of the surrounding half plane by the FDM is unnecessary. In sum, the hybrid FDM-BEM technique is able to quantify dependence of the signals that develop at the free surface to the following key parameters: seismic source properties and heterogeneous structure of the wave path (the FDM component) and near-surface geological deposits containing discontinuities in the form of tunnels (the BEM component). Finally, the hybrid technique is used for evaluating the seismic wave field that develops within a key geological cross-section of the Metro construction project in Thessaloniki, Greece, which includes the important Roman-era historical monument of Rotunda dating from the 3rd century A.D.

회전자 돌극 설계를 이용한 다극 매입형 영구자석 동기전동기의 토크리플 저감 연구 (Study of the Reduction of Torque Ripples for Multi-pole Interior Permanent Magnet Synchronous Motors using Rotor Saliency)

  • 김기찬
    • 한국산학기술학회논문지
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    • 제15권10호
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    • pp.6270-6275
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    • 2014
  • 본 논문에서는 전기자동차용 견인전동기로서의 다극 매입형 영구자석 동기전동기의 회전자 돌극 설계에 의한 토크리플 개선 방안을 연구하였다. 다극 매입형 영구자석 동기전동기의 경우 영구자석에서 발생되는 자속이 고정자에 쇄교되지 않고 회전자 브릿지를 통해 누설되는 자속이 크다. 이러한 누설자속을 줄여 출력밀도를 향상시키고 토크리플을 저감하기 위해 영구자석 사이의 회전자 표면에 슬릿을 적용하였다. 슬릿에 적용되는 두 설계 파라미터를 제안하고 반응표면법을 이용하여 토크리플 감소와 출력 향상 최대화 설계를 수행하였다. 자속의 포화를 고려하기 위해 본 논문에서는 2차원 유한요소법을 이용하여 특성해석을 수행하고 이를 분석하였다.

유한요소법과 하이브리드형 무한요소법을 이용한 초음파 집속변환자의 음장 해석 (Acoustic Field Analysis of Ultrasonic Focusing Transducer by Using Finite Element. Method and Hybrid Type Infinite Element Method)

  • 박순종;윤종락;하강열;김천덕
    • 한국음향학회지
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    • 제14권5호
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    • pp.36-43
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    • 1995
  • 본 논문에서는 유한요소법과 하이브리드형 무한요소법을 사용하여 전기계$\cdot$기계계$\cdot$음향계로 결합된 초음파 집속변환자의 집속특성과 시간 응답을 구하였다. 초음파 집속변환자의 촛점거리, 분해능 특성들을 구하였고, 댐퍼가 부가된 경우 방사면상의 변위분포가 안정되어 분해능이 개선된다는 것을 집속특성과 시간 응답으로부터 해석하였다. 해석의 결과는 초음파 집속변환자의 설계나 성능해석에 응용될 수 있을 것이다.

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Multi-objective Optimization of a Laidback Fan Shaped Film-Cooling Hole Using Evolutionary Algorithm

  • Lee, Ki-Don;Husain, Afzal;Kim, Kwang-Yong
    • International Journal of Fluid Machinery and Systems
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    • 제3권2호
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    • pp.150-159
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    • 2010
  • Laidback fan shaped film-cooling hole is formulated numerically and optimized with the help of three-dimensional numerical analysis, surrogate methods, and the multi-objective evolutionary algorithm. As Pareto optimal front produces a set of optimal solutions, the trends of objective functions with design variables are predicted by hybrid multi-objective evolutionary algorithm. The problem is defined by four geometric design variables, the injection angle of the hole, the lateral expansion angle of the diffuser, the forward expansion angle of the hole, and the ratio of the length to the diameter of the hole, to maximize the film-cooling effectiveness compromising with the aerodynamic loss. The objective function values are numerically evaluated through Reynolds- averaged Navier-Stokes analysis at the designs that are selected through the Latin hypercube sampling method. Using these numerical simulation results, the Response Surface Approximation model are constructed for each objective function and a hybrid multi-objective evolutionary algorithm is applied to obtain the Pareto optimal front. The clustered points from Pareto optimal front were evaluated by flow analysis. These designs give enhanced objective function values in comparison with the experimental designs.

선박 구조물의 저진동 설계를 위한 새로운 조합 유전 알고리듬 개발 (Development of the New Hybrid Evolutionary Algorithm for Low Vibration of Ship Structures)

  • 공영모;최수현;송진대;양보석
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2006년도 춘계학술대회논문집
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    • pp.164-170
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    • 2006
  • 본 연구는 유전 알고리듬, 타부탐색법 그리고 반응표면법등 최근 많이 사용하고 있는 프로그램들의 장점들을 결합한 새로운 조합 유전 알고리듬을 제안한다. 본 알고리듬은 반응표면법 및 심플렉스법을 사용하여 유전알고리듬의 약점으로 여겨지는 수렴속도를 항상시키도록 하였다. 또한 유전 알고리듬에서 램덤한 다양성을 제공하지만, 본 연구에서는 타부리스트를 이용하여 체계적인 다양성을 추구하도록 하였다. 그리고 전통적인 시험함수에 본 알고리듬을 적용함으로써 본 방법의 효율성을 입증하였고 그 결과를 유전 알고리듬의 결과와 비교하였다. 또한 새롭게 제안된 알고리듬을 선미부에 위치한 청수탱크의 중량최적화에 적용한 길과 전역최적해를 효율적으로 찾는 것을 입증하였다. 또한 반응표면법을 사용한 새로운 유전알고리듬의 경우 실제 추가적인 목적함수를 평가하기 위한 계산이 필요 없으므로 수렴속도가 일반 유전 알고리듬보다 향상 되었음을 알 수 있었다. 마지막으로 제안된 조합 유전 알고리듬은 전역탐색능력과 수렴속도 측면에서 매우 강력한 전역 최적화 알고리듬임을 알 수 있었다.

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선박 구조물의 저진동 설계를 위한 새로운 조합 유전 알고리듬 개발 (Development of the New Hybrid Evolutionary Algorithm for Low Vibration of Ship Structures)

  • 공영모;최수현;송진대;양보석
    • 한국소음진동공학회논문집
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    • 제16권6호
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    • pp.665-673
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    • 2006
  • 이 연구는 유전 알고리듬, 타부탐색법 그리고 반응표면법등 최근 많이 사용하고 있는 프로그램들의 장점들을 결합한 새로운 조합 유전 알고리듬을 제안한다. 이 알고리듬은 반응표면법 및 심플렉스법을 사용하여 유전알고리듬의 약점으로 여겨지는 수렴속도를 항상 시키도록 하였다. 또한 유전 알고리듬에서 램덤 한 다양성을 제공하지만, 이 연구에서는 타부리스트를 이용하여 체계적인 다양성을 추구하도록 하였다. 그리고 전통적인 시함함수에 본 알고리듬을 적용함으로써 이 방법의 효율성을 입증하였고 그 결과를 유전 알고리듬의 결과와 비교하였다. 또한 새롭게 제안된 알고리듬을 선미부에 위치한 청수탱크의 중량최적화에 적용한 결과 전역 최적해를 효율적으로 찾는 것을 입증하였다. 또한 반응표면법을 사용한 새로운 유전알고리듬의 경우 실제 추가적인 목적함수를 평가하기 위한 계산이 필요 없으므로 수렴속도가 일반 유전 알고리듬보다 향상되었음을 알 수 있었다. 마지막으로 제안된 조합 유전 알고리듬은 전역탐색능력과 수렴속도 측면에서 매우 강력한 전역 최적화 알고리듬임을 알 수 있었다.

Ag/ZnO-rGO 하이브리드 나노구조 기반 C2H2 가스센서의 제작과 그 특성 (Fabrication of C2H2 Gas Sensors Based on Ag/ZnO-rGO Hybrid Nanostructures and Their Characteristics)

  • 이관우;정귀상
    • 센서학회지
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    • 제24권1호
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    • pp.41-46
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    • 2015
  • In this work, pure hierarchical ZnO structure was prepared using a simple hydrothermal method, and Ag nanoparticles doped hierarchical ZnO structure was synthesized uniformly through photochemical route. The reduced graphene oxide (rGO) has been synthesized by typical Hummer's method and reduced by hydrazine. Prepared Ag/ZnO nanostructures are uniformly dispersed on the surface of rGO sheets using ultrasonication process. The synthesized samples were characterized by SEM, TEM, EDS, XRD and PL spectra. The average size of prepared ZnO microspheres was around $2{\sim}3{\mu}m$ and showed highly uniform. The average size of doped-Ag nanoparticles was 50 nm and decorated into ZnO/rGO network. The $C_2H_2$ gas sensing properties of as-prepared products were investigated using resistivity-type gas sensor. Ag/ZnO-rGO based sensors exhibited good performances for $C_2H_2$ gas in comparison with the Ag/ZnO. The $C_2H_2$ sensor based on Ag/ZnO-rGO had linear response property from 3~1000 ppm of $C_2H_2$ concentration at working temperature of $200^{\circ}C$. The response values with 100 ppm $C_2H_2$ at $200^{\circ}C$ were 22% and 78% for Ag/ZnO and Ag/ZnO-rGO, respectively. In additions, the sensor still shows high sensitivity and quick response/recovery to $C_2H_2$ under high relative humidity conditions. Moreover, the device shows excellent selectivity towards to $C_2H_2$ gas at optimal working temperature of $200^{\circ}C$.